diff --git a/freshwater.bib b/freshwater.bib index 2558c31..197d0c6 100644 --- a/freshwater.bib +++ b/freshwater.bib @@ -1,3 +1,15 @@ +@article{li_2022, + author = {Ya Li and Kang Yang and Shuai Gao and Laurence C. Smith and Xavier Fettweis and + Manchun Li}, + title = {Surface meltwater runoff routing through a coupled supraglacial-proglacial drainage + system, Inglefield Land, northwest Greenland}, + journal = {International Journal of Applied Earth Observation and Geoinformation}, + year = 2022, + volume = 106, + pages = 102647, + doi = {10.1016/j.jag.2021.102647}, + publisher = {Elsevier {BV}}} + @article{ESSD_reviewer1, doi = {10.5194/essd-2020-47-rc1}, url = {https://doi.org/10.5194/essd-2020-47-rc1}, diff --git a/freshwater.org b/freshwater.org index ac180cb..1204f8c 100644 --- a/freshwater.org +++ b/freshwater.org @@ -45,7 +45,7 @@ #+RESULTS: workflow-update #+BEGIN_EXPORT LaTeX -\title{Greenland liquid water discharge from 1950 through December 2021} +\title{Greenland liquid water discharge from 1950 through December 2022} \Author[1]{Kenneth D.}{Mankoff} \Author[2]{Brice}{Noël} \Author[3]{Xavier}{Fettweis} @@ -79,7 +79,7 @@ #+END_EXPORT #+BEGIN_abstract -Greenland runoff, from ice mass loss and rainfall, is increasing. That runoff, as discharge, impacts the physical, chemical, and biological properties of the adjacent fjords. However, where and when the discharge occurs is not readily available in an open database. Here we provide data sets of high-resolution Greenland hydrologic outlets, basins, and streams, as well as a daily 1950 through December 2021 time series of Greenland liquid water discharge for each outlet. The data include src_bash{cat ./freshwater/ice/basins.csv | grep -v "^cat" |wc -l} {{{results(=24500=)}}} ice marginal outlets and upstream basins, and src_bash{cat ./freshwater/land/basins.csv | grep -v "^cat" |wc -l} {{{results(=29638=)}}} land coast outlets and upstream basins, derived from the 100 m ArcticDEM and 150 m BedMachine. At each outlet there are daily discharge data for src_jupyter-python[:eval no :session export]{import xarray as xr; ds = xr.open_mfdataset("./freshwater/land/discharge/*.nc", combine='nested', concat_dim='time'); (ds.time.max() - ds.time.min()).values.astype('timedelta64[D]').tolist().days+1} {{{results(=26298=)}}} days - ice sheet runoff routed subglacially to ice margin outlets, and land runoff routed to coast outlets - from two regional climate models (RCMs; MAR and RACMO). +Greenland runoff, from ice mass loss and rainfall, is increasing. That runoff, as discharge, impacts the physical, chemical, and biological properties of the adjacent fjords. However, where and when the discharge occurs is not readily available in an open database. Here we provide data sets of high-resolution Greenland hydrologic outlets, basins, and streams, as well as a daily 1950 through December 2022 time series of Greenland liquid water discharge for each outlet. The data include src_bash{cat ./freshwater/ice/basins.csv | grep -v "^cat" |wc -l} {{{results(=24500=)}}} ice marginal outlets and upstream basins, and src_bash{cat ./freshwater/land/basins.csv | grep -v "^cat" |wc -l} {{{results(=29638=)}}} land coast outlets and upstream basins, derived from the 100 m ArcticDEM and 150 m BedMachine. At each outlet there are daily discharge data for src_jupyter-python[:eval no :session export]{import xarray as xr; ds = xr.open_mfdataset("./freshwater/land/discharge/*.nc", combine='nested', concat_dim='time'); (ds.time.max() - ds.time.min()).values.astype('timedelta64[D]').tolist().days+1} {{{results(=26298=)}}} days - ice sheet runoff routed subglacially to ice margin outlets, and land runoff routed to coast outlets - from two regional climate models (RCMs; MAR and RACMO). Our sensitivity study of how outlet location changes for every inland cell based on subglacial routing assumptions, shows that most inland cells where runoff occurs are not highly sensitive to those routing assumptions, and outflow location does not move far. We compare RCM results with 10 gauges from streams with discharge rates spanning 4 orders of magnitude. Results show that for daily discharge at the individual basin scale the 5 to 95 % prediction interval between modeled discharge and observations generally falls within plus or minus a factor of 5 (half an order of magnitude, or +500%/-80%). Results from this study are available at doi:10.22008/promice/freshwater citep:GEUS_freshwater_paper and code is available at https://github.com/GEUS-Glaciology-and-Climate/freshwater citep:github_freshwater. #+END_abstract @@ -189,7 +189,7 @@ This is captured programatically by [[workflow-update]] The discussion of quality control and land runoff with depth < 0 as invalid has been updated. Land runoff with depth << 0 is possible and occurs when land-source runoff enters the subglacial system and discharges subglacially at depth from a marine terminating glacier. This occurs often when runoff is sourced from nunatuks. This scenario also generates land outlets that exist outside of land basins. -Various input data products have been upgraded. BedMachine has been upgraded from v3 to v5. MAR has been upgraded from version 3.11 to 3.12, and the simulation period has been extended from 1979 through September 2019, to 1950 through September 2021. The RACMO simulation period has been extended from 1958 through September 2019 to 1958 through December 2021. Prior to 1990, the RACMO data is unchanged (6-hourly ERA-Interim forcing). From 1990 onward, we now use 3-hourly ERA5 forcing. Both the MAR and RACMO domain boundaries have been corrected, fixing a small alignment error in the initial version. +Various input data products have been upgraded. BedMachine has been upgraded from v3 to v5. MAR has been upgraded from version 3.11 to 3.12, and the simulation period has been extended from 