{"id":"https://openalex.org/W3081052822","doi":"https://doi.org/10.3390/rs12172733","title":"Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem","display_name":"Remote Sensing-Informed Zonation for Understanding Snow, Plant and Soil Moisture Dynamics within a Mountain Ecosystem","publication_year":2020,"publication_date":"2020-08-24","ids":{"openalex":"https://openalex.org/W3081052822","doi":"https://doi.org/10.3390/rs12172733","mag":"3081052822"},"language":"en","primary_location":{"id":"doi:10.3390/rs12172733","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172733","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2733/pdf?version=1598267301","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/17/2733/pdf?version=1598267301","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032319633","display_name":"J. Devadoss","orcid":"https://orcid.org/0000-0002-9718-7216"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jashvina Devadoss","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University, 500 W 120th Street, New York, NY 10027, USA","Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0002-9718-7216","affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, 500 W 120th Street, New York, NY 10027, USA","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040558555","display_name":"Nicola Falco","orcid":"https://orcid.org/0000-0003-3307-6098"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicola Falco","raw_affiliation_strings":["Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0003-3307-6098","affiliations":[{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049879840","display_name":"Baptiste Dafflon","orcid":"https://orcid.org/0000-0001-9871-5650"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baptiste Dafflon","raw_affiliation_strings":["Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0001-9871-5650","affiliations":[{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014209482","display_name":"Yuxin Wu","orcid":"https://orcid.org/0000-0002-6953-0179"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuxin Wu","raw_affiliation_strings":["Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0002-6953-0179","affiliations":[{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062209274","display_name":"Maya Franklin","orcid":"https://orcid.org/0000-0002-4804-3267"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maya Franklin","raw_affiliation_strings":["Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":"https://orcid.org/0000-0002-4804-3267","affiliations":[{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084421734","display_name":"Anna L. Hermes","orcid":"https://orcid.org/0000-0001-6499-1657"},"institutions":[{"id":"https://openalex.org/I182286215","display_name":"Institute of Arctic and Alpine Research","ror":"https://ror.org/00924z688","country_code":"US","type":"facility","lineage":["https://openalex.org/I182286215","https://openalex.org/I188538660"]},{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Hermes","raw_affiliation_strings":["Environmental Studies Program, University of Colorado at Boulder, Boulder, CO 80303, USA","Institute of Arctic and Alpine Research, University of Colorado at Boulder, 4001 Discovery Drive, Boulder, CO 80303, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Environmental Studies Program, University of Colorado at Boulder, Boulder, CO 80303, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Institute of Arctic and Alpine Research, University of Colorado at Boulder, 4001 Discovery Drive, Boulder, CO 80303, USA","institution_ids":["https://openalex.org/I182286215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068287541","display_name":"Eve\u2010Lyn S. Hinckley","orcid":"https://orcid.org/0000-0002-7081-0530"},"institutions":[{"id":"https://openalex.org/I182286215","display_name":"Institute of Arctic and Alpine Research","ror":"https://ror.org/00924z688","country_code":"US","type":"facility","lineage":["https://openalex.org/I182286215","https://openalex.org/I188538660"]},{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eve-Lyn S. Hinckley","raw_affiliation_strings":["Environmental Studies Program, University of Colorado at Boulder, Boulder, CO 80303, USA","Institute of Arctic and Alpine Research, University of Colorado at Boulder, 4001 Discovery Drive, Boulder, CO 80303, USA"],"raw_orcid":"https://orcid.org/0000-0002-7081-0530","affiliations":[{"raw_affiliation_string":"Environmental Studies Program, University of Colorado at Boulder, Boulder, CO 80303, USA","institution_ids":["https://openalex.org/I188538660"]},{"raw_affiliation_string":"Institute of Arctic and Alpine Research, University of Colorado at Boulder, 4001 Discovery Drive, Boulder, CO 80303, USA","institution_ids":["https://openalex.org/I182286215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026050568","display_name":"Haruko Wainwright","orcid":"https://orcid.org/0000-0002-2140-6072"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haruko Wainwright","raw_affiliation_strings":["Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, 1 Cyclotron Road, Berkeley, CA 94720, USA","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5032319633"],"corresponding_institution_ids":["https://openalex.org/I148283060","https://openalex.org/I78577930"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.0518,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91155262,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"12","issue":"17","first_page":"2733","last_page":"2733"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13388","display_name":"Rangeland and Wildlife Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13388","display_name":"Rangeland and Wildlife Management","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10535","display_name":"Landslides and related hazards","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/snowmelt","display_name":"Snowmelt","score":0.7929304838180542},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6077861785888672},{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.5891996026039124},{"id":"https://openalex.org/keywords/topographic-wetness-index","display_name":"Topographic Wetness