<?xml version="1.0" encoding="UTF-8"?><OAI-PMH xmlns="http://www.openarchives.org/OAI/2.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd"><responseDate>2026-03-10T13:04:04Z</responseDate><request metadataPrefix="dif" identifier="SPL3FTP.003" verb="GetRecord">http://nsidc.org/api/dataset/metadata/oai</request><GetRecord><record><header><identifier>oai:nsidc.org/SPL3FTP.003</identifier><datestamp>2026-03-03T21:04:28Z</datestamp><setSpec>cumulus</setSpec><setSpec>ecs</setSpec><setSpec>retired</setSpec><setSpec>nasa_nsidc_daac</setSpec></header><metadata>
<DIF xmlns="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/ http://gcmd.gsfc.nasa.gov/Aboutus/xml/dif/dif_v9.7.1.xsd"><Entry_ID>SPL3FTP.003</Entry_ID><Entry_Title>SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State</Entry_Title><Data_Set_Citation><Dataset_Creator>Xu, X., Dunbar, R. S., Derksen, C., Colliander, A., Kim, Y. &amp; Kimball, J. S.</Dataset_Creator><Dataset_Title>SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State</Dataset_Title><Dataset_Release_Date>2020-09-01</Dataset_Release_Date><Dataset_Release_Place>Boulder, Colorado USA</Dataset_Release_Place><Dataset_Publisher>NASA NSIDC DAAC: NASA National Snow and Ice Data Center Distributed Active Archive Center</Dataset_Publisher><Version>3</Version><Other_Citation_Details><Invert_Citation_Order>false</Invert_Citation_Order></Other_Citation_Details><Dataset_DOI>10.5067/ZJOKL452HRLD</Dataset_DOI><Online_Resource>https://nsidc.org/sites/default/files/spl3ftp-v003-userguide_0.pdf</Online_Resource><Dataset_Series_Name>SPL3FTP</Dataset_Series_Name></Data_Set_Citation><Personnel><Role>Technical Contact</Role><First_Name>NSIDC</First_Name><Last_Name>User Services</Last_Name><Email>nsidc@nsidc.org</Email><Phone>1-303-492-6199</Phone><Fax>1-303-492-2468</Fax><Contact_Address><Address>CIRES, 449 UCB</Address><Address>University of Colorado</Address><City>Boulder</City><Province_or_State>CO</Province_or_State><Postal_Code>80309-0449</Postal_Code><Country>USA</Country></Contact_Address></Personnel><Parameters><Category>EARTH SCIENCE</Category><Topic>SPECTRAL/ENGINEERING</Topic><Term>MICROWAVE</Term><Variable_Level_1>BRIGHTNESS TEMPERATURE</Variable_Level_1><Variable_Level_2> </Variable_Level_2><Variable_Level_3> </Variable_Level_3><Detailed_Variable> </Detailed_Variable></Parameters><Parameters><Category>EARTH SCIENCE</Category><Topic>CRYOSPHERE</Topic><Term>SNOW/ICE</Term><Variable_Level_1>FREEZE/THAW</Variable_Level_1><Variable_Level_2> </Variable_Level_2><Variable_Level_3> </Variable_Level_3><Detailed_Variable> </Detailed_Variable></Parameters><Parameters><Category>EARTH SCIENCE</Category><Topic>CRYOSPHERE</Topic><Term>SNOW/ICE</Term><Variable_Level_1>FREEZE/THAW</Variable_Level_1><Variable_Level_2>TRANSITION DIRECTION</Variable_Level_2><Variable_Level_3> </Variable_Level_3><Detailed_Variable> </Detailed_Variable></Parameters><ISO_Topic_Category>Climatology/Meteorology/Atmosphere</ISO_Topic_Category><ISO_Topic_Category>Geoscientific Information</ISO_Topic_Category><Keyword>EASE-Grid SM-project</Keyword><Keyword>L3</Keyword><Keyword>SMAP-project</Keyword><Keyword>SMAP-project-L3</Keyword><Sensor_Name><Short_Name>SMAP L-BAND RADIOMETER</Short_Name><Long_Name>SMAP L-Band Radiometer</Long_Name></Sensor_Name><Source_Name><Short_Name>SMAP</Short_Name><Long_Name>Soil Moisture Active and Passive Observatory</Long_Name></Source_Name><Temporal_Coverage><Start_Date>2015-03-31</Start_Date><Stop_Date>2023-12-02</Stop_Date></Temporal_Coverage><Data_Set_Progress>deprecated</Data_Set_Progress><Spatial_Coverage><Southernmost_Latitude>45</Southernmost_Latitude><Northernmost_Latitude>85.044</Northernmost_Latitude><Westernmost_Longitude>-180</Westernmost_Longitude><Easternmost_Longitude>180</Easternmost_Longitude></Spatial_Coverage><Spatial_Coverage><Southernmost_Latitude>-85.044</Southernmost_Latitude><Northernmost_Latitude>85.044</Northernmost_Latitude><Westernmost_Longitude>-180</Westernmost_Longitude><Easternmost_Longitude>180</Easternmost_Longitude></Spatial_Coverage><Location><Location_Category>GEOGRAPHIC