From c14471161aa670a9ced7ce8748ce6a87b8b409d6 Mon Sep 17 00:00:00 2001 From: doug-newman-nasa Date: Fri, 29 Mar 2024 12:47:07 -0400 Subject: [PATCH] Re-run cassettes without headers --- tests/unit/fixtures/vcr_cassettes/ALL.yaml | 12991 +++++++++------- tests/unit/fixtures/vcr_cassettes/CYGNSS.yaml | 5812 ++++--- .../unit/fixtures/vcr_cassettes/MOD02QKM.yaml | 6068 ++++---- .../fixtures/vcr_cassettes/MOD02QKM_2000.yaml | 4048 ++--- tests/unit/fixtures/vcr_cassettes/PODAAC.yaml | 68 +- ..._GRIDS_L4_2SATS_5DAY_6THDEG_V_JPL2205.yaml | 94 +- .../fixtures/vcr_cassettes/TELLUS_GRAC.yaml | 368 +- tests/unit/test_results.py | 2 +- 8 files changed, 15554 insertions(+), 13897 deletions(-) diff --git a/tests/unit/fixtures/vcr_cassettes/ALL.yaml b/tests/unit/fixtures/vcr_cassettes/ALL.yaml index 1e94e2e7..ffe798a1 100644 --- a/tests/unit/fixtures/vcr_cassettes/ALL.yaml +++ b/tests/unit/fixtures/vcr_cassettes/ALL.yaml @@ -14,7 +14,7 @@ interactions: uri: https://cmr.earthdata.nasa.gov/search/collections.umm_json?has_granules=true&include_granule_counts=true&page_size=2000 response: body: - string: "{\"hits\":8976,\"took\":4143,\"items\":[{\"meta\":{\"revision-id\":46,\"deleted\":false,\"format\":\"application/echo10+xml\",\"provider-id\":\"ORNL_DAAC\",\"user-id\":\"lindsley\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"15 + string: "{\"hits\":8983,\"took\":5610,\"items\":[{\"meta\":{\"revision-id\":46,\"deleted\":false,\"format\":\"application/echo10+xml\",\"provider-id\":\"ORNL_DAAC\",\"has-combine\":false,\"user-id\":\"lindsley\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"15 Minute Stream Flow Data: USGS (FIFE)\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C179003030-ORNL_DAAC\",\"revision-date\":\"2023-03-13T17:31:50.971Z\",\"granule-count\":39,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"CollectionCitations\":[{\"OtherCitationDetails\":\"Wood, E.F. 1994. 15 Minute Stream Flow Data: USGS (FIFE). ORNL DAAC, Oak Ridge, Tennessee, USA. http://dx.doi.org/10.3334/ORNLDAAC/1\"}],\"SpatialExtent\":{\"SpatialCoverageType\":\"HORIZONTAL\",\"HorizontalSpatialDomain\":{\"Geometry\":{\"CoordinateSystem\":\"CARTESIAN\",\"Points\":[{\"Longitude\":-96.6,\"Latitude\":39.1}]}},\"GranuleSpatialRepresentation\":\"CARTESIAN\"},\"CollectionProgress\":\"COMPLETE\",\"ScienceKeywords\":[{\"Category\":\"EARTH @@ -47,7 +47,7 @@ interactions: Ridge\",\"StateProvince\":\"Tennessee\",\"Country\":\"USA\",\"PostalCode\":\"37831-6407\"}]}}],\"Platforms\":[{\"Type\":\"Permanent Land Sites\",\"ShortName\":\"SURFACE WATER WEIR\",\"LongName\":\"SURFACE WATER WEIR\",\"Instruments\":[{\"ShortName\":\"STILLING WELL\",\"LongName\":\"STILLING - WELL\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.17.3\",\"Name\":\"UMM-C\",\"Version\":\"1.17.3\"},\"ArchiveAndDistributionInformation\":{\"FileDistributionInformation\":[{\"FormatType\":\"Native\",\"Fees\":\"0\",\"Format\":\"Binary\"}]}}},{\"meta\":{\"revision-id\":41,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2000 + WELL\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.18.0\",\"Name\":\"UMM-C\",\"Version\":\"1.18.0\"},\"ArchiveAndDistributionInformation\":{\"FileDistributionInformation\":[{\"FormatType\":\"Native\",\"Fees\":\"0\",\"Format\":\"Binary\"}]}}},{\"meta\":{\"revision-id\":41,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"has-combine\":false,\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2000 Pilot Environmental Sustainability Index (ESI)\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C179001887-SEDAC\",\"revision-date\":\"2022-12-05T20:48:32.236Z\",\"granule-count\":2,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"DataLanguage\":\"English\",\"CollectionCitations\":[{\"Version\":\"2000.00\",\"Title\":\"2000 Pilot Environmental Sustainability Index (ESI)\",\"Creator\":\"World Economic Forum - WEF - Global Leaders for Tomorrow Environment Task Force, Yale Center @@ -173,7 +173,7 @@ interactions: 845-365-8920\"},{\"Type\":\"Fax\",\"Value\":\"+1 845-365-8922\"},{\"Type\":\"Email\",\"Value\":\"ciesin.info@ciesin.columbia.edu\"}],\"Addresses\":[{\"Country\":\"United States\",\"StreetAddresses\":[\"CIESIN, Columbia University, 61 Route 9W, P.O. 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Box 1000\"],\"City\":\"Palisades\",\"StateProvince\":\"New York\",\"PostalCode\":\"10964\"}],\"RelatedUrls\":[{\"Description\":\"Archiver - Home Page\",\"URLContentType\":\"DataCenterURL\",\"Type\":\"HOME PAGE\",\"URL\":\"https://sedac.ciesin.columbia.edu/\"}]}}],\"Platforms\":[{\"Type\":\"Models\",\"ShortName\":\"MODELS\",\"LongName\":\"MODELS\",\"Instruments\":[{\"ShortName\":\"Computer\",\"LongName\":\"Computer\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.17.3\",\"Name\":\"UMM-C\",\"Version\":\"1.17.3\"},\"ArchiveAndDistributionInformation\":{\"FileArchiveInformation\":[{\"Format\":\"PDF\"},{\"Format\":\"Excel\"}],\"FileDistributionInformation\":[{\"Format\":\"Excel\",\"Fees\":\"0\"},{\"Format\":\"Excel\",\"Fees\":\"0\"}]}}},{\"meta\":{\"revision-id\":39,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2002 + Home Page\",\"URLContentType\":\"DataCenterURL\",\"Type\":\"HOME PAGE\",\"URL\":\"https://sedac.ciesin.columbia.edu/\"}]}}],\"Platforms\":[{\"Type\":\"Models\",\"ShortName\":\"MODELS\",\"LongName\":\"MODELS\",\"Instruments\":[{\"ShortName\":\"Computer\",\"LongName\":\"Computer\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.18.0\",\"Name\":\"UMM-C\",\"Version\":\"1.18.0\"},\"ArchiveAndDistributionInformation\":{\"FileArchiveInformation\":[{\"Format\":\"PDF\"},{\"Format\":\"Excel\"}],\"FileDistributionInformation\":[{\"Format\":\"Excel\",\"Fees\":\"0\"},{\"Format\":\"Excel\",\"Fees\":\"0\"}]}}},{\"meta\":{\"revision-id\":39,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"has-combine\":false,\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2002 Environmental Sustainability Index (ESI)\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C179001967-SEDAC\",\"revision-date\":\"2022-12-08T21:01:28.665Z\",\"granule-count\":4,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"DataLanguage\":\"English\",\"CollectionCitations\":[{\"Version\":\"2002.00\",\"Title\":\"2002 Environmental Sustainability Index (ESI)\",\"Creator\":\"World Economic Forum - WEF - Global Leaders for Tomorrow Environment Task Force, Yale Center for @@ -581,7 +581,7 @@ interactions: 845-365-8920\"},{\"Type\":\"Fax\",\"Value\":\"+1 845-365-8922\"},{\"Type\":\"Email\",\"Value\":\"ciesin.info@ciesin.columbia.edu\"}],\"Addresses\":[{\"Country\":\"United States\",\"StreetAddresses\":[\"CIESIN, Columbia University, 61 Route 9W, P.O. Box 1000\"],\"City\":\"Palisades\",\"StateProvince\":\"New York\",\"PostalCode\":\"10964\"}],\"RelatedUrls\":[{\"Description\":\"Archiver - Home Page\",\"URLContentType\":\"DataCenterURL\",\"Type\":\"HOME PAGE\",\"URL\":\"https://sedac.ciesin.columbia.edu/\"}]}}],\"Platforms\":[{\"Type\":\"Models\",\"ShortName\":\"MODELS\",\"LongName\":\"MODELS\",\"Instruments\":[{\"ShortName\":\"Computer\",\"LongName\":\"Computer\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.17.3\",\"Name\":\"UMM-C\",\"Version\":\"1.17.3\"},\"ArchiveAndDistributionInformation\":{\"FileArchiveInformation\":[{\"Format\":\"Excel\"},{\"Format\":\"PDF\"},{\"Format\":\"PNG\"}],\"FileDistributionInformation\":[{\"Format\":\"ExcelF\",\"Fees\":\"0\"},{\"Format\":\"PDF\",\"Fees\":\"0\"},{\"Format\":\"PNG\",\"Fees\":\"0\"}]}}},{\"meta\":{\"revision-id\":2,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"OB_DAAC\",\"user-id\":\"amscott\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"Collection_SeaBASS-Turbid9\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C1633360689-OB_DAAC\",\"revision-date\":\"2023-04-11T20:13:59.036Z\",\"granule-count\":173,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"SpatialExtent\":{\"GranuleSpatialRepresentation\":\"CARTESIAN\",\"HorizontalSpatialDomain\":{\"Geometry\":{\"BoundingRectangles\":[{\"EastBoundingCoordinate\":180.0,\"NorthBoundingCoordinate\":90.0,\"SouthBoundingCoordinate\":-90.0,\"WestBoundingCoordinate\":-180.0}],\"CoordinateSystem\":\"CARTESIAN\"}},\"SpatialCoverageType\":\"HORIZONTAL\"},\"CollectionProgress\":\"ACTIVE\",\"ScienceKeywords\":[{\"Category\":\"EARTH + Home Page\",\"URLContentType\":\"DataCenterURL\",\"Type\":\"HOME