<?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>2026-04-11T21:54:33Z</responseDate><request identifier="SPL3FTA.003" metadataPrefix="dif" verb="GetRecord">http://nsidc.org/api/dataset/metadata/oai</request><GetRecord><record><header><identifier>oai:nsidc.org/SPL3FTA.003</identifier><datestamp>2026-03-03T21:04:15Z</datestamp><setSpec>cumulus</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>SPL3FTA.003</Entry_ID><Entry_Title>SMAP L3 Radar Northern Hemisphere Daily 3 km EASE-Grid Freeze/Thaw State</Entry_Title><Data_Set_Citation><Dataset_Creator>Dunbar, R. S., Xu, X., Colliander, A., Derksen, C., McDonald, K. C., Podest, E., Njoku, E. G., Kimball, J. S. &amp; Kim, Y.</Dataset_Creator><Dataset_Title>SMAP L3 Radar Northern Hemisphere Daily 3 km EASE-Grid Freeze/Thaw State</Dataset_Title><Dataset_Release_Date>2016-04-29</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/CPSA0M496MGB</Dataset_DOI><Online_Resource>https://nsidc.org/sites/default/files/spl3fta-v003-userguide.pdf</Online_Resource><Dataset_Series_Name>SPL3FTA</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>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>SPECTRAL/ENGINEERING</Topic><Term>RADAR</Term><Variable_Level_1>SIGMA NAUGHT</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>Radar</Keyword><Keyword>Seasonal Freeze/thaw</Keyword><Keyword>SMAP-project</Keyword><Keyword>SMAP-project-L3</Keyword><Keyword>Soil Moisture Active Passive</Keyword><Sensor_Name><Short_Name>SMAP L-BAND RADAR</Short_Name><Long_Name>SMAP L-Band Radar</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>2015-04-13</Start_Date><Stop_Date>2015-07-07</Stop_Date></Temporal_Coverage><Data_Set_Progress>complete</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><Location><Location_Category>GEOGRAPHIC REGION</Location_Category><Location_Type>NORTHERN HEMISPHERE</Location_Type></Location><Data_Resolution><Latitude_Resolution>3 km</Latitude_Resolution><Longitude_Resolution>3 km</Longitude_Resolution><Temporal_Resolution>1 day</Temporal_Resolution></Data_Resolution><Quality>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 are freely, openly, and fully accessible, provided that you are logged into your NASA Earthdata profile (https://urs.earthdata.nasa.gov/).</Access_Constraints><Use_Constraints>These data are freely, openly, and fully available to use without restrictions, provided that you cite the data according to the recommended citation at https://nsidc.org/about/use_copyright.html. 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_Size>673 MB</Distribution_Size><Distribution_Format>HDF5</Distribution_Format></Distribution><Reference>Brodzik, M. J., B. Billingsley, T. Haran, B. Raup, and M. H. Savoie. 2012. EASE-Grid 2.0: Incremental but significant improvements for Earth-gridded data sets. ISPRS Int. J. Geo-Inf. 1(1):32-45. http://dx.doi.org/10.3390/ijgi1010032.

Brodzik, M. J., B. Billingsley, T. Haran, B. Raup, and M. H. Savoie. 2014. Correction: Brodzik, M. J. et al. EASE-Grid 2.0: Incremental but significant improvements for Earth-gridded data sets. ISPRS Int. J. Geo-Inf 2012. 1(1):32-45 ISPRS Int. J. Geo-Inf. 3(3):1154-1156. http://dx.doi.org/10.3390/ijgi3031154.

Entekhabi, D. et al. 2014. SMAP Handbook&#x2013;Soil Moisture Active Passive: Mapping Soil Moisture and Freeze/Thaw from Space. Pasadena, CA USA: SMAP Project, JPL CL#14-2285, Jet Propulsion Laboratory.

Derksen, C., X. Xu,, R. S. Dunbar, and A. Colliander. 2016. Soil Moisture Active Passive (SMAP) Project Calibration and Validation for the L3_FT_A Validated-Release Data Product (Version 3).SMAP Project, JPL D-93721. Jet Propulsion Laboratory, Pasadena, CA. (http://nsidc.org/data/docs/daac/smap/sp_l3_fta/pdfs/SMAP L3_FT_A Validated Assessment Report Final.pdf, 1.4 MB)