REGION</Location_Category><Location_Type>GLOBAL</Location_Type></Location><Location><Location_Category>GEOGRAPHIC REGION</Location_Category><Location_Type>NORTHERN HEMISPHERE</Location_Type></Location><Data_Resolution><Latitude_Resolution>36 km</Latitude_Resolution><Longitude_Resolution>36 km</Longitude_Resolution><Temporal_Resolution>1 day</Temporal_Resolution></Data_Resolution><Quality>The SPL3FTP product has sufficient fidelity and accuracy to identify the primary seasonal freeze and thaw transitions, and distinguish diurnal freeze/thaw state changes common during seasonal transitions.

SMAP products provide multiple means to assess quality. Each product contains bit flags, uncertainty measures, and file-level metadata that provide quality information. For information regarding the specific bit flags, uncertainty measures, and file-level metadata contained in this product, refer to the Data Fields and Metadata Fields documents.

Each HDF5 file contains metadata with Quality Assessment (QA) metadata flags that are set by the Science Data Processing System (SDS) at the JPL prior to delivery to the National Snow and Ice Data Center Distributed Active Archive Center (NSIDC DAAC). A separate metadata file with an .xml file extension is also delivered to NSIDC DAAC with the HDF5 file; it contains the same information as the HDF5 file-level metadata.

A separate QA file with a .qa file extension is also associated with each data file. QA files are ASCII text files that contain statistical information in order to help users better assess the quality of the associated data file.

If a product does not fail QA, it is ready to be used for higher-level processing, browse generation, active science QA, archive, and distribution. If a product fails QA, it is never delivered to NSIDC DAAC.</Quality><Access_Constraints>These data have been retired and are no longer accessible. However, a more recent version may be available.</Access_Constraints><Use_Constraints>These data have been retired and are no longer accessible. However, a more recent version of may be available. Cite any prior or planned use of these data according to the recommended citation at https://nsidc.org/about/data-use-and-copyright. For more information on the NASA EOSDIS Data Use Policy, see https://earthdata.nasa.gov/earth-observation-data/data-use-policy.</Use_Constraints><Data_Set_Language>English</Data_Set_Language><Originating_Center>NASA/JPL/SMAP</Originating_Center><Data_Center><Data_Center_Name><Short_Name>NASA NSIDC DAAC</Short_Name><Long_Name>NASA National Snow and Ice Data Center Distributed Active Archive Center</Long_Name></Data_Center_Name><Data_Center_URL>https://nsidc.org/daac</Data_Center_URL><Personnel><Role>Data Center Contact</Role><First_Name>NSIDC</First_Name><Last_Name>User Services</Last_Name><Email>nsidc@nsidc.org</Email><Phone>1-303-492-6199</Phone><Contact_Address><Address>National Snow and Ice Data Center</Address><Address>CIRES, 449 UCB</Address><Address>University of Colorado</Address><City>Boulder</City><Province_or_State>CO</Province_or_State><Postal_Code>80309-0449</Postal_Code><Country>USA</Country></Contact_Address></Personnel></Data_Center><Distribution><Distribution_Media>HTTPS</Distribution_Media><Distribution_Format>HDF5</Distribution_Format></Distribution><Reference>Derksen, C., X. Xu,, R. S. Dunbar, A. Colliander, Y. Kim, J. Kimball. 2016. Soil Moisture Active Passive (SMAP) Project Calibration and Validation for the L3_FT_P and L3_FT_P_E Data Products (Version 1). SMAP Project, JPL D-56296. Jet Propulsion Laboratory, Pasadena, CA. (PDF, 2.6 MB)

Dunbar, S., X. Xu, A. Colliander, C. Derksen, K. McDonald, E. Podest. E. Njoku, J. Kimball, and Y. Kim. 2016. Algorithm Theoretical Basis Document (ATBD): SMAP Level 3 Radiometer Freeze/Thaw Data Products (L3_FT_P and L3_FT_P_E). SMAP Project, Jet Propulsion Laboratory, Pasadena, CA. (PDF, 8 MB)