PAGE\",\"URL\":\"https://sedac.ciesin.columbia.edu/\"}]}}],\"Platforms\":[{\"Type\":\"Models\",\"ShortName\":\"MODELS\",\"LongName\":\"MODELS\",\"Instruments\":[{\"ShortName\":\"Computer\",\"LongName\":\"Computer\"}]}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.18.0\",\"Name\":\"UMM-C\",\"Version\":\"1.18.0\"},\"ArchiveAndDistributionInformation\":{\"FileArchiveInformation\":[{\"Format\":\"Excel\"},{\"Format\":\"PDF\"},{\"Format\":\"PNG\"}],\"FileDistributionInformation\":[{\"Format\":\"ExcelF\",\"Fees\":\"0\"},{\"Format\":\"PDF\",\"Fees\":\"0\"},{\"Format\":\"PNG\",\"Fees\":\"0\"}]}}},{\"meta\":{\"revision-id\":2,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"OB_DAAC\",\"has-combine\":false,\"user-id\":\"amscott\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"Collection_SeaBASS-Turbid9\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C1633360689-OB_DAAC\",\"revision-date\":\"2023-04-11T20:13:59.036Z\",\"granule-count\":173,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"SpatialExtent\":{\"GranuleSpatialRepresentation\":\"CARTESIAN\",\"HorizontalSpatialDomain\":{\"Geometry\":{\"BoundingRectangles\":[{\"EastBoundingCoordinate\":180.0,\"NorthBoundingCoordinate\":90.0,\"SouthBoundingCoordinate\":-90.0,\"WestBoundingCoordinate\":-180.0}],\"CoordinateSystem\":\"CARTESIAN\"}},\"SpatialCoverageType\":\"HORIZONTAL\"},\"CollectionProgress\":\"ACTIVE\",\"ScienceKeywords\":[{\"Category\":\"EARTH SCIENCE\",\"Term\":\"OCEAN CHEMISTRY\",\"Topic\":\"OCEANS\"},{\"Category\":\"EARTH SCIENCE\",\"Term\":\"OCEAN OPTICS\",\"Topic\":\"OCEANS\"},{\"Category\":\"EARTH SCIENCE\",\"Term\":\"OCEAN TEMPERATURE\",\"Topic\":\"OCEANS\"},{\"Category\":\"EARTH @@ -599,7 +599,7 @@ interactions: Bio-optical Archive and Storage System, Global Change Data Center, Earth Sciences Division, Science and Exploration Directorate, Goddard Space Flight Center, NASA\",\"Roles\":[\"PROCESSOR\"],\"ShortName\":\"NASA/GSFC/SED/ESD/GCDC/SeaBASS\"}],\"Platforms\":[{\"ShortName\":\"Water-based - Platforms\"},{\"ShortName\":\"In Situ Ocean-based Platforms\"}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.17.3\",\"Name\":\"UMM-C\",\"Version\":\"1.17.3\"}}},{\"meta\":{\"revision-id\":32,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2005 + Platforms\"},{\"ShortName\":\"In Situ Ocean-based Platforms\"}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.18.0\",\"Name\":\"UMM-C\",\"Version\":\"1.18.0\"}}},{\"meta\":{\"revision-id\":32,\"deleted\":false,\"format\":\"application/vnd.nasa.cmr.umm+json\",\"provider-id\":\"SEDAC\",\"has-combine\":false,\"user-id\":\"mhansen\",\"has-formats\":false,\"has-spatial-subsetting\":false,\"native-id\":\"2005 Environmental Sustainability Index (ESI)\",\"has-transforms\":false,\"has-variables\":false,\"concept-id\":\"C179001889-SEDAC\",\"revision-date\":\"2022-12-08T17:40:34.389Z\",\"granule-count\":14,\"has-temporal-subsetting\":false,\"concept-type\":\"collection\"},\"umm\":{\"DataLanguage\":\"English\",\"CollectionCitations\":[{\"Version\":\"2005.00\",\"Title\":\"2005 Environmental Sustainability Index (ESI)\",\"Creator\":\"Yale Center for Environmental Law and Policy - YCELP - Yale University, Center for International Earth Science @@ -824,7 +824,7 @@ interactions: 845-365-8920\"},{\"Type\":\"Fax\",\"Value\":\"+1 845-365-8922\"},{\"Type\":\"Email\",\"Value\":\"ciesin.info@ciesin.columbia.edu\"}],\"Addresses\":[{\"Country\":\"United States\",\"StreetAddresses\":[\"CIESIN, Columbia University, 61 Route 9W, P.O. 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The data were generated + using the Arctic Boreal Burned Area (ABBA) version 2 algorithm with MODIS + collection 6 products. The algorithm is based on Normalized Burned Ratio differencing + (dNBR) and is designed specifically to capture late season fires. The annual + MODIS Vegetation Continuous Fields (VCF) 250-m Collection 5.1 (MOD44B) product + allowed for additional vegetation-dependent dNBR thresholds within the algorithm's + processing steps. The spatial domain is circumpolar regions above 50 degrees + north latitude. 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This effect + is also present for some prior acquisition periods. Please refer to the ASTER + SWIR User Advisory Document (https://lpdaac.usgs.gov/documents/1661/ASTER_SWIR_User_Advisory_Jan_12_2009.pdf) + for more details.\",\"RelatedUrls\":[{\"Description\":\"The LP DAAC product + page provides information on Science Data Set layers and links for user guides, + ATBDs, data access, tools, customer support, etc.\",\"URLContentType\":\"CollectionURL\",\"Type\":\"DATA + SET LANDING PAGE\",\"URL\":\"https://doi.org/10.5067/ASTER/AST_L1AE.003\"},{\"Description\":\"LP + DAAC Data Pool provides direct access to available products via HTTPS.\",\"URLContentType\":\"DistributionURL\",\"Type\":\"GET + DATA\",\"Subtype\":\"DATA TREE\",\"URL\":\"https://e4ftl01.cr.usgs.gov/ASTT/AST_L1AE.003/\"},{\"Description\":\"The + LP DAAC website provides detailed information on discovery, distribution, + access, and support of land data products.\",\"URLContentType\":\"CollectionURL\",\"Type\":\"PROJECT + HOME PAGE\",\"URL\":\"https://lpdaac.usgs.gov/\"},{\"Description\":\"Earthdata + Search allows users to search, discover, visualize, refine, and access NASA + Earth Observation data.\",\"URLContentType\":\"DistributionURL\",\"Type\":\"GET + DATA\",\"Subtype\":\"Earthdata Search\",\"URL\":\"https://search.earthdata.nasa.gov/search?q=C179460405-LPDAAC_ECS\"},{\"Description\":\"The + ASTER home page is maintained through NASA's Jet Propulsion Laboratory and + documents various aspects of the ASTER mission. http://asterweb.jpl.nasa.gov/ + \",\"URLContentType\":\"CollectionURL\",\"Type\":\"PROJECT HOME PAGE\",\"URL\":\"https://asterweb.jpl.nasa.gov/data_products.asp\"},{\"Description\":\"The + ATBD provides physical theory and mathematical procedures for the calculations + used to produce the data products.\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)\",\"URL\":\"https://lpdaac.usgs.gov/documents/70/AST_L1_ATBD.pdf\"},{\"Description\":\"ASTER + Higher-Level Product User Guide\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"USER'S GUIDE\",\"URL\":\"https://asterweb.jpl.nasa.gov/content/03_data/04_Documents/ASTERHigherLevelUserGuideVer2May01.pdf\"},{\"Description\":\"The + ASTER Level-1T Product Specification provides a description of the data file.\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"URL\":\"https://lpdaac.usgs.gov/documents/175/ASTER_L1_Product_Specifications.pdf\"}],\"ContactGroups\":[{\"Roles\":[\"Investigator\"],\"GroupName\":\"U.S./Japan + ASTER Science Team\",\"NonDataCenterAffiliation\":\"U.S./Japan ASTER Science + Team\",\"ContactInformation\":{\"ContactInstruction\":\"Please contact Michael + Abrams.\",\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"mjabrams@jpl.nasa.gov\"}]}}],\"DataDates\":[{\"Type\":\"CREATE\",\"Date\":\"2002-03-14T12:49:27.640Z\"},{\"Type\":\"UPDATE\",\"Date\":\"2015-09-14T09:50:23.026Z\"}],\"Abstract\":\"The + Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Expedited + Level 1A Reconstructed Unprocessed Instrument Data (AST_L1AE) global product + contains reconstructed, unprocessed instrument digital data derived from the + acquired telemetry streams of the telescopes: Visible and Near Infrared (VNIR), + Shortwave Infrared (SWIR), and Thermal Infrared (TIR). This data product is + similar to the (AST_L1A) (http://doi.org/10.5067/ASTER/AST_L1A.003) with a + few notable exceptions. These include:\\r\\n* The AST_L1AE is available for + download within 48 hours of acquisition in support of field calibration and + validation efforts, in addition to emergency response for natural disasters + where the quick turn-around time from acquisition to availability would prove + beneficial in initial damage or impact assessments.\\r\\n* The registration + quality of the AST_L1AE is likely to be lower than the AST_L1A, and may vary + from scene to scene.\\r\\n* The AST_L1AE data product does not contain the + VNIR 3B (aft-viewing) Band.\\r\\n* This dataset does not have short-term calibration + for the Thermal Infrared (TIR) sensor.\\r\\n* The AST_L1AE data product is + only available for download 30 days after acquisition. 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This effect + is also present for some prior acquisition periods. Please refer to the ASTER + SWIR User Advisory Document (https://lpdaac.usgs.gov/documents/1661/ASTER_SWIR_User_Advisory_Jan_12_2009.pdf) + for more details.\",\"RelatedUrls\":[{\"Description\":\"The LP DAAC product + page provides information on Science Data Set layers and links for user guides, + ATBDs, data access, tools, customer support, etc.