1979 through September 2019, to 1950 through December 2022. The RACMO simulation period has been extended from 1958 through September 2019 to 1958 through December 2022. Prior to 1990, the RACMO data is unchanged (6-hourly ERA-Interim forcing). From 1990 onward, we now use 3-hourly ERA5 forcing. Both the MAR and RACMO domain boundaries have been corrected, fixing a small alignment error in the initial version. Additional metadata now includes the citet:mouginot_2019_data basins and regions and the citet:zwally_2012_data sector nearest to each outlet, and shortest distance between the outlet and the basin, region, or sector boundary. This should be used with caution - some peripheral ice cap outlets may be assigned to the ice sheet, or land-terminating outlets may be nearest to an ice basin that does not overlap with hydrological basin. The distance can be used as a filter. We also include the nearest named glacier from citet:bjork_2015, and distance to the citet:bjork_2015 point. We also include the nearest citet:mankoff_2020_solid gate and distance to gate. Because citet:mankoff_2020_solid is a continually updating product, and gate locations and IDs may change in the future, we note here that we use gates V3 (file: https://doi.org/10.22008/promice/data/ice_discharge/gates/v02/GSEWLR) that are associated with discharge V55. The gate IDs used here are also valid with many previous ice discharge versions, and likely to be valid with many following ice discharge versions. @@ -199,7 +199,7 @@ Additional metadata now includes the citet:mouginot_2019_data basins and regions Over the past decades, liquid runoff from Greenland has increased citep:mernild_2012,bamber_2018_freshwater,trusel_2018,perner_2019 contributing to mass decrease citep:sasgen_2020. When that runoff leaves the ice sheet and discharges into fjords and coastal seas, it influences a wide range of physical citep:straneo_2011,an_2012,mortensen_2013,bendtsen_2015,cowton_2015,mankoff_2016,fried_2019,cowton_2019,beckmann_2019, chemical citep:kanna_2018,balmonte_2019, and biological citep:kamenos_2012,kanna_2018,balmonte_2019 systems citep:catania_2020. The scales of the impacts range from instantaneous at the ice--ocean boundary to decadal in the distal ocean citep:gillard_2016. The influence of freshwater on multiple domains and disciplines citep:catania_2020 is the reason several past studies have estimated runoff and discharge at various temporal and spatial scales (e.g., citet:mernild_2008,mernild_2009,mernild_2010,langen_2015,ahlstrom_2017,citterio_2017,van-as_2018,bamber_2018_freshwater,perner_2019,slater_2019). -To date no product provides discharge estimates at high spatial resolution (~100 m; resolving individual streams), daily temporal resolution, for all of Greenland, covering a broad time span (1950 through September 2021), from multiple regional climate models (RCMs), and with a simple database access software to support downstream users. Here we present these data. In the following description and methods, we document the inputs, assumptions, methodologies, and results we use to estimate Greenland discharge from 1950 through September 2021. +To date no product provides discharge estimates at high spatial resolution (~100 m; resolving individual streams), daily temporal resolution, for all of Greenland, covering a broad time span (1950 through September 2022), from multiple regional climate models (RCMs), and with a simple database access software to support downstream users. Here we present these data. In the following description and methods, we document the inputs, assumptions, methodologies, and results we use to estimate Greenland discharge from 1950 through December 2022. Freshwater discharge from Greenland primarily takes three forms: solid ice from calving at marine-terminating glaciers; submarine meltwater from ice-ocean boundary melting at marine-terminating glaciers; and liquid runoff from melted inland surface ice, rain, and condensation. A recent paper by citet:mankoff_2020_ice targets the solid ice discharge plus submarine melt budget by estimating the ice flow rate across gates 5 km upstream from all fast-flowing marine-terminating glaciers in Greenland. Complementing that paper, this paper targets Greenland's point-source liquid water discharge budget by partitioning RCM runoff estimates to all ice margin and coastal outlets. The sum of these data and citet:mankoff_2020_ice is an estimate of the majority of freshwater (in both liquid and solid form) volume flow rates into Greenland fjords. Those two terms comprise the bulk but not all freshwater - they exclude precipitation directly onto the fjord or ocean surface, as well as relatively minor contributions from evaporation and condensation, sea ice formation and melt, or subglacial basal melting. @@ -620,7 +620,7 @@ Below, we discuss the known uncertainties, ranging from least to most uncertain. The basins presented here are static approximations based on the 100 m DEM of a dynamic system. Land basin boundaries are likely to be more precise and accurate than ice basins because the land surface is better resolved, has larger surface slopes, has negligible subsurface flow, and is less dynamic than the ice surface. Even if basins and outlets seem visually correct from the 100 m product, the basin outline still has uncertainty on the order of hundreds of meters and will therefore include many minor errors and nonphysical properties, such as drainage basin boundaries bisecting lakes. However, all artifacts we did find are significantly smaller than the 1 km^{2} grid of the RCM inputs. We do not show but note that when doing the same work with the 150 m BedMachine land surface DEM, some basins change their outlet locations significantly - draining on the opposite side of a spit or isthmus and into a different fjord than the streams