Derksen, C., X. Xu, R. S. Dunbar, A. Colliander, J. Kimball, and Y. Kim. 2015. Calibration and Validation for the L3_FT_A Beta-Release Data Product. SMAP Project, D-93983. Jet Propulsion Laboratory, Pasadena, CA. (http://nsidc.org/data/docs/daac/smap/sp_l3_fta/pdfs/SMAP L3_FT_A Beta-Level Assessment Report FINAL2.pdf, 7.7 MB)

Dunbar, S., X. Xu, A. Colliander, C. Derksen, K. McDonald, E. Podest. E .Njoku, J. Kimball, and Y. Kim. 2014. Algorithm Theoretical Basis Document (ATBD): SMAP level 3 radar freeze/thaw data product (L3_FT_A). SMAP Project, Jet Propulsion Laboratory, Pasadena, CA. (http://nsidc.org/data/docs/daac/smap/sp_l3_fta/pdfs/274_L3_FT_A_RevA_web.pdf, 4.8 MB)

Dunbar, S. 2015. SMAP Level 3 Freeze-Thaw (L3_FT_A) Product Specification Document. SMAP Project, JPL D-72549. Jet Propulsion Laboratory, Pasadena, CA. (http://nsidc.org/data/docs/daac/smap/sp_l3_fta/pdfs/D-72549_SMAP L3_FT_A PSD_10122015_wo-sigs.pdf, 0.5 MB)

Frolking S., K. McDonald, J. Kimball, R. Zimmermann, J. B. Way and S. W. Running. 1999. Using the space-borne NASA Scatterometer (NSCAT) to determine the frozen and thawed seasons of a boreal landscape. Journal of Geophysical Research, 104(D22), 27,895-27,907.

Kim, Y., J. S. Kimball, K. Zhang, and K. C. McDonald, 2012. Satellite detection of increasing northern hemisphere non-frozen seasons from 1979 to 2008: implications for regional vegetation growth. Remote Sensing of Environment, 121, 472&#x2013;487.

Kim, Y., J. S. Kimball, J. Glassy, and K. C. McDonald. 2014. MEaSUREs Global Record of Daily Landscape Freeze/Thaw Status. Version 3. [indicate subset used]. Boulder, Colorado USA: NASA National Snow and Ice Data Center Distributed Active Archive Center. http://dx.doi.org/10.5067/MEASURES/CRYOSPHERE/nsidc-0477.003.

Kim, Y., J.S. Kimball, K.C. McDonald and J. Glassy, 2011. Developing a global data record of daily landscape freeze/thaw status using satellite passive microwave remote sensing. IEEE Transactions on Geoscience and Remote Sensing 49, 949-960.

Kimball, J., K. McDonald, A. Keyser, S. Frolking, and S. Running. 2001. Application of the NASA Scatterometer (NSCAT) for Classifying the Daily Frozen and Non-Frozen Landscape of Alaska, Remote Sensing of Environment, 75, 113-126.

Kimball, J.S., K.C. McDonald, S.W. Running, and S. Frolking. 2004a. Satellite radar remote sensing of seasonal growing seasons for boreal and subalpine evergreen forests. Remote Sensing of Environment, 90, 243-258.

Kimball, J.S., M. Zhao, K.C. McDonald, F.A. Heinsch, and S. Running. 2004b. Satellite observations of annual variability in terrestrial carbon cycles and seasonal growing seasons at high northern latitudes. In Microwave Remote Sensing of the Atmosphere and Environment IV, G. Skofronick Jackson and S. Uratsuka (Eds.), Proceedings of SPIE &#x2013; The International Society for Optical Engineering, 5654, 244-254.

McDonald, K.C., J.S. Kimball, E. Njoku, R. Zimmermann, and M. Zhao. 2004. Variability in springtime thaw in the terrestrial high latitudes: Monitoring a major control on the biospheric assimilation of atmospheric CO2 with spaceborne microwave remote sensing. Earth Interactions, 8(20), 1-23.

Podest, E., K.C. McDonald, and J.S. Kimball. 2014. Multi-sensor microwave sensitivity to freeze-thaw dynamics across a complex boreal landscape. Transactions in Geoscience and Remote Sensing, 52, 6818-6828.

Rawlins, M.A, K.C. McDonald, S. Frolking, R.B. Lammers, M. Fahnestock, J.S. Kimball, C.J. Vorosmarty. 2005. Remote Sensing of Pan-Arctic Snowpack Thaw Using the SeaWinds Scatterometer, Journal of Hydrology, 312/1-4, 294-311.

Rignot E., and Way, J.B. 1994. Monitoring freeze-thaw cycles along north-south Alaskan transects using ERS-1 SAR, Remote Sensing of Environment, 49, 131-137. 