\",\"URLContentType\":\"CollectionURL\",\"Type\":\"DATA + SET LANDING PAGE\",\"URL\":\"https://doi.org/10.5067/ASTER/AST_L1BE.003\"},{\"Description\":\"LP + DAAC Data Pool provides direct access to available products via HTTPS.\",\"URLContentType\":\"DistributionURL\",\"Type\":\"GET + DATA\",\"Subtype\":\"DATA TREE\",\"URL\":\"https://e4ftl01.cr.usgs.gov/ASTT/AST_L1BE.003/\"},{\"Description\":\"The + LP DAAC website provides detailed information on discovery, distribution, + access, and support of land data products.\",\"URLContentType\":\"CollectionURL\",\"Type\":\"PROJECT + HOME PAGE\",\"URL\":\"https://lpdaac.usgs.gov/\"},{\"Description\":\"The ASTER + home page is maintained through NASA's Jet Propulsion Laboratory and documents + various aspects of the ASTER mission. \",\"URLContentType\":\"CollectionURL\",\"Type\":\"PROJECT + HOME PAGE\",\"URL\":\"https://asterweb.jpl.nasa.gov/\"},{\"Description\":\"Earthdata + Search allows users to search, discover, visualize, refine, and access NASA + Earth Observation data.\",\"URLContentType\":\"DistributionURL\",\"Type\":\"GET + DATA\",\"Subtype\":\"Earthdata Search\",\"URL\":\"https://search.earthdata.nasa.gov/search?q=C179460406-LPDAAC_ECS\"},{\"Description\":\"The + ATBD provides physical theory and mathematical procedures for the calculations + used to produce the data products.\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"ALGORITHM THEORETICAL BASIS DOCUMENT (ATBD)\",\"URL\":\"https://lpdaac.usgs.gov/documents/70/AST_L1_ATBD.pdf\"},{\"Description\":\"ASTER + Level-1 User Guide\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"USER'S GUIDE\",\"URL\":\"https://lpdaac.usgs.gov/documents/69/AST_L1_User_Guide_V3.pdf\"},{\"Description\":\"ASTER + Higher-Level Product User Guide\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"USER'S GUIDE\",\"URL\":\"https://asterweb.jpl.nasa.gov/content/03_data/04_Documents/ASTERHigherLevelUserGuideVer2May01.pdf\"},{\"Description\":\"The + ASTER Level-1T Product Specification provides a description of the data file.\",\"URLContentType\":\"PublicationURL\",\"Type\":\"VIEW + RELATED INFORMATION\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"URL\":\"https://lpdaac.usgs.gov/documents/175/ASTER_L1_Product_Specifications.pdf\"}],\"ContactGroups\":[{\"Roles\":[\"Investigator\"],\"GroupName\":\"U.S./Japan + ASTER Science Team\",\"NonDataCenterAffiliation\":\"U.S./Japan ASTER Science + Team\",\"ContactInformation\":{\"ContactInstruction\":\"Please contact Michael + Abrams.\",\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"mjabrams@jpl.nasa.gov\"}]}}],\"DataDates\":[{\"Type\":\"CREATE\",\"Date\":\"2002-03-14T12:52:34.230Z\"},{\"Type\":\"UPDATE\",\"Date\":\"2015-09-14T09:50:24.744Z\"}],\"Abstract\":\"The + Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) Expedited + Level 1B Registered Radiance at the Sensor global data product is radiometrically + calibrated and geometrically co-registered. Application of intra-telescope + and inter-telescope registration corrections for all bands are relative to + the reference band for each telescope: Visible and Near Infrared (VNIR) Band + 2, Shortwave Infrared (SWIR) Band 6, and Thermal Infrared (TIR) Band 11. The + Expedited Level 1B data product is similar to the (AST_L1B) (https://doi.org/10.5067/ASTER/AST_L1B.003) + with a few notable exceptions. These include:\\r\\n* The AST_L1BE is available + for download within 48 hours of acquisition in support of field calibration + and validation efforts, in addition to emergency response for natural disasters + where the quick turn-around time from acquisition to availability would prove + beneficial in initial damage or impact assessments.\\r\\n* The registration + quality of the AST_L1BE is likely to be lower than the AST_L1B, and may vary + from scene to scene.\\r\\n* The AST_L1BE dataset does not contain the VNIR + 3B (aft-viewing) Band.\\r\\n* This dataset does not have short-term calibration + for the Thermal Infrared (TIR) sensor.\",\"LocationKeywords\":[{\"Category\":\"GEOGRAPHIC + REGION\",\"Type\":\"GLOBAL\"}],\"MetadataDates\":[{\"Type\":\"CREATE\",\"Date\":\"2017-04-27T20:38:00.000Z\"},{\"Type\":\"UPDATE\",\"Date\":\"2024-02-29T17:24:00.000Z\"}],\"MetadataAssociations\":[{\"Type\":\"INPUT\",\"EntryId\":\"AST_L1A\",\"Description\":\"Raw + sensor counts to be converted to radiometric values\"}],\"VersionDescription\":\"Added + Associated DLL name attribute.\",\"Version\":\"003\",\"Projects\":[{\"Campaigns\":[\"Terra\"],\"LongName\":\"Earth + Observing System (EOS), Terra\",\"ShortName\":\"Terra\"}],\"UseConstraints\":{\"LicenseURL\":{\"Name\":\"Data + Use Policy\",\"Linkage\":\"https://earthdata.nasa.gov/earth-observation-data/data-use-policy\",\"Description\":\"License + URL for data use policy\",\"MimeType\":\"text/html\"}},\"CollectionDataType\":\"EXPEDITED\",\"DataCenters\":[{\"Roles\":[\"PROCESSOR\"],\"ShortName\":\"LP + DAAC\",\"LongName\":\"Land Processes Distributed Active Archive Center\",\"ContactInformation\":{\"ServiceHours\":\"M-F, + 8 a.m. to 4 p.m. Central Time\",\"ContactInstruction\":\"LP DAAC User Services + is the point of contact for answering questions concerning data products, + data access, and online applications.\",\"ContactMechanisms\":[{\"Type\":\"Telephone\",\"Value\":\"605-594-6116\"},{\"Type\":\"U.S. + toll free\",\"Value\":\"866-573-3222\"},{\"Type\":\"Email\",\"Value\":\"lpdaac@usgs.gov\"}],\"Addresses\":[{\"Country\":\"United + States\",\"StreetAddresses\":[\"U.S. Geological Survey, Earth Resources Observation + and Science (EROS) Center\"],\"City\":\"Sioux Falls\",\"StateProvince\":\"South + Dakota\",\"PostalCode\":\"57198\"}],\"RelatedUrls\":[{\"Description\":\"The + LP DAAC website provides detailed information on discovery, distribution, + access, and support of land data products.\",\"URLContentType\":\"DataCenterURL\",\"Type\":\"HOME + PAGE\",\"URL\":\"https://lpdaac.usgs.gov/\"}]},\"ContactGroups\":[{\"Roles\":[\"User + Services\"],\"GroupName\":\"User Services\",\"ContactInformation\":{\"ServiceHours\":\"M-F, + 8 a.m. to 4 p.m. Central Time\",\"ContactInstruction\":\"LP DAAC User Services + is the point of contact for answering questions concerning data products, + data access, and online applications.\",\"ContactMechanisms\":[{\"Type\":\"Telephone\",\"Value\":\"605-594-6116\"},{\"Type\":\"U.S. + toll free\",\"Value\":\"866-573-3222\"},{\"Type\":\"Email\",\"Value\":\"lpdaac@usgs.gov\"}],\"Addresses\":[{\"Country\":\"United + States\",\"StreetAddresses\":[\"U.S. Geological Survey, Earth Resources Observation + and Science (EROS) Center\"],\"City\":\"Sioux Falls\",\"PostalCode\":\"57198\"}],\"RelatedUrls\":[{\"Description\":\"The + LP DAAC website provides detailed information on discovery, distribution, + access, and support of land data products.\",\"URLContentType\":\"DataContactURL\",\"Type\":\"HOME + PAGE\",\"URL\":\"https://lpdaac.usgs.gov/\"}]}}]}],\"Platforms\":[{\"Instruments\":[{\"ComposedOf\":[{\"LongName\":\"Short + Wavelength Infrared Radiometer\",\"ShortName\":\"SWIR\",\"Technique\":\"Imaging + Radiometers\"},{\"LongName\":\"Thermal Infrared Radiometer\",\"ShortName\":\"TIR\",\"Technique\":\"Imaging + Radiometers\"},{\"LongName\":\"Visible and Near Infrared Radiometer\",\"ShortName\":\"VNIR\",\"Technique\":\"Imaging + Radiometers\"}],\"LongName\":\"Advanced Spaceborne Thermal Emission and Reflection + Radiometer\",\"ShortName\":\"ASTER\",\"Technique\":\"Imaging Spectrometers/Radiometers\"}],\"LongName\":\"Earth + Observing System, Terra (AM-1)\",\"ShortName\":\"Terra\",\"Type\":\"Earth + Observation Satellites\"}],\"MetadataSpecification\":{\"URL\":\"https://cdn.earthdata.nasa.gov/umm/collection/v1.18.0\",\"Name\":\"UMM-C\",\"Version\":\"1.18.0\"},\"ArchiveAndDistributionInformation\":{\"FileArchiveInformation\":[{\"Format\":\"HDF-EOS2\",\"FormatType\":\"Native\",\"FormatDescription\":\"Hierarchical + Data Format - 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Part II: Validation\",\"Subtype\":\"PUBLICATIONS\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/JTECHA_2590.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES/Terra + Regional Mean TOA Flux Uncertainties\",\"Subtype\":\"ANOMALIES\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/region_mean_attach_C.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + Science Data Set (SDS) Information Tool Overview\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_sds_info.