do when observed in satellite imagery. We have not observed these errors in streams and basins derived from the 100 m ArcticDEM in a visual comparison with Google Earth, although they may still exist. -Moving from land basins to subglacial ice basins, the uncertainty increases because subglacial routing is highly dynamic on timescales from minutes to seasons (e.g., citet:werder_2013). This dynamic system may introduce large spatial changes in outflow location (water or basin "piracy", citet:ahlstrom_2002,lindback_2015 and citet:chu_2016_rerouting), but citet:stevens_2018 suggests basins switching outlet locations may not be as common as earlier work suggests, and our sensitivity analysis suggests that near the margin where the majority of runoff occurs, outlet location often changes by less than 10 km under different routing assumptions (Fig. [[fig:k_basin_change]]). The largest (> 100 km) changes in outlet location in Fig. [[fig:k_basin_change]] occur when the continental or ice flow divides move, and one or two of the \(k\) scenario(s) drain cells to an entirely different coast or sector of the ice sheet. Finally, in some locations water is routed supraglacially, not subglacially (c.f. 10.1016/j.jag.2021.102647). +Moving from land basins to subglacial ice basins, the uncertainty increases because subglacial routing is highly dynamic on timescales from minutes to seasons (e.g., citet:werder_2013). This dynamic system may introduce large spatial changes in outflow location (water or basin "piracy", citet:ahlstrom_2002,lindback_2015 and citet:chu_2016_rerouting), but citet:stevens_2018 suggests basins switching outlet locations may not be as common as earlier work suggests, and our sensitivity analysis suggests that near the margin where the majority of runoff occurs, outlet location often changes by less than 10 km under different routing assumptions (Fig. [[fig:k_basin_change]]). The largest (> 100 km) changes in outlet location in Fig. [[fig:k_basin_change]] occur when the continental or ice flow divides move, and one or two of the \(k\) scenario(s) drain cells to an entirely different coast or sector of the ice sheet. Finally, in some locations water is routed supraglacially, not subglacially (c.f. citet:li_2022). The regions near the domain edges - both the land coast and the ice margin - are covered by many small basins, and in this work basins < 1 km^{2} are absorbed into their largest neighbor (see Methods section). By definition these basins are now hydraulically incorrect. An example can be seen in the Zackenberg basin (Fig. [[fig:Z]]a, southwest corner of the basin), where one small basin on the southern side of a hydraulic divide was absorbed into the large Zackenberg basin that should be defined by and limited to the northern side of the mountain range. @@ -773,7 +773,7 @@ If the script is accessed from within Python, then the =discharge= option return * Conclusions :ignore: \conclusions -We provide a 100 m spatial resolution data set of streams, outlets, and basins, and a 1 day temporal resolution data set of discharge through those outlets for the entire ice sheet area from 1950 through September 2021. Access to this database is made simple for nonspecialists with a Python script. Comparing the two RCM-derived discharge products to 10 gauged streams shows the uncertainty is approximately plus or minus a factor of 5, or half an order of magnitude, or +500%/-80%, when comparing daily discharge for single or few basins. +We provide a 100 m spatial resolution data set of streams, outlets, and basins, and a 1 day temporal resolution data set of discharge through those outlets for the entire ice sheet area from 1950 through December 2022. Access to this database is made simple for nonspecialists with a Python script. Comparing the two RCM-derived discharge products to 10 gauged streams shows the uncertainty is approximately plus or minus a factor of 5, or half an order of magnitude, or +500%/-80%, when comparing daily discharge for single or few basins. Because of the high spatial (individual basins) and temporal (daily) resolution, larger uncertainty exists than when working over larger areas or time steps. These larger areas and times can be achieved through spatial and temporal aggregating or by implementing a lag function. @@ -1562,7 +1562,7 @@ At this point the static work is done - we have basins, streams, and outlets for The remaining tasks are to SUM the daily model variables by each basin, and assign results to the outlet for each basin. -Working with the provided NetCDF files directly is possible but accessing them is very slow (in GRASS). I believe this has to do with extracting one variable from a multi-variable file, and/or chunking and compression issues. Given that the code operates day-by-day, that means from 1950 through September 2021 there are src_bash{echo $(( ($(date -d 2021-09-30 +%s) - $(date -d 1950-01-01 +%s)) / 86400 ))} {{{results(=26204=)}}} days, if I can cut access time down by 1 second that save 6.3 hours. In reality, by pre-processing the NetCDF files access time is reduced from 10 seconds to 1 second, saving ~2.5 days of processing time (cutting processing time in half). The cost for this savings is a few dozen lines of code and a few hours of processing. +Working with the provided NetCDF files directly is possible but accessing them is very slow (in GRASS). I believe this has to do with extracting one variable from a multi-variable file, and/or chunking and compression issues. Given that the code operates day-by-day, that means from 1950 through December 2022 there are src_bash{echo $(( ($(date -d 2022-12-31 +%s) - $(date -d 1950-01-01 +%s)) / 86400 ))} {{{results(=26662=)}}} days, if I can cut access time down by 1 second that save 6.3 hours. In reality, by pre-processing the NetCDF files access time is reduced from 