Queensland coastline flowing into the Great Barrier Reef Marine Park. These visualisations are produced from using currents calculated by the eReefs hydrodynamic model to drive a tracer transport model.
+This product shows flood plumes associated with the major rivers along the Queensland coastline flowing into the Great Barrier Reef Marine Park. These visualisations are produced from using currents calculated by the eReefs hydrodynamic model to drive a tracer transport model.
Flood plumes deliver sediments and nutrients into the ocean, both of which can result in detrimental effects on seagrass and reef habitats.
The left most panel shows the near-surface salinity and the wind vectors. The salinity indicates how salty the water is and it is lowered by river run off and rainfall. Thus reduced salinity is a measure of the combined impact of all rivers combined. The wind is shown as arrows overlaid on the salinity. The wind pushes the flood plumes around and has a strong influence on where the plumes go. The other major influence is the impact of the rotation of the Earth on buoyant plumes. The other three panels each show the river tracers for five rivers each. We split up the rivers into multiple panels to limit the amount of overlap in their extent during large flooding events.
In the model, tracers are released at the mouth into the surface flow of each river. These tracers move with the ocean currents, becoming more dilute as they spread out and mix with the ocean water, allowing the concentration of river water to be tracked over time. These tracers show the fraction of the water, at any given location, associated with each river.
diff --git a/gbr1/salt-multi-depth/index.html b/gbr1/salt-multi-depth/index.html index 11ede96..2a0c196 100644 --- a/gbr1/salt-multi-depth/index.html +++ b/gbr1/salt-multi-depth/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr1/temp-multi-depth/index.html b/gbr1/temp-multi-depth/index.html index 78df346..9297df4 100644 --- a/gbr1/temp-multi-depth/index.html +++ b/gbr1/temp-multi-depth/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr1/temp-range/index.html b/gbr1/temp-range/index.html index b864a3e..9834084 100644 --- a/gbr1/temp-range/index.html +++ b/gbr1/temp-range/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr1/temp-wind-salt-current/index.html b/gbr1/temp-wind-salt-current/index.html index d588cc5..564ac75 100644 --- a/gbr1/temp-wind-salt-current/index.html +++ b/gbr1/temp-wind-salt-current/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/alk_ph_omega-ar/index.html b/gbr4/bgc/baseline/alk_ph_omega-ar/index.html index b337373..0a27a4a 100644 --- a/gbr4/bgc/baseline/alk_ph_omega-ar/index.html +++ b/gbr4/bgc/baseline/alk_ph_omega-ar/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/chl-a-sum_din_efi/index.html b/gbr4/bgc/baseline/chl-a-sum_din_efi/index.html index aa2da7b..85d943c 100644 --- a/gbr4/bgc/baseline/chl-a-sum_din_efi/index.html +++ b/gbr4/bgc/baseline/chl-a-sum_din_efi/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html b/gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html index 6e802da..17712ee 100644 --- a/gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html +++ b/gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/din_dip_dic/index.html b/gbr4/bgc/baseline/din_dip_dic/index.html index 670a71d..180d396 100644 --- a/gbr4/bgc/baseline/din_dip_dic/index.html +++ b/gbr4/bgc/baseline/din_dip_dic/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/din_no3_nh4/index.html b/gbr4/bgc/baseline/din_no3_nh4/index.html index 37c9da5..14d961d 100644 --- a/gbr4/bgc/baseline/din_no3_nh4/index.html +++ b/gbr4/bgc/baseline/din_no3_nh4/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html b/gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html index b49e0a0..0219096 100644 --- a/gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html +++ b/gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html b/gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html index feaf128..c5ae363 100644 --- a/gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html +++ b/gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html b/gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html index dd67274..498ff7d 100644 --- a/gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html +++ b/gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/oxygen_oxy-sat/index.html b/gbr4/bgc/baseline/oxygen_oxy-sat/index.html index 38c761f..7506c4b 100644 --- a/gbr4/bgc/baseline/oxygen_oxy-sat/index.html +++ b/gbr4/bgc/baseline/oxygen_oxy-sat/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/pip_pip-sed/index.html b/gbr4/bgc/baseline/pip_pip-sed/index.html index 207c3f7..afaac54 100644 --- a/gbr4/bgc/baseline/pip_pip-sed/index.html +++ b/gbr4/bgc/baseline/pip_pip-sed/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html b/gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html index 328f204..7c97c29 100644 --- a/gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html +++ b/gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/bgc/baseline/true-colour/index.html b/gbr4/bgc/baseline/true-colour/index.html index 5c8bbdf..a738e46 100644 --- a/gbr4/bgc/baseline/true-colour/index.html +++ b/gbr4/bgc/baseline/true-colour/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/current-multi-depth/index.html b/gbr4/current-multi-depth/index.html index 0656354..869940f 100644 --- a/gbr4/current-multi-depth/index.html +++ b/gbr4/current-multi-depth/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/current-multi-depth/index.qmd b/gbr4/current-multi-depth/index.qmd deleted file mode 100644 index 8d8d756..0000000 --- a/gbr4/current-multi-depth/index.qmd +++ /dev/null @@ -1,24 +0,0 @@ ---- -title: "gbr4-hydro_current-multi-depth" -format: - html: - template: ../../custom_template.html -params: - product-name: Current at 1.5m, 18m and 103m depth (GBR4) - block-name: gbr4-hydro_current-multi-depth - product-id: products__ncanimate__ereefs__gbr4_v2__current-multi-depth ---- - -{{< include ../../includes/_visualisation.qmd >}} - -This page shows the strength and direction of ocean currents at different depths on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model. - - -## Current at different depths - -This map is useful for investigating the depth of various ocean currents. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region. - - -{{< include ../../includes/_source_data.qmd >}} - -{{< include ../../includes/_recent_data.qmd >}} diff --git a/gbr4/imos-vs-ereefs/index.html b/gbr4/imos-vs-ereefs/index.html index 8ffb7a8..4bf774b 100644 --- a/gbr4/imos-vs-ereefs/index.html +++ b/gbr4/imos-vs-ereefs/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/imos-vs-ereefs/index.qmd b/gbr4/imos-vs-ereefs/index.qmd deleted file mode 100644 index dcd8f8a..0000000 --- a/gbr4/imos-vs-ereefs/index.qmd +++ /dev/null @@ -1,36 +0,0 @@ ---- -title: "imos-vs-ereefs" -format: - html: - template: ../../custom_template.html -params: - product-name: Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current - block-name: imos-vs-ereefs - product-id: products__ncanimate__mixed__imos-vs-ereefs-temperature ---- - -{{< include ../../includes/_visualisation.qmd >}} - -This video compares the temperature and ocean current data of the eReefs -Hydrodynamic model (4km resolution) with remotely sensed temperature and ocean -current provided by [Integrated Marine Observing System (IMOS)](https://imos.org.au/). For the ocean -current data we use the [IMOS - OceanCurrent - Gridded sea level anomaly - Near -real time](https://catalogue-imos.aodn.org.au/geonetwork/srv/api/records/0c9eb39c-9cbe-4c6a-8a10-5867087e703a) dataset and for the temperature the [IMOS - SRS - SST - L3S - Single -Sensor - 6 day - night time - Australia](https://catalogue-imos.aodn.org.au/geonetwork/srv/api/records/f9d6616a-f359-4418-979a-e7b89b5b9086) dataset. The 6 day period was chosen to -reduce the chances of data gaps because of cloud coverage. - -The comparison has some limitations that need to be considered. The IMOS -satellite temperature data is created by layering the most recent readings over -a 6-day period. This aggregation period helps to fill in areas that are covered -by clouds in any one day. This does mean however that in some parts of the map -the temperature can be up to 6 days old. The eReefs model will, however, always -show a full map from a single day. Furthermore, the IMOS product estimates the -temperature from nighttime readings while the eReefs temperature data is a -24-hour average (derived from hourly data). The eReefs ocean current data is -also a 24-hour average. This reduces the tidal effects on the current vector, -but doesn't eliminate it, whereas the geostrophic velocities in the IMOS -dataset are detided (see the [metadata record](https://catalogue-imos.aodn.org.au/geonetwork/srv/api/records/0c9eb39c-9cbe-4c6a-8a10-5867087e703a) for more information). - -{{< include ../../includes/_source_data.qmd >}} - -{{< include ../../includes/_recent_data.qmd >}} diff --git a/gbr4/temp-multi-depth/index.html b/gbr4/temp-multi-depth/index.html index 6b850a6..cd53f6b 100644 --- a/gbr4/temp-multi-depth/index.html +++ b/gbr4/temp-multi-depth/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/temp-multi-depth/index.qmd b/gbr4/temp-multi-depth/index.qmd deleted file mode 100644 index 6491647..0000000 --- a/gbr4/temp-multi-depth/index.qmd +++ /dev/null @@ -1,28 +0,0 @@ ---- -title: "gbr4-hydro_temp-multi-depth" -format: - html: - template: ../../custom_template.html -params: - product-name: Temperature at 1.5m, 18m and 49m depth (GBR4) - block-name: gbr4-hydro_temp-multi-depth - product-id: products__ncanimate__ereefs__gbr4_v2__temp-multi-depth ---- - -{{< include ../../includes/_visualisation.qmd >}} - -This page shows temperature at different depths on the Great Barrier Reef based on the [4km eReefs Hydrodynamic model](https://research.csiro.au/ereefs/models/). - -## Temperature at different depths - -This product highlights how the temperature varies with depth. The eReefs Hydrodynamic model contains over 40 depth slices allowing us to see how the water cools with depth and how cool water is mixed by extreme events such as cyclones. Note that most of the Great Barrier Reef has a depth of less than 100 m, so as the depth is increased, less of the reef area is visible on the map. - -The shallowest depth (1.5m) represents the surface temperature in the model. - -The middle depth (18m) is useful for investigating whether corals not at the surface were also subjected to high temperature conditions during bleaching events. We can see in the [March 2016 video](/gbr4/temp-multi-depth#year=2016;month=3;region=north-2) that the high temperature conditions leading to bleaching were also persistent at this depth. - -The deeper water depth (49m) is useful for looking at the mixing effects of cyclones. Slow moving cyclones build up circular ocean currents that can mix the water down to 300 m. This can be seen with [Cyclone Nathan in March 2015](/gbr4/temp-multi-depth#year=2015;month=3). - -{{< include ../../includes/_source_data.qmd >}} - -{{< include ../../includes/_recent_data.qmd >}} diff --git a/gbr4/temp-range/index.html b/gbr4/temp-range/index.html index ec9173f..0647897 100644 --- a/gbr4/temp-range/index.html +++ b/gbr4/temp-range/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/temp-range/index.qmd b/gbr4/temp-range/index.qmd deleted file mode 100644 index 3f15328..0000000 --- a/gbr4/temp-range/index.qmd +++ /dev/null @@ -1,18 +0,0 @@ ---- -title: "gbr4-hydro_temp-range" -format: - html: - template: ../../custom_template.html -params: - product-name: Temperature range at -1.5m (GBR4) - block-name: gbr4-hydro_temp-range - product-id: products__ncanimate__ereefs__gbr4_v2__temp-range ---- - -{{< include ../../includes/_visualisation.qmd >}} - -This page shows the daily minimum, maximum and temperature range on the Great Barrier Reef based on the [4km eReefs Hydrodynamic model](https://research.csiro.au/ereefs/models/). This is an experimental product that is intended to help investigate whether daily temperature range is a useful indicator of resistence to coral bleaching. - -{{< include ../../includes/_source_data.qmd >}} - -{{< include ../../includes/_recent_data.qmd >}} diff --git a/gbr4/temp-wind-salt-current/index.html b/gbr4/temp-wind-salt-current/index.html index 24209cb..a2050a3 100644 --- a/gbr4/temp-wind-salt-current/index.html +++ b/gbr4/temp-wind-salt-current/index.html @@ -1,7 +1,7 @@ - + diff --git a/gbr4/temp-wind-salt-current/index.qmd b/gbr4/temp-wind-salt-current/index.qmd deleted file mode 100644 index f9c8583..0000000 --- a/gbr4/temp-wind-salt-current/index.qmd +++ /dev/null @@ -1,57 +0,0 @@ ---- -title: "gbr4-hydro_temp-wind-salt-current" -format: - html: - css: - - ../../css/css_PGbJgHCUCBf4dg7K9Kt8aAwsApndP4GZ9RuToPy3-Fk.css - - ../../css/css_aspJexyZbSy-mMQCoq4YYgcmk8Ps3vDh_U10OuJIIhk.css - - ../../css/css_eRVvH_jN5SStb8oQSJsiVAHkQ19dLpDrjRpGVNpiAig.css - - ../../css/css_xE-rWrJf-fncB6ztZfd2huxqgxu4WO-qwma6Xer30m4.css - template: ../../custom_template.html -params: - product-name: Temperature, wind, salinity and current (GBR4) - block-name: gbr4-hydro_temp-wind-salt-current - product-id: products__ncanimate__ereefs__gbr4_v2__temp-wind-salt-current ---- - -{{< include ../../includes/_visualisation.qmd >}} - -This page shows the temperature, wind, salinity and ocean currents on the Great Barrier Reef based on the [4km eReefs Hydrodynamic model](https://research.csiro.au/ereefs/models/). This visualisation product is also available for the [1km eReefs Hydrodynamic model](/gbr1/temp-wind-salt-current). - -The combination of temperature, wind, salinity and current shows key hydrodynamic parameters of the Great Barrier Reef. - -## Temperature - - -The temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017. - -## Wind - -Wind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a "heart-beat" pattern in the temperature in the video (see the Temperature panel in the [March 2017](/gbr4/temp-wind-salt-current#year=2017;month=3) video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out. - -The path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone. - -Note: The winds in this model come from the BOM ACCESS meteorological product. This wind model does not accurately capture peak intensity of the cyclone or its exact path. It tends to underestimate the peak wind speeds. This is partly due to the model showing hourly average wind speed. - -## Salinity - -Salinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See [Feb 2011 Burdekin region](/gbr4/temp-wind-salt-current#year=2011;month=2;region=townsville-3) salinity panel for runoff from major flooding). - -Note: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity. -Current - -The ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen. - -Many marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef. - -## Interesting events - -- Cyclones: [**Yasi** (Feb 2011)](/gbr4/temp-wind-salt-current#year=2011;month=2), [**Ita** (April 2014)](/gbr4/temp-wind-salt-current#year=2014;month=4), [**Nathan** (March 2015)](/gbr4/temp-wind-salt-current#year=2015;month=3), [**Debbi** (March 2017)](/gbr4/temp-wind-salt-current#year=2017;month=3), -- Coral bleaching from high temperature ([March 2016](/gbr4/temp-wind-salt-current#year=2016;month=3), [March 2017](/gbr4/temp-wind-salt-current#year=2017;month=3)), -- Flood plumes with low salinity ([Burdekin Jan 2011](/gbr4/temp-wind-salt-current#year=2011;month=1;region=townsville-3), [Feb 2019](/gbr4/temp-wind-salt-current#year=2017;month=3)). [Salinity at 3 depths](/gbr4/temp-wind-salt-current#region=townsville-3) showing detail in the low salinity areas < 32 PSU. -- Strong East Australian Current ([Nov 2015, monthly average current](/gbr4/temp-wind-salt-current#frame=Monthly;year=2015;month=11)) -- Clear bifurcation of the currents around Lizard island, north of Cairns ([Oct 2014](/gbr4/temp-wind-salt-current#frame=Monthly;year=2014;month=10)) - -{{< include ../../includes/_source_data.qmd >}} - -{{< include ../../includes/_recent_data.qmd >}} diff --git a/gbr4/temp-wind-salt-current/index_backup.html b/gbr4/temp-wind-salt-current/index_backup.html index b3a00ed..725fda8 100644 --- a/gbr4/temp-wind-salt-current/index_backup.html +++ b/gbr4/temp-wind-salt-current/index_backup.html @@ -1,7 +1,7 @@ - + diff --git a/help/how-to-access-the-aims-ereefs-data-using-opendap-and-arcmap/index.html b/help/how-to-access-the-aims-ereefs-data-using-opendap-and-arcmap/index.html index 1993185..624fa85 100644 --- a/help/how-to-access-the-aims-ereefs-data-using-opendap-and-arcmap/index.html +++ b/help/how-to-access-the-aims-ereefs-data-using-opendap-and-arcmap/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-download-video-or-image/index.html b/help/how-to-download-video-or-image/index.html index 1ebfc97..ed936f8 100644 --- a/help/how-to-download-video-or-image/index.html +++ b/help/how-to-download-video-or-image/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-extract-data-using-the-extraction-tool/index.html b/help/how-to-extract-data-using-the-extraction-tool/index.html index 1b235e8..5ae76fc 100644 --- a/help/how-to-extract-data-using-the-extraction-tool/index.html +++ b/help/how-to-extract-data-using-the-extraction-tool/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-manually-download-aims-ereefs-data/index.html b/help/how-to-manually-download-aims-ereefs-data/index.html index aaf4659..04363f1 100644 --- a/help/how-to-manually-download-aims-ereefs-data/index.html +++ b/help/how-to-manually-download-aims-ereefs-data/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-open-a-NetCDF-file-with-ArcMap-and-QGIS/index.html b/help/how-to-open-a-NetCDF-file-with-ArcMap-and-QGIS/index.html index 839249e..59d2fdc 100644 --- a/help/how-to-open-a-NetCDF-file-with-ArcMap-and-QGIS/index.html +++ b/help/how-to-open-a-NetCDF-file-with-ArcMap-and-QGIS/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-plot-aims-ereefs-data-with-python/index.html b/help/how-to-plot-aims-ereefs-data-with-python/index.html index 3f1a447..932f31e 100644 --- a/help/how-to-plot-aims-ereefs-data-with-python/index.html +++ b/help/how-to-plot-aims-ereefs-data-with-python/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/how-to-plot-aims-ereefs-data-with-r/index.html b/help/how-to-plot-aims-ereefs-data-with-r/index.html index 856f16f..fccf8e4 100644 --- a/help/how-to-plot-aims-ereefs-data-with-r/index.html +++ b/help/how-to-plot-aims-ereefs-data-with-r/index.html @@ -2,7 +2,7 @@ - + diff --git a/help/index.html b/help/index.html index 6c13c57..c57824f 100644 --- a/help/index.html +++ b/help/index.html @@ -2,7 +2,7 @@ - + diff --git a/images/AIMS-logo.png b/images/AIMS-logo.png deleted file mode 100644 index b68c09e..0000000 Binary files a/images/AIMS-logo.png and /dev/null differ diff --git a/index.html b/index.html index 5b9d263..ea74a49 100644 --- a/index.html +++ b/index.html @@ -2,7 +2,7 @@ - + diff --git a/robots.txt b/robots.txt index c68aa31..6773ddf 100644 --- a/robots.txt +++ b/robots.txt @@ -1 +1 @@ -Sitemap: https://jjohnston-aims.github.io/ereefs-static-site/sitemap.xml +Sitemap: https://github.com/jjohnston-aims/ereefs-static-site/sitemap.xml diff --git a/search.json b/search.json index ca949e2..c3a4bd5 100644 --- a/search.json +++ b/search.json @@ -1,4 +1,11 @@ [ + { + "objectID": "help/how-to-plot-aims-ereefs-data-with-python/index.html", + "href": "help/how-to-plot-aims-ereefs-data-with-python/index.html", + "title": "How to plot AIMS eReefs data with Python", + "section": "", + "text": "We have a dedicated page for eReefs tutorials relate to R and Python. See https://open-aims.github.io/ereefs-tutorials/ for more information.\nThe Basic access to the AIMS eReefs Server with Python tutorial is most relevant to plotting data with Python." + }, { "objectID": "help/how-to-manually-download-aims-ereefs-data/index.html", "href": "help/how-to-manually-download-aims-ereefs-data/index.html", @@ -6,13 +13,6 @@ "section": "", "text": "The eReefs model data is produced by CSIRO and published on the NCI THREDDS server (see section Download eReefs model data from NCI THREDDS server). For the visualisations on this portal, the AIMS eReefs system downloads, processes and aggregates the raw eReefs model data to provide multiple time steps (e.g. monthly, yearly) and to transform the data from a curvilinear to a rectilinear grid. While the curvilinear grid in the raw eReefs model data is better suited to the modelling and execution requirements, it can be cumbersome to process with typical data science tools. Therefore, all eReefs derived datasets generated by the AIMS eReefs system are regridded to a rectilinear grid.\nAll derived data produced by the AIMS eReefs system can be found on the AIMS eReefs THREDDS server. To download the data follow these steps:\n\nOpen the AIMS eReefs THREDDS server website and select the link Data derived from the eReefs model.\nOn the next page select the link to the required model\n\nGBR4_H2p0_B3p1_Cq3P_Dhnd := eReefs BioGeoChemical model version 3.1 (4 km resolution) - source catchments using Pre-Industrial catchment conditions\nGBR4_H2p0_B3p1_Cq3R_Dhnd := eReefs BioGeoChemical model version 3.1 (4 km resolution) - source catchments using Hindcast catchment conditions (anthropogenic loads reduced according to the percentage reductions of DIN, PN, PP and TSS specified in the Reef 2050 Water Quality Improvement Plan 2017-2022)\nGBR4_H2p0_B3p1_Cq3b_Dhnd := eReefs BioGeoChemical model version 3.1 (4 km resolution) - source catchments using Baseline catchment conditions.\ngbr1_2.0 := eReefs Hydrodynamic model version 2.0 (1 km resolution)\ngbr4_v2 := Reefs Hydrodynamic model version 2.0 (4 km resolution)\n\nEach model has its derived output grouped into folders with the names indicating the time steps and aggregation in a file. For example a folder with the name \"daily-monthly\" contains \"monthly\" files with \"daily\" data while a folder with the name \"annual-annual\" contains \"annual\" files with \"annual\" data. Select the link to the folder of interest.\nIn the list of NetCDF files, select the one of interest. The file names describe the data they contain with the structure \"EREEFS_organisations_model_timestep-aggregation-date.nc\". For example the file \"EREEFS_AIMS-CSIRO_gbr4_v2_hydro_daily-monthly-2010-09.nc\" can be broken down into:\n\"AIMS-CSIRO\" := Reference to the organisations AIMS and CSIRO\n\"gbr4_v2_hydro\" := eReefs Hydrodynamic model version 2.0 (4 km resolution)\n\"daily\" := \"daily\" data\n\"monthly\" := one month of data\n\"2010-09\" := data for September 2010\nThe single file pages contain a section \"Access\". For downloading the NetCDF file select the link for the \"HTTPServer\"\n\n\n\n\nExample page (EREEFS_AIMS-CSIRO_gbr4_v2_hydro_daily-monthly-2010-09.nc) indicating in yellow the “access” section and in red the link to download the file.\n\n\n\nDownload eReefs model data from NCI THREDDS server\nPlease be advised that AIMS does not manage this service and therefore we cannot guaranty the correctness of this article.\nTo download the raw eReefs data follow these steps:\n\nOpen the NCI THREDDS server website\nSelect the link to the required model\nIn the list of NetCDF files, select the one of interest\nThe single file pages contain a section \"Access\". For downloading the NetCDF file select the link for the \"HTTPServer\"\n\n\n\n\nExample page (gbr4_simple_2016-06.nc) indicating in yellow the “access” section and in red the link to download the file." }, - { - "objectID": "help/index.html", - "href": "help/index.html", - "title": "Help", - "section": "", - "text": "How to download a visualisation video or frame\nA short tutorial on how to download a visualisation video or frame for an AIMS eReefs product.\nHow to manually download AIMS eReefs data\nThis tutorial describes the steps to download the NetCDF files produced by the AIMS eReefs system.\nHow to extract time series environmental variables from eReefs models using the Extraction Tool\nIf you are interested in environment conditions at a specific research site on the Great Barrier Reef you can use the eReefs Extraction Tool to extract time series data for environmental variables and locations of interest from the eReefs models.\nHow to open a NetCDF file with ArcMap and QGIS\nThis tutorials describes how to use the two GIS tools ArcMap and QGIS to open a NetCDF file.\nHow to access the AIMS eReefs data using OPeNDAP and ArcMap\nOPeNDAP can be used to access a file from a server without needing to download the file to the local computer. The necessary steps to open a file with OPeNDAP in ArcMap are explained in this tutorial.\nHow to plot AIMS eReefs data with R\nHere you can find an example of how to programmatically access and plot the AIMS eReefs data using R.\nHow to plot AIMS eReefs data with Python\nHere you can find an example of how to programmatically access and plot the AIMS eReefs data using Python." - }, { "objectID": "help/how-to-download-video-or-image/index.html", "href": "help/how-to-download-video-or-image/index.html", @@ -42,872 +42,879 @@ "text": "For this step-by-step tutorial ArcMap version 10.6.1 was used.\n\nStart ArcMap.\nSelect the tool \"Make OPeNDAP Raster Layer\" by either using the \"Search\" or expanding the branch \"Multidimension Tools\" in the \"ArcToolbox\".\nIn the popup window\n\nFor the input field \"Input OPeNDAP URL\" paste the URL copied in the previous section (\"Finding the OPeNDAP URL\").\nClick the Variable drop-down arrow and choose a variable from the list.\nLeave the default values for \"X Dimension\" and \"Y Dimension\".\nEnter a layer name in the input field \"Output Raster Layer\".\nOptionally, adjust the \"Extent\" values\nOptionally, to create a multiband raster, click the Band Dimension drop-down arrow and choose a dimension from the list.\nEnter \"time\" in the \"Dimension Values (optional)\" field and click the \"+\" (plus) button on the right side.\nThe dimension \"time\" should have been added to the list below the field. Now select a \"Start Value\" and a \"End Value\" by clicking on the field in the list.\nEnter \"k\" in the \"Dimension Values (optional)\" field and click the \"+\" (plus) button on the right side. The dimension \"k\" represents the depths dimension.\nThe dimension \"k\" should have been added to the list below the field. Now select a \"Start Value\" and a \"End Value\" by clicking on the field in the list.\nHere is an overview of the values for this dimension depending on the selected model:\n\nMapping of dimension k to depth value in meters\n\n\n\n\n\n\n\nIndex (k)\nHydrodynamic 1km model\nHydrodynamic and BioGeoChemical 4km model\n\n\n\n\n1\n-140.00 m\n-145.00 m\n\n\n2\n-120.00 m\n-120.00 m\n\n\n3\n-103.00 m\n-103.00 m\n\n\n4\n-88.00 m\n-88.00 m\n\n\n5\n-73.00 m\n-73.00 m\n\n\n6\n-60.00 m\n-60.00 m\n\n\n7\n-49.00 m\n-49.00 m\n\n\n8\n-39.50 m\n-39.50 m\n\n\n9\n-31.00 m\n-31.00 m\n\n\n10\n-24.00 m\n-23.75 m\n\n\n11\n-18.00 m\n-17.75 m\n\n\n12\n-13.00 m\n-12.75 m\n\n\n13\n-9.00 m\n-8.80 m\n\n\n14\n-5.25 m\n-5.55 m\n\n\n15\n-2.35 m\n-3.00 m\n\n\n16\n-0.50 m\n-1.50 m\n\n\n17\nn/a\n-0.50 m\n\n\n—————\n—————–\n————————————\n\n\n\nClick \"OK\" to close the window.\n\n\nAfter processing the input the layer is shown." }, { - "objectID": "index.html", - "href": "index.html", - "title": "AIMS eReefs", + "objectID": "gbr4/current-multi-depth/index.html", + "href": "gbr4/current-multi-depth/index.html", + "title": "Current at 1.5m, 18m and 103m depth (GBR4)", "section": "", - "text": "In this portal you will find a range of visualisations of the eReefs Hydrodynamic and BioGeoChemical models of the Great Barrier Reef. These models are like weather models, but for the marine environment, providing a picture of the current and historical environmental conditions on the Great Barrier Reef. Here you can see past extreme weather events such as:\n\nCyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (North Queensland Flooding 2019, Burdekin Jan 2011)\n\n\n\n\n\n\n\n\n\n\n\n\nTemperature, wind, salinity and current\nTemperature at 1.5m, 18m and 49m depth\nCurrent at 1.5m, 18m and 103m depth\nTemperature range at 1.5m\nComparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current\n\n\n\n\n\n\n\n\n\n\n\n\n\nTemperature, wind, salinity and current\nTemperature at 2.35m, 18m and 49m depth\nCurrent at 2.35m, 18m and 103m depth\nSalinity at 2.35m, 5.35m and 18m depth\nFresh water exposure at 2.35m\nCurrent magnitude average at 2.35m\nTemperature range at 2.35m\nFlood plume extents for major rivers on GBR based on modelled river tracers" + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the strength and direction of ocean currents at different depths on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model.\n\n\nThis map is useful for investigating the depth of various ocean currents. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "index.html#km-model-sept-2010---present", - "href": "index.html#km-model-sept-2010---present", - "title": "AIMS eReefs", + "objectID": "gbr4/current-multi-depth/index.html#current-at-different-depths", + "href": "gbr4/current-multi-depth/index.html#current-at-different-depths", + "title": "Current at 1.5m, 18m and 103m depth (GBR4)", "section": "", - "text": "Temperature, wind, salinity and current\nTemperature at 1.5m, 18m and 49m depth\nCurrent at 1.5m, 18m and 103m depth\nTemperature range at 1.5m\nComparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current" + "text": "This map is useful for investigating the depth of various ocean currents. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region." }, { - "objectID": "index.html#km-model-dec-2014---present", - "href": "index.html#km-model-dec-2014---present", - "title": "AIMS eReefs", + "objectID": "gbr4/current-multi-depth/index.html#source-data", + "href": "gbr4/current-multi-depth/index.html#source-data", + "title": "Current at 1.5m, 18m and 103m depth (GBR4)", "section": "", - "text": "Temperature, wind, salinity and current\nTemperature at 2.35m, 18m and 49m depth\nCurrent at 2.35m, 18m and 103m depth\nSalinity at 2.35m, 5.35m and 18m depth\nFresh water exposure at 2.35m\nCurrent magnitude average at 2.35m\nTemperature range at 2.35m\nFlood plume extents for major rivers on GBR based on modelled river tracers" - }, - { - "objectID": "index.html#water-chemistry", - "href": "index.html#water-chemistry", - "title": "AIMS eReefs", - "section": "Water chemistry", - "text": "Water chemistry\n\n\n\n\n\n\nTotal alkalinity, PH & Aragonite saturation state\nDissolved inorganic nitrogen, nitrate & ammonia\nDissolved Oxygen & oxygen saturation percentage\nDissolved Inorganic (Carbon, Nitrogen & Phosphorus)\nDissolved Organic (Carbon, Nitrogen & Phosphorus)\nParticulate inorganic phosphorus & particulate inorganic" - }, - { - "objectID": "index.html#water-quality-measures", - "href": "index.html#water-quality-measures", - "title": "AIMS eReefs", - "section": "Water Quality Measures", - "text": "Water Quality Measures\n\n\n\n\n\n\nTotal chlorophyll, dissolved inorganic nitrogen & total suspended solids\nTotal Suspended Solids, dust, mud carbonate & mud mineral\nSecchi depth, vertical attenuation at 490nm & light intensity above seagrass\nSimulated true colour" + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "index.html#macroalgae-seagrass-and-coral", - "href": "index.html#macroalgae-seagrass-and-coral", - "title": "AIMS eReefs", - "section": "Macroalgae, seagrass and coral", - "text": "Macroalgae, seagrass and coral\n\n\n\n\n\n\nCoral symbiont (nitrogen & chlorophyll) & coral host nitrogen\nNitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass)" + "objectID": "gbr4/current-multi-depth/index.html#recent-data", + "href": "gbr4/current-multi-depth/index.html#recent-data", + "title": "Current at 1.5m, 18m and 103m depth (GBR4)", + "section": "", + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-wind-salt-current/index.html", - "href": "gbr1/temp-wind-salt-current/index.html", - "title": "Temperature, wind, salinity and current (GBR1)", + "objectID": "gbr4/bgc/baseline/true-colour/index.html", + "href": "gbr4/bgc/baseline/true-colour/index.html", + "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the temperature, wind, salinity and ocean currents on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. The combination of temperature, wind, salinity and current shows key hydrodynamic parameters of the Great Barrier Reef.\n\n\nThe temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017.\n\n\n\nWind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\n\n\n\nSalinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity.\n\n\n\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef.\n\n\n\n\nCyclones: Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Feb 2019)\nStrong East Australian Current (Nov 2015, monthly average current)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nA key challenge with validating the BGC model is that the number of in-situ observations is very limited compared with the geographic scope and detail of the model. To help overcome this limitation the CSIRO eReefs BGC model simulates the light transport through the water based on the nutrients, plankton and suspended sediments. It uses this information to simulate what the ocean would look like if it were imaged by the NASA MODIS satellite. This allows the model results to be directly compared with satellite imagery to check its performance and skill.\nThis visualisation shows the estimated colour image as would be seen by the MODIS satellite, except with no clouds. While we don’t create a direct comparison with the MODIS imagery here on this site, you can view the MODIS imagery via the NASA WorldView browser.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-wind-salt-current/index.html#source-data", - "href": "gbr1/temp-wind-salt-current/index.html#source-data", - "title": "Temperature, wind, salinity and current (GBR1)", + "objectID": "gbr4/bgc/baseline/true-colour/index.html#source-data", + "href": "gbr4/bgc/baseline/true-colour/index.html#source-data", + "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/temp-wind-salt-current/index.html#recent-data", - "href": "gbr1/temp-wind-salt-current/index.html#recent-data", - "title": "Temperature, wind, salinity and current (GBR1)", + "objectID": "gbr4/bgc/baseline/true-colour/index.html#recent-data", + "href": "gbr4/bgc/baseline/true-colour/index.html#recent-data", + "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-wind-salt-current/index.html#erratum", - "href": "gbr1/temp-wind-salt-current/index.html#erratum", - "title": "Temperature, wind, salinity and current (GBR1)", + "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html", + "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html", + "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nSum of chlorophyll concentration of the four microalgae types (small, large, microphytobenthos, trichodesmium)\n\n\n\nConcentration of dissolved inorganic nitrogen (DIN). DIN = [NH4] + [NO3].\n\n\n\nThis is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/salt-multi-depth/index.html", - "href": "gbr1/salt-multi-depth/index.html", - "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#source-data", + "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#source-data", + "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows salinity at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\n\n\nThe salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the ocean water the salinity drops, with pure water having a PSU of zero. This product highlights that, absent forced mixing from current upwelling (such as by cyclones), lower salinity water floats to the surface (represented on this page by the 2.35m depth).\n\n\n\n\nNorth Queensland Flooding February 2019\nCyclone Nathan (March 2015)\nCyclone Debbie (March 2017)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/salt-multi-depth/index.html#source-data", - "href": "gbr1/salt-multi-depth/index.html#source-data", - "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#recent-data", + "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#recent-data", + "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/salt-multi-depth/index.html#recent-data", - "href": "gbr1/salt-multi-depth/index.html#recent-data", - "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html", + "href": "gbr4/bgc/baseline/pip_pip-sed/index.html", + "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nPhosphorus is a key nutrient required for organic growth. The main source of natural phosphorus is sedimentry rock.\n\n\nPhosphorus ions that are absorbed onto particles. It is considered a particulate with the same properties as Mud.\n\n\n\nPhosphorus that is permanently removed from the system through burial of Particulate Inorganic Phosphorus in the sediment.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/salt-multi-depth/index.html#erratum", - "href": "gbr1/salt-multi-depth/index.html#erratum", - "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html#source-data", + "href": "gbr4/bgc/baseline/pip_pip-sed/index.html#source-data", + "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/temp-multi-depth/index.html", - "href": "gbr1/temp-multi-depth/index.html", - "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html#recent-data", + "href": "gbr4/bgc/baseline/pip_pip-sed/index.html#recent-data", + "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows temperature at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-multi-depth/index.html#source-data", - "href": "gbr1/temp-multi-depth/index.html#source-data", - "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", - "section": "Source data", - "text": "Source data\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html", + "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html", + "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "section": "", + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nThe concentration of carbon in dissolved organic compounds.\n\n\n\nThe concentration of nitrogen in dissolved organic compounds.\n\n\n\nThe concentration of phosphorus in dissolved organic compounds.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-multi-depth/index.html#recent-data", - "href": "gbr1/temp-multi-depth/index.html#recent-data", - "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", - "section": "Recent data", - "text": "Recent data\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#source-data", + "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#source-data", + "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "section": "", + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/temp-multi-depth/index.html#erratum", - "href": "gbr1/temp-multi-depth/index.html#erratum", - "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", - "section": "Erratum", - "text": "Erratum\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#recent-data", + "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#recent-data", + "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "section": "", + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/fresh-water-exposure/index.html", - "href": "gbr1/fresh-water-exposure/index.html", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows as estimate of exposure to fresh water on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\n\n\nWhen corals are stressed by changes in conditions (such as salinity or temperature), they can expel the symbiotic algae living in their tissues (zooxanthellae), causing them to turn completely white (bleach). Prolonged or frequent bleaching events can result in coral death. This product aims to provide an estimate of exposure to fresh water over the aggregation period (eg: a calendar month). Predicting the level of coral bleaching from freshwater exposure is difficult due to uncertainties in the hydrodynamic modelling and the relatively poor understanding of freshwater exposure. This product calculates fresh water exposure as the number of hours over the aggregation period when salinity is below an environmentally significant threshold (26 and 28 PSU are used in the above images, which represent significantly more fresh than sea water). Based on the few observations available, areas in these maps with an exposure of greater than 50 PSU days (such as occurred around North Queensland Floods in 2019) are likely to have experienced coral mortality. In years where there has been minimal flooding the fresh water exposure map is largely blank.\n\n\n\n\nAnimation of salinity at multiple depths 1 km model (scaled to show detail below 32 PSU) (1 km eReefs model)\nAnimation of the full extent of the flood plume 1 km model (salinity scaled to show any fresh water)\nAnimation of the full extent of the flood plume 4 km model (salinity scaled to show any fresh water)\n\n\n\n\nThe salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the sea water the salinity drops, with pure water having a PSU of zero. Coral reefs are sensitive to freshwater as exposure can lead to bleaching and death. The relationship between freshwater exposure and coral bleaching and mortality is poorly understood. However flooding from Fitzroy river in 2011 cause significant shallow water coral mortality on the nearby Keppel Islands (Berkelmans et al. 2012).\n\n\n\nThe third panel in the map shows the average salinity for the month. This is quite similar to the freshwater exposure except that is includes contributions from areas where there was very little freshwater.\n\n\n\nThe freshwater exposure maps show the level of exposure to salinity levels below a specified threshold over a month. In the maps above the freshwater exposure was calculated for two threshold levels: 26 and 28 PSU. These were chosen as different species have different tolerances to freshwater exposure, and the most appropriate level is not currently known.\nThe freshwater exposure is calculated from the sum of the daily average salinity below the exposure threshold. Salinity levels above the threshold don't contribute at all to the exposure. Salinity levels below the threshold contribute in proportion to the amount below the threshold. As a result with a threshold of 28 PSU and an exposure to 22 PSU for 3 days the freshwater exposure would be (28-22)*3 = 18 PSU days. The same exposure at 25 PSU would take 6 days (28-25)*6 = 18 PSU days. This method of calculating exposure is conceptually very similar to temperature exposure measured in Degree Heating Weeks, where the higher the temperature is above the typical maximum summer temperature the faster the heat stress occurs. For freshwater exposure the stress occurs when the salinity drops below the threshold value. The lower the salinity the faster the exposure accumulates. More research is needed to determine if this is the best method for estimating stress from freshwater.\nFor comparison the freshwater exposure calculations were applied to the observations taken during the Fitzroy flooding event in 2011 that caused significant coral mortality on reef flats corals in the Keppel Islands (Berkelmans et al. 2012). This shows that exposure to greater than 50 PSU days can result in significant mortality, particularly in sensitive coral species.\n\n\n\n\n\n\n\n\n\n\nIsland\nFreshwater exposure\n(PSU days, 28 PSU threshold)\nReef flat mortality (%)\n\n\n\n\nGreat Keppel\n130\n100\n\n\nHalfway\n110\n100\n\n\nNorth Keppel\n50\n40\n\n\nMiall\n40\n0\n\n\n\n\nFreshwater exposure calculated from measurements taken on the Keppel Islands during the 2011 flooding. (Berkelmans et al. 2012)\n\n\n\n\n\n\nThe results on this page are generated from a model and not based on direct measurements of the salinity. It is difficult to reliably determine the level of error without direct measures of salinity during the event, however there are a few clues that give us some estimate of the error and confidence in the results. Figure 1 shows a comparison between the freshwater exposure calculated from the 1 km and 4 km eReefs hydrodynamic models (v2.0). This shows there is a significant difference between these models. For a threshold of 28 PSU at Magnetic Island the 1 km model shows freshwater exposure of 35 PSU days, where as the 4 km model shows 0 PSU days.\n\n\n\n\n\nFreshwater exposure eReefs model comparison\n\n\n\n\nFreshwater exposure eReefs model comparison\n\nFigure 1. This shows a comparison between the freshwater exposure calculated for February 2019 from the 4 km and 1 km eReefs hydrodynamic model (v2.0) with a threshold of 28 PSU. The 4 km model predicts a smaller freshwater plume.\n\n by AIMS\n\n\n Observations taken along the eastern side of Magnetic Island taken on the 20th February 2019 showed no evidence of freshwater bleaching, although some corals were pale due to low light conditions. Corals on the rocks near AIMS (near the Haughton river) showed freshwater mortality. These two points of reference can be used to gauge whether the 1 km or 4 km results are more accurate.\n\n\n\n\n\nLocation\n\n\n1 km model (28 PSU threshold)\n\n\n4 km model (28 PSU threshold)\n\n\nObserved freshwater mortality\n\n\n\n\nFreshwater exposure (PSU days)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n4 km model freshwater exposure (28 PSU threshold)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n\n\nMagnetic Island\n\n\n35\n\n\nNone\n\n\n0\n\n\nNone\n\n\nNone\n\n\n\n\nCape Ferguson\n\n\n75\n\n\nHigh\n\n\n15\n\n\nNone\n\n\nHigh\n\n\n\n\n\nApplying the previously estimated freshwater exposure 50 PSU days the 1 km model predicts there would be coral mortality at Cape Ferguson, which was the case, where as the 4 km model predicts none. At Magnetic Island both models predict no freshwater mortality and none was observed.\nThere is currently little evidence to assess the accuracy of freshwater exposure maps, however the available evidence indicates that the 1 km model are a better match to observations.\n\n\nBerkelmans, R., Jones, A.M. & Schaffelke, B. (2012) Salinity thresholds of Acropora spp. on the Great Barrier Reef. 31: 1103. Coral Reefs. https://doi.org/10.1007/s00338-012-0930-z\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThe sediment is modelled in multiple layers with a thin layer of easily resuspendable material overlying thicker layers of more consolidated sediment. The sediment model contains inorganic particles of different size (Dust, Mud, Sand and Gravel) and different mineralogies (carbonate and non-carbonate). The critical shear stress for resuspension, and the sinking rates, are generally larger for large particles, while and mineralogy only affects the optical properties. The size-class Dust comes only in a non-carbonate mineralogy, and the Mud-carbonate class contains a category of FineSed-mineral that has the same physical and optical properties as Mud-mineral, except that it is initialised with a zero value and only enters the domain from rivers.\n\n\nThis is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]. Suspended sediment is often measured in mg / L. To convert between the model units (kg / m3) and typical units (mg / L), multiply the values by 1000, so 0.005 kg / m3 = 5 mg / L.\n\n\n\nVery fine terrestrial sediment (nominal size 1 µm) released from the catchments via the rivers. It has a sinking velocity of 1 m d-1. This fine particle size is intended to model fine particles that are distributed in flood plumes.\n\n\n\nSmall sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is white in colour.\n\n\n\nSmall sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is brown in colour.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#background", - "href": "gbr1/fresh-water-exposure/index.html#background", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#total-suspended-solids", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#total-suspended-solids", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the sea water the salinity drops, with pure water having a PSU of zero. Coral reefs are sensitive to freshwater as exposure can lead to bleaching and death. The relationship between freshwater exposure and coral bleaching and mortality is poorly understood. However flooding from Fitzroy river in 2011 cause significant shallow water coral mortality on the nearby Keppel Islands (Berkelmans et al. 2012)." + "text": "This is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]. Suspended sediment is often measured in mg / L. To convert between the model units (kg / m3) and typical units (mg / L), multiply the values by 1000, so 0.005 kg / m3 = 5 mg / L." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#average-salinity", - "href": "gbr1/fresh-water-exposure/index.html#average-salinity", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#dust", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#dust", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The third panel in the map shows the average salinity for the month. This is quite similar to the freshwater exposure except that is includes contributions from areas where there was very little freshwater." + "text": "Very fine terrestrial sediment (nominal size 1 µm) released from the catchments via the rivers. It has a sinking velocity of 1 m d-1. This fine particle size is intended to model fine particles that are distributed in flood plumes." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#freshwater-exposure-calculations", - "href": "gbr1/fresh-water-exposure/index.html#freshwater-exposure-calculations", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-carbonate", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-carbonate", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The freshwater exposure maps show the level of exposure to salinity levels below a specified threshold over a month. In the maps above the freshwater exposure was calculated for two threshold levels: 26 and 28 PSU. These were chosen as different species have different tolerances to freshwater exposure, and the most appropriate level is not currently known.\nThe freshwater exposure is calculated from the sum of the daily average salinity below the exposure threshold. Salinity levels above the threshold don't contribute at all to the exposure. Salinity levels below the threshold contribute in proportion to the amount below the threshold. As a result with a threshold of 28 PSU and an exposure to 22 PSU for 3 days the freshwater exposure would be (28-22)*3 = 18 PSU days. The same exposure at 25 PSU would take 6 days (28-25)*6 = 18 PSU days. This method of calculating exposure is conceptually very similar to temperature exposure measured in Degree Heating Weeks, where the higher the temperature is above the typical maximum summer temperature the faster the heat stress occurs. For freshwater exposure the stress occurs when the salinity drops below the threshold value. The lower the salinity the faster the exposure accumulates. More research is needed to determine if this is the best method for estimating stress from freshwater.\nFor comparison the freshwater exposure calculations were applied to the observations taken during the Fitzroy flooding event in 2011 that caused significant coral mortality on reef flats corals in the Keppel Islands (Berkelmans et al. 2012). This shows that exposure to greater than 50 PSU days can result in significant mortality, particularly in sensitive coral species.\n\n\n\n\n\n\n\n\n\n\nIsland\nFreshwater exposure\n(PSU days, 28 PSU threshold)\nReef flat mortality (%)\n\n\n\n\nGreat Keppel\n130\n100\n\n\nHalfway\n110\n100\n\n\nNorth Keppel\n50\n40\n\n\nMiall\n40\n0\n\n\n\n\nFreshwater exposure calculated from measurements taken on the Keppel Islands during the 2011 flooding. (Berkelmans et al. 2012)" + "text": "Small sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is white in colour." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#how-accurate-is-the-modelled-freshwater-exposure", - "href": "gbr1/fresh-water-exposure/index.html#how-accurate-is-the-modelled-freshwater-exposure", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-mineral", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-mineral", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The results on this page are generated from a model and not based on direct measurements of the salinity. It is difficult to reliably determine the level of error without direct measures of salinity during the event, however there are a few clues that give us some estimate of the error and confidence in the results. Figure 1 shows a comparison between the freshwater exposure calculated from the 1 km and 4 km eReefs hydrodynamic models (v2.0). This shows there is a significant difference between these models. For a threshold of 28 PSU at Magnetic Island the 1 km model shows freshwater exposure of 35 PSU days, where as the 4 km model shows 0 PSU days.\n\n\n\n\n\nFreshwater exposure eReefs model comparison\n\n\n\n\nFreshwater exposure eReefs model comparison\n\nFigure 1. This shows a comparison between the freshwater exposure calculated for February 2019 from the 4 km and 1 km eReefs hydrodynamic model (v2.0) with a threshold of 28 PSU. The 4 km model predicts a smaller freshwater plume.\n\n by AIMS\n\n\n Observations taken along the eastern side of Magnetic Island taken on the 20th February 2019 showed no evidence of freshwater bleaching, although some corals were pale due to low light conditions. Corals on the rocks near AIMS (near the Haughton river) showed freshwater mortality. These two points of reference can be used to gauge whether the 1 km or 4 km results are more accurate.\n\n\n\n\n\nLocation\n\n\n1 km model (28 PSU threshold)\n\n\n4 km model (28 PSU threshold)\n\n\nObserved freshwater mortality\n\n\n\n\nFreshwater exposure (PSU days)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n4 km model freshwater exposure (28 PSU threshold)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n\n\nMagnetic Island\n\n\n35\n\n\nNone\n\n\n0\n\n\nNone\n\n\nNone\n\n\n\n\nCape Ferguson\n\n\n75\n\n\nHigh\n\n\n15\n\n\nNone\n\n\nHigh\n\n\n\n\n\nApplying the previously estimated freshwater exposure 50 PSU days the 1 km model predicts there would be coral mortality at Cape Ferguson, which was the case, where as the 4 km model predicts none. At Magnetic Island both models predict no freshwater mortality and none was observed.\nThere is currently little evidence to assess the accuracy of freshwater exposure maps, however the available evidence indicates that the 1 km model are a better match to observations.\n\n\nBerkelmans, R., Jones, A.M. & Schaffelke, B. (2012) Salinity thresholds of Acropora spp. on the Great Barrier Reef. 31: 1103. Coral Reefs. https://doi.org/10.1007/s00338-012-0930-z" + "text": "Small sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is brown in colour." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#source-data", - "href": "gbr1/fresh-water-exposure/index.html#source-data", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#source-data", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#source-data", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#recent-data", - "href": "gbr1/fresh-water-exposure/index.html#recent-data", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#recent-data", + "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#recent-data", + "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/fresh-water-exposure/index.html#erratum", - "href": "gbr1/fresh-water-exposure/index.html#erratum", - "title": "Fresh water exposure at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nThese visualisations show model results of the uptake of nitrogen by corals, showing how much is contained in the coral tissue (coral host nitrogen) and how much is contained in the symbiotic zooxanthellae algae that grow inside the coral (coral symbiont).\nThese maps show that the coral nutrient and chlorophyll levels change very slowly over time. The main effect that can been seen in these visualisations is that the corals increase their chlorophyll density (and its corresponding nitrogen levels) during the winter months when the light levels are lower.\n\n\n\nThese visualisations show some of the internal dynamics of the coral modelling performed in the BGC. This model uses a 'single polyp' model that estimates the nutrient dynamics created by the coral in each grid cell of the model. This coral model helps the BGC to capture the nutrient dynamics caused by the uptake and release of nitrogen of corals as they grow and the effect they have on the PH of the water as they calcify their skeletons.\nThe BGC coral model and these matching visualisations should only be used as a guide for better understanding the BGC model and not as a reflection of the state of coral on the GBR. The BGC model does not include a detailed coral ecosystem model and thus does not provide an estimate of coral cover. It does not consider the effects of coral mortality caused by cyclones, disease or Crown-of-Thorns Starfish and so only provides a first approximation to how the coral reefs affect water chemistry.\nThis coral model is limited to coral reef areas (as determined by the GBRMPA reef features dataset), which is why there are only non-zero values over coral reef pixels. Additionally the model does not consider coral reefs in Torres Strait as these reefs were not included in the GBRMPA reef features dataset used to configure the model.\nNote: The visualisations for the monthly and yearly aggregations are based on regridded data (converting the original raw model data from a curvilinear grid to a regular rectangular grid). This process uses interpolation to perform the regridding process. Since this data is very discontinuous (zero everywhere, except for coral reef pixels) this interpolation results in visual anomalies around the boundaries of the reefs as the interpolation smooths the transition from the coral reef pixels to zero for open water.\n\n\n\nConcentration of nitrogen biomass per m2 of coral symbiont cells, or zooxanthellae. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of chlorophyll biomass per m2 of coral symbiont cells. As chlorophyll is the only pigment resolved in the coral symbiont, ci represents the sum of the concentration of all photosynthetic pigments within the cell and has an absorption spectrum of divinyl chlorophyll a. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of coral host tissue in the entire grid cell. Unlike other epibenthic variables, corals area is assumed to exist in communities that are potentially smaller than the grid size. The fraction of the grid cell covered by corals is given by ACH. Thus the biomass in the occupied region is given by CH/ACH. The percent coverage of the coral of the bottom for the whole cell is given by ACH (1 - exp(-ΩCH CH/ACH)). With only one type of coral resolved, CH represents the biomass of all symbiotic corals. Since the model contains no other benthic filter-feeders, CH best represent the sum of the biomass of all symbiotic filter-feeding organisms such as corals, sponges, clams etc. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/temp-wind-salt-current/index_backup.html", - "href": "gbr4/temp-wind-salt-current/index_backup.html", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-n", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-n", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Temperature, wind, salinity and current (GBR4)\n\n\n\nTime step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nLink to another page: gbr4-hydro_current-multi-depth.html" + "text": "Concentration of nitrogen biomass per m2 of coral symbiont cells, or zooxanthellae. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral." }, { - "objectID": "gbr4/temp-range/index.html", - "href": "gbr4/temp-range/index.html", - "title": "Temperature range at -1.5m (GBR4)", + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-chl", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-chl", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the daily minimum, maximum and temperature range on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model. This is an experimental product that is intended to help investigate whether daily temperature range is a useful indicator of resistence to coral bleaching.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Concentration of chlorophyll biomass per m2 of coral symbiont cells. As chlorophyll is the only pigment resolved in the coral symbiont, ci represents the sum of the concentration of all photosynthetic pigments within the cell and has an absorption spectrum of divinyl chlorophyll a. Light is accessed in the following order: Macroalgae, Seagrass, Coral." }, { - "objectID": "gbr4/temp-range/index.html#source-data", - "href": "gbr4/temp-range/index.html#source-data", - "title": "Temperature range at -1.5m (GBR4)", + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-host-n", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-host-n", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "section": "", + "text": "Concentration of nitrogen biomass per m2 of coral host tissue in the entire grid cell. Unlike other epibenthic variables, corals area is assumed to exist in communities that are potentially smaller than the grid size. The fraction of the grid cell covered by corals is given by ACH. Thus the biomass in the occupied region is given by CH/ACH. The percent coverage of the coral of the bottom for the whole cell is given by ACH (1 - exp(-ΩCH CH/ACH)). With only one type of coral resolved, CH represents the biomass of all symbiotic corals. Since the model contains no other benthic filter-feeders, CH best represent the sum of the biomass of all symbiotic filter-feeding organisms such as corals, sponges, clams etc. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + }, + { + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#source-data", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#source-data", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/temp-range/index.html#recent-data", - "href": "gbr4/temp-range/index.html#recent-data", - "title": "Temperature range at -1.5m (GBR4)", + "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#recent-data", + "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#recent-data", + "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/imos-vs-ereefs/index.html", + "href": "gbr4/imos-vs-ereefs/index.html", + "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nCoral reefs are constructed from calcium carbonate (CaCO3) produced by hard corals and other calcifying organisms. Coral polyps form this calcium carbonate by combining calcium (Ca2+) and carbonate (CO32-) ions in the seawater. This is achieved by the corals trapping small amounts of seawater, containing calcium ions (Ca2+), in small vesicles (small capsules) at the surface of the coral tissue. These vesicles slowly migrate through the coral tissue to its skeleton. On the way carbonate ions (CO32-) are then injected into these vesicles from the coral tissue, raising its concentration above surrounding seawater levels, helping to accelerate the carbonate precipitation (solid crystal formation). The biological process used to pump in the carbonate ions is not yet well understood. In the vesicles an amorphous (unstructured) calcium carbonate forms. Once the vesicles reach the surface of the skeleton the amorphous calcium carbonate particles attach to the skeleton and slowly transform into aragonite, which is the crystal structure of calcium carbonate that makes up the bulk of the coral skeleton (Mass et al., 2017).\nThe total Dissolved Inorganic Carbon (DIC) in seawater is made up from the sum of dissolved carbon dioxide (CO2(aq)), bicarbonate ions (HCO3-) and carbonate ions (CO32-). The distribution of these carbon molecule species varies with the seawater pH. At a typical seawater pH of 8.1, bicarbonate dominates, representing around 90% of DIC. Carbonate ions (CO32-) are the next most abundant species (~10% of DIC), while carbon dioxide CO2(aq) represents less than 1% (Barker and Ridgwell, 2012). Increases in atmospheric CO2 results in more dissolved CO2 combining with water (H2O) to form carbonic acid (H2CO3). This lowers the pH of the water as the carbonic acid molecule splits into hydrogen ions (H+) and bicarbonate ions (HCO3-). It is the free hydrogen ions (H+) that make it acidic. The existing carbonate ions (CO32-) in the water buffer the pH by combining with the extra hydrogen ions (H+) to form bicarbonate (HCO3-). As a result, increasing CO2 levels lowers the seawater pH, which in turn lowers the amount of carbonate in the seawater, which can impede calcification. While the CSIRO eReefs BioGeoChemical (BCG) model assumes a constant atmospheric CO2 level (and as such doesn't model increasing CO2 levels) understanding this causal change is useful to understanding how pH and total alkalinity (HCO3-+CO32-) are related.\nSurface seawater is generally supersaturated with respect to calcium carbonate minerals, meaning that the concentration of calcium and carbonate ions is higher than the concentration needed for precipitation to occur. The aragonite saturation state is commonly used to track ocean acidification because it is a measure of carbonate ion concentration. Aragonite is one of the more soluble forms of calcium carbonate (CaCO3) and is widely used by marine calcifiers to build their skeletons and shells. Corals and other calcifiers are more likely to survive and reproduce when the saturation state is greater than three. When aragonite saturation state falls below 3, these organisms become stressed, and when saturation state is less than 1, shells and other aragonite structures begin to dissolve (NOAA, n.d.).\n\n\nThese maps show estimates, based on the eReefs BioGeoChemical model, of key variables that relate to ocean acidity and a metric (aragonite saturation state) that measures how easy it is for calcium carbonate (which makes up shells and coral skeletons) to precipitate (solidify) or dissolve.\nIn these visualisations we can see that the pH goes through a seasonal cycle with a lower pH in summer due to higher temperatures. The pH and aragonite saturation state is often lower near the coast. This is most likely due to plankton growth, which removes DIC from the water as it is converted to biological forms of carbon. This lowers the DIC, which in turn lowers the aragonite saturation state and pH.\n\n\n\nThe version of the BGC model here assumes a constant value for atmospheric CO2 of 396.4 ppm, see page 101 of Baird (2019). It is therefore not suitable for looking at trends in changes due to ocean acidification.\n\n\n\n\n\n\nConcentration of ions that can be converted to uncharged species by a strong acid. The model assumes total alkalinity is the sum of the bicarbonate and carbonate ions (AT =[HCO3-] + [CO32-]), often referred to as carbonate alkalinity. Alkalinity and DIC together quantify the equilibrium state of the seawater carbon chemistry.\n\n\n\npH based on [H+] calculated from carbon chemistry equilibra at water column values of temperature (T), salinity (S), dissolved inorganic carbon (DIC) and total alkalinity (AT).\n\n\n\nThe aragonite saturation state of seawater is the product of the concentrations of dissolved calcium and carbonate ions in seawater divided by their product at equilibrium: ( [Ca2+] × [CO32-] ) / [CaCO3], where dissolved calcium [Ca2+] is the seawater concentration of dissolved calcium ions, [CO32-] is the seawater concentration of carbonate ions and [CaCO3] is the solubility of aragonite in seawater. When the aragonite saturation state is 1, the seawater is exactly in equilibrium or saturation with respect to aragonite and as a result aragonite does not dissolve or precipitate.\nIn the BGC model coral growth is halted for aragonite saturation state values less than 2. The aragonite saturation state value determines the coral calcification rate in the model, where calcification is proportional to the amount that the aragonite saturation state value is above 1 and the carbon reserves of the coral.\n\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\nBarker, S. & Ridgwell, A. (2012) Ocean Acidification. Nature Education Knowledge 3(10):21, https://www.nature.com/scitable/knowledge/library/ocean-acidification-25822734/\nMass, T., Giuffre, A.J., Sun, Stifler, C.A., Frazier M.J., Neder, M., Tamura, N., Stan, C.V., Marcus, M.A., Gilbert, P.U.P.A. (2017) Growing coral crystals attach particles, not ions. Proceedings of the National Academy of Sciences Sep 2017, 114 (37) E7670-E7678; DOI: 10.1073/pnas.1707890114\nNOAA, (n.d.) Ocean Acidification: Saturation State. Retrieved: September, 17, 2020, from https://sos.noaa.gov/datasets/ocean-acidification-saturation-state/\nZheng, M. & Cao, L. (2015) Simulation of global ocean acidification and chemical habitats of shallow- and cold-water coral reefs, https://doi.org/10.1016/j.accre.2015.05.002\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis video compares the temperature and ocean current data of the eReefs Hydrodynamic model (4km resolution) with remotely sensed temperature and ocean current provided by Integrated Marine Observing System (IMOS). For the ocean current data we use the IMOS - OceanCurrent - Gridded sea level anomaly - Near real time dataset and for the temperature the IMOS - SRS - SST - L3S - Single Sensor - 6 day - night time - Australia dataset. The 6 day period was chosen to reduce the chances of data gaps because of cloud coverage.\nThe comparison has some limitations that need to be considered. The IMOS satellite temperature data is created by layering the most recent readings over a 6-day period. This aggregation period helps to fill in areas that are covered by clouds in any one day. This does mean however that in some parts of the map the temperature can be up to 6 days old. The eReefs model will, however, always show a full map from a single day. Furthermore, the IMOS product estimates the temperature from nighttime readings while the eReefs temperature data is a 24-hour average (derived from hourly data). The eReefs ocean current data is also a 24-hour average. This reduces the tidal effects on the current vector, but doesn’t eliminate it, whereas the geostrophic velocities in the IMOS dataset are detided (see the metadata record for more information).\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#carbon-chemistry-background", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#carbon-chemistry-background", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/imos-vs-ereefs/index.html#source-data", + "href": "gbr4/imos-vs-ereefs/index.html#source-data", + "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", "section": "", - "text": "Coral reefs are constructed from calcium carbonate (CaCO3) produced by hard corals and other calcifying organisms. Coral polyps form this calcium carbonate by combining calcium (Ca2+) and carbonate (CO32-) ions in the seawater. This is achieved by the corals trapping small amounts of seawater, containing calcium ions (Ca2+), in small vesicles (small capsules) at the surface of the coral tissue. These vesicles slowly migrate through the coral tissue to its skeleton. On the way carbonate ions (CO32-) are then injected into these vesicles from the coral tissue, raising its concentration above surrounding seawater levels, helping to accelerate the carbonate precipitation (solid crystal formation). The biological process used to pump in the carbonate ions is not yet well understood. In the vesicles an amorphous (unstructured) calcium carbonate forms. Once the vesicles reach the surface of the skeleton the amorphous calcium carbonate particles attach to the skeleton and slowly transform into aragonite, which is the crystal structure of calcium carbonate that makes up the bulk of the coral skeleton (Mass et al., 2017).\nThe total Dissolved Inorganic Carbon (DIC) in seawater is made up from the sum of dissolved carbon dioxide (CO2(aq)), bicarbonate ions (HCO3-) and carbonate ions (CO32-). The distribution of these carbon molecule species varies with the seawater pH. At a typical seawater pH of 8.1, bicarbonate dominates, representing around 90% of DIC. Carbonate ions (CO32-) are the next most abundant species (~10% of DIC), while carbon dioxide CO2(aq) represents less than 1% (Barker and Ridgwell, 2012). Increases in atmospheric CO2 results in more dissolved CO2 combining with water (H2O) to form carbonic acid (H2CO3). This lowers the pH of the water as the carbonic acid molecule splits into hydrogen ions (H+) and bicarbonate ions (HCO3-). It is the free hydrogen ions (H+) that make it acidic. The existing carbonate ions (CO32-) in the water buffer the pH by combining with the extra hydrogen ions (H+) to form bicarbonate (HCO3-). As a result, increasing CO2 levels lowers the seawater pH, which in turn lowers the amount of carbonate in the seawater, which can impede calcification. While the CSIRO eReefs BioGeoChemical (BCG) model assumes a constant atmospheric CO2 level (and as such doesn't model increasing CO2 levels) understanding this causal change is useful to understanding how pH and total alkalinity (HCO3-+CO32-) are related.\nSurface seawater is generally supersaturated with respect to calcium carbonate minerals, meaning that the concentration of calcium and carbonate ions is higher than the concentration needed for precipitation to occur. The aragonite saturation state is commonly used to track ocean acidification because it is a measure of carbonate ion concentration. Aragonite is one of the more soluble forms of calcium carbonate (CaCO3) and is widely used by marine calcifiers to build their skeletons and shells. Corals and other calcifiers are more likely to survive and reproduce when the saturation state is greater than three. When aragonite saturation state falls below 3, these organisms become stressed, and when saturation state is less than 1, shells and other aragonite structures begin to dissolve (NOAA, n.d.).\n\n\nThese maps show estimates, based on the eReefs BioGeoChemical model, of key variables that relate to ocean acidity and a metric (aragonite saturation state) that measures how easy it is for calcium carbonate (which makes up shells and coral skeletons) to precipitate (solidify) or dissolve.\nIn these visualisations we can see that the pH goes through a seasonal cycle with a lower pH in summer due to higher temperatures. The pH and aragonite saturation state is often lower near the coast. This is most likely due to plankton growth, which removes DIC from the water as it is converted to biological forms of carbon. This lowers the DIC, which in turn lowers the aragonite saturation state and pH.\n\n\n\nThe version of the BGC model here assumes a constant value for atmospheric CO2 of 396.4 ppm, see page 101 of Baird (2019). It is therefore not suitable for looking at trends in changes due to ocean acidification." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#model-variables", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#model-variables", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/imos-vs-ereefs/index.html#recent-data", + "href": "gbr4/imos-vs-ereefs/index.html#recent-data", + "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", "section": "", - "text": "Concentration of ions that can be converted to uncharged species by a strong acid. The model assumes total alkalinity is the sum of the bicarbonate and carbonate ions (AT =[HCO3-] + [CO32-]), often referred to as carbonate alkalinity. Alkalinity and DIC together quantify the equilibrium state of the seawater carbon chemistry.\n\n\n\npH based on [H+] calculated from carbon chemistry equilibra at water column values of temperature (T), salinity (S), dissolved inorganic carbon (DIC) and total alkalinity (AT).\n\n\n\nThe aragonite saturation state of seawater is the product of the concentrations of dissolved calcium and carbonate ions in seawater divided by their product at equilibrium: ( [Ca2+] × [CO32-] ) / [CaCO3], where dissolved calcium [Ca2+] is the seawater concentration of dissolved calcium ions, [CO32-] is the seawater concentration of carbonate ions and [CaCO3] is the solubility of aragonite in seawater. When the aragonite saturation state is 1, the seawater is exactly in equilibrium or saturation with respect to aragonite and as a result aragonite does not dissolve or precipitate.\nIn the BGC model coral growth is halted for aragonite saturation state values less than 2. The aragonite saturation state value determines the coral calcification rate in the model, where calcification is proportional to the amount that the aragonite saturation state value is above 1 and the carbon reserves of the coral." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#references", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#references", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index_backup.html", + "href": "gbr4/temp-wind-salt-current/index_backup.html", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "Baird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\nBarker, S. & Ridgwell, A. (2012) Ocean Acidification. Nature Education Knowledge 3(10):21, https://www.nature.com/scitable/knowledge/library/ocean-acidification-25822734/\nMass, T., Giuffre, A.J., Sun, Stifler, C.A., Frazier M.J., Neder, M., Tamura, N., Stan, C.V., Marcus, M.A., Gilbert, P.U.P.A. (2017) Growing coral crystals attach particles, not ions. Proceedings of the National Academy of Sciences Sep 2017, 114 (37) E7670-E7678; DOI: 10.1073/pnas.1707890114\nNOAA, (n.d.) Ocean Acidification: Saturation State. Retrieved: September, 17, 2020, from https://sos.noaa.gov/datasets/ocean-acidification-saturation-state/\nZheng, M. & Cao, L. (2015) Simulation of global ocean acidification and chemical habitats of shallow- and cold-water coral reefs, https://doi.org/10.1016/j.accre.2015.05.002" + "text": "Temperature, wind, salinity and current (GBR4)\n\n\n\nTime step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nLink to another page: gbr4-hydro_current-multi-depth.html" }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#source-data", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#source-data", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "about.html", + "href": "about.html", + "title": "About", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "The eReefs research project is a collaboration between the Great Barrier Reef Foundation, CSIRO, the Australian Institute of Marine Science, Bureau of Meteorology, and Queensland Government. It aims to develop a platform that will provide a picture of what is currently happening on the reef and what has happened in the past. This website provides visualisations and aggregations of the eReefs hydrodynamic and biogeochemical models allowing easy access to the current and historic environmental conditions on the Great Barrier Reef.\n\n\nThe eReefs hydrodynamic model predicts the movement of marine waters, as well as key physical environmental conditions such as water temperature and salinity. This model is a deterministic physics based model that evolves based on equations of conversation of momentum, continuity and conservation of heat and salt driven externally by wind, atmospheric pressure gradients, surface heat and water fluxes and open-boundary conditions such as tides and low frequency ocean currents. The external boundary of CSIRO hydrodynamic model are forced by the BOM Access-R weather models and BOM OMAP for boundary currents. The GBR1 1 km model is nested inside the GBR4 4 km model, with the GBR4 acting as the boundary of the GBR1 model.\nThe hydrodynamic model results allow us to better understand the effect of cyclones, the location of potentially damaging heat waves that can cause coral bleaching, the ocean currents that disperse larve of corals and Crown-of-Thorns starfish, and fresh water plumes from flooded rivers that can damage inshore reefs.\nThe eReefs BioGeoChemical (BGC) and sediment model uses the results of the hydrodynamic model to track the movement and concentration of nutrients and sediments. It models the effects of land run off into the marine space and the nutrient recycling processes associated with plankton, seagrass and coral.\nMore information: eReefs: An operational information system for managing the Great Barrier Reef.\n\n\n\nThis site presents visualisations of key variables from both the eReefs Hydrodynamic and BGC models. The raw model outputs are available publicly via the National Computing Infrastructure (NCI) THREDDS data service and are described in more detail on the Access to raw model output page on the CSIRO eReefs site. The problem is that using the raw model data directly can be a huge challenge due to their huge data size (~ 19 TB). The raw model data uses files that have a curvilinear grid, that helps the efficiency of the model, but prevents the data from being directly viewable in GIS applications such as QGIS or ArcGIS. Another significant challenge is that the model data has over 10's of millions of individual map layers making it very difficult to understand the processes looking at them one at a time. The AIMS eReefs platform aims to solve these problems by:\n\nPresenting visualisations using pre-rendered videos. These videos provide rapid viewing of the eReefs data. These videos show multiple related variables, to allow the connections between key processes to be easily seen,\nGenerating aggregations over time (daily, months, seasonal, annual) of the model data to show longer time scale spatial patterns of variables, whilst shrinking the data to a more manageable size,\nRegridding the model data from curvilinear data to a rectangular grid so that it can be used in a desktop GIS applications,\nProviding a data extraction service that allows time series data of locations of interest to be easily downloaded,\nProviding data services of all the generated derived data so that it can be accessed programmatically to facilitate reproducible science.\nGenerating exposures maps to identify regions where organisms are being exposed to harsh conditions that might adversely affect their health.\n\nThe products on this website are updated in near real time from the NCI data services. As CSIRO updates the model data this site regenerates and updates the visualisation and data services available.\n\n\n\nTwo new tools were developed to process and visualise the eReefs model data. These were a tool for processing the model outputs to calculate time aggregates and exposures (Ncaggregate), and a tool for automatically generating maps and videos from the data (Ncanimate). Along with these tools a host of smaller coordinating tools were developed. These were to automate the mirroring of data, to coordinate the processing workflow and for presenting of the thousands of products on the website.\n\n\n\n\n\nAIMS eReefs platform overview\n\n\n\n\nAIMS eReefs platform overview\n\nThe GBR4 and GBR1 model data is generated by CSIRO. It is then push to the National Computing Intrastructure (NCI) where it is made available publicly as a data service. The AIMS eReefs platform creates a local partial mirror of the data, stripping off unused variables to save on space. This data is then processed to produce regridded aggregation data with daily, monthly and annual aggregations. This data is made available as data services to allow data download, programmatic access to the data and as a web mapping service to link in with the CSIRO eReefs Vis Portal. The raw model data, along with the aggregated data is visualised as maps and map videos. These are made available via the AIMSeReefs visualisation portal. The final component is the data extraction tool. Requests from users trigger the extraction process. These extractions can take a while and so users are emailed back when there extractions are complete.\n\n by AIMS\n\n\n\n\n\nAll the dataset used to create the visualisations on this site are made available in NetCDF format from our AIMS eAtlas THREDDS server.\nThese correspond to all the aggregate products generated by this project. This corresponds to daily, monthly, annual aggregates. These files have been regridded to a regular grid to allow them to be loaded into a standard GIS application such as ArcMap. You can do this by following the Reading netCDF as a raster layer guide.\n\n\n\nAll the data used in the visualisations are available programmatically via the AIMS eAtlas THREDDS server by either download the full NetCDF data or by using libraries to access the data using the OPeNDAP data protocol. The following are tutorials in using these services in a range of languages.\n\n\n\nLanguage\nDescription\nData source\nNotebook\n\n\n\n\nPython\n1. Plot AIMS eReefs data as a map from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n2. Plot AIMS eReefs time plot from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n3. Processing the data from the AIMS eReefs extraction tool - Wind and currents\nAIMS eReefs data extraction tool\nNotebook (Jupyter)\n\n\nR\nHow to plot AIMS eReefs data with R\nAIMS eReefs aggregate model data\nR markdown\n\n\nR\nR package to facilitate extracting and visualising eReefs model output data\nCISRO eReefs raw model data\nR library" }, { - "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#recent-data", - "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#recent-data", - "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", + "objectID": "about.html#about-the-ereefs-models", + "href": "about.html#about-the-ereefs-models", + "title": "About", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The eReefs hydrodynamic model predicts the movement of marine waters, as well as key physical environmental conditions such as water temperature and salinity. This model is a deterministic physics based model that evolves based on equations of conversation of momentum, continuity and conservation of heat and salt driven externally by wind, atmospheric pressure gradients, surface heat and water fluxes and open-boundary conditions such as tides and low frequency ocean currents. The external boundary of CSIRO hydrodynamic model are forced by the BOM Access-R weather models and BOM OMAP for boundary currents. The GBR1 1 km model is nested inside the GBR4 4 km model, with the GBR4 acting as the boundary of the GBR1 model.\nThe hydrodynamic model results allow us to better understand the effect of cyclones, the location of potentially damaging heat waves that can cause coral bleaching, the ocean currents that disperse larve of corals and Crown-of-Thorns starfish, and fresh water plumes from flooded rivers that can damage inshore reefs.\nThe eReefs BioGeoChemical (BGC) and sediment model uses the results of the hydrodynamic model to track the movement and concentration of nutrients and sediments. It models the effects of land run off into the marine space and the nutrient recycling processes associated with plankton, seagrass and coral.\nMore information: eReefs: An operational information system for managing the Great Barrier Reef." }, { - "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html", - "href": "gbr4/bgc/baseline/din_no3_nh4/index.html", - "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", + "objectID": "about.html#what-does-this-website-show", + "href": "about.html#what-does-this-website-show", + "title": "About", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis visualisation shows modelled nitrogen levels from the CSIRO eReefs Biogeochemical model. Nitrogen is a key limiting nutrient in the growth of plants and algae. Coral reefs are generally nutrient poor environments with much of the nutrients being locally recycled. Increased nutrient levels promote the growth of phytoplankton, turf algae and macroalgae, inhibiting the rate of recovery of coral reefs.\nThe BGC model tracks the transformation of nitrogen through the nitrogen cycle, from fixing of nitrogen gas into ammonia by tricodesmium, to its uptake by plants, propagation through the food chain to zooplantkon, to release due to mortality and finally denitrification back into nitrogen gas.\nThe BGC model contains two forms of dissolved inorganic nitrogen (DIN), dissolved ammonia (NH4) and dissolved nitrate (NO3): DIN = [NH4] + [NO3]. In the model, the ammonia component of the DIN pool is assumed to be taken up first by all primary producers (phytoplankton, tricodesmium, macroalgae and seagrass), followed by the nitrate, with the caveat that the uptake of ammonia cannot exceed the diffusion limit for ammonia. The underlying principle of this assumption is that photosynthetic organisms can entirely preference ammonia, but that the uptake of ammonia is still limited by diffusion to the organism’s surface.\nNitrification is the oxidation of ammonia (NH4) with oxygen, to form nitrite followed by the rapid oxidation of these nitrites into nitrates (NO3). In the BGC model nitrification occurs in the water column and sediment depending on oxygen levels.