Rignot, E., Way, J.B., McDonald, K., Viereck, L., Williams, C., Adams, P., Payne, C., Wood, W., and Shi, J. 1994. Monitoring of environmental conditions in taiga forests using ERS-1 SAR, Remote Sensing of Environment, 49, 145-154.

Way, J. B., R. Zimmermann, E. Rignot, K. McDonald, and R. Oren. 1997. Winter and Spring Thaw as Observed with Imaging Radar at BOREAS, Journal of Geophysical Research, 102(D24), 29673-29684.

Wismann, V. 2000. Monitoring of seasonal thawing in Siberia with ERS scatterometer data. IEEE Transactions on Geoscience and Remote Sensing, 38, 1804&#x2013;1809.</Reference><Summary><Abstract>This Level-3 (L3) product provides a daily composite of Northern Hemisphere landscape freeze/thaw conditions retrieved by the Soil Moisture Active Passive (SMAP) radar from 6:00 a.m. descending and 6:00 p.m. ascending half-orbit passes. SMAP L-band backscatter data are used to derive freeze/thaw data, which are then resampled to an Earth-fixed, Northern Hemisphere azimuthal 3 km Equal-Area Scalable Earth Grid, Version 2.0 (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/spl3fta-v003-userguide.pdf</URL><Description>SMAP L3 Radar Northern Hemisphere Daily 3 km EASE-Grid Freeze/Thaw State, Version 3 User Guide</Description></Related_URL><Related_URL><URL_Content_Type><Type>GET DATA</Type></URL_Content_Type><URL>https://search.earthdata.nasa.gov/search/granules?p=C2872766057-NSIDC_CPRD</URL><Description>Earthdata Search</Description></Related_URL><Related_URL><URL_Content_Type><Type>GET RELATED VISUALIZATION</Type></URL_Content_Type><URL>https://worldview.earthdata.nasa.gov/?v=-4063232,-3477504,4063232,3477504&amp;p=arctic&amp;l=Coastlines_15m,SMAP_L3_Active_Day_Freeze_Thaw,MODIS_Terra_CorrectedReflectance_TrueColor&amp;t=2015-04-14</URL><Description>Worldview</Description></Related_URL><Related_URL><URL_Content_Type><Type>GET DATA</Type></URL_Content_Type><URL>https://cmr.earthdata.nasa.gov/virtual-directory/collections/C2872766057-NSIDC_CPRD</URL><Description>HTTPS</Description></Related_URL><Related_URL><URL_Content_Type><Type>GET DATA</Type></URL_Content_Type><URL>https://nsidc.org/data/data-access-tool/SPL3FTA/versions/3/</URL><Description>Data Access Tool</Description></Related_URL><Related_URL><URL_Content_Type><Type>GET DATA</Type></URL_Content_Type><URL>https://earthaccess.readthedocs.io/en/stable/</URL><Description>earthaccess</Description></Related_URL><Metadata_Name>CEOS IDN DIF</Metadata_Name><Metadata_Version>VERSION 9.9</Metadata_Version><DIF_Creation_Date>2016-04-29</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:
			&lt;ul&gt;&lt;li&gt;Transitioned to Validated-Stage 2&lt;/li&gt;
				&lt;li&gt;Uses SPL1CS0 V3 Validated data as input&lt;/li&gt;
				&lt;li&gt;Using full swath except for nadir-anomaly flagged areas to provide better coverage&lt;/li&gt;
				&lt;li&gt;Resolved some flag and fillValue errors&lt;/li&gt;
			&lt;/ul&gt;

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>R13080</number><summary>Changed with Version 3 update. </summary><start_datetime>2015-04-13</start_datetime><end_datetime>2015-07-07</end_datetime><view_order>1</view_order></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Current Version</Name><Value>1</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></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Level of Service</Name><Value><Level>Comprehensive</Level></Value></Metadata><Metadata><Group>NSIDC</Group><Name>Full Dataset Citation</Name><Value>Dunbar, R. S., Xu, X., Colliander, A., Derksen, C., McDonald, K. C., Podest, E., Njoku, E. G., Kimball, J. S. &amp; Kim, Y. (2016). &lt;i&gt;SMAP L3 Radar Northern Hemisphere Daily 3 km EASE-Grid Freeze/Thaw State&lt;/i&gt;. (SPL3FTA, 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/CPSA0M496MGB"&gt;https://doi.org/10.5067/CPSA0M496MGB&lt;/a&gt;. 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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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