10 seconds to 1 second, saving ~2.5 days of processing time (cutting processing time in half). The cost for this savings is a few dozen lines of code and a few hours of processing. + MAR: One RUNOFF variable that contains appropriate runoff for both ice and land + RACMO: One RUNOFF variable that contains appropriate runoff for both ice and land @@ -2102,7 +2102,7 @@ r.univar -t map=model zones=basins@land_${k_pct} \ log_info "Using EXTRA GNU parallel options via \${PARALLEL}: ${PARALLEL:-Not set}" -for y in $(seq 1950 2021); do +for y in $(seq 1950 2022); do for k_pct in 100 90 80; do file_base=MAR_runoff_ice_${y} infile=${file_base}.nc @@ -2170,7 +2170,7 @@ print(isum/osum) log_info "Using EXTRA GNU parallel options via \${PARALLEL}: ${PARALLEL:-Not set}" k_pct=100 -for y in $(seq 1950 2021); do +for y in $(seq 1950 2022); do file_base=MAR_runoff_land_${y} infile=${file_base}.nc outfile=${file_base}_${k_pct}.bsv @@ -2221,7 +2221,7 @@ g.mapset RACMO log_info "Using EXTRA GNU parallel options via \${PARALLEL}: ${PARALLEL:-Not set}" # ice -for y in $(seq 1958 2021); do +for y in $(seq 1958 2022); do for k_pct in 100 90 80; do file_base=RACMO_runoff_ice_${y} infile=${file_base}.nc @@ -2245,7 +2245,7 @@ done # land k_pct=100 -for y in $(seq 1958 2021); do +for y in $(seq 1958 2022); do file_base=RACMO_runoff_land_${y} infile=${file_base}.nc outfile=${file_base}_${k_pct}.bsv @@ -3287,386 +3287,66 @@ variables: echo 'ice' (cd ${DATADIR}/RACMO/freshwater/runoff_ice_1km; find . -type f -name "*.nc" | LC_ALL=C sort | head -n8 | parallel --keep-order md5sum) (cd ${DATADIR}/RACMO/freshwater/runoff_ice_1km; find . -type f -name "*.nc" | LC_ALL=C sort | tail -n8 | parallel --keep-order md5sum) -echo 'land' +echo 'land_5.5_km' (cd ${DATADIR}/RACMO/freshwater/runoff_land_5.5km; find . -type f -name "*.nc" | LC_ALL=C sort | head -n8 | parallel --keep-order md5sum) (cd ${DATADIR}/RACMO/freshwater/runoff_land_5.5km; find . -type f -name "*.nc" | LC_ALL=C sort | tail -n8 | parallel --keep-order md5sum) +echo 'land_1_km' +(cd ${DATADIR}/RACMO/freshwater/runoff_land_1km_regrid; find . -type f -name "*.nc" | LC_ALL=C sort | head -n8 | parallel --keep-order md5sum) +(cd ${DATADIR}/RACMO/freshwater/runoff_land_1km_regrid; find . -type f -name "*.nc" | LC_ALL=C sort | tail -n8 | parallel --keep-order md5sum) #+END_SRC #+RESULTS: RACMO_QC_md5sum -| ice | | -| 219834ba9f1bc98e0a87ab37ea88863d | ./runoff.1990_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| 7bde9226e0651e2cfbb8082424ba5181 | ./runoff.1990_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| 76d77c3ac9881521825d93c1c43af7d5 | ./runoff.1990_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| 17dd60fa5964af322624e72d9b58ea7c | ./runoff.1990_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| fcdd6121b4c1c94d1fe5018966deacac | ./runoff.1991_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| 48c894ad8d7c95b5521892c18183ea41 | ./runoff.1991_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| d405a62f91a201e3b7be931c12e1f678 | ./runoff.1991_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| bcaadbf2e742b533a612417f748dd5f0 | ./runoff.1991_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | -| acf9b55165baf20b613067383ea3d1fc | ./runoff_WJB_int.1988_AMJ.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| 08d48cb9b85912742785fc089a8462bb | ./runoff_WJB_int.1988_JAS.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| 9c26be97b007d967bdcc48c34ad1c3ea | ./runoff_WJB_int.1988_JFM.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| 0673a072bd62d2957f01d5ca6c6cf570 | ./runoff_WJB_int.1988_OND.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| c9d47dea1a7fe5317447734ac19b7faa | ./runoff_WJB_int.1989_AMJ.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| 46b5f01a3dce922eee06f48f415ec9fb | ./runoff_WJB_int.1989_JAS.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| dbfdf673dc82d957b5109b34724db0a6 | ./runoff_WJB_int.1989_JFM.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| af207835fe80b60d58e06b5f6035bf18 | ./runoff_WJB_int.1989_OND.BN_RACMO2.3p2_FGRN055_1km.DD.nc | -| land | | -| f60e7505e75e58133e82d381db5caa43 | ./runoff.1957.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| 7b2de3637a9b79647aa600c8da7d2990 | ./runoff.1958.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| cf60a1b81f84975ee741b483ddedb46c | ./runoff.1959.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| fd74c2d30a0d6589303b8ccbc4679694 | ./runoff.1960.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| d364c5db102ee36981d55e0b46277673 | ./runoff.1961.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| fcb4b8154fce45145ba468c7b0c2a1e6 | ./runoff.1962.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| b87dfb7d13426080a58745d9a917de2b | ./runoff.1963.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| 3d055d1d9c0ddacae46acad23a421a9e | ./runoff.1964.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | -| 32e7fa643ae40f346999e09c1b17a6d5 | ./runoff.2014.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| 1a6d4fdbb8dd14aa5311b3d43954c331 | ./runoff.2015.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| a5f91f7731fb2a7418a7e89e9f67fb43 | ./runoff.2016.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| 90634adf3dd1b9ee409002a29ac3e08f | ./runoff.2017.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| 906751f527cdb51f5448fd324a705a29 | ./runoff.2018.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| 0e481615b966397f0a4c50f48ba1dab9 | ./runoff.2019.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| a813eb69a66bd4c23cf15afcac592420 | ./runoff.2020.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | -| c5ae487f3ecc5987a17c3c06083ebd5a | ./runoff.2021.