\nPhotosynthetic growth is determined by concentrations of dissolved nutrients (nitrogen and phosphate) and photosynthetically active radiation. Autotrophs (seagrass, phytoplankton, macroalgae and tricodesmium) take up dissolved ammonium, nitrate, phosphate and inorganic carbon. Ammonia is preferentially taken up as a source of nitrogen over nitrate as it can be directly used by plants. Nitrogen is transported through the phytoplankton to zooplankton food chain. Nitrogen is released as ammonia when an organism decays. Tricodesmium fixes nitrogen, converting nitrogen gas N2 into ammonia NH3 when the DIN concentration falls below a critical concentration.\n\n\nConcentration of dissolved inorganic nitrogen (DIN). DIN = [NH4] + [NO3].\n\n\n\nConcentration of nitrate. In the absence of nitrite [NO2-] in the model, nitrate represents [NO3-] + [NO2-].\n\n\n\nConcentration of ammonia ions [NH4+].\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "This site presents visualisations of key variables from both the eReefs Hydrodynamic and BGC models. The raw model outputs are available publicly via the National Computing Infrastructure (NCI) THREDDS data service and are described in more detail on the Access to raw model output page on the CSIRO eReefs site. The problem is that using the raw model data directly can be a huge challenge due to their huge data size (~ 19 TB). The raw model data uses files that have a curvilinear grid, that helps the efficiency of the model, but prevents the data from being directly viewable in GIS applications such as QGIS or ArcGIS. Another significant challenge is that the model data has over 10's of millions of individual map layers making it very difficult to understand the processes looking at them one at a time. The AIMS eReefs platform aims to solve these problems by:\n\nPresenting visualisations using pre-rendered videos. These videos provide rapid viewing of the eReefs data. These videos show multiple related variables, to allow the connections between key processes to be easily seen,\nGenerating aggregations over time (daily, months, seasonal, annual) of the model data to show longer time scale spatial patterns of variables, whilst shrinking the data to a more manageable size,\nRegridding the model data from curvilinear data to a rectangular grid so that it can be used in a desktop GIS applications,\nProviding a data extraction service that allows time series data of locations of interest to be easily downloaded,\nProviding data services of all the generated derived data so that it can be accessed programmatically to facilitate reproducible science.\nGenerating exposures maps to identify regions where organisms are being exposed to harsh conditions that might adversely affect their health.\n\nThe products on this website are updated in near real time from the NCI data services. As CSIRO updates the model data this site regenerates and updates the visualisation and data services available." }, { - "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html#source-data", - "href": "gbr4/bgc/baseline/din_no3_nh4/index.html#source-data", - "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", + "objectID": "about.html#how-are-the-map-products-on-this-website-generated", + "href": "about.html#how-are-the-map-products-on-this-website-generated", + "title": "About", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "Two new tools were developed to process and visualise the eReefs model data. These were a tool for processing the model outputs to calculate time aggregates and exposures (Ncaggregate), and a tool for automatically generating maps and videos from the data (Ncanimate). Along with these tools a host of smaller coordinating tools were developed. These were to automate the mirroring of data, to coordinate the processing workflow and for presenting of the thousands of products on the website.\n\n\n\n\n\nAIMS eReefs platform overview\n\n\n\n\nAIMS eReefs platform overview\n\nThe GBR4 and GBR1 model data is generated by CSIRO. It is then push to the National Computing Intrastructure (NCI) where it is made available publicly as a data service. The AIMS eReefs platform creates a local partial mirror of the data, stripping off unused variables to save on space. This data is then processed to produce regridded aggregation data with daily, monthly and annual aggregations. This data is made available as data services to allow data download, programmatic access to the data and as a web mapping service to link in with the CSIRO eReefs Vis Portal. The raw model data, along with the aggregated data is visualised as maps and map videos. These are made available via the AIMSeReefs visualisation portal. The final component is the data extraction tool. Requests from users trigger the extraction process. These extractions can take a while and so users are emailed back when there extractions are complete.\n\n by AIMS" }, { - "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html#recent-data", - "href": "gbr4/bgc/baseline/din_no3_nh4/index.html#recent-data", - "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", + "objectID": "about.html#how-do-i-access-the-data-used-in-the-visualisations", + "href": "about.html#how-do-i-access-the-data-used-in-the-visualisations", + "title": "About", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "All the dataset used to create the visualisations on this site are made available in NetCDF format from our AIMS eAtlas THREDDS server.\nThese correspond to all the aggregate products generated by this project. This corresponds to daily, monthly, annual aggregates. These files have been regridded to a regular grid to allow them to be loaded into a standard GIS application such as ArcMap. You can do this by following the Reading netCDF as a raster layer guide." }, { - "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html", - "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html", - "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", + "objectID": "about.html#how-do-i-access-the-data-programmatically", + "href": "about.html#how-do-i-access-the-data-programmatically", + "title": "About", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nConcentration of oxygen.\nDissolved oxygen plays a pivotal role, driving multiple biogeochemical processes and influencing the balance of other elements like carbon, nitrogen, and phosphorus. The BGC model cycles carbon, nitrogen, phosphorous and oxygen through multiple phytoplankton, zooplankton, detritus and dissolved organic and inorganic forms in the water column and sediment layers.\nThe production (by photosynthesis) and consumption (by respiration and remineralisation) of dissolved oxygen is included in the model and, depending on prevailing concentrations, facilitates or inhibits the oxidation of ammonium to nitrate and its subsequent denitrification to dinitrogen gas which is then lost from the system.\nMore detail on how oxygen levels were modelled can be found in Baird et al. (2020).\n\n\n\nThe saturation state of oxygen [O2]sat is determined as a function of temperature and salinity following Weiss (1970). It represents the maximum amount of the dissolved oxygen that the water can hold. It is used to calculate the amount of oxygen exchange in the sea-air boundary. If the oxygen saturation percentage is below 100% then oxygen will be absorbed from the atmosphere. If it is above 100% then oxygen will be out gased from the sea into the atmosphere.\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woźniak, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., … Steven, A. D. L. (2020). CSIRO Environmental Modelling Suite (EMS): scientific description of the optical and biogeochemical models (vB3p0). Geoscientific Model Development, 13(9), 4503–4553. https://doi.org/10.5194/gmd-13-4503-2020\nWeiss, R.: The solubility of nitrogen, oxygen and argon in water and seawater, Deep Sea Res., 17, 721–735, 1970.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "All the data used in the visualisations are available programmatically via the AIMS eAtlas THREDDS server by either download the full NetCDF data or by using libraries to access the data using the OPeNDAP data protocol. The following are tutorials in using these services in a range of languages.\n\n\n\nLanguage\nDescription\nData source\nNotebook\n\n\n\n\nPython\n1. Plot AIMS eReefs data as a map from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n2. Plot AIMS eReefs time plot from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n3. Processing the data from the AIMS eReefs extraction tool - Wind and currents\nAIMS eReefs data extraction tool\nNotebook (Jupyter)\n\n\nR\nHow to plot AIMS eReefs data with R\nAIMS eReefs aggregate model data\nR markdown\n\n\nR\nR package to facilitate extracting and visualising eReefs model output data\nCISRO eReefs raw model data\nR library" }, { - "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#source-data", - "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#source-data", - "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-multi-depth/index.html", + "href": "gbr1/current-multi-depth/index.html", + "title": "Current at 2.35m, 18m and 103m depth (GBR1)", + "section": "", + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the strength and direction of ocean currents at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + }, + { + "objectID": "gbr1/current-multi-depth/index.html#source-data", + "href": "gbr1/current-multi-depth/index.html#source-data", + "title": "Current at 2.35m, 18m and 103m depth (GBR1)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#recent-data", - "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#recent-data", - "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-multi-depth/index.html#recent-data", + "href": "gbr1/current-multi-depth/index.html#recent-data", + "title": "Current at 2.35m, 18m and 103m depth (GBR1)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/true-colour/index.html", - "href": "gbr4/bgc/baseline/true-colour/index.html", - "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-multi-depth/index.html#erratum", + "href": "gbr1/current-multi-depth/index.html#erratum", + "title": "Current at 2.35m, 18m and 103m depth (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nA key challenge with validating the BGC model is that the number of in-situ observations is very limited compared with the geographic scope and detail of the model. To help overcome this limitation the CSIRO eReefs BGC model simulates the light transport through the water based on the nutrients, plankton and suspended sediments. It uses this information to simulate what the ocean would look like if it were imaged by the NASA MODIS satellite. This allows the model results to be directly compared with satellite imagery to check its performance and skill.\nThis visualisation shows the estimated colour image as would be seen by the MODIS satellite, except with no clouds. While we don’t create a direct comparison with the MODIS imagery here on this site, you can view the MODIS imagery via the NASA WorldView browser.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/true-colour/index.html#source-data", - "href": "gbr4/bgc/baseline/true-colour/index.html#source-data", - "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-magnitude-average/index.html", + "href": "gbr1/current-magnitude-average/index.html", + "title": "Current magnitude average at 2.35m (GBR1)", + "section": "", + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the magnitude of the surface sea water current on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\nThe magnitude shown in these videos and images tells you the speed of the water, but with no indication of the direction. In shallow areas this information can be useful in understanding the amount of sediment mixing caused by tides and the amount of shear stress (side ways rubbing) that these areas might experience. Shallow areas that have a high current magnitude are likely to be different habitats.\nFor details of this dataset and access to the data see the eReefs CSIRO Hydrodynamic model (Temperature, Salinity, Wind, Current) Summaries (AIMS) metadata page.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + }, + { + "objectID": "gbr1/current-magnitude-average/index.html#source-data", + "href": "gbr1/current-magnitude-average/index.html#source-data", + "title": "Current magnitude average at 2.35m (GBR1)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/true-colour/index.html#recent-data", - "href": "gbr4/bgc/baseline/true-colour/index.html#recent-data", - "title": "Simulated true colour (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-magnitude-average/index.html#recent-data", + "href": "gbr1/current-magnitude-average/index.html#recent-data", + "title": "Current magnitude average at 2.35m (GBR1)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html", - "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html", - "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/current-magnitude-average/index.html#erratum", + "href": "gbr1/current-magnitude-average/index.html#erratum", + "title": "Current magnitude average at 2.35m (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nThe concentration of carbon in dissolved organic compounds.\n\n\n\nThe concentration of nitrogen in dissolved organic compounds.\n\n\n\nThe concentration of phosphorus in dissolved organic compounds.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#source-data", - "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#source-data", - "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/salt-multi-depth/index.html", + "href": "gbr1/salt-multi-depth/index.html", + "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", + "section": "", + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows salinity at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\n\n\nThe salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the ocean water the salinity drops, with pure water having a PSU of zero. This product highlights that, absent forced mixing from current upwelling (such as by cyclones), lower salinity water floats to the surface (represented on this page by the 2.35m depth).\n\n\n\n\nNorth Queensland Flooding February 2019\nCyclone Nathan (March 2015)\nCyclone Debbie (March 2017)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + }, + { + "objectID": "gbr1/salt-multi-depth/index.html#source-data", + "href": "gbr1/salt-multi-depth/index.html#source-data", + "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#recent-data", - "href": "gbr4/bgc/baseline/dor-c_dor-n_dor-p/index.html#recent-data", - "title": "Dissolved Organic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/salt-multi-depth/index.html#recent-data", + "href": "gbr1/salt-multi-depth/index.html#recent-data", + "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/salt-multi-depth/index.html#erratum", + "href": "gbr1/salt-multi-depth/index.html#erratum", + "title": "Salinity at 2.35m, 5.35m and 18m depth (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThese visualisations show the amount of modelled seagrass and macroalgae represented as the amount of nitrogen contained in their biomass in each modelled pixel. Seagrass and macroalgae play a key role in the nitrogen cycle of inshore areas. When they grow they take up nitrogen, phosphorus and carbon from the water into their leaf and root structures. When they die they break down and release these nutrient stores back into the water column.\nSeagrasses are represented in the model as an amount per m2 with a constant stoichiometry (C:N:P = 550:30:1) for both above-ground, and belowground, biomass, and can translocate organic matter at this constant stoichiometry between the two stores of biomass. Growth occurs only in the above-ground biomass, but losses (grazing, decay etc.) occur in both. Multiple seagrass varieties are represented. The varieties are modelled using the same equations for growth, respiration and mortality, but with different parameter values.\nThe model parameters for each of the three types of seagrass are shown in Table 24 (pg 48) of Baird et al. (2019).\nDetails about about the macroalgae model are detailed in section 4.2 of Baird et al. (2019).\n\n\nThese maps show model derived estimates of density for seagrass and macroalgae. They are not derived from direct observations. Observed seagrass distributions can be found from the dataset: Seagrass mapping synthesis: A resource for coastal management in the Great Barrier Reef (NESP TWQ Project 3.2.1 and 5.4, TropWATER, James Cook University).\nThe BGC model assumes that morality of macroalgae has a constant rate (see section 4.2.4 of Baird et al. (2019)) and so macroalgae dynamics are not affected by environmental factors such as cyclones.\n\n\n\nConcentration of nitrogen biomass per m2 of macroalgae. Macroalgae (or seaweed) grows above all other benthic plants (corals, seagrasses, benthic microalgae). It is parameterised as a non-calcifying leafy algae, with a C:N:P ratio of 550:30:1, and a formulation for calculating the percentage of the bottom covered as 1-exp(-ΩMA MA). In the model, in the absence of both calcifying macroalgae (particularly Halimeda) and unicellular epiphytes, macroalgae represents the biomass of all seaweeds and epiphytes. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Zostera. This form captures light after it has passed through macroalgae and before it passes through Halophila. This form is better adapted to high light, low nutrient conditions than Halophila as a result of a deeper root structure and being able to shade it. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila. This form captures light after it has passed through the Zostera seagrass form. The Halophila form is better adapted to low light conditions than Zostera, having a faster growth rate and lower minimum light requirement. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila deciphens. This form captures light after it has passed through the Zostera and Halophila ovalis seagrass form.\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#macroalgae-n", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#macroalgae-n", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/river-tracers/index.html", + "href": "gbr1/river-tracers/index.html", + "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", "section": "", - "text": "Concentration of nitrogen biomass per m2 of macroalgae. Macroalgae (or seaweed) grows above all other benthic plants (corals, seagrasses, benthic microalgae). It is parameterised as a non-calcifying leafy algae, with a C:N:P ratio of 550:30:1, and a formulation for calculating the percentage of the bottom covered as 1-exp(-ΩMA MA). In the model, in the absence of both calcifying macroalgae (particularly Halimeda) and unicellular epiphytes, macroalgae represents the biomass of all seaweeds and epiphytes. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis product shows flood plumes associated with the major rivers along the Queensland coastline flowing into the Great Barrier Reef Marine Park. These visualisations are produced from using currents calculated by the eReefs hydrodynamic model to drive a tracer transport model.\nFlood plumes deliver sediments and nutrients into the ocean, both of which can result in detrimental effects on seagrass and reef habitats.\nThe left most panel shows the near-surface salinity and the wind vectors. The salinity indicates how salty the water is and it is lowered by river run off and rainfall. Thus reduced salinity is a measure of the combined impact of all rivers combined. The wind is shown as arrows overlaid on the salinity. The wind pushes the flood plumes around and has a strong influence on where the plumes go. The other major influence is the impact of the rotation of the Earth on buoyant plumes. The other three panels each show the river tracers for five rivers each. We split up the rivers into multiple panels to limit the amount of overlap in their extent during large flooding events.\nIn the model, tracers are released at the mouth into the surface flow of each river. These tracers move with the ocean currents, becoming more dilute as they spread out and mix with the ocean water, allowing the concentration of river water to be tracked over time. These tracers show the fraction of the water, at any given location, associated with each river.\nThe lowest threshold of river water concentration (1%) shown in the visualisation was chosen to align with the visible extent of flood plumes as seen in satellite imagery. At this concentration we can expect organisms on the sea floor to see raised nutrient levels, some fine sediment and a significant reduction in light. Limitations and spatial accuracy\nIt should be noted that the river tracer product tracks the concentration of river water. It does not track sediment or nutrient in the water. As a result, it should be used as a guide for the potential area that might be affected by flood water. The primary value of this product is that it attributes flood plume water to its source river allowing the extent of individual rivers to be understood.\nTo understand more about the actual nutrient and sediment levels refer to the eReefs BioGeoChemical (BGC) model as it directly represents sediment and nutrients from all processes including wind resuspension and biological processes. In the BGC model however, it is not possible to directly attribute components of the sediment and nutrients concentrations to their source rivers.\nThis visualisation only shows the 15 largest rivers (based on largest historical flow) and so does not fully represent all the flood plumes. The salinity product can be used to see other rivers modelled by eReefs that are not explicitly separated out using the river tracer visualisation product.\nThe rivers shown in the visualisation were adjusted in their concentration threshold to represent the full flow of water associated with their river basin. In some catchments there are multiple rivers flowing into the ocean and eReefs represents this whole basin with a single river. As a result, the shape of the flood plume close to the coast may not be representative.\nAs part of the research into determining a suitable river concentration threshold to visualise we undertook many comparisons between the estimated flood plume extent from eReefs and those visible in Sentinel 2 satellite imagery. From this we found that the plume extent from eReefs was generally accurate to within about 10 km, with the most likely reason for the difference being slight errors in the model due to wind. The strength and direction of the wind is the predominant factor in determining the spread of the flood plumes. As a result any small errors in the modelling of the wind will lead to errors in the flood plume boundaries. The eReefs hydrodynamic model is driven by wind data from the Bureau of Meteorology’s Access-R weather model, which is a forecast. It has a resolution of 12 km and so it is surprising that the eReefs model is as spatially accurate as it is. Part of the reason for this is that while the wind occasionally pushes the plumes offshore, the main determinant of the distribution is the dynamics of buoyant plumes. The rotation of the Earth acts to deflect to the left (in the Southern Hemisphere) any relative increase in motion between fluid layers. One such relative motion is a buoyant plume flowing over the top of denser ocean water. Deflected left on a river discharging along an east coast means it being push towards the coast. Thus, the plumes are trapped near the coast. The distance to which they spread from the coast is also set by this balance between density driven flow and the Earth’s rotation, something ocean models are very good at.\n\n\nBaird, M. E., J. Andrewartha, M. Herzfeld, E. Jones, N. Margvelashvili, M. Mongin, F. Rizwi, J. Skerratt, M. Soja-Wozniak, K. Wild-Allen, T. Schroeder, B. Robson, E. da Silva, M. Devlin (2017) River plumes of the Great Barrier Reef: freshwater, sediment and optical footprints quantified by the eReefs modelling system. In Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (eds) MODSIM2017, 22nd International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2017, pp.1892-1898. ISBN: 978-0-9872143-7-9. https://www.mssanz.org.au/modsim2017/L22/baird.pdf.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-zostera-n", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-zostera-n", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/river-tracers/index.html#source-data", + "href": "gbr1/river-tracers/index.html#source-data", + "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", "section": "", - "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Zostera. This form captures light after it has passed through macroalgae and before it passes through Halophila. This form is better adapted to high light, low nutrient conditions than Halophila as a result of a deeper root structure and being able to shade it. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-halophila-n", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-halophila-n", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/river-tracers/index.html#recent-data", + "href": "gbr1/river-tracers/index.html#recent-data", + "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", "section": "", - "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila. This form captures light after it has passed through the Zostera seagrass form. The Halophila form is better adapted to low light conditions than Zostera, having a faster growth rate and lower minimum light requirement. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#deep-seagrass-n", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#deep-seagrass-n", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/river-tracers/index.html#erratum", + "href": "gbr1/river-tracers/index.html#erratum", + "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", "section": "", - "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila deciphens. This form captures light after it has passed through the Zostera and Halophila ovalis seagrass form." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#references", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#references", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/temp-wind-salt-current/index.html", + "href": "gbr1/temp-wind-salt-current/index.html", + "title": "Temperature, wind, salinity and current (GBR1)", "section": "", - "text": "Baird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115" + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the temperature, wind, salinity and ocean currents on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. The combination of temperature, wind, salinity and current shows key hydrodynamic parameters of the Great Barrier Reef.\n\n\nThe temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017.\n\n\n\nWind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\n\n\n\nSalinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity.\n\n\n\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef.\n\n\n\n\nCyclones: Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Feb 2019)\nStrong East Australian Current (Nov 2015, monthly average current)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#source-data", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#source-data", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/temp-wind-salt-current/index.html#source-data", + "href": "gbr1/temp-wind-salt-current/index.html#source-data", + "title": "Temperature, wind, salinity and current (GBR1)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#recent-data", - "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#recent-data", - "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "objectID": "gbr1/temp-wind-salt-current/index.html#recent-data", + "href": "gbr1/temp-wind-salt-current/index.html#recent-data", + "title": "Temperature, wind, salinity and current (GBR1)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/temp-multi-depth/index.html", - "href": "gbr4/temp-multi-depth/index.html", - "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", + "objectID": "gbr1/temp-wind-salt-current/index.html#erratum", + "href": "gbr1/temp-wind-salt-current/index.html#erratum", + "title": "Temperature, wind, salinity and current (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows temperature at different depths on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model.\n\n\nThis product highlights how the temperature varies with depth. The eReefs Hydrodynamic model contains over 40 depth slices allowing us to see how the water cools with depth and how cool water is mixed by extreme events such as cyclones. Note that most of the Great Barrier Reef has a depth of less than 100 m, so as the depth is increased, less of the reef area is visible on the map.\nThe shallowest depth (1.5m) represents the surface temperature in the model.\nThe middle depth (18m) is useful for investigating whether corals not at the surface were also subjected to high temperature conditions during bleaching events. We can see in the March 2016 video that the high temperature conditions leading to bleaching were also persistent at this depth.\nThe deeper water depth (49m) is useful for looking at the mixing effects of cyclones. Slow moving cyclones build up circular ocean currents that can mix the water down to 300 m. This can be seen with Cyclone Nathan in March 2015.