Dunbar, S. 2016. SMAP Level 3 Freeze-Thaw (L3_FT_P) Product Specification Document. SMAP Project, JPL D-56293. Jet Propulsion Laboratory, Pasadena, CA. (PDF, 635 KB)</Reference><Summary><Abstract>This Level-3 (L3) product provides a daily composite of landscape freeze/thaw conditions retrieved by the Soil Moisture Active Passive (SMAP) radiometer from 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. SMAP L-band brightness temperatures are used to derive freeze/thaw state and transition data, which are then resampled to both an Earth-fixed, Northern Hemisphere azimuthal 36 km Equal-Area Scalable Earth Grid (EASE-Grid 2.0), and to an Earth-fixed global 36 km EASE-Grid 2.0.</Abstract></Summary><Related_URL><URL_Content_Type><Type>VIEW RELATED INFORMATION</Type></URL_Content_Type><URL>https://nsidc.org/sites/default/files/spl3ftp-v003-userguide_0.pdf</URL><Description>SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State, Version 3 User Guide</Description></Related_URL><Metadata_Name>CEOS IDN DIF</Metadata_Name><Metadata_Version>VERSION 9.9</Metadata_Version><DIF_Creation_Date>2020-09-01</DIF_Creation_Date><Last_DIF_Revision_Date>2026-03-03</Last_DIF_Revision_Date><Extended_Metadata><Metadata><Group>NSIDC</Group><Name>Version Summary</Name><Value>Changes to this version include:
- Adjusted the freeze/thaw reference states for the normalized polarization ratio (NPR) algorithm per the improved Level-1 brightness temperature recalibration. The freezing reference averages from 2016-2020 and the thaw reference averages from 2015-2019.
- Adjusted the reference states for the Single-Channel V (SCV) algorithm per the update of the GEOS-FP surface and soil temperature profiles.
- Improved the never frozen/never thawed masks for false-flag mitigation by:
* extending the temporal extent of the AMSR-E source data to include data through 2019
* blending in a GEOS-FP temperature climatology for 2015-2020 using a loose &#xB1;10 &#xBA;C criterion for fully-frozen or fully-thawed conditions.
- The product data structure, content, and processor code are otherwise unchanged from the previous version.

For the full major and minor version history, go to &lt;a href="https://nsidc.org/data/smap/version-history"&gt;https://nsidc.org/data/smap/version-history&lt;/a&gt;</Value></Metadata><Metadata><Group>NSIDC</Group><Name>Minor Version</Name><Value><number>R17000</number><summary>See Major Version summary. 31-March-2015 to present.</summary><start_datetime>2015-03-31</start_datetime><end_datetime>2021-04-29</end_datetime><view_order>1</view_order></Value><Value><number>R17030</number><summary>No science change. CRID incremented to coincide with ASA correction for SPL1BTB.</summary><start_datetime>2021-04-29</start_datetime><end_datetime>2023-12-02</end_datetime><view_order>17</view_order></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Spatial Reference Systems</Name><Value><Spatial_Reference_System><SRID>EPSG:6931</SRID><Description>WGS 84 / NSIDC EASE-Grid 2.0 North</Description></Spatial_Reference_System><Spatial_Reference_System><SRID>EPSG:6933</SRID><Description>WGS 84 / NSIDC EASE-Grid 2.0 Global</Description></Spatial_Reference_System></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Level of Service</Name><Value><Level>No Data Access</Level></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Full Dataset Citation</Name><Value>Xu, X., Dunbar, R. S., Derksen, C., Colliander, A., Kim, Y. &amp; Kimball, J. S. (2020). &lt;i&gt;SMAP L3 Radiometer Global and Northern Hemisphere Daily 36 km EASE-Grid Freeze/Thaw State&lt;/i&gt;. (SPL3FTP, Version 3). [Data Set]. Boulder, Colorado USA. NASA National Snow and Ice Data Center Distributed Active Archive Center. &lt;a href="https://doi.org/10.5067/ZJOKL452HRLD"&gt;https://doi.org/10.5067/ZJOKL452HRLD&lt;/a&gt;. [&lt;i&gt;&lt;describe subset used if applicable&gt;&lt;/i&gt;].