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + Scientific Data Set (SDS) Information Utility Readme\",\"Subtype\":\"READ-ME\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_sds_info_readme.txt\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Hierarchical + Data Format (HDF) Overview\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"View + HDF Version 5 Readme\",\"Subtype\":\"READ-ME\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/README.txt\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Directions + on downloading and installing the HDF libraries\",\"Subtype\":\"HOW-TO\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/ftp_instruct.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + data manipulation software (applications to open a Hierarchical Data Format + (HDF) file and display a browse image and/or data file information)\",\"Subtype\":\"GENERAL + DOCUMENTATION\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_data_manipulation.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Data Management System View HDF User's Guide - Version 5.0, November 2007\",\"Subtype\":\"USER'S + GUIDE\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/view_hdf_UG5.0.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"View + HDF: A Visualization and Analysis Tool for HDF Files (overview of and resources + for using view_hdf)\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/view_hdf.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Data Page\",\"Subtype\":\"SUBSETTER\",\"Type\":\"GOTO WEB TOOL\",\"URL\":\"https://ceres.larc.nasa.gov/data/#crs1deg-level-3\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"CERES + Ordering Tool\",\"Subtype\":\"CERES Ordering Tool\",\"Type\":\"GET DATA\",\"URL\":\"https://ceres-tool.larc.nasa.gov/ord-tool/jsp/CRS1degHourEd41Selection.jsp\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"Mission + Logo\",\"Subtype\":\"WORLDVIEW\",\"Type\":\"GET RELATED VISUALIZATION\",\"URL\":\"https://asdc.larc.nasa.gov/static/images/project_logos/ceres.png\",\"URLContentType\":\"VisualizationURL\"},{\"Description\":\"ASDC + Direct Data Download for CER_CRS1deg-Hour_Aqua-MODIS_Edition4A\",\"Subtype\":\"DIRECT + DOWNLOAD\",\"Type\":\"GET DATA\",\"URL\":\"https://asdc.larc.nasa.gov/data/CERES/CRS/Aqua-MODIS_Edition4A/\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"OPeNDAP + data access for CER_CRS1deg-Hour_Aqua-MODIS_Edition4A\",\"Subtype\":\"OPENDAP + DATA\",\"Type\":\"USE SERVICE API\",\"URL\":\"https://opendap.larc.nasa.gov/opendap/CERES/CRS/Aqua-MODIS_Edition4A/contents.html\",\"URLContentType\":\"DistributionURL\"}],\"DataDates\":[{\"Date\":\"2024-01-09T00:00:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2024-01-09T00:00:00.000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"CER_CRS1deg-Hour_Aqua-MODIS_Edition4A + is the Aqua Clouds and the Earth's Radiant Energy System (CERES) Level 3 computed + flux Edition4A data product. The Cloud and Radiative Swath One Degree (CRS1deg) + Hour provides data hourly on a 1-degree latitude and longitude global grid + from the Aqua CERES Flight Model 3 (FM3) or FM4 CER_CRS_Aqua-FM3-MODIS_Edition4A + instantaneous footprint data. The data provides instantaneous averages of + computed top of atmosphere (ToA) (0.01-hPa), within the atmosphere (850-, + 500-, 200-, and 70-hPa), and surface fluxes (Wm-2). Four assumptions are used + in the Fu-Liou radiative transfer model (RTM): Total-sky, clear-sky (no clouds, + but aerosol), pristine (no clouds or aerosols), and total-sky, no aerosol + as described in Scott 2022. Variables from these footprints are then assigned + to a grid box and linearly averaged.\\r\\n\\r\\nThe data has been processed + from January 1, 2018, to December 31, 2022, and is available in daily netCDF4 + files. This single satellite product uses the primary CERES instrument in + cross-track mode. The CERES instruments provide radiometric measurements of + the Earth's atmosphere from three broadband channels: total, shortwave, and + window. Longwave fluxes are obtained by subtracting shortwave from the total.\\r\\n + \\r\\nA few variables from the SSF have been included in this product, such + as observed CERES shortwave and longwave ToA fluxes and cloud fraction. MODIS + measurements are not directly used in this dataset. The MODIS data is used + during SSF processing to obtain cloud properties. These cloud properties are + then used to compute the CRS fluxes.\\r\\nStill, this product should be used + in conjunction with the CER_SSF1deg-Hour_Aqua-MODIS_Edition4A product, which + has additional cloud and aerosol properties. The CER_SYN1deg-1Hour_Terra-Aqua-MODIS_Edition4A + is another related product that averages the cloud properties to the one-degree + grid before performing the Fu-Liou RTM calculations. The SYN1deg-1Hour product + also brings in cloud properties derived from geostationary imagers between + 60 N and 60 S to provide information to provide a complete diurnal cycle.\\r\\n\",\"Purpose\":\"This + product is suitable for process studies where data at the one-degree scale + is sufficient while maintaining the measurements' instantaneous nature, which + includes looking at in-atmosphere or surface fluxes at periodic times. Since + calculations for both clear and total-sky fluxes are available, cloud or aerosol + radiative effect can also be obtained.\",\"LocationKeywords\":[{\"Category\":\"GEOGRAPHIC + REGION\",\"Type\":\"GLOBAL\"},{\"Category\":\"VERTICAL LOCATION\",\"Type\":\"STRATOSPHERE\"},{\"Category\":\"VERTICAL + LOCATION\",\"Type\":\"TROPOSPHERE\"}],\"MetadataDates\":[{\"Date\":\"2024-01-09T15:48:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2024-03-18T14:32:00.000Z\",\"Type\":\"UPDATE\"}],\"VersionDescription\":\"CER_CRS1deg-Hour + Edition4A grids instantaneous Cloud and Radiation Swath (CRS) data to a 1 + degree latitude and longitude grid. It provides computed ToA, within the atmosphere + and surface fluxes. \",\"Version\":\"Edition4A\",\"Projects\":[{\"LongName\":\"Clouds + and the Earth's Radiant Energy System\",\"ShortName\":\"CERES\"}],\"UseConstraints\":{\"Description\":\"For + more information, please see the ESDIS Data Use Policy: https://earthdata.nasa.gov/earth-observation-data/data-use-policy\"},\"ContactPersons\":[{\"ContactInformation\":{\"Addresses\":[{\"City\":\"Hampton\",\"Country\":\"United + States\",\"PostalCode\":\"23681-2199\",\"StreetAddresses\":[\"Mail Stop 420\",\"Atmospheric + Sciences Research, Building 1250\",\"21 Langley Boulevard\"]}],\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"david.r.doelling@nasa.gov\"}]},\"FirstName\":\"DAVID\",\"LastName\":\"DOELLING\",\"MiddleName\":\"R.\",\"Roles\":[\"Technical + Contact\"]},{\"ContactInformation\":{\"Addresses\":[{\"City\":\"Hampton\",\"Country\":\"United + States\",\"PostalCode\":\"23681-2199\",\"StateProvince\":\"Virginia\"}],\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"ceres-help@lists.nasa.gov\"}]},\"FirstName\":\"NORMAN\",\"LastName\":\"LOEB\",\"MiddleName\":\"G.\",\"Roles\":[\"Investigator\"]}],\"CollectionDataType\":\"SCIENCE_QUALITY\",\"DataCenters\":[{\"ContactGroups\":[{\"ContactInformation\":{\"Addresses\":[{\"City\":\"Hampton\",\"Country\":\"United + States\",\"PostalCode\":\"23681-2199\",\"StateProvince\":\"Virginia\",\"StreetAddresses\":[\"NASA + Langley Atmospheric Science Data Center\",\"User and Data Services\",\"NASA + Langley Research Center\"]}],\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"support-asdc@earthdata.nasa.gov\"}]},\"GroupName\":\"ASDC + Home Page\",\"Roles\":[\"Data Center Contact\"]}],\"ContactInformation\":{\"RelatedUrls\":[{\"Type\":\"HOME + PAGE\",\"URL\":\"https://asdc.larc.nasa.gov/\",\"URLContentType\":\"DataCenterURL\"}]},\"LongName\":\"Atmospheric + Science Data Center, Science 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POLICY\",\"Type\":\"VIEW RELATED + INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/citing-data\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Quality + Summary: CERES_CRS1deg-Hour_Ed4A (1/31/2024)\",\"Subtype\":\"DATA QUALITY\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://ceres.larc.nasa.gov/documents/DQ_summaries/CERES_CRS1deg_Ed4A_DQS.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"ASDC + Data and Information for CERES\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/project/CERES\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Data Products Catalog\",\"Subtype\":\"PRODUCTION HISTORY\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/ceres_data_products_catalogs.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Processing Level Details\",\"Subtype\":\"PROCESSING 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One-Degree\",\"Subtype\":\"PRODUCTION + HISTORY\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/DPC_CRS1deg_R4V1.