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/temp-multi-depth/index.html#temperature-at-different-depths", - "href": "gbr4/temp-multi-depth/index.html#temperature-at-different-depths", - "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", + "objectID": "gbr1/temp-range/index.html", + "href": "gbr1/temp-range/index.html", + "title": "Temperature range at -2.35m (GBR1)", "section": "", - "text": "This product highlights how the temperature varies with depth. The eReefs Hydrodynamic model contains over 40 depth slices allowing us to see how the water cools with depth and how cool water is mixed by extreme events such as cyclones. Note that most of the Great Barrier Reef has a depth of less than 100 m, so as the depth is increased, less of the reef area is visible on the map.\nThe shallowest depth (1.5m) represents the surface temperature in the model.\nThe middle depth (18m) is useful for investigating whether corals not at the surface were also subjected to high temperature conditions during bleaching events. We can see in the March 2016 video that the high temperature conditions leading to bleaching were also persistent at this depth.\nThe deeper water depth (49m) is useful for looking at the mixing effects of cyclones. Slow moving cyclones build up circular ocean currents that can mix the water down to 300 m. This can be seen with Cyclone Nathan in March 2015." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the daily minimum, maximum and temperature range on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. This is an experimental product that is intended to help investigate whether daily temperature range is a useful indicator of resistence to coral bleaching.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/temp-multi-depth/index.html#source-data", - "href": "gbr4/temp-multi-depth/index.html#source-data", - "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", + "objectID": "gbr1/temp-range/index.html#source-data", + "href": "gbr1/temp-range/index.html#source-data", + "title": "Temperature range at -2.35m (GBR1)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/temp-multi-depth/index.html#recent-data", - "href": "gbr4/temp-multi-depth/index.html#recent-data", - "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", + "objectID": "gbr1/temp-range/index.html#recent-data", + "href": "gbr1/temp-range/index.html#recent-data", + "title": "Temperature range at -2.35m (GBR1)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/current-multi-depth/index.html", - "href": "gbr4/current-multi-depth/index.html", - "title": "Current at 1.5m, 18m and 103m depth (GBR4)", + "objectID": "gbr1/temp-range/index.html#erratum", + "href": "gbr1/temp-range/index.html#erratum", + "title": "Temperature range at -2.35m (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the strength and direction of ocean currents at different depths on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model.\n\n\nThis map is useful for investigating the depth of various ocean currents. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/current-multi-depth/index.html#current-at-different-depths", - "href": "gbr4/current-multi-depth/index.html#current-at-different-depths", - "title": "Current at 1.5m, 18m and 103m depth (GBR4)", + "objectID": "gbr1/fresh-water-exposure/index.html", + "href": "gbr1/fresh-water-exposure/index.html", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "This map is useful for investigating the depth of various ocean currents. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows as estimate of exposure to fresh water on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\n\n\nWhen corals are stressed by changes in conditions (such as salinity or temperature), they can expel the symbiotic algae living in their tissues (zooxanthellae), causing them to turn completely white (bleach). Prolonged or frequent bleaching events can result in coral death. This product aims to provide an estimate of exposure to fresh water over the aggregation period (eg: a calendar month). Predicting the level of coral bleaching from freshwater exposure is difficult due to uncertainties in the hydrodynamic modelling and the relatively poor understanding of freshwater exposure. This product calculates fresh water exposure as the number of hours over the aggregation period when salinity is below an environmentally significant threshold (26 and 28 PSU are used in the above images, which represent significantly more fresh than sea water). Based on the few observations available, areas in these maps with an exposure of greater than 50 PSU days (such as occurred around North Queensland Floods in 2019) are likely to have experienced coral mortality. In years where there has been minimal flooding the fresh water exposure map is largely blank.\n\n\n\n\nAnimation of salinity at multiple depths 1 km model (scaled to show detail below 32 PSU) (1 km eReefs model)\nAnimation of the full extent of the flood plume 1 km model (salinity scaled to show any fresh water)\nAnimation of the full extent of the flood plume 4 km model (salinity scaled to show any fresh water)\n\n\n\n\nThe salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the sea water the salinity drops, with pure water having a PSU of zero. Coral reefs are sensitive to freshwater as exposure can lead to bleaching and death. The relationship between freshwater exposure and coral bleaching and mortality is poorly understood. However flooding from Fitzroy river in 2011 cause significant shallow water coral mortality on the nearby Keppel Islands (Berkelmans et al. 2012).\n\n\n\nThe third panel in the map shows the average salinity for the month. This is quite similar to the freshwater exposure except that is includes contributions from areas where there was very little freshwater.\n\n\n\nThe freshwater exposure maps show the level of exposure to salinity levels below a specified threshold over a month. In the maps above the freshwater exposure was calculated for two threshold levels: 26 and 28 PSU. These were chosen as different species have different tolerances to freshwater exposure, and the most appropriate level is not currently known.\nThe freshwater exposure is calculated from the sum of the daily average salinity below the exposure threshold. Salinity levels above the threshold don't contribute at all to the exposure. Salinity levels below the threshold contribute in proportion to the amount below the threshold. As a result with a threshold of 28 PSU and an exposure to 22 PSU for 3 days the freshwater exposure would be (28-22)*3 = 18 PSU days. The same exposure at 25 PSU would take 6 days (28-25)*6 = 18 PSU days. This method of calculating exposure is conceptually very similar to temperature exposure measured in Degree Heating Weeks, where the higher the temperature is above the typical maximum summer temperature the faster the heat stress occurs. For freshwater exposure the stress occurs when the salinity drops below the threshold value. The lower the salinity the faster the exposure accumulates. More research is needed to determine if this is the best method for estimating stress from freshwater.\nFor comparison the freshwater exposure calculations were applied to the observations taken during the Fitzroy flooding event in 2011 that caused significant coral mortality on reef flats corals in the Keppel Islands (Berkelmans et al. 2012). This shows that exposure to greater than 50 PSU days can result in significant mortality, particularly in sensitive coral species.\n\n\n\n\n\n\n\n\n\n\nIsland\nFreshwater exposure\n(PSU days, 28 PSU threshold)\nReef flat mortality (%)\n\n\n\n\nGreat Keppel\n130\n100\n\n\nHalfway\n110\n100\n\n\nNorth Keppel\n50\n40\n\n\nMiall\n40\n0\n\n\n\n\nFreshwater exposure calculated from measurements taken on the Keppel Islands during the 2011 flooding. (Berkelmans et al. 2012)\n\n\n\n\n\n\nThe results on this page are generated from a model and not based on direct measurements of the salinity. It is difficult to reliably determine the level of error without direct measures of salinity during the event, however there are a few clues that give us some estimate of the error and confidence in the results. Figure 1 shows a comparison between the freshwater exposure calculated from the 1 km and 4 km eReefs hydrodynamic models (v2.0). This shows there is a significant difference between these models. For a threshold of 28 PSU at Magnetic Island the 1 km model shows freshwater exposure of 35 PSU days, where as the 4 km model shows 0 PSU days.\n\n\n\n\n\nFreshwater exposure eReefs model comparison\n\n\n\n\nFreshwater exposure eReefs model comparison\n\nFigure 1. This shows a comparison between the freshwater exposure calculated for February 2019 from the 4 km and 1 km eReefs hydrodynamic model (v2.0) with a threshold of 28 PSU. The 4 km model predicts a smaller freshwater plume.\n\n by AIMS\n\n\n Observations taken along the eastern side of Magnetic Island taken on the 20th February 2019 showed no evidence of freshwater bleaching, although some corals were pale due to low light conditions. Corals on the rocks near AIMS (near the Haughton river) showed freshwater mortality. These two points of reference can be used to gauge whether the 1 km or 4 km results are more accurate.\n\n\n\n\n\nLocation\n\n\n1 km model (28 PSU threshold)\n\n\n4 km model (28 PSU threshold)\n\n\nObserved freshwater mortality\n\n\n\n\nFreshwater exposure (PSU days)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n4 km model freshwater exposure (28 PSU threshold)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n\n\nMagnetic Island\n\n\n35\n\n\nNone\n\n\n0\n\n\nNone\n\n\nNone\n\n\n\n\nCape Ferguson\n\n\n75\n\n\nHigh\n\n\n15\n\n\nNone\n\n\nHigh\n\n\n\n\n\nApplying the previously estimated freshwater exposure 50 PSU days the 1 km model predicts there would be coral mortality at Cape Ferguson, which was the case, where as the 4 km model predicts none. At Magnetic Island both models predict no freshwater mortality and none was observed.\nThere is currently little evidence to assess the accuracy of freshwater exposure maps, however the available evidence indicates that the 1 km model are a better match to observations.\n\n\nBerkelmans, R., Jones, A.M. & Schaffelke, B. (2012) Salinity thresholds of Acropora spp. on the Great Barrier Reef. 31: 1103. Coral Reefs. https://doi.org/10.1007/s00338-012-0930-z\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/current-multi-depth/index.html#source-data", - "href": "gbr4/current-multi-depth/index.html#source-data", - "title": "Current at 1.5m, 18m and 103m depth (GBR4)", + "objectID": "gbr1/fresh-water-exposure/index.html#background", + "href": "gbr1/fresh-water-exposure/index.html#background", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "The salinity of normal ocean water is approximately 35 PSU. As freshwater is mixed with the sea water the salinity drops, with pure water having a PSU of zero. Coral reefs are sensitive to freshwater as exposure can lead to bleaching and death. The relationship between freshwater exposure and coral bleaching and mortality is poorly understood. However flooding from Fitzroy river in 2011 cause significant shallow water coral mortality on the nearby Keppel Islands (Berkelmans et al. 2012)." }, { - "objectID": "gbr4/current-multi-depth/index.html#recent-data", - "href": "gbr4/current-multi-depth/index.html#recent-data", - "title": "Current at 1.5m, 18m and 103m depth (GBR4)", + "objectID": "gbr1/fresh-water-exposure/index.html#average-salinity", + "href": "gbr1/fresh-water-exposure/index.html#average-salinity", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The third panel in the map shows the average salinity for the month. This is quite similar to the freshwater exposure except that is includes contributions from areas where there was very little freshwater." }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/fresh-water-exposure/index.html#freshwater-exposure-calculations", + "href": "gbr1/fresh-water-exposure/index.html#freshwater-exposure-calculations", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nThese visualisations show model results of the uptake of nitrogen by corals, showing how much is contained in the coral tissue (coral host nitrogen) and how much is contained in the symbiotic zooxanthellae algae that grow inside the coral (coral symbiont).\nThese maps show that the coral nutrient and chlorophyll levels change very slowly over time. The main effect that can been seen in these visualisations is that the corals increase their chlorophyll density (and its corresponding nitrogen levels) during the winter months when the light levels are lower.\n\n\n\nThese visualisations show some of the internal dynamics of the coral modelling performed in the BGC. This model uses a 'single polyp' model that estimates the nutrient dynamics created by the coral in each grid cell of the model. This coral model helps the BGC to capture the nutrient dynamics caused by the uptake and release of nitrogen of corals as they grow and the effect they have on the PH of the water as they calcify their skeletons.\nThe BGC coral model and these matching visualisations should only be used as a guide for better understanding the BGC model and not as a reflection of the state of coral on the GBR. The BGC model does not include a detailed coral ecosystem model and thus does not provide an estimate of coral cover. It does not consider the effects of coral mortality caused by cyclones, disease or Crown-of-Thorns Starfish and so only provides a first approximation to how the coral reefs affect water chemistry.\nThis coral model is limited to coral reef areas (as determined by the GBRMPA reef features dataset), which is why there are only non-zero values over coral reef pixels. Additionally the model does not consider coral reefs in Torres Strait as these reefs were not included in the GBRMPA reef features dataset used to configure the model.\nNote: The visualisations for the monthly and yearly aggregations are based on regridded data (converting the original raw model data from a curvilinear grid to a regular rectangular grid). This process uses interpolation to perform the regridding process. Since this data is very discontinuous (zero everywhere, except for coral reef pixels) this interpolation results in visual anomalies around the boundaries of the reefs as the interpolation smooths the transition from the coral reef pixels to zero for open water.\n\n\n\nConcentration of nitrogen biomass per m2 of coral symbiont cells, or zooxanthellae. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of chlorophyll biomass per m2 of coral symbiont cells. As chlorophyll is the only pigment resolved in the coral symbiont, ci represents the sum of the concentration of all photosynthetic pigments within the cell and has an absorption spectrum of divinyl chlorophyll a. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of coral host tissue in the entire grid cell. Unlike other epibenthic variables, corals area is assumed to exist in communities that are potentially smaller than the grid size. The fraction of the grid cell covered by corals is given by ACH. Thus the biomass in the occupied region is given by CH/ACH. The percent coverage of the coral of the bottom for the whole cell is given by ACH (1 - exp(-ΩCH CH/ACH)). With only one type of coral resolved, CH represents the biomass of all symbiotic corals. Since the model contains no other benthic filter-feeders, CH best represent the sum of the biomass of all symbiotic filter-feeding organisms such as corals, sponges, clams etc. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The freshwater exposure maps show the level of exposure to salinity levels below a specified threshold over a month. In the maps above the freshwater exposure was calculated for two threshold levels: 26 and 28 PSU. These were chosen as different species have different tolerances to freshwater exposure, and the most appropriate level is not currently known.\nThe freshwater exposure is calculated from the sum of the daily average salinity below the exposure threshold. Salinity levels above the threshold don't contribute at all to the exposure. Salinity levels below the threshold contribute in proportion to the amount below the threshold. As a result with a threshold of 28 PSU and an exposure to 22 PSU for 3 days the freshwater exposure would be (28-22)*3 = 18 PSU days. The same exposure at 25 PSU would take 6 days (28-25)*6 = 18 PSU days. This method of calculating exposure is conceptually very similar to temperature exposure measured in Degree Heating Weeks, where the higher the temperature is above the typical maximum summer temperature the faster the heat stress occurs. For freshwater exposure the stress occurs when the salinity drops below the threshold value. The lower the salinity the faster the exposure accumulates. More research is needed to determine if this is the best method for estimating stress from freshwater.\nFor comparison the freshwater exposure calculations were applied to the observations taken during the Fitzroy flooding event in 2011 that caused significant coral mortality on reef flats corals in the Keppel Islands (Berkelmans et al. 2012). This shows that exposure to greater than 50 PSU days can result in significant mortality, particularly in sensitive coral species.\n\n\n\n\n\n\n\n\n\n\nIsland\nFreshwater exposure\n(PSU days, 28 PSU threshold)\nReef flat mortality (%)\n\n\n\n\nGreat Keppel\n130\n100\n\n\nHalfway\n110\n100\n\n\nNorth Keppel\n50\n40\n\n\nMiall\n40\n0\n\n\n\n\nFreshwater exposure calculated from measurements taken on the Keppel Islands during the 2011 flooding. (Berkelmans et al. 2012)" }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-n", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-n", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/fresh-water-exposure/index.html#how-accurate-is-the-modelled-freshwater-exposure", + "href": "gbr1/fresh-water-exposure/index.html#how-accurate-is-the-modelled-freshwater-exposure", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "Concentration of nitrogen biomass per m2 of coral symbiont cells, or zooxanthellae. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "The results on this page are generated from a model and not based on direct measurements of the salinity. It is difficult to reliably determine the level of error without direct measures of salinity during the event, however there are a few clues that give us some estimate of the error and confidence in the results. Figure 1 shows a comparison between the freshwater exposure calculated from the 1 km and 4 km eReefs hydrodynamic models (v2.0). This shows there is a significant difference between these models. For a threshold of 28 PSU at Magnetic Island the 1 km model shows freshwater exposure of 35 PSU days, where as the 4 km model shows 0 PSU days.\n\n\n\n\n\nFreshwater exposure eReefs model comparison\n\n\n\n\nFreshwater exposure eReefs model comparison\n\nFigure 1. This shows a comparison between the freshwater exposure calculated for February 2019 from the 4 km and 1 km eReefs hydrodynamic model (v2.0) with a threshold of 28 PSU. The 4 km model predicts a smaller freshwater plume.\n\n by AIMS\n\n\n Observations taken along the eastern side of Magnetic Island taken on the 20th February 2019 showed no evidence of freshwater bleaching, although some corals were pale due to low light conditions. Corals on the rocks near AIMS (near the Haughton river) showed freshwater mortality. These two points of reference can be used to gauge whether the 1 km or 4 km results are more accurate.\n\n\n\n\n\nLocation\n\n\n1 km model (28 PSU threshold)\n\n\n4 km model (28 PSU threshold)\n\n\nObserved freshwater mortality\n\n\n\n\nFreshwater exposure (PSU days)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n4 km model freshwater exposure (28 PSU threshold)\n\n\nPredicted morality (Berkelmans, 2012)\n\n\n\n\nMagnetic Island\n\n\n35\n\n\nNone\n\n\n0\n\n\nNone\n\n\nNone\n\n\n\n\nCape Ferguson\n\n\n75\n\n\nHigh\n\n\n15\n\n\nNone\n\n\nHigh\n\n\n\n\n\nApplying the previously estimated freshwater exposure 50 PSU days the 1 km model predicts there would be coral mortality at Cape Ferguson, which was the case, where as the 4 km model predicts none. At Magnetic Island both models predict no freshwater mortality and none was observed.\nThere is currently little evidence to assess the accuracy of freshwater exposure maps, however the available evidence indicates that the 1 km model are a better match to observations.\n\n\nBerkelmans, R., Jones, A.M. & Schaffelke, B. (2012) Salinity thresholds of Acropora spp. on the Great Barrier Reef. 31: 1103. Coral Reefs. https://doi.org/10.1007/s00338-012-0930-z" }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-chl", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-symbiont-chl", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/fresh-water-exposure/index.html#source-data", + "href": "gbr1/fresh-water-exposure/index.html#source-data", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "Concentration of chlorophyll biomass per m2 of coral symbiont cells. As chlorophyll is the only pigment resolved in the coral symbiont, ci represents the sum of the concentration of all photosynthetic pigments within the cell and has an absorption spectrum of divinyl chlorophyll a. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-host-n", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#coral-host-n", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/fresh-water-exposure/index.html#recent-data", + "href": "gbr1/fresh-water-exposure/index.html#recent-data", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "Concentration of nitrogen biomass per m2 of coral host tissue in the entire grid cell. Unlike other epibenthic variables, corals area is assumed to exist in communities that are potentially smaller than the grid size. The fraction of the grid cell covered by corals is given by ACH. Thus the biomass in the occupied region is given by CH/ACH. The percent coverage of the coral of the bottom for the whole cell is given by ACH (1 - exp(-ΩCH CH/ACH)). With only one type of coral resolved, CH represents the biomass of all symbiotic corals. Since the model contains no other benthic filter-feeders, CH best represent the sum of the biomass of all symbiotic filter-feeding organisms such as corals, sponges, clams etc. C:N:P is 106:16:1. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#source-data", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#source-data", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/fresh-water-exposure/index.html#erratum", + "href": "gbr1/fresh-water-exposure/index.html#erratum", + "title": "Fresh water exposure at 2.35m (GBR1)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#recent-data", - "href": "gbr4/bgc/baseline/cs-n_cs-chl_ch-n/index.html#recent-data", - "title": "Coral symbiont (nitrogen & chlorophyll) & coral host nitrogen (GBR4 BGC v3.1 baseline)", + "objectID": "gbr1/temp-multi-depth/index.html", + "href": "gbr1/temp-multi-depth/index.html", + "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows temperature at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model." }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", - "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThe sediment is modelled in multiple layers with a thin layer of easily resuspendable material overlying thicker layers of more consolidated sediment. The sediment model contains inorganic particles of different size (Dust, Mud, Sand and Gravel) and different mineralogies (carbonate and non-carbonate). The critical shear stress for resuspension, and the sinking rates, are generally larger for large particles, while and mineralogy only affects the optical properties. The size-class Dust comes only in a non-carbonate mineralogy, and the Mud-carbonate class contains a category of FineSed-mineral that has the same physical and optical properties as Mud-mineral, except that it is initialised with a zero value and only enters the domain from rivers.\n\n\nThis is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]. Suspended sediment is often measured in mg / L. To convert between the model units (kg / m3) and typical units (mg / L), multiply the values by 1000, so 0.005 kg / m3 = 5 mg / L.\n\n\n\nVery fine terrestrial sediment (nominal size 1 µm) released from the catchments via the rivers. It has a sinking velocity of 1 m d-1. This fine particle size is intended to model fine particles that are distributed in flood plumes.\n\n\n\nSmall sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is white in colour.\n\n\n\nSmall sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is brown in colour.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "objectID": "gbr1/temp-multi-depth/index.html#source-data", + "href": "gbr1/temp-multi-depth/index.html#source-data", + "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", + "section": "Source data", + "text": "Source data\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#total-suspended-solids", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#total-suspended-solids", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", - "section": "", - "text": "This is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]. Suspended sediment is often measured in mg / L. To convert between the model units (kg / m3) and typical units (mg / L), multiply the values by 1000, so 0.005 kg / m3 = 5 mg / L." + "objectID": "gbr1/temp-multi-depth/index.html#recent-data", + "href": "gbr1/temp-multi-depth/index.html#recent-data", + "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", + "section": "Recent data", + "text": "Recent data\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#dust", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#dust", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", - "section": "", - "text": "Very fine terrestrial sediment (nominal size 1 µm) released from the catchments via the rivers. It has a sinking velocity of 1 m d-1. This fine particle size is intended to model fine particles that are distributed in flood plumes." + "objectID": "gbr1/temp-multi-depth/index.html#erratum", + "href": "gbr1/temp-multi-depth/index.html#erratum", + "title": "Temperature at 2.35m, 18m and 49m depth (GBR1)", + "section": "Erratum", + "text": "Erratum\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-carbonate", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-carbonate", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", + "objectID": "index.html", + "href": "index.html", + "title": "AIMS eReefs", "section": "", - "text": "Small sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is white in colour." + "text": "In this portal you will find a range of visualisations of the eReefs Hydrodynamic and BioGeoChemical models of the Great Barrier Reef. These models are like weather models, but for the marine environment, providing a picture of the current and historical environmental conditions on the Great Barrier Reef. Here you can see past extreme weather events such as:\n\nCyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (North Queensland Flooding 2019, Burdekin Jan 2011)\n\n\n\n\n\n\n\n\n\n\n\n\nTemperature, wind, salinity and current\nTemperature at 1.5m, 18m and 49m depth\nCurrent at 1.5m, 18m and 103m depth\nTemperature range at 1.5m\nComparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current\n\n\n\n\n\n\n\n\n\n\n\n\n\nTemperature, wind, salinity and current\nTemperature at 2.35m, 18m and 49m depth\nCurrent at 2.35m, 18m and 103m depth\nSalinity at 2.35m, 5.35m and 18m depth\nFresh water exposure at 2.35m\nCurrent magnitude average at 2.35m\nTemperature range at 2.35m\nFlood plume extents for major rivers on GBR based on modelled river tracers" }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-mineral", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#mud-mineral", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", + "objectID": "index.html#km-model-sept-2010---present", + "href": "index.html#km-model-sept-2010---present", + "title": "AIMS eReefs", "section": "", - "text": "Small sized (nominal size 30 µm), re-suspending particles with a sinking velocity of 17 m d-1. This sediment is brown in colour." + "text": "Temperature, wind, salinity and current\nTemperature at 1.5m, 18m and 49m depth\nCurrent at 1.5m, 18m and 103m depth\nTemperature range at 1.5m\nComparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current" }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#source-data", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#source-data", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", + "objectID": "index.html#km-model-dec-2014---present", + "href": "index.html#km-model-dec-2014---present", + "title": "AIMS eReefs", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "Temperature, wind, salinity and current\nTemperature at 2.35m, 18m and 49m depth\nCurrent at 2.35m, 18m and 103m depth\nSalinity at 2.35m, 5.35m and 18m depth\nFresh water exposure at 2.35m\nCurrent magnitude average at 2.35m\nTemperature range at 2.35m\nFlood plume extents for major rivers on GBR based on modelled river tracers" }, { - "objectID": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#recent-data", - "href": "gbr4/bgc/baseline/efi_dust_mud-carbonate_mud-mineral/index.html#recent-data", - "title": "Total Suspended Solids, dust, mud carbonate & mud mineral (GBR4 BGC v3.1 baseline)", - "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "objectID": "index.html#water-chemistry", + "href": "index.html#water-chemistry", + "title": "AIMS eReefs", + "section": "Water chemistry", + "text": "Water chemistry\n\n\n\n\n\n\nTotal alkalinity, PH & Aragonite saturation state\nDissolved inorganic nitrogen, nitrate & ammonia\nDissolved Oxygen & oxygen saturation percentage\nDissolved Inorganic (Carbon, Nitrogen & Phosphorus)\nDissolved Organic (Carbon, Nitrogen & Phosphorus)\nParticulate inorganic phosphorus & particulate inorganic" }, { - "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html", - "href": "gbr4/bgc/baseline/din_dip_dic/index.html", - "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", - "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nConcentration of dissolved inorganic nitrogen (DIN).