</Value></Metadata><Metadata><Group>NSIDC</Group><Name>Retired</Name><Value>true</Value></Metadata><Metadata><Group>NSIDC</Group><Name>Related Services</Name><Value><umm-s><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>amy.steiker</user-id><native-id>mmt_service_25004</native-id><concept-id>S2472217299-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>service</concept-type><revision-date>2022-09-20T22:05:06.185Z</revision-date></meta><umm><URL><URLValue>s3://nsidc-cumulus-prod-protected/</URLValue></URL><Name>NSIDC_CPRD_S3</Name><Type>NOT PROVIDED</Type><Version>1.0</Version><LongName>NASA Earthdata Cloud (AWS S3)</LongName><Description>Access data directly from the NASA Earthdata Cloud via Amazon Web Services Simple Storage Service (AWS S3). 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Last updated date is unknown.</VersionDescription><ServiceOrganizations><ServiceOrganization><Roles><Role>SERVICE PROVIDER</Role></Roles><LongName>NASA National Snow and Ice Data Center Distributed Active Archive Center</LongName><ShortName>NASA NSIDC DAAC</ShortName></ServiceOrganization></ServiceOrganizations><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/service/v1.4</URL><Name>UMM-S</Name><Version>1.4</Version></MetadataSpecification></umm></umm-s><nsidc><URLValue>https://nsidc.org/data/user-resources/help-center/nasa-earthdata-cloud-data-access-guide</URLValue></nsidc></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Related Tools</Name><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>mbeig</user-id><native-id>mmt_tool_50907</native-id><concept-id>TL3010466318-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>4</revision-id><concept-type>tool</concept-type><revision-date>2024-05-28T17:29:12.271Z</revision-date></meta><umm><DOI>https://zenodo.org/badge/latestdoi/399867529</DOI><URL><Type>DOWNLOAD SOFTWARE</Type><URLValue>https://earthaccess.readthedocs.io/en/latest/</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_EARTHACCESS</Name><Type>Downloadable Tool</Type><Version>0.9.0</Version><LongName>earthaccess</LongName><Description>earthaccess is a python library to search and access NASA Earth science data with just a few lines of code.</Description><RelatedURLs><RelatedURL><URL>https://github.com/nsidc/earthaccess</URL><Type>VIEW RELATED INFORMATION</Type><Description>GitHub Repository</Description><URLContentType>PublicationURL</URLContentType></RelatedURL></RelatedURLs><ToolKeywords><ToolKeyword><ToolTerm>DATA ACCESS/RETRIEVAL</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA SEARCH</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>PUBLISHER</Role></Roles><GroupName>NSIDC DAAC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>PUBLISHER</Role></Roles><LongName>NASA National Snow and Ice Data Center Distributed Active Archive Center</LongName><URLValue>https://nsidc.org/daac/</URLValue><ShortName>NASA NSIDC DAAC</ShortName></Organization><Organization><Roles><Role>PUBLISHER</Role></Roles><LongName>National Snow and Ice Data Center</LongName><URLValue>http://nsidc.org</URLValue><ShortName>NSIDC</ShortName></Organization><Organization><Roles><Role>DEVELOPER</Role></Roles><LongName>Alaska Satellite Facility</LongName><URLValue>https://www.asf.alaska.edu/</URLValue><ShortName>ASF</ShortName></Organization><Organization><Roles><Role>DEVELOPER</Role></Roles><LongName>Institute for the Study of Earth, Oceans, and Space, University of New Hampshire</LongName><URLValue>http://www.eos.unh.edu/</URLValue><ShortName>UNH/EOS</ShortName></Organization><Organization><Roles><Role>DEVELOPER</Role></Roles><LongName>Atmospheric Science Data Center, Science Directorate, Langley Research Center, NASA</LongName><URLValue>https://asdc.larc.nasa.gov/</URLValue><ShortName>NASA/LARC/SD/ASDC</ShortName></Organization></Organizations><UseConstraints><LicenseText>MIT License

Copyright (c) 2021 Luis Lopez

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.</LicenseText></UseConstraints><LastUpdatedDate>2024-02-29T00:00:00.000Z</LastUpdatedDate><AccessConstraints>As a condition of use, we request that you properly cite the earthaccess library to acknowledge the creators.  Formal citations also make it easier for us to track the use and impact of our data and tools, and helps us report data distribution activity and tool usage metrics to funding agencies.