Index","score":0.5721014142036438},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5541115999221802},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5441388487815857},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.4877258241176605},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46919533610343933},{"id":"https://openalex.org/keywords/watershed","display_name":"Watershed","score":0.451826274394989},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.37596195936203003},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3729511499404907},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.3691205382347107},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.3445582389831543},{"id":"https://openalex.org/keywords/digital-elevation-model","display_name":"Digital elevation model","score":0.2906274199485779},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.13334119319915771},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1193513572216034},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07802993059158325}],"concepts":[{"id":"https://openalex.org/C64649846","wikidata":"https://www.wikidata.org/wiki/Q1754697","display_name":"Snowmelt","level":3,"score":0.7929304838180542},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6077861785888672},{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.5891996026039124},{"id":"https://openalex.org/C2776898743","wikidata":"https://www.wikidata.org/wiki/Q18353408","display_name":"Topographic Wetness Index","level":3,"score":0.5721014142036438},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5541115999221802},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5441388487815857},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.4877258241176605},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46919533610343933},{"id":"https://openalex.org/C150547873","wikidata":"https://www.wikidata.org/wiki/Q947851","display_name":"Watershed","level":2,"score":0.451826274394989},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.37596195936203003},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3729511499404907},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.3691205382347107},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.3445582389831543},{"id":"https://openalex.org/C181843262","wikidata":"https://www.wikidata.org/wiki/Q640492","display_name":"Digital elevation model","level":2,"score":0.2906274199485779},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.13334119319915771},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1193513572216034},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07802993059158325},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs12172733","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172733","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2733/pdf?version=1598267301","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:15c73894d3dc4dad8c32727c296fd37d","is_oa":true,"landing_page_url":"https://doaj.org/article/15c73894d3dc4dad8c32727c296fd37d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 17, p 2733 (2020)","raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt6fp9q4pz","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/6fp9q4pz","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, vol 12, iss 17","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/17/2733/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12172733","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 17; Pages: 2733","raw_type":"Text"},{"id":"pmh:oai:osti.gov:1650228","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1650228","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1695759","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1695759","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.3390/rs12172733","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12172733","pdf_url":"https://www.mdpi.com/2072-4292/12/17/2733/pdf?version=1598267301","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.5}],"awards":[{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1311044274","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320337513","funder_display_name":"Workforce Development for Teachers and Scientists"},{"id":"https://openalex.org/G1337544421","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320337509","funder_display_name":"Biological and Environmental Research"},{"id":"https://openalex.org/G2157933607","display_name":null,"funder_award_id":"1637686","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3083819904","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3944918260","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4565140552","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4751589730","display_name":null,"funder_award_id":"DE-AC02-05CH11231.r","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6348972864","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6558272803","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7233692708","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7354628648","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G7629237052","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320337509","funder_display_name":"Biological and Environmental Research"},{"id":"https://openalex.org/G7787287669","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320337509","funder_display_name":"Biological and Environmental Research"},{"id":"https://openalex.org/G8306346728","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G8745373411","display_name":null,"funder_award_id":"DE-AC02-05CH11231.","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G878410163","display_name":null,"funder_award_id":"DEB-1637686","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8903227471","display_name":null,"funder_award_id":"DE-AC02-05CH11231.","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337509","display_name":"Biological and Environmental Research","ror":"https://ror.org/0114b2m14"},{"id":"https://openalex.org/F4320337513","display_name":"Workforce Development for Teachers and Scientists","ror":"https://ror.org/05msy3529"},{"id":"https://openalex.org/F4320338292","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081052822.pdf","grobid_xml":"https://content.openalex.org/works/W3081052822.