\n\n\n\nConcentration of dissolved inorganic phosphorus, also referred to as orthophosphate or soluble reactive phosphorus, SRP, composed chiefly of HPO42- ions, with a small percentage present as PO43-.\n\n\n\nConcentration of dissolved inorganic carbon, composed chiefly at seawater pH of HCO3-, with a small percentage present as CO32-.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "objectID": "index.html#water-quality-measures", + "href": "index.html#water-quality-measures", + "title": "AIMS eReefs", + "section": "Water Quality Measures", + "text": "Water Quality Measures\n\n\n\n\n\n\nTotal chlorophyll, dissolved inorganic nitrogen & total suspended solids\nTotal Suspended Solids, dust, mud carbonate & mud mineral\nSecchi depth, vertical attenuation at 490nm & light intensity above seagrass\nSimulated true colour" }, { - "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html#source-data", - "href": "gbr4/bgc/baseline/din_dip_dic/index.html#source-data", - "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", - "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "objectID": "index.html#macroalgae-seagrass-and-coral", + "href": "index.html#macroalgae-seagrass-and-coral", + "title": "AIMS eReefs", + "section": "Macroalgae, seagrass and coral", + "text": "Macroalgae, seagrass and coral\n\n\n\n\n\n\nCoral symbiont (nitrogen & chlorophyll) & coral host nitrogen\nNitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass)" }, { - "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html#recent-data", - "href": "gbr4/bgc/baseline/din_dip_dic/index.html#recent-data", - "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html", + "href": "gbr4/temp-wind-salt-current/index.html", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the temperature, wind, salinity and ocean currents on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model. This visualisation product is also available for the 1km eReefs Hydrodynamic model.\nThe combination of temperature, wind, salinity and current shows key hydrodynamic parameters of the Great Barrier Reef.\n\n\nThe temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017.\n\n\n\nWind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\nNote: The winds in this model come from the BOM ACCESS meteorological product. This wind model does not accurately capture peak intensity of the cyclone or its exact path. It tends to underestimate the peak wind speeds. This is partly due to the model showing hourly average wind speed.\n\n\n\nSalinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity. Current\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef.\n\n\n\n\nCyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Burdekin Jan 2011, Feb 2019). Salinity at 3 depths showing detail in the low salinity areas < 32 PSU.\nStrong East Australian Current (Nov 2015, monthly average current)\nClear bifurcation of the currents around Lizard island, north of Cairns (Oct 2014)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#temperature", + "href": "gbr4/temp-wind-salt-current/index.html#temperature", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nSecchi depth is an estimate of water clarity, which is traditionally measured by lowering a secchi disk into the water until the disk can not be seen. The model estimates the optical properties of the water based on the sediment and nutrients in the water. These all affect the scattering and absorption of light as it passes through the water allowing the model to estimate the attenuation of the light through the water. The Secchi depth is calculated from the vertical integral of attenuation of light at 488nm.\n\n\n\nAs light passes through the water column its intensity descreases due to a combination of absorption and scattering. The amount of light descreases exponentially as a function of the depth. The amount of light at a given depth can be estimated by scaling the surface irradiance by e(-Kd*depth), where Kd is the vertical attenuation coefficient, and e is the base of the natural logarithm.\nIn practice the vertical attenuation varies with the wavelength of light as colours are absorbed at different rates due to the inherent properties of sea water (blue penetrates more than red light) and the amount of sediment and organic material in the water. The vertical attenuation also varies with depth if the water column is not fully mixed. Stratification of colour dissolved organic matter (CDOM) or suspended sediment can result in variation in the clarity of the water, and thus the vertical attenuation, with depth.\nIn the BGC model the vertical attenuation is a depth dependent variable that corresponds to the light attenutation in the model depth layer at a wavelength of 490 nm (blue/cyan). It is calculated based on the optical model of the water, which considers the wavelength dependent absorption and scattering of the light through the water column depending on the amount of modelled colour dissolved organic matter (CDOM) and sediment in the water column. Further details of the vertical attenuation is outlined in section 3.2.2 of the BGC Appendix B: Scientific description of the optical, carbon chemistry and biogeochemical models.\n\n\n\nThe variable EpiPAR_sg represents the light intensity above seagrass measured in daily light integral (mol photons per square meter per day). Please note that the eReefs BGC model is using a 4km resolution and is developed for large-scale predictions. This limits the possibility of using this variable for a detailed analysis of processes relevant to seagrass. The NESP project 3.2.1 (Deriving ecologically relevant load targets to meet desired ecosystem condition for the Great Barrier Reef: a case study for seagrass meadows in the Burdekin region) is currently investigating the possibility of using this model to derive and test ecologically relevant targets.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017." }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#secchi-depth", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#secchi-depth", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#wind", + "href": "gbr4/temp-wind-salt-current/index.html#wind", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "Secchi depth is an estimate of water clarity, which is traditionally measured by lowering a secchi disk into the water until the disk can not be seen. The model estimates the optical properties of the water based on the sediment and nutrients in the water. These all affect the scattering and absorption of light as it passes through the water allowing the model to estimate the attenuation of the light through the water. The Secchi depth is calculated from the vertical integral of attenuation of light at 488nm." + "text": "Wind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\nNote: The winds in this model come from the BOM ACCESS meteorological product. This wind model does not accurately capture peak intensity of the cyclone or its exact path. It tends to underestimate the peak wind speeds. This is partly due to the model showing hourly average wind speed." }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#vertical-attenuation-at-490nm", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#vertical-attenuation-at-490nm", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#salinity", + "href": "gbr4/temp-wind-salt-current/index.html#salinity", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "As light passes through the water column its intensity descreases due to a combination of absorption and scattering. The amount of light descreases exponentially as a function of the depth. The amount of light at a given depth can be estimated by scaling the surface irradiance by e(-Kd*depth), where Kd is the vertical attenuation coefficient, and e is the base of the natural logarithm.\nIn practice the vertical attenuation varies with the wavelength of light as colours are absorbed at different rates due to the inherent properties of sea water (blue penetrates more than red light) and the amount of sediment and organic material in the water. The vertical attenuation also varies with depth if the water column is not fully mixed. Stratification of colour dissolved organic matter (CDOM) or suspended sediment can result in variation in the clarity of the water, and thus the vertical attenuation, with depth.\nIn the BGC model the vertical attenuation is a depth dependent variable that corresponds to the light attenutation in the model depth layer at a wavelength of 490 nm (blue/cyan). It is calculated based on the optical model of the water, which considers the wavelength dependent absorption and scattering of the light through the water column depending on the amount of modelled colour dissolved organic matter (CDOM) and sediment in the water column. Further details of the vertical attenuation is outlined in section 3.2.2 of the BGC Appendix B: Scientific description of the optical, carbon chemistry and biogeochemical models." + "text": "Salinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity. Current\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef." }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#light-intensity-above-seagrass", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#light-intensity-above-seagrass", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#interesting-events", + "href": "gbr4/temp-wind-salt-current/index.html#interesting-events", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", - "text": "The variable EpiPAR_sg represents the light intensity above seagrass measured in daily light integral (mol photons per square meter per day). Please note that the eReefs BGC model is using a 4km resolution and is developed for large-scale predictions. This limits the possibility of using this variable for a detailed analysis of processes relevant to seagrass. The NESP project 3.2.1 (Deriving ecologically relevant load targets to meet desired ecosystem condition for the Great Barrier Reef: a case study for seagrass meadows in the Burdekin region) is currently investigating the possibility of using this model to derive and test ecologically relevant targets." + "text": "Cyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Burdekin Jan 2011, Feb 2019). Salinity at 3 depths showing detail in the low salinity areas < 32 PSU.\nStrong East Australian Current (Nov 2015, monthly average current)\nClear bifurcation of the currents around Lizard island, north of Cairns (Oct 2014)" }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#source-data", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#source-data", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#source-data", + "href": "gbr4/temp-wind-salt-current/index.html#source-data", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#recent-data", - "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#recent-data", - "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-wind-salt-current/index.html#recent-data", + "href": "gbr4/temp-wind-salt-current/index.html#recent-data", + "title": "Temperature, wind, salinity and current (GBR4)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html", - "href": "gbr4/bgc/baseline/pip_pip-sed/index.html", - "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-range/index.html", + "href": "gbr4/temp-range/index.html", + "title": "Temperature range at -1.5m (GBR4)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nPhosphorus is a key nutrient required for organic growth. The main source of natural phosphorus is sedimentry rock.\n\n\nPhosphorus ions that are absorbed onto particles. It is considered a particulate with the same properties as Mud.\n\n\n\nPhosphorus that is permanently removed from the system through burial of Particulate Inorganic Phosphorus in the sediment.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the daily minimum, maximum and temperature range on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model. This is an experimental product that is intended to help investigate whether daily temperature range is a useful indicator of resistence to coral bleaching.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html#source-data", - "href": "gbr4/bgc/baseline/pip_pip-sed/index.html#source-data", - "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-range/index.html#source-data", + "href": "gbr4/temp-range/index.html#source-data", + "title": "Temperature range at -1.5m (GBR4)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/bgc/baseline/pip_pip-sed/index.html#recent-data", - "href": "gbr4/bgc/baseline/pip_pip-sed/index.html#recent-data", - "title": "Particulate inorganic phosphorus & particulate inorganic (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/temp-range/index.html#recent-data", + "href": "gbr4/temp-range/index.html#recent-data", + "title": "Temperature range at -1.5m (GBR4)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html", - "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html", - "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nSum of chlorophyll concentration of the four microalgae types (small, large, microphytobenthos, trichodesmium)\n\n\n\nConcentration of dissolved inorganic nitrogen (DIN). DIN = [NH4] + [NO3].\n\n\n\nThis is the sum of the suspended sediments in the water column. It is [Fine sediment] + [Mud] + [Mud carbonate] + [Mud mineral] + [Dust]\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThese visualisations show the amount of modelled seagrass and macroalgae represented as the amount of nitrogen contained in their biomass in each modelled pixel. Seagrass and macroalgae play a key role in the nitrogen cycle of inshore areas. When they grow they take up nitrogen, phosphorus and carbon from the water into their leaf and root structures. When they die they break down and release these nutrient stores back into the water column.\nSeagrasses are represented in the model as an amount per m2 with a constant stoichiometry (C:N:P = 550:30:1) for both above-ground, and belowground, biomass, and can translocate organic matter at this constant stoichiometry between the two stores of biomass. Growth occurs only in the above-ground biomass, but losses (grazing, decay etc.) occur in both. Multiple seagrass varieties are represented. The varieties are modelled using the same equations for growth, respiration and mortality, but with different parameter values.\nThe model parameters for each of the three types of seagrass are shown in Table 24 (pg 48) of Baird et al. (2019).\nDetails about about the macroalgae model are detailed in section 4.2 of Baird et al. (2019).\n\n\nThese maps show model derived estimates of density for seagrass and macroalgae. They are not derived from direct observations. Observed seagrass distributions can be found from the dataset: Seagrass mapping synthesis: A resource for coastal management in the Great Barrier Reef (NESP TWQ Project 3.2.1 and 5.4, TropWATER, James Cook University).\nThe BGC model assumes that morality of macroalgae has a constant rate (see section 4.2.4 of Baird et al. (2019)) and so macroalgae dynamics are not affected by environmental factors such as cyclones.\n\n\n\nConcentration of nitrogen biomass per m2 of macroalgae. Macroalgae (or seaweed) grows above all other benthic plants (corals, seagrasses, benthic microalgae). It is parameterised as a non-calcifying leafy algae, with a C:N:P ratio of 550:30:1, and a formulation for calculating the percentage of the bottom covered as 1-exp(-ΩMA MA). In the model, in the absence of both calcifying macroalgae (particularly Halimeda) and unicellular epiphytes, macroalgae represents the biomass of all seaweeds and epiphytes. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Zostera. This form captures light after it has passed through macroalgae and before it passes through Halophila. This form is better adapted to high light, low nutrient conditions than Halophila as a result of a deeper root structure and being able to shade it. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila. This form captures light after it has passed through the Zostera seagrass form. The Halophila form is better adapted to low light conditions than Zostera, having a faster growth rate and lower minimum light requirement. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral.\n\n\n\nConcentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila deciphens. This form captures light after it has passed through the Zostera and Halophila ovalis seagrass form.\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#source-data", - "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#source-data", - "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#macroalgae-n", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#macroalgae-n", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "Concentration of nitrogen biomass per m2 of macroalgae. Macroalgae (or seaweed) grows above all other benthic plants (corals, seagrasses, benthic microalgae). It is parameterised as a non-calcifying leafy algae, with a C:N:P ratio of 550:30:1, and a formulation for calculating the percentage of the bottom covered as 1-exp(-ΩMA MA). In the model, in the absence of both calcifying macroalgae (particularly Halimeda) and unicellular epiphytes, macroalgae represents the biomass of all seaweeds and epiphytes. Light is accessed in the following order: Macroalgae, Seagrass, Coral." + }, + { + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-zostera-n", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-zostera-n", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", + "section": "", + "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Zostera. This form captures light after it has passed through macroalgae and before it passes through Halophila. This form is better adapted to high light, low nutrient conditions than Halophila as a result of a deeper root structure and being able to shade it. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral." }, { - "objectID": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#recent-data", - "href": "gbr4/bgc/baseline/chl-a-sum_din_efi/index.html#recent-data", - "title": "Total chlorophyll, dissolved inorganic nitrogen & total suspended solids (GBR4 BGC v3.1 baseline)", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-halophila-n", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#seagrass-halophila-n", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila. This form captures light after it has passed through the Zostera seagrass form. The Halophila form is better adapted to low light conditions than Zostera, having a faster growth rate and lower minimum light requirement. See macroalgae for elemental ratio and bottom cover. Light is accessed in the following order: Macroalgae, Seagrass, Coral." }, { - "objectID": "gbr4/imos-vs-ereefs/index.html", - "href": "gbr4/imos-vs-ereefs/index.html", - "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#deep-seagrass-n", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#deep-seagrass-n", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis video compares the temperature and ocean current data of the eReefs Hydrodynamic model (4km resolution) with remotely sensed temperature and ocean current provided by Integrated Marine Observing System (IMOS). For the ocean current data we use the IMOS - OceanCurrent - Gridded sea level anomaly - Near real time dataset and for the temperature the IMOS - SRS - SST - L3S - Single Sensor - 6 day - night time - Australia dataset. The 6 day period was chosen to reduce the chances of data gaps because of cloud coverage.\nThe comparison has some limitations that need to be considered. The IMOS satellite temperature data is created by layering the most recent readings over a 6-day period. This aggregation period helps to fill in areas that are covered by clouds in any one day. This does mean however that in some parts of the map the temperature can be up to 6 days old. The eReefs model will, however, always show a full map from a single day. Furthermore, the IMOS product estimates the temperature from nighttime readings while the eReefs temperature data is a 24-hour average (derived from hourly data). The eReefs ocean current data is also a 24-hour average. This reduces the tidal effects on the current vector, but doesn’t eliminate it, whereas the geostrophic velocities in the IMOS dataset are detided (see the metadata record for more information).\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Concentration of nitrogen biomass per m2 of a seagrass form parameterised to be similar to Halophila deciphens. This form captures light after it has passed through the Zostera and Halophila ovalis seagrass form." }, { - "objectID": "gbr4/imos-vs-ereefs/index.html#source-data", - "href": "gbr4/imos-vs-ereefs/index.html#source-data", - "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#references", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#references", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "Baird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115" }, { - "objectID": "gbr4/imos-vs-ereefs/index.html#recent-data", - "href": "gbr4/imos-vs-ereefs/index.html#recent-data", - "title": "Comparing eReefs (GBR4 temperature, current) to IMOS satellite temperature and ocean current", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#source-data", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#source-data", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html", - "href": "gbr4/temp-wind-salt-current/index.html", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#recent-data", + "href": "gbr4/bgc/baseline/ma-n_sg-n_sgh-n_sgd-n/index.html#recent-data", + "title": "Nitrogen (macroalgae, seagrass zostera, seagrass halophila & deep seagrass) (GBR4 BGC baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the temperature, wind, salinity and ocean currents on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model. This visualisation product is also available for the 1km eReefs Hydrodynamic model.\nThe combination of temperature, wind, salinity and current shows key hydrodynamic parameters of the Great Barrier Reef.\n\n\nThe temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017.\n\n\n\nWind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\nNote: The winds in this model come from the BOM ACCESS meteorological product. This wind model does not accurately capture peak intensity of the cyclone or its exact path. It tends to underestimate the peak wind speeds. This is partly due to the model showing hourly average wind speed.\n\n\n\nSalinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity. Current\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef.\n\n\n\n\nCyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Burdekin Jan 2011, Feb 2019). Salinity at 3 depths showing detail in the low salinity areas < 32 PSU.\nStrong East Australian Current (Nov 2015, monthly average current)\nClear bifurcation of the currents around Lizard island, north of Cairns (Oct 2014)\n\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#temperature", - "href": "gbr4/temp-wind-salt-current/index.html#temperature", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The temperature is primarily driven by the seasons and mixing of the water by wind and ocean currents. If the temperature rises too high during summer months then it can cause corals to bleach. This can be see during the summer months of 2016 and 2017." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nCoral reefs are constructed from calcium carbonate (CaCO3) produced by hard corals and other calcifying organisms. Coral polyps form this calcium carbonate by combining calcium (Ca2+) and carbonate (CO32-) ions in the seawater. This is achieved by the corals trapping small amounts of seawater, containing calcium ions (Ca2+), in small vesicles (small capsules) at the surface of the coral tissue. These vesicles slowly migrate through the coral tissue to its skeleton. On the way carbonate ions (CO32-) are then injected into these vesicles from the coral tissue, raising its concentration above surrounding seawater levels, helping to accelerate the carbonate precipitation (solid crystal formation). The biological process used to pump in the carbonate ions is not yet well understood. In the vesicles an amorphous (unstructured) calcium carbonate forms. Once the vesicles reach the surface of the skeleton the amorphous calcium carbonate particles attach to the skeleton and slowly transform into aragonite, which is the crystal structure of calcium carbonate that makes up the bulk of the coral skeleton (Mass et al., 2017).\nThe total Dissolved Inorganic Carbon (DIC) in seawater is made up from the sum of dissolved carbon dioxide (CO2(aq)), bicarbonate ions (HCO3-) and carbonate ions (CO32-). The distribution of these carbon molecule species varies with the seawater pH. At a typical seawater pH of 8.1, bicarbonate dominates, representing around 90% of DIC. Carbonate ions (CO32-) are the next most abundant species (~10% of DIC), while carbon dioxide CO2(aq) represents less than 1% (Barker and Ridgwell, 2012). Increases in atmospheric CO2 results in more dissolved CO2 combining with water (H2O) to form carbonic acid (H2CO3). This lowers the pH of the water as the carbonic acid molecule splits into hydrogen ions (H+) and bicarbonate ions (HCO3-). It is the free hydrogen ions (H+) that make it acidic. The existing carbonate ions (CO32-) in the water buffer the pH by combining with the extra hydrogen ions (H+) to form bicarbonate (HCO3-). As a result, increasing CO2 levels lowers the seawater pH, which in turn lowers the amount of carbonate in the seawater, which can impede calcification. While the CSIRO eReefs BioGeoChemical (BCG) model assumes a constant atmospheric CO2 level (and as such doesn't model increasing CO2 levels) understanding this causal change is useful to understanding how pH and total alkalinity (HCO3-+CO32-) are related.\nSurface seawater is generally supersaturated with respect to calcium carbonate minerals, meaning that the concentration of calcium and carbonate ions is higher than the concentration needed for precipitation to occur. The aragonite saturation state is commonly used to track ocean acidification because it is a measure of carbonate ion concentration. Aragonite is one of the more soluble forms of calcium carbonate (CaCO3) and is widely used by marine calcifiers to build their skeletons and shells. Corals and other calcifiers are more likely to survive and reproduce when the saturation state is greater than three. When aragonite saturation state falls below 3, these organisms become stressed, and when saturation state is less than 1, shells and other aragonite structures begin to dissolve (NOAA, n.d.).\n\n\nThese maps show estimates, based on the eReefs BioGeoChemical model, of key variables that relate to ocean acidity and a metric (aragonite saturation state) that measures how easy it is for calcium carbonate (which makes up shells and coral skeletons) to precipitate (solidify) or dissolve.\nIn these visualisations we can see that the pH goes through a seasonal cycle with a lower pH in summer due to higher temperatures. The pH and aragonite saturation state is often lower near the coast. This is most likely due to plankton growth, which removes DIC from the water as it is converted to biological forms of carbon. This lowers the DIC, which in turn lowers the aragonite saturation state and pH.\n\n\n\nThe version of the BGC model here assumes a constant value for atmospheric CO2 of 396.4 ppm, see page 101 of Baird (2019). It is therefore not suitable for looking at trends in changes due to ocean acidification.\n\n\n\n\n\n\nConcentration of ions that can be converted to uncharged species by a strong acid. The model assumes total alkalinity is the sum of the bicarbonate and carbonate ions (AT =[HCO3-] + [CO32-]), often referred to as carbonate alkalinity. Alkalinity and DIC together quantify the equilibrium state of the seawater carbon chemistry.\n\n\n\npH based on [H+] calculated from carbon chemistry equilibra at water column values of temperature (T), salinity (S), dissolved inorganic carbon (DIC) and total alkalinity (AT).\n\n\n\nThe aragonite saturation state of seawater is the product of the concentrations of dissolved calcium and carbonate ions in seawater divided by their product at equilibrium: ( [Ca2+] × [CO32-] ) / [CaCO3], where dissolved calcium [Ca2+] is the seawater concentration of dissolved calcium ions, [CO32-] is the seawater concentration of carbonate ions and [CaCO3] is the solubility of aragonite in seawater. When the aragonite saturation state is 1, the seawater is exactly in equilibrium or saturation with respect to aragonite and as a result aragonite does not dissolve or precipitate.