If you have used earthaccess in your research, please cite as:

Barrett, A., Battisto, C., Bourbeau, J., Fisher, M., Kaufman, D., Kennedy, J., Lopez, L., Lowndes, J., Scheick, J., &amp; Steiker, A. (2024). earthaccess (Version 0.9.0) [Computer software]. https://doi.org/10.5281/zenodo.8365009

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Plot data on global or regional maps, choosing from multiple map projections. Overlay continent outlines or masks.
</Description><ToolKeywords><ToolKeyword><ToolTerm>DATA VISUALIZATION</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>STATISTICAL APPLICATIONS</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ANALYSIS</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>NSIDC DAAC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>AUTHOR</Role><Role>DEVELOPER</Role><Role>PUBLISHER</Role></Roles><LongName>Goddard Institute for Space Studies, Earth Sciences Division, Science and Exploration Directorate, Goddard Space Flight Center, NASA</LongName><URLValue>https://www.giss.nasa.gov/</URLValue><ShortName>NASA/GSFC/SED/ESD/GISS</ShortName></Organization></Organizations><ContactPersons><ContactPerson><Roles><Role>AUTHOR</Role><Role>DEVELOPER</Role></Roles><LastName>Schmunk</LastName><FirstName>Dr. Robert</FirstName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>robert.b.schmunk@nasa.gov</Value></ContactMechanism></ContactMechanisms><ContactInstruction>Please send bug reports, feature requests, etc., to Dr. Robert Schmunk. Please note that requests for assistance opening a dataset or interpreting the gridding of the data within will probably require that you provide a copy of the dataset or instructions on where it might be downloaded.</ContactInstruction></ContactInformation></ContactPerson></ContactPersons><VersionDescription>This is the most current release of this tool. Last updated date is unknown.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification><SupportedInputFormats><SupportedInputFormat>HDF-EOS2</SupportedInputFormat><SupportedInputFormat>HDF-EOS5</SupportedInputFormat><SupportedInputFormat>HDF4</SupportedInputFormat><SupportedInputFormat>HDF5</SupportedInputFormat><SupportedInputFormat>NETCDF-3</SupportedInputFormat><SupportedInputFormat>NETCDF-4</SupportedInputFormat></SupportedInputFormats><SupportedOutputFormats><SupportedOutputFormat>ASCII</SupportedOutputFormat><SupportedOutputFormat>CSV</SupportedOutputFormat><SupportedOutputFormat>GIF</SupportedOutputFormat><SupportedOutputFormat>HDF-EOS2</SupportedOutputFormat><SupportedOutputFormat>HDF-EOS5</SupportedOutputFormat><SupportedOutputFormat>HDF4</SupportedOutputFormat><SupportedOutputFormat>HDF5</SupportedOutputFormat><SupportedOutputFormat>JPEG</SupportedOutputFormat><SupportedOutputFormat>KML</SupportedOutputFormat><SupportedOutputFormat>NETCDF-3</SupportedOutputFormat><SupportedOutputFormat>NETCDF-4</SupportedOutputFormat><SupportedOutputFormat>PNG</SupportedOutputFormat><SupportedOutputFormat>TIFF</SupportedOutputFormat></SupportedOutputFormats><SupportedOperatingSystems><SupportedOperatingSystem><OperatingSystemName>Windows</OperatingSystemName></SupportedOperatingSystem><SupportedOperatingSystem><OperatingSystemName>macOS</OperatingSystemName></SupportedOperatingSystem><SupportedOperatingSystem><OperatingSystemName>Linux</OperatingSystemName></SupportedOperatingSystem></SupportedOperatingSystems></umm></umm-t><nsidc><URLValue>https://www.giss.nasa.gov/tools/panoply/</URLValue></nsidc></Value><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>crumlyd</user-id><native-id>mmt_tool_13889</native-id><concept-id>TL4016626483-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>tool</concept-type><revision-date>2026-02-10T21:43:13.884Z</revision-date></meta><umm><URL><Type>GOTO WEB TOOL</Type><URLValue>https://cloudsgate2.larc.nasa.gov/cgi-bin/predict/predict.cgi</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_NASA_LaRC</Name><Type>Web User Interface</Type><Version>1</Version><LongName>NASA LaRC Satellite Overpass Predictor</LongName><Description>Calculate past and future satellite overpasses, based on latitude/longitude or map location.