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Sample + read software for CERES SSF Data Products\",\"Subtype\":\"READ-ME\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/readme_cer_ssf_SampleRead_R3-358.txt\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Discussion + of the Coastal Water Percentage Issue\",\"Subtype\":\"ANOMALIES\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/coastal_water.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Angular + Distribution Models for Top-of-Atmosphere Radiative Flux Estimation from the + Clouds and the Earth\u2019s Radiant Energy System Instrument on the Terra + Satellite. Part II: Validation\",\"Subtype\":\"PUBLICATIONS\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/JTECHA_2590.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES/Terra + Regional Mean TOA Flux Uncertainties\",\"Subtype\":\"ANOMALIES\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/region_mean_attach_C.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + Science Data Set (SDS) Information Tool Overview\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_sds_info.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + Scientific Data Set (SDS) Information Utility Readme\",\"Subtype\":\"READ-ME\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_sds_info_readme.txt\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Hierarchical + Data Format (HDF) Overview\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"View + HDF Version 5 Readme\",\"Subtype\":\"READ-ME\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/README.txt\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Directions + on downloading and installing the HDF libraries\",\"Subtype\":\"HOW-TO\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/ftp_instruct.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"HDF + data manipulation software (applications to open a Hierarchical Data Format + (HDF) file and display a browse image and/or data file information)\",\"Subtype\":\"GENERAL + DOCUMENTATION\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/hdf_data_manipulation.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Data Management System View HDF User's Guide - Version 5.0, November 2007\",\"Subtype\":\"USER'S + GUIDE\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/view_hdf_UG5.0.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"View + HDF: A Visualization and Analysis Tool for HDF Files (overview of and resources + for using view_hdf)\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/ceres/readme/view_hdf.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"CERES + Data Page\",\"Subtype\":\"SUBSETTER\",\"Type\":\"GOTO WEB TOOL\",\"URL\":\"https://ceres.larc.nasa.gov/data/#crs1deg-level-3\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"CERES + Ordering Tool\",\"Subtype\":\"CERES Ordering Tool\",\"Type\":\"GET DATA\",\"URL\":\"https://ceres-tool.larc.nasa.gov/ord-tool/jsp/CRS1degHourEd41Selection.jsp\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"Mission + Logo\",\"Subtype\":\"WORLDVIEW\",\"Type\":\"GET RELATED VISUALIZATION\",\"URL\":\"https://asdc.larc.nasa.gov/static/images/project_logos/ceres.png\",\"URLContentType\":\"VisualizationURL\"},{\"Description\":\"ASDC + Direct Data Download for CER_CRS1deg-Hour_Terra-MODIS_Edition4A\",\"Subtype\":\"DIRECT + DOWNLOAD\",\"Type\":\"GET DATA\",\"URL\":\"https://asdc.larc.nasa.gov/data/CERES/CRS/Terra-MODIS_Edition4A/\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"OPeNDAP + data access for CER_CRS1deg-Hour_Terra-MODIS_Edition4A\",\"Subtype\":\"OPENDAP + DATA\",\"Type\":\"USE SERVICE API\",\"URL\":\"https://opendap.larc.nasa.gov/opendap/CERES/CRS/Terra-MODIS_Edition4A/contents.html\",\"URLContentType\":\"DistributionURL\"}],\"DataDates\":[{\"Date\":\"2024-01-08T00:00:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2024-01-08T00:00:00.000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"CER_CRS1deg-Hour_Terra-MODIS_Edition4A + is the Terra Clouds and the Earth's Radiant Energy System (CERES) Level 3 + computed flux Edition4A data product. The Cloud and Radiative Swath One Degree + (CRS1deg) Hour provides data hourly on a 1-degree latitude and longitude global + grid from the Terra CERES Flight Model 1 (FM1) or FM2 CER_CRS_Terra-FM1-MODIS_Edition4A + instantaneous footprint data. The data provides instantaneous averages of + computed top of atmosphere (ToA) (0.01-hPa), within the atmosphere (850-, + 500-, 200-, and 70-hPa), and surface fluxes (Wm-2). Four assumptions are used + in the Fu-Liou radiative transfer model (RTM): Total-sky, clear-sky (no clouds, + but aerosol), pristine (no clouds or aerosols), and total-sky, no aerosol + as described in Scott 2022. Variables from these footprints are then assigned + to a grid box and linearly averaged.\\r\\n\\r\\nThe data has been processed + from January 1, 2018, to December 31, 2022, and is available in daily netCDF4 + files. This single satellite product uses the primary CERES instrument in + cross-track mode. The CERES instruments provide radiometric measurements of + the Earth's atmosphere from three broadband channels: total, shortwave, and + window. Longwave fluxes are obtained by subtracting shortwave from the total.\\r\\n + \\r\\nA few variables from the SSF have been included in this product, such + as observed CERES shortwave and longwave ToA fluxes and cloud fraction. MODIS + measurements are not directly used in this dataset. The MODIS data is used + during SSF processing to obtain cloud properties. These cloud properties are + then used to compute the CRS fluxes.\\r\\nStill, this product should be used + in conjunction with the CER_SSF1deg-Hour_Terra-MODIS_Edition4A product, which + has additional cloud and aerosol properties. The CER_SYN1deg-1Hour_Terra-Aqua-MODIS_Edition4A + is another related product that averages the cloud properties to the one-degree + grid before performing the Fu-Liou RTM calculations. The SYN1deg-1Hour product + also brings in cloud properties derived from geostationary imagers between + 60 N and 60 S to provide information to provide a complete diurnal cycle.\\r\\n\",\"Purpose\":\"This + product is suitable for process studies where data at the one-degree scale + is sufficient while maintaining the measurements' instantaneous nature, which + includes looking at in-atmosphere or surface fluxes at periodic times. 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Particle Phase\",\"Ice Particle Raidus\",\"Ice Water Path\",\"Liquid Water Path\",\"Longwave (LW) Flux\",\"Shortwave (SW) Flux\",\"Surface (Radiative) @@ -135372,7 +135342,7 @@ interactions: Detector\"}],\"LongName\":\"Clouds and the Earth's Radiant Energy System - Flight Model 2\",\"NumberOfInstruments\":3,\"ShortName\":\"CERES-FM2\"}],\"LongName\":\"Earth Observing System, TERRA (AM-1)\",\"ShortName\":\"Terra\",\"Type\":\"Earth - Observation 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Detection targets vary with cyanobacteria strains as + well as physical, chemical, and biological factors. Ground monitoring also + lacks consistency as sampling methods, frequency, and analytical techniques + vary from region to region. However, remote sensing allows systematic data + collection over a large area to identify regions with potential harmful algal + growth. We introduce the Cyanobacteria Aggregated Manual Labels (CAML), a + large dataset of in-situ cyanobacteria measurements for investigations of + cyanobacteria detection and severity classification in inland water bodies + across the United States. Relevant satellite imagery from publicly available + endpoints are applicable to use when applying the CAML dataset to models. + The dataset labels ground measurements of cyanobacteria cell counts at 23,570 + points in U.S. inland water bodies over 2013 2021. Algorithms trained on + this data could be used to estimate cyanobacteria cell counts in water bodies + for timely water quality and public health interventions and to gain an understanding + of environmental and anthropogenic factors associated with cyanobacteria incidence + and proliferation. Data is provided in a comma-separated values (CSV) format.