\nIn the BGC model coral growth is halted for aragonite saturation state values less than 2. The aragonite saturation state value determines the coral calcification rate in the model, where calcification is proportional to the amount that the aragonite saturation state value is above 1 and the carbon reserves of the coral.\n\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\nBarker, S. & Ridgwell, A. (2012) Ocean Acidification. Nature Education Knowledge 3(10):21, https://www.nature.com/scitable/knowledge/library/ocean-acidification-25822734/\nMass, T., Giuffre, A.J., Sun, Stifler, C.A., Frazier M.J., Neder, M., Tamura, N., Stan, C.V., Marcus, M.A., Gilbert, P.U.P.A. (2017) Growing coral crystals attach particles, not ions. Proceedings of the National Academy of Sciences Sep 2017, 114 (37) E7670-E7678; DOI: 10.1073/pnas.1707890114\nNOAA, (n.d.) Ocean Acidification: Saturation State. Retrieved: September, 17, 2020, from https://sos.noaa.gov/datasets/ocean-acidification-saturation-state/\nZheng, M. & Cao, L. (2015) Simulation of global ocean acidification and chemical habitats of shallow- and cold-water coral reefs, https://doi.org/10.1016/j.accre.2015.05.002\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#wind", - "href": "gbr4/temp-wind-salt-current/index.html#wind", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#carbon-chemistry-background", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#carbon-chemistry-background", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Wind is a key driver of surface water currents, mixing and waves. In winter months the wind typically blows north west. These winds are known as the trade winds as they are a predictable seasonal pattern. In summer months the winds typically drop (except for cyclones) reducing the cooling and mixing of the water, resulting in significant surface temperatures rises during the day, creating a “heart-beat” pattern in the temperature in the video (see the Temperature panel in the March 2017 video as an example). The wind also drives the direction of the flood plumes. The north west blowing trade winds typically push any flood plumes back onto the coast and northwards. When the wind occasionally blows offshore then the plumes are pushed further out.\nThe path of cyclones can be seen in the wind variable. This shows the asymmetrical shape of the cyclone as it approaches the coast, due to the friction of the land slowing the winds on the southern side of the cyclone.\nNote: The winds in this model come from the BOM ACCESS meteorological product. This wind model does not accurately capture peak intensity of the cyclone or its exact path. It tends to underestimate the peak wind speeds. This is partly due to the model showing hourly average wind speed." + "text": "Coral reefs are constructed from calcium carbonate (CaCO3) produced by hard corals and other calcifying organisms. Coral polyps form this calcium carbonate by combining calcium (Ca2+) and carbonate (CO32-) ions in the seawater. This is achieved by the corals trapping small amounts of seawater, containing calcium ions (Ca2+), in small vesicles (small capsules) at the surface of the coral tissue. These vesicles slowly migrate through the coral tissue to its skeleton. On the way carbonate ions (CO32-) are then injected into these vesicles from the coral tissue, raising its concentration above surrounding seawater levels, helping to accelerate the carbonate precipitation (solid crystal formation). The biological process used to pump in the carbonate ions is not yet well understood. In the vesicles an amorphous (unstructured) calcium carbonate forms. Once the vesicles reach the surface of the skeleton the amorphous calcium carbonate particles attach to the skeleton and slowly transform into aragonite, which is the crystal structure of calcium carbonate that makes up the bulk of the coral skeleton (Mass et al., 2017).\nThe total Dissolved Inorganic Carbon (DIC) in seawater is made up from the sum of dissolved carbon dioxide (CO2(aq)), bicarbonate ions (HCO3-) and carbonate ions (CO32-). The distribution of these carbon molecule species varies with the seawater pH. At a typical seawater pH of 8.1, bicarbonate dominates, representing around 90% of DIC. Carbonate ions (CO32-) are the next most abundant species (~10% of DIC), while carbon dioxide CO2(aq) represents less than 1% (Barker and Ridgwell, 2012). Increases in atmospheric CO2 results in more dissolved CO2 combining with water (H2O) to form carbonic acid (H2CO3). This lowers the pH of the water as the carbonic acid molecule splits into hydrogen ions (H+) and bicarbonate ions (HCO3-). It is the free hydrogen ions (H+) that make it acidic. The existing carbonate ions (CO32-) in the water buffer the pH by combining with the extra hydrogen ions (H+) to form bicarbonate (HCO3-). As a result, increasing CO2 levels lowers the seawater pH, which in turn lowers the amount of carbonate in the seawater, which can impede calcification. While the CSIRO eReefs BioGeoChemical (BCG) model assumes a constant atmospheric CO2 level (and as such doesn't model increasing CO2 levels) understanding this causal change is useful to understanding how pH and total alkalinity (HCO3-+CO32-) are related.\nSurface seawater is generally supersaturated with respect to calcium carbonate minerals, meaning that the concentration of calcium and carbonate ions is higher than the concentration needed for precipitation to occur. The aragonite saturation state is commonly used to track ocean acidification because it is a measure of carbonate ion concentration. Aragonite is one of the more soluble forms of calcium carbonate (CaCO3) and is widely used by marine calcifiers to build their skeletons and shells. Corals and other calcifiers are more likely to survive and reproduce when the saturation state is greater than three. When aragonite saturation state falls below 3, these organisms become stressed, and when saturation state is less than 1, shells and other aragonite structures begin to dissolve (NOAA, n.d.).\n\n\nThese maps show estimates, based on the eReefs BioGeoChemical model, of key variables that relate to ocean acidity and a metric (aragonite saturation state) that measures how easy it is for calcium carbonate (which makes up shells and coral skeletons) to precipitate (solidify) or dissolve.\nIn these visualisations we can see that the pH goes through a seasonal cycle with a lower pH in summer due to higher temperatures. The pH and aragonite saturation state is often lower near the coast. This is most likely due to plankton growth, which removes DIC from the water as it is converted to biological forms of carbon. This lowers the DIC, which in turn lowers the aragonite saturation state and pH.\n\n\n\nThe version of the BGC model here assumes a constant value for atmospheric CO2 of 396.4 ppm, see page 101 of Baird (2019). It is therefore not suitable for looking at trends in changes due to ocean acidification." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#salinity", - "href": "gbr4/temp-wind-salt-current/index.html#salinity", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#model-variables", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#model-variables", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Salinity is a measure of the salitiness of the water. Fresh water outflow from the rivers caused by flooding and rain events lowers the salinity (appearing as red in the maps). The low salinity is a good approximation for where flood plume waters might be. During flood plumes if the wind is blowing offshore then it will push the plume off the coast more toward the reefs. 2011 was a particularly wet year during the summer months causing extensive plumes to drift over reefal areas. (See Feb 2011 Burdekin region salinity panel for runoff from major flooding).\nNote: In flood plumes nutrient and sediment runoff lead to the formation of green plume water which has small suspended particles coated in algae that travel much further then is predicted by looking at just the lowering of the salinity. Current\nThe ocean currents are driven by the wind, tides, and temperature and salinity gradients. In the visualisations the strength of the current is represented by colour and the arrows represent the direction. In the hourly data (as shown in the videos) it is possible to see the tidal currents causing the direction of the current to flip back and forth. This tidal current increases the mixing of the water causing sediment in inshore areas to be stirred up. In the daily and monthly visualisations most of the fluctuations of the tidal currents are averaged out, allowing some of the large scale current flow patterns to be seen.\nMany marine organisms (such as Crown-of-Thorns Starfish and corals) are dispersed by ocean currents planktonic larvae that float from reef to reef." + "text": "Concentration of ions that can be converted to uncharged species by a strong acid. The model assumes total alkalinity is the sum of the bicarbonate and carbonate ions (AT =[HCO3-] + [CO32-]), often referred to as carbonate alkalinity. Alkalinity and DIC together quantify the equilibrium state of the seawater carbon chemistry.\n\n\n\npH based on [H+] calculated from carbon chemistry equilibra at water column values of temperature (T), salinity (S), dissolved inorganic carbon (DIC) and total alkalinity (AT).\n\n\n\nThe aragonite saturation state of seawater is the product of the concentrations of dissolved calcium and carbonate ions in seawater divided by their product at equilibrium: ( [Ca2+] × [CO32-] ) / [CaCO3], where dissolved calcium [Ca2+] is the seawater concentration of dissolved calcium ions, [CO32-] is the seawater concentration of carbonate ions and [CaCO3] is the solubility of aragonite in seawater. When the aragonite saturation state is 1, the seawater is exactly in equilibrium or saturation with respect to aragonite and as a result aragonite does not dissolve or precipitate.\nIn the BGC model coral growth is halted for aragonite saturation state values less than 2. The aragonite saturation state value determines the coral calcification rate in the model, where calcification is proportional to the amount that the aragonite saturation state value is above 1 and the carbon reserves of the coral." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#interesting-events", - "href": "gbr4/temp-wind-salt-current/index.html#interesting-events", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#references", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#references", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Cyclones: Yasi (Feb 2011), Ita (April 2014), Nathan (March 2015), Debbi (March 2017),\nCoral bleaching from high temperature (March 2016, March 2017),\nFlood plumes with low salinity (Burdekin Jan 2011, Feb 2019). Salinity at 3 depths showing detail in the low salinity areas < 32 PSU.\nStrong East Australian Current (Nov 2015, monthly average current)\nClear bifurcation of the currents around Lizard island, north of Cairns (Oct 2014)" + "text": "Baird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woznaik, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., Schroeder, T., Laiolo, L., Harrison, D., Steven, A. D. L. (2019) CSIRO Environmental Modelling Suite (EMS): Scientific description of the optical and biogeochemical models (vB3p0). Geosci. Model Dev. Discuss. https://doi.org/10.5194/gmd-2019-115\nBarker, S. & Ridgwell, A. (2012) Ocean Acidification. Nature Education Knowledge 3(10):21, https://www.nature.com/scitable/knowledge/library/ocean-acidification-25822734/\nMass, T., Giuffre, A.J., Sun, Stifler, C.A., Frazier M.J., Neder, M., Tamura, N., Stan, C.V., Marcus, M.A., Gilbert, P.U.P.A. (2017) Growing coral crystals attach particles, not ions. Proceedings of the National Academy of Sciences Sep 2017, 114 (37) E7670-E7678; DOI: 10.1073/pnas.1707890114\nNOAA, (n.d.) Ocean Acidification: Saturation State. Retrieved: September, 17, 2020, from https://sos.noaa.gov/datasets/ocean-acidification-saturation-state/\nZheng, M. & Cao, L. (2015) Simulation of global ocean acidification and chemical habitats of shallow- and cold-water coral reefs, https://doi.org/10.1016/j.accre.2015.05.002" }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#source-data", - "href": "gbr4/temp-wind-salt-current/index.html#source-data", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#source-data", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#source-data", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr4/temp-wind-salt-current/index.html#recent-data", - "href": "gbr4/temp-wind-salt-current/index.html#recent-data", - "title": "Temperature, wind, salinity and current (GBR4)", + "objectID": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#recent-data", + "href": "gbr4/bgc/baseline/alk_ph_omega-ar/index.html#recent-data", + "title": "Total alkalinity, PH and aragonite saturation state (GBR4 BGC v3.1 baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/current-multi-depth/index.html", - "href": "gbr1/current-multi-depth/index.html", - "title": "Current at 2.35m, 18m and 103m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html", + "href": "gbr4/bgc/baseline/din_dip_dic/index.html", + "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the strength and direction of ocean currents at different depths on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. The strength of the current is represented by colour. The arrows represent the direction. In the hourly data a lot of the daily fluctuations are due to tidal currents. These tend to make the current direction swing back and forth as the tides flow and and out of a region.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nConcentration of dissolved inorganic nitrogen (DIN).\n\n\n\nConcentration of dissolved inorganic phosphorus, also referred to as orthophosphate or soluble reactive phosphorus, SRP, composed chiefly of HPO42- ions, with a small percentage present as PO43-.\n\n\n\nConcentration of dissolved inorganic carbon, composed chiefly at seawater pH of HCO3-, with a small percentage present as CO32-.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/current-multi-depth/index.html#source-data", - "href": "gbr1/current-multi-depth/index.html#source-data", - "title": "Current at 2.35m, 18m and 103m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html#source-data", + "href": "gbr4/bgc/baseline/din_dip_dic/index.html#source-data", + "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/current-multi-depth/index.html#recent-data", - "href": "gbr1/current-multi-depth/index.html#recent-data", - "title": "Current at 2.35m, 18m and 103m depth (GBR1)", + "objectID": "gbr4/bgc/baseline/din_dip_dic/index.html#recent-data", + "href": "gbr4/bgc/baseline/din_dip_dic/index.html#recent-data", + "title": "Dissolved Inorganic (Carbon, Nitrogen & Phosphorus) (GBR4 BGC baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/current-multi-depth/index.html#erratum", - "href": "gbr1/current-multi-depth/index.html#erratum", - "title": "Current at 2.35m, 18m and 103m depth (GBR1)", - "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." - }, - { - "objectID": "gbr1/river-tracers/index.html", - "href": "gbr1/river-tracers/index.html", - "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", - "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nQueensland coastline flowing into the Great Barrier Reef Marine Park. These visualisations are produced from using currents calculated by the eReefs hydrodynamic model to drive a tracer transport model.\nFlood plumes deliver sediments and nutrients into the ocean, both of which can result in detrimental effects on seagrass and reef habitats.\nThe left most panel shows the near-surface salinity and the wind vectors. The salinity indicates how salty the water is and it is lowered by river run off and rainfall. Thus reduced salinity is a measure of the combined impact of all rivers combined. The wind is shown as arrows overlaid on the salinity. The wind pushes the flood plumes around and has a strong influence on where the plumes go. The other major influence is the impact of the rotation of the Earth on buoyant plumes. The other three panels each show the river tracers for five rivers each. We split up the rivers into multiple panels to limit the amount of overlap in their extent during large flooding events.\nIn the model, tracers are released at the mouth into the surface flow of each river. These tracers move with the ocean currents, becoming more dilute as they spread out and mix with the ocean water, allowing the concentration of river water to be tracked over time. These tracers show the fraction of the water, at any given location, associated with each river.\nThe lowest threshold of river water concentration (1%) shown in the visualisation was chosen to align with the visible extent of flood plumes as seen in satellite imagery. At this concentration we can expect organisms on the sea floor to see raised nutrient levels, some fine sediment and a significant reduction in light. Limitations and spatial accuracy\nIt should be noted that the river tracer product tracks the concentration of river water. It does not track sediment or nutrient in the water. As a result, it should be used as a guide for the potential area that might be affected by flood water. The primary value of this product is that it attributes flood plume water to its source river allowing the extent of individual rivers to be understood.\nTo understand more about the actual nutrient and sediment levels refer to the eReefs BioGeoChemical (BGC) model as it directly represents sediment and nutrients from all processes including wind resuspension and biological processes. In the BGC model however, it is not possible to directly attribute components of the sediment and nutrients concentrations to their source rivers.\nThis visualisation only shows the 15 largest rivers (based on largest historical flow) and so does not fully represent all the flood plumes. The salinity product can be used to see other rivers modelled by eReefs that are not explicitly separated out using the river tracer visualisation product.\nThe rivers shown in the visualisation were adjusted in their concentration threshold to represent the full flow of water associated with their river basin. In some catchments there are multiple rivers flowing into the ocean and eReefs represents this whole basin with a single river. As a result, the shape of the flood plume close to the coast may not be representative.\nAs part of the research into determining a suitable river concentration threshold to visualise we undertook many comparisons between the estimated flood plume extent from eReefs and those visible in Sentinel 2 satellite imagery. From this we found that the plume extent from eReefs was generally accurate to within about 10 km, with the most likely reason for the difference being slight errors in the model due to wind. The strength and direction of the wind is the predominant factor in determining the spread of the flood plumes. As a result any small errors in the modelling of the wind will lead to errors in the flood plume boundaries. The eReefs hydrodynamic model is driven by wind data from the Bureau of Meteorology’s Access-R weather model, which is a forecast. It has a resolution of 12 km and so it is surprising that the eReefs model is as spatially accurate as it is. Part of the reason for this is that while the wind occasionally pushes the plumes offshore, the main determinant of the distribution is the dynamics of buoyant plumes. The rotation of the Earth acts to deflect to the left (in the Southern Hemisphere) any relative increase in motion between fluid layers. One such relative motion is a buoyant plume flowing over the top of denser ocean water. Deflected left on a river discharging along an east coast means it being push towards the coast. Thus, the plumes are trapped near the coast. The distance to which they spread from the coast is also set by this balance between density driven flow and the Earth’s rotation, something ocean models are very good at.\n\n\nBaird, M. E., J. Andrewartha, M. Herzfeld, E. Jones, N. Margvelashvili, M. Mongin, F. Rizwi, J. Skerratt, M. Soja-Wozniak, K. Wild-Allen, T. Schroeder, B. Robson, E. da Silva, M. Devlin (2017) River plumes of the Great Barrier Reef: freshwater, sediment and optical footprints quantified by the eReefs modelling system. In Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (eds) MODSIM2017, 22nd International Congress on Modelling and Simulation. Modelling and Simulation Society of Australia and New Zealand, December 2017, pp.1892-1898. ISBN: 978-0-9872143-7-9. https://www.mssanz.org.au/modsim2017/L22/baird.pdf.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." - }, - { - "objectID": "gbr1/river-tracers/index.html#source-data", - "href": "gbr1/river-tracers/index.html#source-data", - "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nSecchi depth is an estimate of water clarity, which is traditionally measured by lowering a secchi disk into the water until the disk can not be seen. The model estimates the optical properties of the water based on the sediment and nutrients in the water. These all affect the scattering and absorption of light as it passes through the water allowing the model to estimate the attenuation of the light through the water. The Secchi depth is calculated from the vertical integral of attenuation of light at 488nm.\n\n\n\nAs light passes through the water column its intensity descreases due to a combination of absorption and scattering. The amount of light descreases exponentially as a function of the depth. The amount of light at a given depth can be estimated by scaling the surface irradiance by e(-Kd*depth), where Kd is the vertical attenuation coefficient, and e is the base of the natural logarithm.\nIn practice the vertical attenuation varies with the wavelength of light as colours are absorbed at different rates due to the inherent properties of sea water (blue penetrates more than red light) and the amount of sediment and organic material in the water. The vertical attenuation also varies with depth if the water column is not fully mixed. Stratification of colour dissolved organic matter (CDOM) or suspended sediment can result in variation in the clarity of the water, and thus the vertical attenuation, with depth.\nIn the BGC model the vertical attenuation is a depth dependent variable that corresponds to the light attenutation in the model depth layer at a wavelength of 490 nm (blue/cyan). It is calculated based on the optical model of the water, which considers the wavelength dependent absorption and scattering of the light through the water column depending on the amount of modelled colour dissolved organic matter (CDOM) and sediment in the water column. Further details of the vertical attenuation is outlined in section 3.2.2 of the BGC Appendix B: Scientific description of the optical, carbon chemistry and biogeochemical models.\n\n\n\nThe variable EpiPAR_sg represents the light intensity above seagrass measured in daily light integral (mol photons per square meter per day). Please note that the eReefs BGC model is using a 4km resolution and is developed for large-scale predictions. This limits the possibility of using this variable for a detailed analysis of processes relevant to seagrass. The NESP project 3.2.1 (Deriving ecologically relevant load targets to meet desired ecosystem condition for the Great Barrier Reef: a case study for seagrass meadows in the Burdekin region) is currently investigating the possibility of using this model to derive and test ecologically relevant targets.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/river-tracers/index.html#recent-data", - "href": "gbr1/river-tracers/index.html#recent-data", - "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#secchi-depth", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#secchi-depth", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Secchi depth is an estimate of water clarity, which is traditionally measured by lowering a secchi disk into the water until the disk can not be seen. The model estimates the optical properties of the water based on the sediment and nutrients in the water. These all affect the scattering and absorption of light as it passes through the water allowing the model to estimate the attenuation of the light through the water. The Secchi depth is calculated from the vertical integral of attenuation of light at 488nm." }, { - "objectID": "gbr1/river-tracers/index.html#erratum", - "href": "gbr1/river-tracers/index.html#erratum", - "title": "Flood plume extents for major rivers on GBR based on modelled river tracers", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#vertical-attenuation-at-490nm", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#vertical-attenuation-at-490nm", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "As light passes through the water column its intensity descreases due to a combination of absorption and scattering. The amount of light descreases exponentially as a function of the depth. The amount of light at a given depth can be estimated by scaling the surface irradiance by e(-Kd*depth), where Kd is the vertical attenuation coefficient, and e is the base of the natural logarithm.\nIn practice the vertical attenuation varies with the wavelength of light as colours are absorbed at different rates due to the inherent properties of sea water (blue penetrates more than red light) and the amount of sediment and organic material in the water. The vertical attenuation also varies with depth if the water column is not fully mixed. Stratification of colour dissolved organic matter (CDOM) or suspended sediment can result in variation in the clarity of the water, and thus the vertical attenuation, with depth.\nIn the BGC model the vertical attenuation is a depth dependent variable that corresponds to the light attenutation in the model depth layer at a wavelength of 490 nm (blue/cyan). It is calculated based on the optical model of the water, which considers the wavelength dependent absorption and scattering of the light through the water column depending on the amount of modelled colour dissolved organic matter (CDOM) and sediment in the water column. Further details of the vertical attenuation is outlined in section 3.2.2 of the BGC Appendix B: Scientific description of the optical, carbon chemistry and biogeochemical models." }, { - "objectID": "gbr1/current-magnitude-average/index.html", - "href": "gbr1/current-magnitude-average/index.html", - "title": "Current magnitude average at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#light-intensity-above-seagrass", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#light-intensity-above-seagrass", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the magnitude of the surface sea water current on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model.\nThe magnitude shown in these videos and images tells you the speed of the water, but with no indication of the direction. In shallow areas this information can be useful in understanding the amount of sediment mixing caused by tides and the amount of shear stress (side ways rubbing) that these areas might experience. Shallow areas that have a high current magnitude are likely to be different habitats.\nFor details of this dataset and access to the data see the eReefs CSIRO Hydrodynamic model (Temperature, Salinity, Wind, Current) Summaries (AIMS) metadata page.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "The variable EpiPAR_sg represents the light intensity above seagrass measured in daily light integral (mol photons per square meter per day). Please note that the eReefs BGC model is using a 4km resolution and is developed for large-scale predictions. This limits the possibility of using this variable for a detailed analysis of processes relevant to seagrass. The NESP project 3.2.1 (Deriving ecologically relevant load targets to meet desired ecosystem condition for the Great Barrier Reef: a case study for seagrass meadows in the Burdekin region) is currently investigating the possibility of using this model to derive and test ecologically relevant targets." }, { - "objectID": "gbr1/current-magnitude-average/index.html#source-data", - "href": "gbr1/current-magnitude-average/index.html#source-data", - "title": "Current magnitude average at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#source-data", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#source-data", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/current-magnitude-average/index.html#recent-data", - "href": "gbr1/current-magnitude-average/index.html#recent-data", - "title": "Current magnitude average at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#recent-data", + "href": "gbr4/bgc/baseline/secchi_kd-490_epipar-sg/index.html#recent-data", + "title": "Secchi depth, vertical attenuation at 490nm & light intensity above seagrass (GBR4 BGC v3.1 baseline)", "section": "", "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/current-magnitude-average/index.html#erratum", - "href": "gbr1/current-magnitude-average/index.html#erratum", - "title": "Current magnitude average at 2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html", + "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html", + "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\n\n\nConcentration of oxygen.\nDissolved oxygen plays a pivotal role, driving multiple biogeochemical processes and influencing the balance of other elements like carbon, nitrogen, and phosphorus. The BGC model cycles carbon, nitrogen, phosphorous and oxygen through multiple phytoplankton, zooplankton, detritus and dissolved organic and inorganic forms in the water column and sediment layers.