</Description><ToolKeywords><ToolKeyword><ToolTerm>DATA VISUALIZATION</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>NSIDC DAAC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup><ContactGroup><Roles><Role>AUTHOR</Role><Role>DEVELOPER</Role><Role>ORIGINATOR</Role><Role>PUBLISHER</Role><Role>SERVICE PROVIDER</Role></Roles><GroupName>Langley Research Center Distributed Active Archive Center, Science Directorate, Langley Research Center, NASA</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Other</Type><Value>https://asdc.larc.nasa.gov/</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>AUTHOR</Role><Role>DEVELOPER</Role><Role>ORIGINATOR</Role><Role>PUBLISHER</Role><Role>SERVICE PROVIDER</Role></Roles><LongName>Langley Research Center Distributed Active Archive Center, Science Directorate, Langley Research Center, NASA</LongName><URLValue>https://asdc.larc.nasa.gov/</URLValue><ShortName>NASA/LARC/SD/LARC_DAAC</ShortName></Organization></Organizations><ContactPersons><ContactPerson><Roles><Role>SERVICE PROVIDER</Role></Roles><LastName>Minnis</LastName><FirstName>Patrick </FirstName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>p.minnis@larc.nasa.gov</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactPerson><ContactPerson><Roles><Role>SERVICE PROVIDER</Role></Roles><LastName>Nguyen</LastName><FirstName>Louis</FirstName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>l.nguyen@nasa.gov</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactPerson></ContactPersons><VersionDescription>See https://cloudsgate2.larc.nasa.gov/cgi-bin/predict/predict.cgi for more information on the latest version.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification></umm></umm-t><nsidc><URLValue>https://cloudsgate2.larc.nasa.gov/cgi-bin/predict/predict.cgi</URLValue></nsidc></Value><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>crumlyd</user-id><native-id>mmt_tool_12918</native-id><concept-id>TL4019507017-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>tool</concept-type><revision-date>2026-02-11T17:41:04.319Z</revision-date></meta><umm><URL><Type>GOTO WEB TOOL</Type><URLValue>https://appeears.earthdatacloud.nasa.gov/</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_APPEEARS</Name><Type>Web User Interface</Type><Version>1</Version><LongName>AppEEARS</LongName><Description>Extract point and area samples from geospatial data via spatial, temporal, and/or parameter subsetting. Preview and interact with samples before downloading. The Application for Extracting and Exploring Analysis Ready Samples tool is only available for select NSIDC data products.</Description><RelatedURLs><RelatedURL><URL>https://nsidc.org/support/how/extract-point-and-area-data-samples-using-appeears</URL><Type>VIEW RELATED INFORMATION</Type><Description>How to extract point and area data</Description><URLContentType>PublicationURL</URLContentType></RelatedURL></RelatedURLs><ToolKeywords><ToolKeyword><ToolTerm>DATA VISUALIZATION</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ANALYSIS</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ACCESS/RETRIEVAL</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA SEARCH</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>GEOGRAPHIC INFORMATION SYSTEMS</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA INTEROPERABILITY</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>DATA REFORMATTING</ToolSpecificTerm></ToolKeyword><ToolKeyword><ToolTerm>DATA CUSTOMIZATION</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>REPROJECTION</ToolSpecificTerm></ToolKeyword><ToolKeyword><ToolTerm>SUBSETTING/SUPERSETTING</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>SPATIAL SUBSETTING</ToolSpecificTerm></ToolKeyword><ToolKeyword><ToolTerm>SUBSETTING/SUPERSETTING</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>TEMPORAL SUBSETTING</ToolSpecificTerm></ToolKeyword><ToolKeyword><ToolTerm>SUBSETTING/SUPERSETTING</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>VARIABLE SUBSETTING</ToolSpecificTerm></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>LP DAAC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>LPDAAC@usgs.gov</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>DEVELOPER</Role><Role>PUBLISHER</Role><Role>SERVICE PROVIDER</Role></Roles><LongName>Land Processes Distributed Active Archive Center</LongName><URLValue>https://lpdaac.usgs.gov/</URLValue><ShortName>LP DAAC</ShortName></Organization></Organizations><VersionDescription>This is the most current release of this tool. Last updated date is unknown.