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | - -**** File list and md5sums - -+ WARN :: May be stale - -#+BEGIN_SRC bash :results verbatim :exports both -ROOT=${DATADIR}/RACMO/freshwater/ -echo "ice" -cat ${ROOT}/runoff_ice_1km/md5sum.txt -echo "land" -cat ${ROOT}/runoff_land_5.5km/md5sum.txt -#+END_SRC - -#+RESULTS: -#+begin_example - -ice -219834ba9f1bc98e0a87ab37ea88863d runoff.1990_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -7bde9226e0651e2cfbb8082424ba5181 runoff.1990_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -76d77c3ac9881521825d93c1c43af7d5 runoff.1990_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -17dd60fa5964af322624e72d9b58ea7c runoff.1990_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -fcdd6121b4c1c94d1fe5018966deacac runoff.1991_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -48c894ad8d7c95b5521892c18183ea41 runoff.1991_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -d405a62f91a201e3b7be931c12e1f678 runoff.1991_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -bcaadbf2e742b533a612417f748dd5f0 runoff.1991_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -bc5861da0a5bdc247fe974ca4a61d8e7 runoff.1992_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -0413e31913c1549a2f3964a6bb13d708 runoff.1992_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -bee14c9b28b2a7afac60033543e0a0f1 runoff.1992_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -0fc2ace771ecfe5c2c21745eda01d9e7 runoff.1992_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -cbf259892b64f9c4ee1cb27e331d4850 runoff.1993_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -50006792c2898ec66c0dabb1a10086f1 runoff.1993_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -5b92dee94b264f9eefb8f011306b1cd1 runoff.1993_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -d38cde6bd9bd98e2b5be4ffad0b69953 runoff.1993_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -6e4e917e514cf2da216b43b9840eee42 runoff.1994_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -8d3c9c13be4e94493ad50358a24dc986 runoff.1994_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ecc4ee4042822c9a95bc1cb37a15a8af runoff.1994_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -efea3f2a529be4f78203dc116832a5c3 runoff.1994_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -f312a5cd30a1d16c859ff6308a85b3ca runoff.1995_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c771ec797020c57570a856bcae3cb1f4 runoff.1995_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -35a4fa0d3c18f8e3ee6f69cd7e281af4 runoff.1995_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -47b1c1b1d9c23543aa6e56bb7aca0845 runoff.1995_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -480cf36f8e635a7e25dba675ed57b2b7 runoff.1996_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ce80b7ca943f73ffe69ea25e0388cae7 runoff.1996_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -de6b6f04ad87caec15212121ae5d8d22 runoff.1996_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -79b37c995632dcd2f9bb740e66188524 runoff.1996_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -e59031096c7cb902dfc003e6572b2c42 runoff.1997_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -d40027f77fa7f4818cfb10f880c07cd5 runoff.1997_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -47a1ddbe445937cfb11578733bdfcd6b runoff.1997_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -4f83ebbe97762f815bbf919104437132 runoff.1997_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -81f6c14ea7849916e27bc8dc759202f2 runoff.1998_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -87bcc1dd852dfb04c618c0df9d093dd9 runoff.1998_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -cccf436828b03da711695e28eaba34c3 runoff.1998_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -6ea46e7b013a3828419a543efde7c850 runoff.1998_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -57bf6228aec2875c2e75274573e8aca7 runoff.1999_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -1859a281686a239121fe589d0bd31126 runoff.1999_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -97e5d924fdbe58f387704142d81f556f runoff.1999_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -364fbbe7cfd6275ce585c9f539dda769 runoff.1999_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -2b020d58b5e4fac8be3f7037ee32a400 runoff.2000_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -d245240adfd4b9cbd2e482b5ae6e256c runoff.2000_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -282b521a3263de3d473ccd2900b19821 runoff.2000_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -1cb2e6721be3273e1105aba6b44faf2e runoff.2000_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -35135dc8782d8d215b118732e72ade1b runoff.2001_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -560929bea1db4b5a22be5f0ad5cece48 runoff.2001_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -65acfcd4e62d3a68f19fda6e47d943a4 runoff.2001_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -a378ab8b9135b0eebd572b13ea45612f runoff.2001_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -177cd01600c37588d3bcb2b84208010a runoff.2002_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -fee45f7319f0c293bed344739428474a runoff.2002_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c6360eb85a8fd8d669390dc8d595b29c runoff.2002_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -d5d2a5ec3542969ff535a2f1c255654f runoff.2002_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -abc6710d0884bc03fc9f10853e65d499 runoff.2003_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -1c85381acfbcc275629ec9bc0dfba5f9 runoff.2003_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -3a29fe538efa7d3f1828bbe8c1dbd039 runoff.2003_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -b9acafa6ec31a600c7a2dc47790d3a25 runoff.2003_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -778cef31ff7cf1cc16ad64715de70e4e runoff.2004_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ec1aa23ef7ddbbf373945a7c1864c1e9 