\",\"Version\":\"0\",\"DataCenters\":[{\"ContactInformation\":{\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"data@oceancolor.gsfc.nasa.gov\"},{\"Type\":\"Fax\",\"Value\":\"301-286-0268\"}],\"RelatedUrls\":[{\"Description\":\"NASA's + OceanColor Web\",\"Type\":\"HOME PAGE\",\"URL\":\"https://oceancolor.gsfc.nasa.gov\",\"URLContentType\":\"DataCenterURL\"}]},\"LongName\":\"Ocean + Biology Distributed Active Archive Center (OB.DAAC), Global Change Data Center, + Earth Sciences Division, Science and Exploration Directorate, Goddard Space + Flight Center, NASA\",\"Roles\":[\"ARCHIVER\",\"DISTRIBUTOR\"],\"ShortName\":\"NASA/GSFC/SED/ESD/GCDC/OB.DAAC\"},{\"ContactInformation\":{\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"seabass@seabass.gsfc.nasa.gov\"},{\"Type\":\"Direct + Line\",\"Value\":\"301-286-4759\"}],\"RelatedUrls\":[{\"Description\":\"SeaBASS + Home Page\",\"Type\":\"HOME 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SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Cirrus.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + I-Extended-Time-Observation Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Extended-Time-Observation.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + II-ASTEX Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_II-ASTEX.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + II-Cirrus Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_II-Cirrus.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + III Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_III.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"ASDC + Direct Data Download for FIRE_CI1_SRB_CANADA_1\",\"Subtype\":\"DIRECT DOWNLOAD\",\"Type\":\"GET + DATA\",\"URL\":\"https://asdc.larc.nasa.gov/data/FIRE/FIRE_CI1_SRB_CANADA/\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"OPeNDAP + data access for FIRE_CI1_SRB_CANADA_1\",\"Subtype\":\"OPENDAP DATA\",\"Type\":\"USE + SERVICE API\",\"URL\":\"https://opendap.larc.nasa.gov/opendap/FIRE/FIRE_CI1_SRB_CANADA/contents.html\",\"URLContentType\":\"DistributionURL\"}],\"DataDates\":[{\"Date\":\"1999-10-15T00:00:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2018-07-11T00:00:00.000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"The + First ISCCP Regional Experiments have been designed to improve data products + and cloud/radiation parameterizations used in general circulation models (GCMs). + Specifically, the goals of FIRE are (1) to improve basic understanding of + the interaction of physical processes in determining life cycles of cirrus + and marine stratocumulus systems and the radiative properties of these clouds + during their life cycles and (2) to investigate the interrelationships between + the ISCCP data, GCM parameterizations, and higher space and time resolution + cloud data.To-date, four intensive field-observation periods were planned + and executed: a cirrus IFO (October 13-November 2, 1986); a marine stratocumulus + IFO off the southwestern coast of California (June 29-July 20, 1987); a second + cirrus IFO in southeastern Kansas (November 13-December 7, 1991); and a second + marine stratocumulus IFO in the eastern North Atlantic Ocean (June 1-June + 28, 1992). Each mission combined coordinated satellite, airborne, and surface + observations with modeling studies to investigate the cloud properties and + physical processes of the cloud systems. Results from ISCCP analysis of B3 + radiance data (sampled to 25 km). Unlike the standard ISCCP product, these + data are reported at original pixel resolution and contain detailed information + about the algorithm decision. Data covers the region from: 40 degrees North + to 90 degrees North (+40 to +90), 70 degrees West to 110 degrees West (-70 + to -110). (Polar projection covers 55S - 90S or 55N - 90N, maximum; Midlatitude + maps cover 55S to 55N, maximum.)Spatially sampled imaging data. Nominal spatial + resolution is 25 km. Pixel field of view is 4 km (NOAA data). 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Unlike the standard + ISCCP product, these data are reported at original pixel resolution and contain + detailed information about the algorithm decision.Data covers the region from: + 55 degrees South to 90 degrees South (-55 to -90), 180 degrees West to 180 + degrees East (-180 to +180). (Polar projection covers 55S - 90S or 55N - 90N, + maximum; Midlatitude maps cover 55S to 55N, maximum.)Spatially sampled imaging + data. Nominal spatial resolution is 25 km. Pixel field of view is 4 km (NOAA + data). 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The data set consists of measurement\\\\ + s taken every minute for 17 ground stations during the daylight hours. The + data include values from October 12 through November 2, 1986.The number, location, + latitude, and longitude of the FIRE/SRB WISCONSIN sites are: NUMBER LOCATION + LATITUDE(DEG N) LONGITUDE(DEG W) 1 FT. MCCOY 43.96 90.76 2 STEVENS POINT 44.55 + 89.53 3 BARABOO 43.52 89.77 4 ADAMS COUNTY 43.97 89.80 5 WAUTOMA 44.04 89.30 + 6 WAUSAU 44.92 89.62 7 ARLINGTON 43.33 89.37 8 PORTAGE 43.56 89.48 9 REEDSBURG + 43.53 89.97 10 PLAIN 43.28 90.04 11 TRI-COUNTY 43.21 90.19 12 DODGEVILLE 42.99 + 90.15 13 MT. HOREB 43.00 89.74 14 ARENA 43.16 89.91 15 SAUK CITY 43.30 89.74 + 16 MIDDLETON 43.11 89.53 17 MADISON 43.13 89.32\",\"LocationKeywords\":[{\"Category\":\"CONTINENT\",\"Type\":\"NORTH + AMERICA\"},{\"Category\":\"GEOGRAPHIC REGION\",\"Type\":\"MID-LATITUDE\"},{\"Category\":\"CONTINENT\",\"Subregion1\":\"UNITED + STATES OF AMERICA\",\"Subregion2\":\"WISCONSIN\",\"Type\":\"NORTH AMERICA\"}],\"MetadataDates\":[{\"Date\":\"1999-10-18T00:00:00.000000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2018-07-11T00:00:00.000000Z\",\"Type\":\"UPDATE\"}],\"Version\":\"1\",\"Projects\":[{\"LongName\":\"First ISCCP Regional Experiment\",\"ShortName\":\"FIRE\"}],\"UseConstraints\":{\"Description\":\"For more information, please see the ESDIS Data Use Policy: https://earthdata.nasa.gov/earth-observation-data/data-use-policy\"},\"ContactPersons\":[{\"ContactInformation\":{\"Addresses\":[{\"City\":\"Hampton\",\"Country\":\"United States\",\"PostalCode\":\"23681-0001\",\"StateProvince\":\"VA\",\"StreetAddresses\":[\"NASA @@ -198402,8 +198732,8 @@ interactions: Langley Research Center\"]}],\"ContactMechanisms\":[{\"Type\":\"Email\",\"Value\":\"support-asdc@earthdata.nasa.gov\"}]},\"GroupName\":\"ASDC Home Page\",\"Roles\":[\"Data Center Contact\"]}],\"ContactInformation\":{\"RelatedUrls\":[{\"Type\":\"HOME PAGE\",\"URL\":\"https://asdc.larc.nasa.gov/\",\"URLContentType\":\"DataCenterURL\"}]},\"LongName\":\"Atmospheric - 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Data and Information for FIRE\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW + RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/project/FIRE\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"Earthdata + Search for FIRE_CI2_CITATN_24HZ_1 (NASA Application to search, discover, visualize, + refine, and access NASA Earth Observation data)\",\"Subtype\":\"Earthdata + Search\",\"Type\":\"GET DATA\",\"URL\":\"https://search.earthdata.nasa.gov/search/granules?p=C1000001180-LARC_ASDC\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + Cirrus 2 University of North Dakota Citation Aircraft Langley DAAC Data Set + Document\",\"Subtype\":\"GENERAL DOCUMENTATION\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/guide/base_fire_ci2_citatn_dataset.pdf\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"FIRE + Cirrus 2 - Direct File Download (.ps)\",\"Subtype\":\"SCIENCE DATA PRODUCT + SOFTWARE 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+ SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_II-Cirrus.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + I-Cirrus Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Cirrus.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + I-Extended-Time-Observation Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_I-Extended-Time-Observation.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + II-ASTEX Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_II-ASTEX.