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification><SupportedInputFormats><SupportedInputFormat>HDF-EOS2</SupportedInputFormat><SupportedInputFormat>HDF5</SupportedInputFormat></SupportedInputFormats><SupportedOutputFormats><SupportedOutputFormat>CSV</SupportedOutputFormat><SupportedOutputFormat>GEOTIFF</SupportedOutputFormat><SupportedOutputFormat>HDF-EOS2</SupportedOutputFormat><SupportedOutputFormat>HDF5</SupportedOutputFormat><SupportedOutputFormat>JSON</SupportedOutputFormat></SupportedOutputFormats></umm></umm-t><nsidc><URLValue>https://appeears.earthdatacloud.nasa.gov/</URLValue></nsidc></Value><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>crumlyd</user-id><native-id>mmt_tool_12314</native-id><concept-id>TL4019511337-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>tool</concept-type><revision-date>2026-02-11T17:42:34.275Z</revision-date></meta><umm><URL><Type>GOTO WEB TOOL</Type><URLValue>https://nsidc.org/data/data-access-tool/</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_Data_Access_Tool</Name><Type>Web User Interface</Type><Version>3.1.0</Version><LongName>Data Access Tool</LongName><Description>Filter files before downloading based on date, spatial area, or file name. Choose from various download options, such as Python script. Export bounding boxes as a GeoJSON.</Description><RelatedURLs><RelatedURL><URL>https://nsidc.org/support/how/search-filter-and-order-nsidc-data</URL><Type>VIEW RELATED INFORMATION</Type><Description>How to filter and order from a data set web page</Description><URLContentType>PublicationURL</URLContentType></RelatedURL><RelatedURL><URL>https://nsidc.org/data/user-resources/help-center/how-to-use-earthdata-download</URL><Type>VIEW RELATED INFORMATION</Type><Description>How to use Earthdata Download</Description><URLContentType>PublicationURL</URLContentType></RelatedURL></RelatedURLs><ToolKeywords><ToolKeyword><ToolTerm>DATA SEARCH</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ACCESS/RETRIEVAL</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>NSIDC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>DEVELOPER</Role><Role>PUBLISHER</Role><Role>SERVICE PROVIDER</Role></Roles><LongName>NASA National Snow and Ice Data Center Distributed Active Archive Center</LongName><URLValue>https://nsidc.org/daac/</URLValue><ShortName>NASA NSIDC DAAC</ShortName></Organization></Organizations><LastUpdatedDate>2025-04-16T00:00:00.000Z</LastUpdatedDate><SupportedBrowsers><SupportedBrowser><BrowserName>Chrome</BrowserName></SupportedBrowser><SupportedBrowser><BrowserName>Firefox</BrowserName></SupportedBrowser><SupportedBrowser><BrowserName>Safari</BrowserName></SupportedBrowser></SupportedBrowsers><VersionDescription>See https://github.com/nsidc/data-access-tool-ui/blob/main/CHANGELOG.md for more information on the latest version.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification></umm></umm-t><nsidc><URLValue>https://nsidc.org/data/data-access-tool/</URLValue></nsidc></Value><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>crumlyd</user-id><native-id>mmt_tool_12821</native-id><concept-id>TL4019517520-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>tool</concept-type><revision-date>2026-02-11T17:45:02.724Z</revision-date></meta><umm><URL><Type>GOTO WEB TOOL</Type><URLValue>https://search.earthdata.nasa.gov/search</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_NASA_Earthdata_Search</Name><Type>Web User Interface</Type><Version>1</Version><LongName>NASA Earthdata Search</LongName><Description>Search and order data from all NASA DAACs using spatial and temporal filters in a map interface. Reformatting, reprojecting, and subsetting options are available for some data sets.</Description><RelatedURLs><RelatedURL><URL>https://nsidc.org/support/how/search-order-and-customize-nsidc-daac-data-nasa-earthdata-search</URL><Type>VIEW RELATED INFORMATION</Type><Description>How to search, order, and customize data with NASA Earthdata Search</Description><URLContentType>PublicationURL</URLContentType></RelatedURL></RelatedURLs><ToolKeywords><ToolKeyword><ToolTerm>DATA VISUALIZATION</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA SEARCH</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ACCESS/RETRIEVAL</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>NSIDC DAAC User Services</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>Earthdata Service