runoff.2004_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -fdd92899ba1eb76cacabef182b76d923 runoff.2004_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -895fb68d0f29f7c510317f22ed81d31b runoff.2004_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -e6bc2eddcfd7c6188e14bf18614e99b4 runoff.2005_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -2d0b56ff82ee34410b40da338a586835 runoff.2005_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -6a15fcd7320064bf4b37bb33beed25b1 runoff.2005_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ff87becae9341f946be9d54dc7ac8ef5 runoff.2005_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -fdbd9297433a9f845011de11b4579ca0 runoff.2006_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -7098da43696b6a60d1565bb8ce555482 runoff.2006_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -3c7126290054d6955e7dbf552749612b runoff.2006_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c26513af55400904d92833d8dee086a2 runoff.2006_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ac9f21f058e22f220267ed3db5055ed3 runoff.2007_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -163690313cb567579d87a0010a4409f4 runoff.2007_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -ce8ee4cebe528a871e762246c5cc7153 runoff.2007_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -b018be117ffe75b23ab7c13dbe95110e runoff.2007_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -2794debe9b49b253c6dd3d5e9ec4dcda runoff.2008_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -4186160a709d919a259e6abc50813931 runoff.2008_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -6e1e002ae77b535b2d180b3d4e848eab runoff.2008_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -8cc4642f6934a1c6e88c1682bf8be066 runoff.2008_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -58064cac954d7123e5d0f8636bb45dc1 runoff.2009_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -61da947ec8c5f5f5a69cdc9a50c908ee runoff.2009_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -fd4443c4495a57cd61fca40349d96ae2 runoff.2009_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -5eb250d7784c38e21a66a1838ee1341d runoff.2009_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -7d07383807279b33dffd8534b57c1ce3 runoff.2010_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -e6a8d9f9b7f5a239517767c76a534f17 runoff.2010_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -2120ce2449ffc784e3cccf78b48bc933 runoff.2010_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c1f6f6d1473076a8e99de6ce772c5e1d runoff.2010_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -eb848fc163c6746eb6b7bcaaa1cef494 runoff.2011_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -4edf15c93ce3a70d9c35eff197234bca runoff.2011_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -27abfdbdb7e472d595538e088a5d463a runoff.2011_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -1b5024fb722d5f284ced86fa328febed runoff.2011_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -195abccd0339a6528a2de7120c0e35d7 runoff.2012_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -73194467cde78186529826e175f7ce19 runoff.2012_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -0d30b2f5cd5e062e0d6494ceb2129d23 runoff.2012_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -2e5fb39a21eb186870971521b6adfb6c runoff.2012_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -1a90c208c6c347c068cb7206648065e1 runoff.2013_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -af05a6592ded57d40867b2c862733c0e runoff.2013_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -af92431c425b46731b6b8c024655793c runoff.2013_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -0e024bdbce77cc9a242b849cf908ad47 runoff.2013_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c51ca68b78b4f781398494bd0d6c0b73 runoff.2014_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -332b0fbb9b920e8a52bc11e2dcc3d363 runoff.2014_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -943cbf76f6e78ec6af3e8bb69c11a454 runoff.2014_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -85fd543000c25df95404c58ec6f3f4bf runoff.2014_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -168e2583c8ed5370754c649f137ecdc3 runoff.2015_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -708d862ac66220863108fc79fd15ce98 runoff.2015_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -90bf70e990ca5de7509572676a711f5d runoff.2015_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -838afc858615977164652ce54284691a runoff.2015_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -0c1fe6a31cadfd6ae9dff4bfd60523cc runoff.2016_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -a9638d3b5d5e8e20069a275fa55c92cf runoff.2016_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -e2fcd11edb1fd101140f5f1e0e5f796d runoff.2016_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -75802c041f6b47e64f21fd9e3ede2250 runoff.2016_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -dbf8697f05fd94c9b9a824ac8eed11f9 runoff.2017_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -a0f22c7f05c222a87c59fdc29c7f3c30 runoff.2017_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -efad52aa924a696d08d8f137c99587fb runoff.2017_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -78ebd90d083b73e39bb5f547873ffffa runoff.2017_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -64adf24f338579da065fdb3dbb80adf4 runoff.2018_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc -c8f8dad8938bf07502113fcb4ad5706d 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runoff.1957.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -7b2de3637a9b79647aa600c8da7d2990 runoff.1958.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -cf60a1b81f84975ee741b483ddedb46c runoff.1959.