\nThe production (by photosynthesis) and consumption (by respiration and remineralisation) of dissolved oxygen is included in the model and, depending on prevailing concentrations, facilitates or inhibits the oxidation of ammonium to nitrate and its subsequent denitrification to dinitrogen gas which is then lost from the system.\nMore detail on how oxygen levels were modelled can be found in Baird et al. (2020).\n\n\n\nThe saturation state of oxygen [O2]sat is determined as a function of temperature and salinity following Weiss (1970). It represents the maximum amount of the dissolved oxygen that the water can hold. It is used to calculate the amount of oxygen exchange in the sea-air boundary. If the oxygen saturation percentage is below 100% then oxygen will be absorbed from the atmosphere. If it is above 100% then oxygen will be out gased from the sea into the atmosphere.\n\n\n\nBaird, M. E., Wild-Allen, K. A., Parslow, J., Mongin, M., Robson, B., Skerratt, J., Rizwi, F., Soja-Woźniak, M., Jones, E., Herzfeld, M., Margvelashvili, N., Andrewartha, J., Langlais, C., Adams, M. P., Cherukuru, N., Gustafsson, M., Hadley, S., Ralph, P. J., Rosebrock, U., … Steven, A. D. L. (2020). CSIRO Environmental Modelling Suite (EMS): scientific description of the optical and biogeochemical models (vB3p0). Geoscientific Model Development, 13(9), 4503–4553. https://doi.org/10.5194/gmd-13-4503-2020\nWeiss, R.: The solubility of nitrogen, oxygen and argon in water and seawater, Deep Sea Res., 17, 721–735, 1970.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-range/index.html", - "href": "gbr1/temp-range/index.html", - "title": "Temperature range at -2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#source-data", + "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#source-data", + "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", "section": "", - "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows the daily minimum, maximum and temperature range on the Great Barrier Reef based on the 1km eReefs Hydrodynamic model. This is an experimental product that is intended to help investigate whether daily temperature range is a useful indicator of resistence to coral bleaching.\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know.\n\n\n\nFrom 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "gbr1/temp-range/index.html#source-data", - "href": "gbr1/temp-range/index.html#source-data", - "title": "Temperature range at -2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#recent-data", + "href": "gbr4/bgc/baseline/oxygen_oxy-sat/index.html#recent-data", + "title": "Dissolved oxygen & oxygen saturation percentage (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-range/index.html#recent-data", - "href": "gbr1/temp-range/index.html#recent-data", - "title": "Temperature range at -2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html", + "href": "gbr4/bgc/baseline/din_no3_nh4/index.html", + "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis visualisation shows modelled nitrogen levels from the CSIRO eReefs Biogeochemical model. Nitrogen is a key limiting nutrient in the growth of plants and algae. Coral reefs are generally nutrient poor environments with much of the nutrients being locally recycled. Increased nutrient levels promote the growth of phytoplankton, turf algae and macroalgae, inhibiting the rate of recovery of coral reefs.\nThe BGC model tracks the transformation of nitrogen through the nitrogen cycle, from fixing of nitrogen gas into ammonia by tricodesmium, to its uptake by plants, propagation through the food chain to zooplantkon, to release due to mortality and finally denitrification back into nitrogen gas.\nThe BGC model contains two forms of dissolved inorganic nitrogen (DIN), dissolved ammonia (NH4) and dissolved nitrate (NO3): DIN = [NH4] + [NO3]. In the model, the ammonia component of the DIN pool is assumed to be taken up first by all primary producers (phytoplankton, tricodesmium, macroalgae and seagrass), followed by the nitrate, with the caveat that the uptake of ammonia cannot exceed the diffusion limit for ammonia. The underlying principle of this assumption is that photosynthetic organisms can entirely preference ammonia, but that the uptake of ammonia is still limited by diffusion to the organism’s surface.\nNitrification is the oxidation of ammonia (NH4) with oxygen, to form nitrite followed by the rapid oxidation of these nitrites into nitrates (NO3). In the BGC model nitrification occurs in the water column and sediment depending on oxygen levels.\nPhotosynthetic growth is determined by concentrations of dissolved nutrients (nitrogen and phosphate) and photosynthetically active radiation. Autotrophs (seagrass, phytoplankton, macroalgae and tricodesmium) take up dissolved ammonium, nitrate, phosphate and inorganic carbon. Ammonia is preferentially taken up as a source of nitrogen over nitrate as it can be directly used by plants. Nitrogen is transported through the phytoplankton to zooplankton food chain. Nitrogen is released as ammonia when an organism decays. Tricodesmium fixes nitrogen, converting nitrogen gas N2 into ammonia NH3 when the DIN concentration falls below a critical concentration.\n\n\nConcentration of dissolved inorganic nitrogen (DIN). DIN = [NH4] + [NO3].\n\n\n\nConcentration of nitrate. In the absence of nitrite [NO2-] in the model, nitrate represents [NO3-] + [NO2-].\n\n\n\nConcentration of ammonia ions [NH4+].\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "gbr1/temp-range/index.html#erratum", - "href": "gbr1/temp-range/index.html#erratum", - "title": "Temperature range at -2.35m (GBR1)", + "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html#source-data", + "href": "gbr4/bgc/baseline/din_no3_nh4/index.html#source-data", + "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", "section": "", - "text": "From 28 Dec 2014 - 29 Dec 2014 and from 1 Dec - 10 Dec 2021, the forcing data for the GBR1 eReefs model was incorrect due to a process failure while extracting the relevant ACCESS data. This resulted in static tides and winds during this period, leading to incorrect model outputs during Dec 2014 and 2021, with some carry over error into Jan 2022. This forcing error led to a decrease in water mixing resulting in the temperature building up several degrees hotter than it should and to the flood plumes from the Fitzroy and Burnett moving in the wrong direction.\nCSIRO are correcting this problem by re-running the model from Dec 2021 for several months to replace this section of the data. This warning will be updated when this change has been made." + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "about.html", - "href": "about.html", - "title": "About", + "objectID": "gbr4/bgc/baseline/din_no3_nh4/index.html#recent-data", + "href": "gbr4/bgc/baseline/din_no3_nh4/index.html#recent-data", + "title": "Dissolved inorganic nitrogen, nitrate & ammonia (GBR4 BGC v3.1 baseline)", "section": "", - "text": "The eReefs research project is a collaboration between the Great Barrier Reef Foundation, CSIRO, the Australian Institute of Marine Science, Bureau of Meteorology, and Queensland Government. It aims to develop a platform that will provide a picture of what is currently happening on the reef and what has happened in the past. This website provides visualisations and aggregations of the eReefs hydrodynamic and biogeochemical models allowing easy access to the current and historic environmental conditions on the Great Barrier Reef.\n\n\nThe eReefs hydrodynamic model predicts the movement of marine waters, as well as key physical environmental conditions such as water temperature and salinity. This model is a deterministic physics based model that evolves based on equations of conversation of momentum, continuity and conservation of heat and salt driven externally by wind, atmospheric pressure gradients, surface heat and water fluxes and open-boundary conditions such as tides and low frequency ocean currents. The external boundary of CSIRO hydrodynamic model are forced by the BOM Access-R weather models and BOM OMAP for boundary currents. The GBR1 1 km model is nested inside the GBR4 4 km model, with the GBR4 acting as the boundary of the GBR1 model.\nThe hydrodynamic model results allow us to better understand the effect of cyclones, the location of potentially damaging heat waves that can cause coral bleaching, the ocean currents that disperse larve of corals and Crown-of-Thorns starfish, and fresh water plumes from flooded rivers that can damage inshore reefs.\nThe eReefs BioGeoChemical (BGC) and sediment model uses the results of the hydrodynamic model to track the movement and concentration of nutrients and sediments. It models the effects of land run off into the marine space and the nutrient recycling processes associated with plankton, seagrass and coral.\nMore information: eReefs: An operational information system for managing the Great Barrier Reef.\n\n\n\nThis site presents visualisations of key variables from both the eReefs Hydrodynamic and BGC models. The raw model outputs are available publicly via the National Computing Infrastructure (NCI) THREDDS data service and are described in more detail on the Access to raw model output page on the CSIRO eReefs site. The problem is that using the raw model data directly can be a huge challenge due to their huge data size (~ 19 TB). The raw model data uses files that have a curvilinear grid, that helps the efficiency of the model, but prevents the data from being directly viewable in GIS applications such as QGIS or ArcGIS. Another significant challenge is that the model data has over 10's of millions of individual map layers making it very difficult to understand the processes looking at them one at a time. The AIMS eReefs platform aims to solve these problems by:\n\nPresenting visualisations using pre-rendered videos. These videos provide rapid viewing of the eReefs data. These videos show multiple related variables, to allow the connections between key processes to be easily seen,\nGenerating aggregations over time (daily, months, seasonal, annual) of the model data to show longer time scale spatial patterns of variables, whilst shrinking the data to a more manageable size,\nRegridding the model data from curvilinear data to a rectangular grid so that it can be used in a desktop GIS applications,\nProviding a data extraction service that allows time series data of locations of interest to be easily downloaded,\nProviding data services of all the generated derived data so that it can be accessed programmatically to facilitate reproducible science.\nGenerating exposures maps to identify regions where organisms are being exposed to harsh conditions that might adversely affect their health.\n\nThe products on this website are updated in near real time from the NCI data services. As CSIRO updates the model data this site regenerates and updates the visualisation and data services available.\n\n\n\nTwo new tools were developed to process and visualise the eReefs model data. These were a tool for processing the model outputs to calculate time aggregates and exposures (Ncaggregate), and a tool for automatically generating maps and videos from the data (Ncanimate). Along with these tools a host of smaller coordinating tools were developed. These were to automate the mirroring of data, to coordinate the processing workflow and for presenting of the thousands of products on the website.\n\n\n\n\n\nAIMS eReefs platform overview\n\n\n\n\nAIMS eReefs platform overview\n\nThe GBR4 and GBR1 model data is generated by CSIRO. It is then push to the National Computing Intrastructure (NCI) where it is made available publicly as a data service. The AIMS eReefs platform creates a local partial mirror of the data, stripping off unused variables to save on space. This data is then processed to produce regridded aggregation data with daily, monthly and annual aggregations. This data is made available as data services to allow data download, programmatic access to the data and as a web mapping service to link in with the CSIRO eReefs Vis Portal. The raw model data, along with the aggregated data is visualised as maps and map videos. These are made available via the AIMSeReefs visualisation portal. The final component is the data extraction tool. Requests from users trigger the extraction process. These extractions can take a while and so users are emailed back when there extractions are complete.\n\n by AIMS\n\n\n\n\n\nAll the dataset used to create the visualisations on this site are made available in NetCDF format from our AIMS eAtlas THREDDS server.\nThese correspond to all the aggregate products generated by this project. This corresponds to daily, monthly, annual aggregates. These files have been regridded to a regular grid to allow them to be loaded into a standard GIS application such as ArcMap. You can do this by following the Reading netCDF as a raster layer guide.\n\n\n\nAll the data used in the visualisations are available programmatically via the AIMS eAtlas THREDDS server by either download the full NetCDF data or by using libraries to access the data using the OPeNDAP data protocol. The following are tutorials in using these services in a range of languages.\n\n\n\nLanguage\nDescription\nData source\nNotebook\n\n\n\n\nPython\n1. Plot AIMS eReefs data as a map from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n2. Plot AIMS eReefs time plot from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n3. Processing the data from the AIMS eReefs extraction tool - Wind and currents\nAIMS eReefs data extraction tool\nNotebook (Jupyter)\n\n\nR\nHow to plot AIMS eReefs data with R\nAIMS eReefs aggregate model data\nR markdown\n\n\nR\nR package to facilitate extracting and visualising eReefs model output data\nCISRO eReefs raw model data\nR library" + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "about.html#about-the-ereefs-models", - "href": "about.html#about-the-ereefs-models", - "title": "About", + "objectID": "gbr4/temp-multi-depth/index.html", + "href": "gbr4/temp-multi-depth/index.html", + "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", "section": "", - "text": "The eReefs hydrodynamic model predicts the movement of marine waters, as well as key physical environmental conditions such as water temperature and salinity. This model is a deterministic physics based model that evolves based on equations of conversation of momentum, continuity and conservation of heat and salt driven externally by wind, atmospheric pressure gradients, surface heat and water fluxes and open-boundary conditions such as tides and low frequency ocean currents. The external boundary of CSIRO hydrodynamic model are forced by the BOM Access-R weather models and BOM OMAP for boundary currents. The GBR1 1 km model is nested inside the GBR4 4 km model, with the GBR4 acting as the boundary of the GBR1 model.\nThe hydrodynamic model results allow us to better understand the effect of cyclones, the location of potentially damaging heat waves that can cause coral bleaching, the ocean currents that disperse larve of corals and Crown-of-Thorns starfish, and fresh water plumes from flooded rivers that can damage inshore reefs.\nThe eReefs BioGeoChemical (BGC) and sediment model uses the results of the hydrodynamic model to track the movement and concentration of nutrients and sediments. It models the effects of land run off into the marine space and the nutrient recycling processes associated with plankton, seagrass and coral.\nMore information: eReefs: An operational information system for managing the Great Barrier Reef." + "text": "Time step:Loading...Your browser does not support the video tag.WARNING: This video may contain flashing patterns which may not be suitable for people with photosensitive epilepsy.Skip frames<>Elevation: Downloadmp4wmvzippngsvgpdf\n\n\n\n<\n----\n>\n\n\nJan\nFeb\nMar\n\n\nApr\nMay\nJun\n\n\nJul\nAug\nSep\n\n\nOct\nNov\nDec\n\n\n\n\n\n\n\nThis page shows temperature at different depths on the Great Barrier Reef based on the 4km eReefs Hydrodynamic model.\n\n\nThis product highlights how the temperature varies with depth. The eReefs Hydrodynamic model contains over 40 depth slices allowing us to see how the water cools with depth and how cool water is mixed by extreme events such as cyclones. Note that most of the Great Barrier Reef has a depth of less than 100 m, so as the depth is increased, less of the reef area is visible on the map.\nThe shallowest depth (1.5m) represents the surface temperature in the model.\nThe middle depth (18m) is useful for investigating whether corals not at the surface were also subjected to high temperature conditions during bleaching events. We can see in the March 2016 video that the high temperature conditions leading to bleaching were also persistent at this depth.\nThe deeper water depth (49m) is useful for looking at the mixing effects of cyclones. Slow moving cyclones build up circular ocean currents that can mix the water down to 300 m. This can be seen with Cyclone Nathan in March 2015.\n\n\n\nThe videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map.\n\n\n\nThe results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "about.html#what-does-this-website-show", - "href": "about.html#what-does-this-website-show", - "title": "About", + "objectID": "gbr4/temp-multi-depth/index.html#temperature-at-different-depths", + "href": "gbr4/temp-multi-depth/index.html#temperature-at-different-depths", + "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", "section": "", - "text": "This site presents visualisations of key variables from both the eReefs Hydrodynamic and BGC models. The raw model outputs are available publicly via the National Computing Infrastructure (NCI) THREDDS data service and are described in more detail on the Access to raw model output page on the CSIRO eReefs site. The problem is that using the raw model data directly can be a huge challenge due to their huge data size (~ 19 TB). The raw model data uses files that have a curvilinear grid, that helps the efficiency of the model, but prevents the data from being directly viewable in GIS applications such as QGIS or ArcGIS. Another significant challenge is that the model data has over 10's of millions of individual map layers making it very difficult to understand the processes looking at them one at a time. The AIMS eReefs platform aims to solve these problems by:\n\nPresenting visualisations using pre-rendered videos. These videos provide rapid viewing of the eReefs data. These videos show multiple related variables, to allow the connections between key processes to be easily seen,\nGenerating aggregations over time (daily, months, seasonal, annual) of the model data to show longer time scale spatial patterns of variables, whilst shrinking the data to a more manageable size,\nRegridding the model data from curvilinear data to a rectangular grid so that it can be used in a desktop GIS applications,\nProviding a data extraction service that allows time series data of locations of interest to be easily downloaded,\nProviding data services of all the generated derived data so that it can be accessed programmatically to facilitate reproducible science.\nGenerating exposures maps to identify regions where organisms are being exposed to harsh conditions that might adversely affect their health.\n\nThe products on this website are updated in near real time from the NCI data services. As CSIRO updates the model data this site regenerates and updates the visualisation and data services available." + "text": "This product highlights how the temperature varies with depth. The eReefs Hydrodynamic model contains over 40 depth slices allowing us to see how the water cools with depth and how cool water is mixed by extreme events such as cyclones. Note that most of the Great Barrier Reef has a depth of less than 100 m, so as the depth is increased, less of the reef area is visible on the map.\nThe shallowest depth (1.5m) represents the surface temperature in the model.\nThe middle depth (18m) is useful for investigating whether corals not at the surface were also subjected to high temperature conditions during bleaching events. We can see in the March 2016 video that the high temperature conditions leading to bleaching were also persistent at this depth.\nThe deeper water depth (49m) is useful for looking at the mixing effects of cyclones. Slow moving cyclones build up circular ocean currents that can mix the water down to 300 m. This can be seen with Cyclone Nathan in March 2015." }, { - "objectID": "about.html#how-are-the-map-products-on-this-website-generated", - "href": "about.html#how-are-the-map-products-on-this-website-generated", - "title": "About", + "objectID": "gbr4/temp-multi-depth/index.html#source-data", + "href": "gbr4/temp-multi-depth/index.html#source-data", + "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", "section": "", - "text": "Two new tools were developed to process and visualise the eReefs model data. These were a tool for processing the model outputs to calculate time aggregates and exposures (Ncaggregate), and a tool for automatically generating maps and videos from the data (Ncanimate). Along with these tools a host of smaller coordinating tools were developed. These were to automate the mirroring of data, to coordinate the processing workflow and for presenting of the thousands of products on the website.\n\n\n\n\n\nAIMS eReefs platform overview\n\n\n\n\nAIMS eReefs platform overview\n\nThe GBR4 and GBR1 model data is generated by CSIRO. It is then push to the National Computing Intrastructure (NCI) where it is made available publicly as a data service. The AIMS eReefs platform creates a local partial mirror of the data, stripping off unused variables to save on space. This data is then processed to produce regridded aggregation data with daily, monthly and annual aggregations. This data is made available as data services to allow data download, programmatic access to the data and as a web mapping service to link in with the CSIRO eReefs Vis Portal. The raw model data, along with the aggregated data is visualised as maps and map videos. These are made available via the AIMSeReefs visualisation portal. The final component is the data extraction tool. Requests from users trigger the extraction process. These extractions can take a while and so users are emailed back when there extractions are complete.\n\n by AIMS" + "text": "The videos/images on this page are based on the 4km eReefs Hydrodynamic model (v2.0) of the Great Barrier Reef. The raw data is available from the NCI THREDDS server (hourly) and the aggregate data from the AIMS eAtlas THREDDS server (daily, monthly, yearly, all). These map layers are also available for inspection as an interactive map." }, { - "objectID": "about.html#how-do-i-access-the-data-used-in-the-visualisations", - "href": "about.html#how-do-i-access-the-data-used-in-the-visualisations", - "title": "About", + "objectID": "gbr4/temp-multi-depth/index.html#recent-data", + "href": "gbr4/temp-multi-depth/index.html#recent-data", + "title": "Temperature at 1.5m, 18m and 49m depth (GBR4)", "section": "", - "text": "All the dataset used to create the visualisations on this site are made available in NetCDF format from our AIMS eAtlas THREDDS server.\nThese correspond to all the aggregate products generated by this project. This corresponds to daily, monthly, annual aggregates. These files have been regridded to a regular grid to allow them to be loaded into a standard GIS application such as ArcMap. You can do this by following the Reading netCDF as a raster layer guide." + "text": "The results are updated in near-real-time, however sometimes they can be behind real time up to 2 weeks. This happens due to delays in the model runs being held up for technical reasons or delays in source data that drive the model. This visualisation portal can sometimes also delay the products by up to 1 day. To check the latest available model data look at the date on the NCI THREDDS server. If the model data is more up to date than this portal let us know." }, { - "objectID": "about.html#how-do-i-access-the-data-programmatically", - "href": "about.html#how-do-i-access-the-data-programmatically", - "title": "About", + "objectID": "help/index.html", + "href": "help/index.html", + "title": "Help", "section": "", - "text": "All the data used in the visualisations are available programmatically via the AIMS eAtlas THREDDS server by either download the full NetCDF data or by using libraries to access the data using the OPeNDAP data protocol. The following are tutorials in using these services in a range of languages.\n\n\n\nLanguage\nDescription\nData source\nNotebook\n\n\n\n\nPython\n1. Plot AIMS eReefs data as a map from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n2. Plot AIMS eReefs time plot from OpeNDAP service\nAIMS eReefs aggregate model data\nNotebook (Jupyter)\n\n\nPython\n3. Processing the data from the AIMS eReefs extraction tool - Wind and currents\nAIMS eReefs data extraction tool\nNotebook (Jupyter)\n\n\nR\nHow to plot AIMS eReefs data with R\nAIMS eReefs aggregate model data\nR markdown\n\n\nR\nR package to facilitate extracting and visualising eReefs model output data\nCISRO eReefs raw model data\nR library" + "text": "How to download a visualisation video or frame\nA short tutorial on how to download a visualisation video or frame for an AIMS eReefs product.\nHow to manually download AIMS eReefs data\nThis tutorial describes the steps to download the NetCDF files produced by the AIMS eReefs system.\nHow to extract time series environmental variables from eReefs models using the Extraction Tool\nIf you are interested in environment conditions at a specific research site on the Great Barrier Reef you can use the eReefs Extraction Tool to extract time series data for environmental variables and locations of interest from the eReefs models.\nHow to open a NetCDF file with ArcMap and QGIS\nThis tutorials describes how to use the two GIS tools ArcMap and QGIS to open a NetCDF file.\nHow to access the AIMS eReefs data using OPeNDAP and ArcMap\nOPeNDAP can be used to access a file from a server without needing to download the file to the local computer. The necessary steps to open a file with OPeNDAP in ArcMap are explained in this tutorial.\nHow to plot AIMS eReefs data with R\nHere you can find an example of how to programmatically access and plot the AIMS eReefs data using R.\nHow to plot AIMS eReefs data with Python\nHere you can find an example of how to programmatically access and plot the AIMS eReefs data using Python." }, { "objectID": "help/how-to-open-a-NetCDF-file-with-ArcMap-and-QGIS/index.html", @@ -930,13 +937,6 @@ "section": "Open a derived NetCDF file with QGIS", "text": "Open a derived NetCDF file with QGIS\nFor this step-by-step tutorial QGIS version 3.14.1-Pi was used.\n\nDownload the file of interest (see How to manually download derived data from THREDDS for more information).\nStart QGIS.\nIn the top menu select \"Layer\" -> \"Add Layer\" -> \"Add Raster Layer\".\n\nIn the popup window (\"Data Source Manager\")\n\nAs \"Source type\" select \"File\".\nIn the \"Source\" input field select the NetCDF file downloaded in step 1.\nClick the \"Add\" button.\n\nAnother popup window opens. Select one or more variables and click \"OK\".\n\nClose the \"Data Source Manager\" window by clicking the \"Close\" button.\n\nBy default QGIS uses a multiband symbology. To adjust this and select the time and depth, double click on the layer and select the \"Symbology\" tab on the left.\n\nFor a single band rendering, switch the \"Render type\" to either \"Singleband gray\" or \"Singleband pseudocolor\". For the remainder of this description we will use \"Singleband pseudocolor\".\nSelect a \"Band\". Each band is a combination of time and depths. Unfortunately, QGIS displays the time values as \"days since 1990-01-01\", but you can use an online tool like timeanddate.com to calculate the date.\nClick the \"Apply\" button to trigger a recalculation of the \"Min\" and \"Max\" values.\nOptionally, after the \"Min\" and \"Max\" values have changed you can click the \"Classify\" button to re-classify the label values.\nClick \"OK\" to close the property window." }, - { - "objectID": "help/how-to-plot-aims-ereefs-data-with-python/index.html", - "href": "help/how-to-plot-aims-ereefs-data-with-python/index.html", - "title": "How to plot AIMS eReefs data with Python", - "section": "", - "text": "We have a dedicated page for eReefs tutorials relate to R and Python. See https://open-aims.github.io/ereefs-tutorials/ for more information.\nThe Basic access to the AIMS eReefs Server with Python tutorial is most relevant to plotting data with Python." - }, { "objectID": "help/how-to-extract-data-using-the-extraction-tool/index.html", "href": "help/how-to-extract-data-using-the-extraction-tool/index.html", diff --git a/site_libs/bootstrap/bootstrap-dark.min.css b/site_libs/bootstrap/bootstrap-dark.min.css index 1eb8002..74ab3d5 100644 --- a/site_libs/bootstrap/bootstrap-dark.min.css +++ b/site_libs/bootstrap/bootstrap-dark.min.css @@ -3,8 +3,8 @@ * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) - */@import"https://fonts.googleapis.com/css2?family=Lato:ital,wght@0,400;0,700;1,400&display=swap";:root{--bs-blue: #375a7f;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #e83e8c;--bs-red: #e74c3c;--bs-orange: #fd7e14;--bs-yellow: #f39c12;--bs-green: 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