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"FIRE + III Read Software Package - Direct File Download (.tar)\",\"Type\":\"DOWNLOAD + SOFTWARE\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/FIRE_III.tar\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"ASDC + List of FIRE II - Cirrus Mission Summaries Available\",\"Subtype\":\"GENERAL + DOCUMENTATION\",\"Type\":\"VIEW RELATED INFORMATION\",\"URL\":\"https://asdc.larc.nasa.gov/documents/fire/fire2_cirrus/mission_summaries.html\",\"URLContentType\":\"PublicationURL\"},{\"Description\":\"ASDC + Direct Data Download for FIRE_CI2_CITATN_24HZ_1\",\"Subtype\":\"DIRECT DOWNLOAD\",\"Type\":\"GET + DATA\",\"URL\":\"https://asdc.larc.nasa.gov/data/FIRE/FIRE_CI2_CITATN_24HZ/\",\"URLContentType\":\"DistributionURL\"},{\"Description\":\"OPeNDAP + data access for FIRE_CI2_CITATN_24HZ_1\",\"Subtype\":\"OPENDAP DATA\",\"Type\":\"USE + SERVICE API\",\"URL\":\"https://opendap.larc.nasa.gov/opendap/FIRE/FIRE_CI2_CITATN_24HZ/contents.html\",\"URLContentType\":\"DistributionURL\"}],\"DataDates\":[{\"Date\":\"1999-11-04T00:00:00.000000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2018-07-11T00:00:00.000000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"The + First ISCCP Regional Experiments have been designed to improve data products + and cloud/radiation parameterizations used in general circulation models (GCMs). + Specifically, the goals of FIRE are (1) to improve basic understanding of + the interaction of physical processes in determining life cycles of cirrus + and marine stratocumulus systems and the radiative properties of these clouds + during their life cycles and (2) to investigate the interrelationships between + the ISCCP data, GCM parameterizations, and higher space and time resolution + cloud data.To-date, four intensive field-observation periods were planned + and executed: a cirrus IFO (October 13-November 2, 1986); a marine stratocumulus + IFO off the southwestern coast of California (June 29-July 20, 1987); a second + cirrus IFO in southeastern Kansas (November 13-December 7, 1991); and a second + marine stratocumulus IFO in the eastern North Atlantic Ocean (June 1-June + 28, 1992). Each mission combined coordinated satellite, airborne, and surface + observations with modeling studies to investigate the cloud properties and + physical processes of the cloud systems.The University of North Dakota owns + and operates a Cessna Citation II aircraft (N77ND) for the purpose of atmospheric + research. This aircraft type has a number of design and performance characteristics + which make it an ideal platform for a wide range of atmospheric studies. A + series of structural modifications have been made to the basic airplane. These + include the following: pylons under the wing tips for a variety of probes + in the undisturbed air flow away from the fuselage; a nose boom for wind measurement; + a heated radome to prevent ice accumulation on the nose area; special mounts + for upward and downward looking radiometers; side-facing camera mounts for + time-lapse cameras; optically-flat glass windows for photography; and an air + inlet port for air sampling inside the pressurized cabin. The research instrumentation + available on the Citation for the second Cirrus IFO is described below.For + more information about the UND Citation see http://cumulus.atmos.und.edu/The + data contained in the following file is 24 hertz data from the UND Citation + II Weather Research Aircraft. Each record has 24 values of sixteen variables.The + data order is:Number Variable Units24 values Date yymmdd24 values Time seconds + from midnight24 values Pitotpressure, Nose millibars24 values Pitotpressure, + Wing millibars24 values Vertical acceleration meters/second/second24 values + Vertical wind meters/second24 values Static pressure millibars24 values Air + temperature, Rosemount Celcius24 values True heading degrees24 values Wind + direction degrees24 values Wind velocity meters/second24 values Angle of attack + degrees24 values Angle of sideslip degrees24 values Replicator film speed24 + values Replicator frame count24 values Replicator event mark\",\"LocationKeywords\":[{\"Category\":\"CONTINENT\",\"Type\":\"NORTH + AMERICA\"},{\"Category\":\"GEOGRAPHIC REGION\",\"Type\":\"MID-LATITUDE\"},{\"Category\":\"VERTICAL + LOCATION\",\"Type\":\"BOUNDARY LAYER\"},{\"Category\":\"VERTICAL LOCATION\",\"Type\":\"TROPOSPHERE\"},{\"Category\":\"CONTINENT\"},{\"Category\":\"CONTINENT\",\"Subregion1\":\"UNITED + STATES OF AMERICA\",\"Type\":\"NORTH AMERICA\"},{\"Category\":\"CONTINENT\",\"Subregion1\":\"UNITED + STATES OF AMERICA\",\"Subregion2\":\"NORTH DAKOTA\",\"Type\":\"NORTH AMERICA\"}],\"MetadataDates\":[{\"Date\":\"1999-11-04T00:00:00.000000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2019-10-25T00:00:00.000000Z\",\"Type\":\"UPDATE\"}],\"Version\":\"1\",\"Projects\":[{\"LongName\":\"First + ISCCP Regional Experiment\",\"ShortName\":\"FIRE\"}],\"ContactPersons\":[{\"ContactInformation\":{\"Addresses\":[{\"City\":\"Grand + Forks\",\"Country\":\"United States\",\"PostalCode\":\"58202\",\"StateProvince\":\"North + Dakota\",\"StreetAddresses\":[\"University Station\"]}],\"ContactMechanisms\":[{\"Type\":\"Telephone\",\"Value\":\"(701) + 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Mean annual maximum + wetland area fraction over 2000-2017 is shown from the Wetland Area Dynamics + for Methane Modeling (WAD2M) product (Zhang et al., 2021).\",\"URLContentType\":\"VisualizationURL\",\"Type\":\"GET + RELATED VISUALIZATION\",\"URL\":\"https://daac.ornl.gov/CMS/guides/Global_Freshwater_CH4Emissions_Fig1.png\"}],\"DataDates\":[{\"Date\":\"2024-01-18T00:00:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2024-01-22T17:57:08.000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"This + dataset provides monthly globally gridded freshwater wetland methane emissions + from 2001-2018 in nmol CH4 m-2 s-1, g C-CH4 m-2 d-1, and TgCH4 grid cell-1 + month-1. The data were derived from a six-predictor random forest upscaling + model (UpCH4) trained on 119 site-years of eddy covariance CH4 flux data from + 43 freshwater wetland sites covering bog (8), fen (8), marsh (10), swamp (6), + and wet tundra (11) wetland classes and distributed across Arctic-boreal (20), + temperate (16), and (sub)tropical (7) climate zones. Weekly mean CH4 fluxes + were computed from half-hourly FLUXNET-CH4 Version 1.0 fluxes. Each grid cell + CH4 flux prediction was weighted by fractional grid cell wetland extent to + estimate CH4 emissions using the primary global dataset of Wetland Area and + Dynamics for Methane Modeling (WAD2M) product and an alternate Global Inundation + Estimate from Multiple Satellites GIEMS version 2 global wetland map. Both + WAD2M and GIEMS-2 maps were modified with several correction data layers to + represent the monthly area covered by vegetated wetlands, excluding open water + and coastal wetlands. The data products are: mean daily fluxes with no adjustment + for wetland area (i.e., flux densities assuming hypothetical 100% wetland + cover); mean daily fluxes adjusting for WAD2M or GIEMS-2 wetland area; and + by-pixel monthly sum of freshwater wetland methane emissions adjusting for + WAD2M or GIEMS-2 wetland area. 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A + compilation of flux data from 575 individual lake systems and 893 aggregated + flux values were used, and each flux measurement was classified into one of + seven ecoclimatic types. Ice-cover-regulated emission seasonality was derived + from satellite microwave observations of ice cover phenology and freeze-thaw + dynamics. Global lake area was determined from the merger of HydroLAKES and + Climate Change Initiative Inland-Water (CCI-IW) remote-sensing data, and lakes + were classified into ecoclimatic regions to facilitate linking these types + with ecosystem-specific CH4 measurements in the flux compilation. Exploratory + estimates of fluxes associated with ice melt and with spring and fall water-column + turnover are also included. 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These estimates will promote understanding + of the current and future role of reservoirs in the global CH4 budget and + guide efforts to mitigate reservoir-related CH4 emissions. These emission + estimates are climatological; one daily value for each day of year (n=365) + is provided for each grid cell. 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INFORMATION\",\"URLContentType\":\"PublicationURL\"},{\"URL\":\"https://earthdata.nasa.gov/community/community-data-system-programs/measures-projects\",\"Description\":\"MEaSUREs + Project Home Page\\n \",\"Type\":\"PROJECT HOME PAGE\",\"URLContentType\":\"CollectionURL\"},{\"URL\":\"https://docserver.gesdisc.eosdis.nasa.gov/public/project/MEaSUREs/GSSTF/Science_of_the_data.GSSTF3.pdf\",\"Subtype\":\"ALGORITHM + THEORETICAL BASIS DOCUMENT (ATBD)\",\"Type\":\"VIEW RELATED INFORMATION\",\"URLContentType\":\"PublicationURL\"}],\"DataDates\":[{\"Date\":\"2012-08-14T00:00:00.000Z\",\"Type\":\"CREATE\"},{\"Date\":\"2012-08-14T00:00:00.000Z\",\"Type\":\"UPDATE\"}],\"Abstract\":\"These + data are the Goddard Satellite-based Surface Turbulent Fluxes Version-3 Dataset + recently produced through a MEaSUREs funded project led by Dr. Chung-Lin Shie + (UMBC/GEST, NASA/GSFC), converted to HDF-EOS5 format. 