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -fd74c2d30a0d6589303b8ccbc4679694 runoff.1960.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -d364c5db102ee36981d55e0b46277673 runoff.1961.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -fcb4b8154fce45145ba468c7b0c2a1e6 runoff.1962.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -b87dfb7d13426080a58745d9a917de2b runoff.1963.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -3d055d1d9c0ddacae46acad23a421a9e runoff.1964.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -34cd210d4605cae5f783efaf3693ab08 runoff.1965.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -68599e37e38e853c3eabef5e4a850dcc runoff.1966.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -f26fad28e3c0f98f569c310bf432685f runoff.1967.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -39e57ea7464612acc0e69ea86906cd71 runoff.1968.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -76ef376660a1d5488cee37f0175a1199 runoff.1969.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -9353dfa484674e7e0b29e56f8e4a3e60 runoff.1970.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -b3f83a6899c5eca44924397da69edb93 runoff.1971.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -160d63470feac79d0f36847855c21c1a runoff.1972.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -cea261e3a82aa7440734792fc177ac2c runoff.1973.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -a210aa4fc1fd1020ecca97ed06393e3d runoff.1974.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -80829724ec47ecd898569d1531af7d05 runoff.1975.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -8b2c2766b99f3c43382069de6123d63d runoff.1976.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -fa51c006fe7f4e77d774be263d6cfea7 runoff.1977.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -3b3affe6be5eb98c8fc7cd3d50efeada runoff.1978.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -ac60e8f76ec7ec1db4e9a70293b642d1 runoff.1979.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -272ab8f4fc965c852791da6b7465e4b6 runoff.1980.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -2cc00a0aeb1c7a9e1dde19015b1e5639 runoff.1981.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -26342b06440529f95a411e199cac1986 runoff.1982.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -d66c9b61598ffe3715788ecbcdcb0540 runoff.1983.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -90670c85d5a75c1cadb2461d1ca4d517 runoff.1984.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -9b89dbe49058b979917df136842acfc4 runoff.1985.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -1cb9dccb2693ded7d18d231146e101ca runoff.1986.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -e648743c13293bd51ded7125372cc2f6 runoff.1987.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -35d13edff77eb5d8cea9060cf769c5c6 runoff.1988.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -98054422c2d6c210b5e6289003636fbf runoff.1989.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc -460483acd554576412840500930fd9e2 runoff.1990.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -05b66fd95807cb85b575c815a92ad500 runoff.1991.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -d983d8475391cb832356653c46e3f646 runoff.1992.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -a8aff8eee53d50e534baaa0f5135f8d7 runoff.1993.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -bf6118ab0f3e3d72003f6c968d90a054 runoff.1994.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -1cac73ffc6bcfb7483200ac2a799d6e5 runoff.1995.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -28bd9dd37706d7a025a6354f412d281b runoff.1996.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -90ed41ef2db3413f7d887accc5ec9ed0 runoff.1997.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -1e323bf43d1c7567d0968c312ac0a55e runoff.1998.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -497d5574e476102f2b11b390ca50dbc0 runoff.1999.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -fa1f0b4e5f609036b310bfbd82c31191 runoff.2000.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -9bc0b9162858e28a8cfbad39e8369a18 runoff.2001.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -b1f0f262536e6db671f4700bf9fd5177 runoff.2002.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -4766d63995d6b8f5bfc0a052305ce6cb runoff.2003.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -91fe6559990db744899cb61f85f38e86 runoff.2004.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -8af3b5737185719d75c773fcb2b4ae4b runoff.2005.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -f043647a503bc2d570f20dea16b421af runoff.2006.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -6a4916af4fec372070cf803eca98427c runoff.2007.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -4c3ba06503f05727f104791ca473b4a8 runoff.2008.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -6e1716d041ab12e44d6d7380332812c9 runoff.2009.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -4f49d488ad5008f01e06a37ec94bd97e runoff.2010.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -876bf352205330672d12c9b8d2404d23 runoff.2011.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -debd90a6dd11aee77277c9b55f4b218b runoff.2012.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -df30979211a95cf4bea2d283f582c61f runoff.2013.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -32e7fa643ae40f346999e09c1b17a6d5 runoff.2014.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -1a6d4fdbb8dd14aa5311b3d43954c331 runoff.2015.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -a5f91f7731fb2a7418a7e89e9f67fb43 runoff.2016.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -90634adf3dd1b9ee409002a29ac3e08f runoff.2017.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -906751f527cdb51f5448fd324a705a29 runoff.2018.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -0e481615b966397f0a4c50f48ba1dab9 runoff.2019.