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W99853961","https://openalex.org/W273955616","https://openalex.org/W800765199","https://openalex.org/W1565635109","https://openalex.org/W1684833248","https://openalex.org/W1875480556","https://openalex.org/W1977155123","https://openalex.org/W1982065341","https://openalex.org/W1983513512","https://openalex.org/W1988645116","https://openalex.org/W1990082322","https://openalex.org/W1998025025","https://openalex.org/W2001281641","https://openalex.org/W2013565030","https://openalex.org/W2016381774","https://openalex.org/W2037744170","https://openalex.org/W2044424407","https://openalex.org/W2063544218","https://openalex.org/W2063623478","https://openalex.org/W2069451844","https://openalex.org/W2070817134","https://openalex.org/W2076714162","https://openalex.org/W2084542432","https://openalex.org/W2098009954","https://openalex.org/W2098267839","https://openalex.org/W2105339792","https://openalex.org/W2114004961","https://openalex.org/W2117304621","https://openalex.org/W2122400352","https://openalex.org/W2138446483","https://openalex.org/W2163989191","https://openalex.org/W2283727311","https://openalex.org/W2333322545","https://openalex.org/W2490445087","https://openalex.org/W2524994297","https://openalex.org/W2599868771","https://openalex.org/W2611755363","https://openalex.org/W2787894218","https://openalex.org/W2789540774","https://openalex.org/W2894238602","https://openalex.org/W2911964244","https://openalex.org/W2913323966","https://openalex.org/W2921860422","https://openalex.org/W2923222994","https://openalex.org/W2946779950","https://openalex.org/W2957632528","https://openalex.org/W2993392523","https://openalex.org/W3022515245","https://openalex.org/W4235298846","https://openalex.org/W4320342683","https://openalex.org/W4320342696","https://openalex.org/W6610017368","https://openalex.org/W6647581068","https://openalex.org/W6653834193","https://openalex.org/W6684097702"],"related_works":["https://openalex.org/W277764685","https://openalex.org/W786988240","https://openalex.org/W294487563","https://openalex.org/W1998082098","https://openalex.org/W1550223836","https://openalex.org/W3139757586","https://openalex.org/W2353299047","https://openalex.org/W4309718285","https://openalex.org/W147539271","https://openalex.org/W2171554114"],"abstract_inverted_index":{"In":[0,87,310],"the":[1,5,33,92,103,147,150,210,216,222,355],"headwater":[2],"catchments":[3],"of":[4,115,128,132,149,172,212,248],"Rocky":[6],"Mountains,":[7],"plant":[8,76,100,176,194,268],"productivity":[9,282,299],"and":[10,31,38,75,99,175,184,196,205,239,257,300,306,315,343,346],"its":[11],"dynamics":[12,25,77,101,177],"are":[13,46,55,188,225,234,252],"largely":[14],"dependent":[15],"upon":[16],"water":[17],"availability,":[18],"which":[19,251],"is":[20,41,274,295],"influenced":[21,56],"by":[22,57,154,279],"changing":[23],"snowmelt":[24,174],"associated":[26,189,226,235,253,275,296],"with":[27,190,227,236,246,254,276,284,297],"climate":[28],"change.":[29],"Understanding":[30],"quantifying":[32],"interactions":[34,45],"between":[35,304],"snow,":[36],"plants":[37],"soil":[39,97,197,312,325],"moisture":[40,98,289,308,313,326],"challenging,":[42],"since":[43],"these":[44,186],"highly":[47,231],"heterogeneous":[48],"in":[49,64,102,244,287,354],"mountainous":[50],"terrain,":[51],"particularly":[52],"as":[53],"they":[54],"microtopography":[58],"within":[59],"a":[60,112,129,170,323],"hillslope.":[61],"Recent":[62],"advances":[63],"satellite":[65],"remote":[66],"sensing":[67],"have":[68,159],"created":[69],"an":[70],"opportunity":[71],"for":[72],"monitoring":[73],"snow":[74],"at":[78],"high":[79,240,255,305],"spatiotemporal":[80],"resolutions":[81],"that":[82,158,166,178,185,221,319],"can":[83,331],"capture":[84],"microtopographic":[85,229],"effects.":[86],"this":[88],"study,":[89],"we":[90,139],"investigate":[91],"relationships":[93],"among":[94],"topography,":[95],"snowmelt,":[96],"East":[104],"River":[105],"watershed,":[106],"Crested":[107],"Butte,":[108],"Colorado,":[109],"based":[110],"on":[111,215],"time":[113,151,162],"series":[114],"3-meter":[116],"resolution":[117],"PlanetScope":[118],"normalized":[119],"difference":[120],"vegetation":[121],"index":[122],"(NDVI)":[123],"images.":[124],"To":[125],"make":[126],"use":[127,140],"large":[130],"volume":[131],"high-resolution":[133,334],"time-lapse":[134,335],"images":[135,137,153,336],"(17":[136],"total),":[138],"unsupervised":[141],"machine":[142],"learning":[143],"methods":[144],"to":[145,208,266,337,351],"reduce":[146],"dimensionality":[148],"lapse":[152],"identifying":[155],"spatial":[156],"zones":[157,183,187,224,233,247,263,277],"characteristic":[160],"NDVI":[161],"series.":[163],"We":[164,199],"hypothesize":[165],"each":[167,320],"zone":[168,321],"represents":[169],"set":[171],"similar":[173,301],"differ":[179],"from":[180],"other":[181],"identified":[182,223],"key":[191],"topographic":[192,241,259],"features,":[193],"species":[195,269],"moisture.":[198],"compare":[200],"different":[201],"distance":[202],"measures":[203],"(Ward":[204],"complete":[206],"linkage)":[207],"understand":[209],"effects":[211],"their":[213],"influence":[214],"zonation":[217],"map.":[218],"Results":[219],"show":[220],"particular":[228,267],"features;":[230],"productive":[232],"low":[237,249,258,288,298,307],"slopes":[238,256],"wetness":[242,260],"index,":[243],"contrast":[245],"productivity,":[250],"index.":[261],"The":[262],"also":[264],"correspond":[265],"distributions;":[270],"higher":[271,280,292],"forb":[272],"coverage":[273,294],"characterized":[278],"peak":[281],"combined":[283],"rapid":[285],"senescence":[286,302],"conditions,":[290],"while":[291],"sagebrush":[293],"patterns":[303],"conditions.":[309],"addition,":[311],"probe":[314],"sensor":[316,344],"data":[317],"confirm":[318],"has":[322],"unique":[324],"distribution.":[327],"This":[328],"cluster-based":[329],"analysis":[330],"tractably":[332],"analyze":[333],"examine":[338],"plant-soil-snow":[339],"interactions,":[340],"guide":[341],"sampling":[342],"placements":[345],"identify":[347],"areas":[348],"likely":[349],"vulnerable":[350],"ecological":[352],"change":[353],"future.":[356]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2025-10-10T00:00:00"}