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PAGE\",\"URL\":\"https://disc.gsfc.nasa.gov/\",\"Description\":\"NASA GES + DISC Website\"}]},\"ContactGroups\":[{\"Roles\":[\"Data Center Contact\"],\"GroupName\":\"GES + DISC HELP DESK SUPPORT GROUP\",\"ContactInformation\":{\"Addresses\":[{\"StreetAddresses\":[\"Goddard + Earth Sciences Data and Information Services Center\",\"Code 610.2\",\"NASA + Goddard Space Flight Center\"],\"City\":\"Greenbelt\",\"StateProvince\":\"MD\",\"PostalCode\":\"20771\",\"Country\":\"USA\"}],\"ContactMechanisms\":[{\"Type\":\"Telephone\",\"Value\":\"301-614-5224\"},{\"Type\":\"Fax\",\"Value\":\"301-614-5268\"},{\"Type\":\"Email\",\"Value\":\"gsfc-dl-help-disc@mail.nasa.gov\"}]}}]}],\"Platforms\":[{\"Type\":\"Earth + Observation Satellites\",\"ShortName\":\"DMSP\",\"LongName\":\"Defense Meteorological + Satellite Program\",\"Instruments\":[{\"ShortName\":\"SSM/I\",\"LongName\":\"Special + Sensor 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'2505' CMR-Request-Id: - - 4c3ba252-1296-419c-bc8f-3bf9e4754049 + - 9c04dbe0-9153-4b83-a175-1bdaddb702fe CMR-Search-After: - - '["pocloud",1710028801000,2895253044]' + - '["pocloud",1710892801000,2907510904]' CMR-Took: - - '466' + - '2536' Connection: - keep-alive + Content-MD5: + - dd70e684f73e249a8c416a0d7eeba3e8 + Content-SHA1: + - cdcb809aed642d8260c957f405a29a657b97e68e Content-Type: - application/vnd.nasa.cmr.umm_results+json;version=1.6.5; charset=utf-8 Date: - - Thu, 14 Mar 2024 22:02:33 GMT + - Fri, 29 Mar 2024 16:44:18 GMT Server: - ServerTokens ProductOnly Strict-Transport-Security: @@ -68055,11 +68713,11 @@ interactions: Vary: - Accept-Encoding, User-Agent Via: - - 1.1 9acd372742573b89975d7dceea2dc950.cloudfront.net (CloudFront) + - 1.1 a28044274779dbdc6d83fc767faf5776.cloudfront.net (CloudFront) X-Amz-Cf-Id: - - hv4l6XGIaN3NwO1NTPyqPEnqh_dL0nCGCXO_9FSluTV1ab_aKMG7JQ== + - x7B18viFxkZDiys-j2GBIkLcUGttm_nFI0Bn9bI-0vcq9T2kKohbOw== X-Amz-Cf-Pop: - - IAD89-C2 + - DFW50-C1 X-Cache: - Miss from cloudfront X-Content-Type-Options: @@ -68067,11 +68725,11 @@ interactions: X-Frame-Options: - SAMEORIGIN X-Request-Id: - - hv4l6XGIaN3NwO1NTPyqPEnqh_dL0nCGCXO_9FSluTV1ab_aKMG7JQ== + - x7B18viFxkZDiys-j2GBIkLcUGttm_nFI0Bn9bI-0vcq9T2kKohbOw== X-XSS-Protection: - 1; mode=block content-length: - - '3850227' + - '4093957' status: code: 200 message: OK diff --git a/tests/unit/fixtures/vcr_cassettes/MOD02QKM.yaml b/tests/unit/fixtures/vcr_cassettes/MOD02QKM.yaml index 6312333d..f7ebecf2 100644 --- a/tests/unit/fixtures/vcr_cassettes/MOD02QKM.yaml +++ b/tests/unit/fixtures/vcr_cassettes/MOD02QKM.yaml @@ -6,8 +6,6 @@ interactions: - '*/*' Accept-Encoding: - gzip, deflate - Authorization: - - Bearer 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CMR-Timed-Out, CMR-Shapefile-Original-Point-Count, CMR-Shapefile-Simplified-Point-Count CMR-Hits: - - '1380797' + - '1383142' CMR-Request-Id: - - 7c20ace3-2fd8-4b01-9abf-081000063d55 + - 4f0cdb5a-d4f8-428f-bf0f-9cf2f3611166 CMR-Took: - - '20' + - '28' Connection: - keep-alive + Content-MD5: + - 7aa1b33ad03f6404c0ceaec31310a432 + Content-SHA1: + - fc9d2ee963d65c6d32bdd6eaf9c01887ae9fc8a0 Content-Type: - application/vnd.nasa.cmr.umm_results+json;version=1.6.5; charset=utf-8 Date: - - Thu, 14 Mar 2024 21:43:30 GMT + - Fri, 29 Mar 2024 16:44:19 GMT Server: - ServerTokens ProductOnly Strict-Transport-Security: @@ -44,11 +46,11 @@ interactions: Vary: - Accept-Encoding, User-Agent Via: - - 1.1 7686ec44f6fa46e832c73ad9c040ca32.cloudfront.net (CloudFront) + - 1.1 352640e22fb9eaa800f19cb44307f5a4.cloudfront.net (CloudFront) X-Amz-Cf-Id: - - JwpTTwJoxnbJdlE9o7U0tr8qxy9LgDZp6Fb_ZEcF94EdLWbTZ5eRiA== + - NyExNO8FQe3cHBQ6Pk-Q-G8fZ9EpRFhoJTJ4n9zEc1w0Y7ofReITOg== X-Amz-Cf-Pop: - - SFO53-P5 + - DFW50-C1 X-Cache: - Miss from cloudfront X-Content-Type-Options: @@ -56,7 +58,7 @@ interactions: X-Frame-Options: - SAMEORIGIN X-Request-Id: - - JwpTTwJoxnbJdlE9o7U0tr8qxy9LgDZp6Fb_ZEcF94EdLWbTZ5eRiA== + - NyExNO8FQe3cHBQ6Pk-Q-G8fZ9EpRFhoJTJ4n9zEc1w0Y7ofReITOg== X-XSS-Protection: - 1; mode=block content-length: @@ -79,7 +81,7 @@ interactions: uri: https://cmr.earthdata.nasa.gov/search/granules.umm_json?short_name=MOD02QKM&page_size=2000 response: body: - string: '{"hits":1374155,"took":2435,"items":[{"meta":{"concept-type":"granule","concept-id":"G1462754234-LAADS","revision-id":4,"native-id":"LAADS:2715071895","provider-id":"LAADS","format":"application/echo10+xml","revision-date":"2022-11-22T11:54:22.375Z"},"umm":{"TemporalExtent":{"RangeDateTime":{"BeginningDateTime":"2000-02-24T00:05:00.000Z","EndingDateTime":"2000-02-24T00:10:00.000Z"}},"GranuleUR":"LAADS:2715071895","SpatialExtent":{"HorizontalSpatialDomain":{"Geometry":{"GPolygons":[{"Boundary":{"Points":[{"Longitude":146.932438,"Latitude":76.50228},{"Longitude":-145.553577,"Latitude":66.835767},{"Longitude":-94.815506,"Latitude":70.509885},{"Longitude":9.997243,"Latitude":84.145132},{"Longitude":146.932438,"Latitude":76.50228}]}}]}}},"ProviderDates":[{"Date":"2017-06-21T18:43:28.500Z","Type":"Insert"},{"Date":"2022-11-22T11:54:16.440Z","Type":"Update"}],"CollectionReference":{"ShortName":"MOD02QKM","Version":"6.1"},"PGEVersionClass":{"PGEVersion":"6.2.2_1"},"RelatedUrls":[{"URL":"https://ladsweb.modaps.eosdis.nasa.gov/archive/allData/61/MOD02QKM/2000/055/MOD02QKM.A2000055.0005.061.2017171194850.hdf","Type":"GET + string: 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status: code: 200 message: OK diff --git a/tests/unit/fixtures/vcr_cassettes/MOD02QKM_2000.yaml b/tests/unit/fixtures/vcr_cassettes/MOD02QKM_2000.yaml index f71b1329..67542b44 100644 --- a/tests/unit/fixtures/vcr_cassettes/MOD02QKM_2000.yaml +++ b/tests/unit/fixtures/vcr_cassettes/MOD02QKM_2000.yaml @@ -6,8 +6,6 @@ interactions: - '*/*' Accept-Encoding: - gzip, deflate - Authorization: - - Bearer eyJ0eXAiOiJKV1QiLCJvcmlnaW4iOiJFYXJ0aGRhdGEgTG9naW4iLCJzaWciOiJlZGxqd3RwdWJrZXlfb3BzIiwiYWxnIjoiUlMyNTYifQ.eyJ0eXBlIjoiVXNlciIsInVpZCI6ImRuZXdtYW4iLCJleHAiOjE3MTU2MzIwMzYsImlhdCI6MTcxMDQ0ODAzNiwiaXNzIjoiRWFydGhkYXRhIExvZ2luIn0.alBX5USw_M1pgRa1jsvyq0jKsz11gcdWBCdwDsiEZTo2jga9SteMQtMlOFengmOv6ZLUP-S5qdERxc2FVRs0jrfla23af67gdS60NfHODZ2ujNWXlhfAIhGH1DUXW1PlJLTnseZUIea85eF_mjNiPG-zV1VgeBAD-QF9U7c10oOc6Q-gjLePCmxuo0SPP0TTAtDqT5IOh-UB0oYfZaHs4-NuhAROm0ic9kT3fKhCATpctXZkyw9RlTspWWWkUyW6Z7KXmgJ64eF5-1azc4LlfXn0HB0KR4ZgTDwn2M5CthP7xqVQEgtnwJ_sJIBuizHzGRNYJQyRZlWz3sJ0NmFKiQ Connection: - keep-alive User-Agent: @@ -16,7 +14,7 @@ interactions: uri: https://cmr.earthdata.nasa.gov/search/granules.umm_json?short_name=MOD02QKM&page_size=0 response: body: - string: '{"hits":1380803,"took":113,"items":[]}' + string: '{"hits":1383142,"took":76,"items":[]}' headers: Access-Control-Allow-Origin: - '*' @@ -24,17 +22,21 @@ interactions: - CMR-Hits, CMR-Request-Id, X-Request-Id, CMR-Scroll-Id, CMR-Search-After, CMR-Timed-Out, CMR-Shapefile-Original-Point-Count, CMR-Shapefile-Simplified-Point-Count CMR-Hits: - - '1380803' + - '1383142' CMR-Request-Id: - - 8e3c2c3a-6905-4a87-ad25-fa4d51f1fd15 + - 783b6f58-7de6-48a1-9ff6-09c814d28532 CMR-Took: - - '114' + - '78' Connection: - keep-alive + Content-MD5: + - 751e7451e6f66456ad098f7dade36619 + Content-SHA1: + - 0e3dd444e25da926d0d767ee9196e531337b6d8f Content-Type: - application/vnd.nasa.cmr.umm_results+json;version=1.6.5; charset=utf-8 Date: - - Thu, 14 Mar 2024 21:54:03 GMT + - Fri, 29 Mar 2024 16:44:05 GMT Server: - ServerTokens ProductOnly Strict-Transport-Security: @@ -44,11 +46,11 @@ interactions: Vary: - Accept-Encoding, User-Agent Via: - - 1.1 8fc19d425c5af8e0ecc9f1d76fca1cf0.cloudfront.net (CloudFront) + - 1.1 c650b968d15de7f70750f5bb6bd4f468.cloudfront.net (CloudFront) X-Amz-Cf-Id: - - NdNf0iM4_UR7RAKPZ5WTK7hP5p8j23HRZRQKGuv0q96SXo-sAixhbg== + - OHUdFR6KumKJvkZ0X4saL76i1LuDV9-SU-u7vGkBg4u3XfUxEWHkIw== X-Amz-Cf-Pop: - - SFO53-P5 + - DFW50-C1 X-Cache: - Miss from cloudfront X-Content-Type-Options: @@ -56,11 +58,11 @@ interactions: X-Frame-Options: - SAMEORIGIN X-Request-Id: - - NdNf0iM4_UR7RAKPZ5WTK7hP5p8j23HRZRQKGuv0q96SXo-sAixhbg== + - OHUdFR6KumKJvkZ0X4saL76i1LuDV9-SU-u7vGkBg4u3XfUxEWHkIw== X-XSS-Protection: - 1; mode=block content-length: - - '38' + - '37' status: code: 200 message: OK @@ -79,7 +81,7 @@ interactions: uri: https://cmr.earthdata.nasa.gov/search/granules.umm_json?short_name=MOD02QKM&page_size=2000 response: body: - string: 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+ string: 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