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -a813eb69a66bd4c23cf15afcac592420 runoff.2020.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -c5ae487f3ecc5987a17c3c06083ebd5a runoff.2021.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc -#+end_example +| ice | | +| 219834ba9f1bc98e0a87ab37ea88863d | ./runoff.1990_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| 7bde9226e0651e2cfbb8082424ba5181 | ./runoff.1990_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| 76d77c3ac9881521825d93c1c43af7d5 | ./runoff.1990_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| 17dd60fa5964af322624e72d9b58ea7c | ./runoff.1990_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| fcdd6121b4c1c94d1fe5018966deacac | ./runoff.1991_AMJ.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| 48c894ad8d7c95b5521892c18183ea41 | ./runoff.1991_JAS.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| d405a62f91a201e3b7be931c12e1f678 | ./runoff.1991_JFM.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| bcaadbf2e742b533a612417f748dd5f0 | ./runoff.1991_OND.BN_RACMO2.3p2_ERA5_3h_FGRN055.1km.DD.nc | +| acf9b55165baf20b613067383ea3d1fc | ./runoff_WJB_int.1988_AMJ.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| 08d48cb9b85912742785fc089a8462bb | ./runoff_WJB_int.1988_JAS.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| 9c26be97b007d967bdcc48c34ad1c3ea | ./runoff_WJB_int.1988_JFM.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| 0673a072bd62d2957f01d5ca6c6cf570 | ./runoff_WJB_int.1988_OND.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| c9d47dea1a7fe5317447734ac19b7faa | ./runoff_WJB_int.1989_AMJ.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| 46b5f01a3dce922eee06f48f415ec9fb | ./runoff_WJB_int.1989_JAS.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| dbfdf673dc82d957b5109b34724db0a6 | ./runoff_WJB_int.1989_JFM.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| af207835fe80b60d58e06b5f6035bf18 | ./runoff_WJB_int.1989_OND.BN_RACMO2.3p2_FGRN055_1km.DD.nc | +| land_5.5_km | | +| f60e7505e75e58133e82d381db5caa43 | ./runoff.1957.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| 7b2de3637a9b79647aa600c8da7d2990 | ./runoff.1958.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| cf60a1b81f84975ee741b483ddedb46c | ./runoff.1959.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| fd74c2d30a0d6589303b8ccbc4679694 | ./runoff.1960.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| d364c5db102ee36981d55e0b46277673 | ./runoff.1961.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| fcb4b8154fce45145ba468c7b0c2a1e6 | ./runoff.1962.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| b87dfb7d13426080a58745d9a917de2b | ./runoff.1963.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| 3d055d1d9c0ddacae46acad23a421a9e | ./runoff.1964.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc | +| 32e7fa643ae40f346999e09c1b17a6d5 | ./runoff.2014.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| 1a6d4fdbb8dd14aa5311b3d43954c331 | ./runoff.2015.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| a5f91f7731fb2a7418a7e89e9f67fb43 | ./runoff.2016.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| 90634adf3dd1b9ee409002a29ac3e08f | ./runoff.2017.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| 906751f527cdb51f5448fd324a705a29 | ./runoff.2018.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| 0e481615b966397f0a4c50f48ba1dab9 | ./runoff.2019.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| a813eb69a66bd4c23cf15afcac592420 | ./runoff.2020.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| c5ae487f3ecc5987a17c3c06083ebd5a | ./runoff.2021.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc | +| land_1_km | | +| 879f40c2e9c4598a83458ab93bcd2246 | ./Grid_regular_EPSG3413_1km.nc | +| c2caab22f5dc8b816d26b15b07c6c732 | ./Tundra_Mask_1km.nc | +| c0c69a24c76cb909ea2ee463d79d10b6 | ./mask.nc | +| a3c0a6c3762155ad404fe6be75c49251 | ./out/runoff.1957.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc.1km-bilin.nc | +| 76d34a54d246b6872d913e7889f66772 | ./out/runoff.1958.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc.1km-bilin.nc | +| 5f1f04983c6f79fc1d89ccb15ec5946b | ./out/runoff.1959.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc.1km-bilin.nc | +| b5d9ffdd8b73d22d9b6bc7da5cbc3c0d | ./out/runoff.1960.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc.1km-bilin.nc | +| dc269d5d295640ed71f033bce1d30489 | ./out/runoff.1961.FGRN055_BN_RACMO2.3p2_FGRN055.DD.nc.1km-bilin.nc | +| 78000c74d9e9553e5237c20205b6f891 | ./out/runoff.2017.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| ced4b9dd79d5c2e0a612b01bd07d2afd | ./out/runoff.2018.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| 9f520292d3ab4dbf40246bc462cda4e3 | ./out/runoff.2019.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| 59b9237449e3c8dfe1b62e8a330bffbd | ./out/runoff.2020.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| c03ce8c3865abad695537b78e5fcbe13 | ./out/runoff.2021.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| 0d0023a324f077136cf8e69b96440617 | ./out/runoff.2022.FGRN055_BN_RACMO2.3p2_ERA5_3h_FGRN055.DD.nc.1km-bilin.nc | +| c5e011d91b9feb6b7a533b9f146486f8 | ./weights_FGRN055_to_EPSG3413_1km_bilinear.nc | +| 8f7bea66a91abcea8f2995a9d36b1132 | ./weights_FGRN055_to_EPSG3413_1km_neareststod.nc | **** ncdump @@ -6456,7 +6136,7 @@ plt.savefig('./fig/watson_adjusted_south.png', transparent=True, bbox_inches='ti * README :noexport: #+BEGIN_SRC org :tangle ./freshwater/README.txt :mkdirp ./freshwater :eval no -README for "Greenland liquid water runoff from 1950 through September 2021" +README for "Greenland liquid water runoff from 1950 through December 2022" Data DOI: doi:10.22008/promice/freshwater Source: https://github.com/GEUS-Glaciology-and-Climate/freshwater