Desk</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>support@earthdata.nasa.gov</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>AUTHOR</Role><Role>DEVELOPER</Role><Role>ORIGINATOR</Role><Role>PUBLISHER</Role></Roles><LongName>Maintenance and Development, Earth Observing System Data and Information System, Earth Observing System,Goddard Space Flight Center, NASA</LongName><URLValue>http://newsroom.gsfc.nasa.gov/</URLValue><ShortName>NASA/GSFC/EOS/EOSDIS/EMD</ShortName></Organization></Organizations><SupportedBrowsers><SupportedBrowser><BrowserName>Chrome</BrowserName></SupportedBrowser><SupportedBrowser><BrowserName>Firefox</BrowserName></SupportedBrowser><SupportedBrowser><BrowserName>Safari</BrowserName></SupportedBrowser></SupportedBrowsers><VersionDescription>This is the most current release of this tool.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification></umm></umm-t><nsidc><URLValue>https://search.earthdata.nasa.gov/search</URLValue></nsidc></Value><Value><umm-t><meta><format>application/vnd.nasa.cmr.umm+json</format><deleted>false</deleted><user-id>crumlyd</user-id><native-id>mmt_tool_12447</native-id><concept-id>TL4019526230-NSIDC_CPRD</concept-id><provider-id>NSIDC_CPRD</provider-id><revision-id>1</revision-id><concept-type>tool</concept-type><revision-date>2026-02-11T17:47:57.097Z</revision-date></meta><umm><URL><Type>GOTO WEB TOOL</Type><URLValue>https://worldview.earthdata.nasa.gov/</URLValue><URLContentType>DistributionURL</URLContentType></URL><Name>NSIDC_CPRD_WORLDVIEW</Name><Type>Web User Interface</Type><Version>1</Version><LongName>NASA Worldview</LongName><Description>Browse and display global satellite imagery layers from NASA GIBS. Download raw data, share screenshots, and create animations from the imagery.</Description><RelatedURLs><RelatedURL><URL>https://nsidc.org/support/how/visualize-and-download-nsidc-data-nasa-worldview</URL><Type>VIEW RELATED INFORMATION</Type><Description>How to visualize and download data with NASA Worldview</Description><URLContentType>PublicationURL</URLContentType></RelatedURL></RelatedURLs><ToolKeywords><ToolKeyword><ToolTerm>DATA VISUALIZATION</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA SEARCH</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA ACCESS/RETRIEVAL</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>DATA INTEROPERABILITY</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory><ToolSpecificTerm>DATA REFORMATTING</ToolSpecificTerm></ToolKeyword><ToolKeyword><ToolTerm>DATA CUSTOMIZATION</ToolTerm><ToolTopic>DATA MANAGEMENT/DATA HANDLING</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword><ToolKeyword><ToolTerm>GEOGRAPHIC INFORMATION SYSTEMS</ToolTerm><ToolTopic>DATA ANALYSIS AND VISUALIZATION</ToolTopic><ToolCategory>EARTH SCIENCE SERVICES</ToolCategory></ToolKeyword></ToolKeywords><ContactGroups><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>NSIDC User Services Office</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>nsidc@nsidc.org</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup><ContactGroup><Roles><Role>SERVICE PROVIDER</Role></Roles><GroupName>Worldview</GroupName><ContactInformation><ContactMechanisms><ContactMechanism><Type>Email</Type><Value>support@earthdata.nasa.gov</Value></ContactMechanism></ContactMechanisms></ContactInformation></ContactGroup></ContactGroups><Organizations><Organization><Roles><Role>DEVELOPER</Role><Role>PUBLISHER</Role><Role>SERVICE PROVIDER</Role></Roles><LongName>Maintenance and Development, Earth Observing System Data and Information System, Earth Observing System,Goddard Space Flight Center, NASA</LongName><URLValue>http://newsroom.gsfc.nasa.gov/</URLValue><ShortName>NASA/GSFC/EOS/EOSDIS/EMD</ShortName></Organization></Organizations><VersionDescription>See https://github.com/nasa-gibs/worldview/releases for more information on the latest version.</VersionDescription><MetadataSpecification><URL>https://cdn.earthdata.nasa.gov/umm/tool/v1.0</URL><Name>UMM-T</Name><Version>1.0</Version></MetadataSpecification><SupportedOutputFormats><SupportedOutputFormat>GEOTIFF</SupportedOutputFormat><SupportedOutputFormat>GIF</SupportedOutputFormat><SupportedOutputFormat>JPEG</SupportedOutputFormat><SupportedOutputFormat>KML</SupportedOutputFormat><SupportedOutputFormat>PNG</SupportedOutputFormat></SupportedOutputFormats></umm></umm-t><nsidc><URLValue>https://worldview.earthdata.nasa.gov/</URLValue></nsidc></Value></Metadata></Extended_Metadata></DIF>
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