{"id":"https://openalex.org/W4394596528","doi":"https://doi.org/10.1109/jstars.2024.3386834","title":"Computationally Efficient Retrieval of Snow Surface Properties From Spaceborne Imaging Spectroscopy Measurements Through Dimensionality Reduction Using K-Means Clustering","display_name":"Computationally Efficient Retrieval of Snow Surface Properties From Spaceborne Imaging Spectroscopy Measurements Through Dimensionality Reduction Using K-Means Clustering","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394596528","doi":"https://doi.org/10.1109/jstars.2024.3386834"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3386834","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3386834","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10495100.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10495100.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026445894","display_name":"Brenton A. Wilder","orcid":"https://orcid.org/0000-0003-3340-7862"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Brenton A. Wilder","raw_affiliation_strings":["Department of Geosciences, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100604543","display_name":"Christine Lee","orcid":"https://orcid.org/0000-0003-1615-236X"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christine M. Lee","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062659533","display_name":"Adam Chlus","orcid":"https://orcid.org/0000-0001-6719-9956"},"institutions":[{"id":"https://openalex.org/I1334627681","display_name":"Jet Propulsion Laboratory","ror":"https://ror.org/027k65916","country_code":"US","type":"facility","lineage":["https://openalex.org/I122411786","https://openalex.org/I1334627681","https://openalex.org/I4210124779"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Chlus","raw_affiliation_strings":["Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I1334627681"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002766492","display_name":"Hans\u2010Peter Marshall","orcid":"https://orcid.org/0000-0002-4852-5637"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hans-Peter Marshall","raw_affiliation_strings":["Department of Geosciences, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022609576","display_name":"Jodi Brandt","orcid":"https://orcid.org/0000-0002-1954-5997"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jodi Brandt","raw_affiliation_strings":["Human-Environment Systems, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Human-Environment Systems, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087502983","display_name":"A. M. Kinoshita","orcid":"https://orcid.org/0000-0002-2283-4490"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alicia M. Kinoshita","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, San Diego State University, San Diego, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, San Diego State University, San Diego, CA, USA","institution_ids":["https://openalex.org/I26538001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042797401","display_name":"Josh Enterkine","orcid":"https://orcid.org/0000-0001-6956-3619"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Enterkine","raw_affiliation_strings":["Department of Geosciences, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089615022","display_name":"Thomas Van Der Weide","orcid":"https://orcid.org/0000-0001-6691-2473"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas Van Der Weide","raw_affiliation_strings":["Department of Geosciences, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010694911","display_name":"Nancy F. Glenn","orcid":"https://orcid.org/0000-0003-2124-7654"},"institutions":[{"id":"https://openalex.org/I120156002","display_name":"Boise State University","ror":"https://ror.org/02e3zdp86","country_code":"US","type":"education","lineage":["https://openalex.org/I120156002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nancy F. Glenn","raw_affiliation_strings":["Department of Geosciences, Boise State University, Boise, ID, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geosciences, Boise State University, Boise, ID, USA","institution_ids":["https://openalex.org/I120156002"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5026445894"],"corresponding_institution_ids":["https://openalex.org/I120156002"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.3766,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55048146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"17","issue":null,"first_page":"8594","last_page":"8605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":1.0,"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/T11333","display_name":"Climate change and permafrost","score":0.9977999925613403,"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/T11459","display_name":"Arctic and Antarctic ice dynamics","score":0.9930999875068665,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/snow","display_name":"Snow","score":0.8802578449249268},{"id":"https://openalex.org/keywords/snowpack","display_name":"Snowpack","score":0.7606588006019592},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.716032087802887},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6055202484130859},{"id":"https://openalex.org/keywords/radiance","display_name":"Radiance","score":0.5295482873916626},{"id":"https://openalex.org/keywords/terrain","display_name":"Terrain","score":0.4741237461566925},{"id":"https://openalex.org/keywords/albedo","display_name":"Albedo (alchemy)","score":0.4542142152786255},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.34536248445510864},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2954944968223572},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13082841038703918}],"concepts":[{"id":"https://openalex.org/C197046000","wikidata":"https://www.wikidata.org/wiki/Q7561","display_name":"Snow","level":2,"score":0.8802578449249268},{"id":"https://openalex.org/C2778877292","wikidata":"https://www.wikidata.org/wiki/Q18575846","display_name":"Snowpack","level":3,"score":0.7606588006019592},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.716032087802887},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6055202484130859},{"id":"https://openalex.org/C23690007","wikidata":"https://www.wikidata.org/wiki/Q1411145","display_name":"Radiance","level":2,"score":0.5295482873916626},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.4741237461566925},{"id":"https://openalex.org/C195886398","wikidata":"https://www.wikidata.org/wiki/Q2110050","display_name":"Albedo (alchemy)","level":3,"score":0.4542142152786255},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.34536248445510864},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2954944968223572},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13082841038703918},{"id":"https://openalex.org/C554144382","wikidata":"https://www.wikidata.org/wiki/Q213156","display_name":"Performance art","level":2,"score":0.0},{"id":"https://openalex.org/C52119013","wikidata":"https://www.wikidata.org/wiki/Q50637","display_name":"Art history","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3386834","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3386834","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10495100.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:89baf3427b854b20be1579fa291b913f","is_oa":true,"landing_page_url":"https://doaj.org/article/89baf3427b854b20be1579fa291b913f","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 8594-8605 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3386834","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3386834","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10495100.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394596528.pdf","grobid_xml":"https://content.openalex.org/works/W4394596528.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W6518664","https://openalex.org/W1610125588","https://openalex.org/W1651229390","https://openalex.org/W1988562560","https://openalex.org/W1989907325","https://openalex.org/W1995343013","https://openalex.org/W2003636035","https://openalex.org/W2010421754","https://openalex.org/W2014194916","https://openalex.org/W2034409215","https://openalex.org/W2035992042","https://openalex.org/W2040001180","https://openalex.org/W2045276693","https://openalex.org/W2046278200","https://openalex.org/W2052150093","https://openalex.org/W2054690261","https://openalex.org/W2098457685","https://openalex.org/W2101278333","https://openalex.org/W2103055462","https://openalex.org/W2103721688","https://openalex.org/W2110456190","https://openalex.org/W2144548662","https://openalex.org/W2155069722","https://openalex.org/W2170023964","https://openalex.org/W2322124281","https://openalex.org/W2463513384","https://openalex.org/W2886418065","https://openalex.org/W2888945633","https://openalex.org/W2913356454","https://openalex.org/W2946644377","https://openalex.org/W2957632528","https://openalex.org/W2999962083","https://openalex.org/W3004312718","https://openalex.org/W3014270046","https://openalex.org/W3112911234","https://openalex.org/W3164436820","https://openalex.org/W3164997792","https://openalex.org/W3188337874","https://openalex.org/W3202025791","https://openalex.org/W3210106162","https://openalex.org/W4206451075","https://openalex.org/W4228996470","https://openalex.org/W4250699182","https://openalex.org/W4306844431","https://openalex.org/W4312204429","https://openalex.org/W4319780086","https://openalex.org/W4320727031","https://openalex.org/W4378966281","https://openalex.org/W4379379739","https://openalex.org/W4387721546","https://openalex.org/W4387829419","https://openalex.org/W4388879391","https://openalex.org/W6600289338","https://openalex.org/W6853218213","https://openalex.org/W6929527668","https://openalex.org/W7008635744"],"related_works":["https://openalex.org/W2110091907","https://openalex.org/W253341182","https://openalex.org/W2187012855","https://openalex.org/W2334725915","https://openalex.org/W3170438605","https://openalex.org/W141901520","https://openalex.org/W2282506930","https://openalex.org/W2794575618","https://openalex.org/W2038298935","https://openalex.org/W2050853938"],"abstract_inverted_index":{"Snow":[0,55,165],"albedo":[1],"is":[2,135,221],"a":[3],"crucial":[4],"component":[5],"to":[6,51,128,145,161,229,235],"the":[7,22,97,121,124,129,192,236,247],"energy":[8],"balance":[9],"of":[10,70,96,113,120,123],"our":[11,176],"seasonal":[12],"snowpack":[13],"on":[14,117],"Earth,":[15],"reflecting":[16],"incoming":[17],"solar":[18],"irradiance,":[19],"and":[20,39,60,197,210,218,226,239,241],"altering":[21],"earth":[23],"system.":[24],"Seasonal":[25],"snow":[26,61,81,99,231],"surface":[27,63,204],"properties":[28,82,166],"undergo":[29],"constant":[30],"change":[31],"(e.g.,":[32],"melt-freeze":[33],"cycle,":[34],"faceting,":[35],"sublimation,":[36],"windblown":[37],"compaction)":[38],"have":[40],"high":[41],"spatial":[42],"variability,":[43],"especially":[44],"in":[45,107,191,215,223],"mountain":[46],"regions,":[47],"making":[48],"it":[49],"difficult":[50],"scale":[52,146],"ground":[53],"measurements.":[54],"albedo,":[56],"fractional":[57],"snow-covered":[58],"area,":[59],"specific":[62,203],"area":[64,205],"can":[65],"be":[66],"modeled":[67],"using":[68],"top":[69],"atmosphere":[71],"radiance":[72,186],"measurements":[73],"from":[74,195],"spaceborne":[75],"imaging":[76],"spectroscopy.":[77],"We":[78,150,174],"model":[79],"these":[80],"by":[83,110,139],"testing":[84],"inversions":[85],"geared":[86],"specifically":[87],"for":[88,246],"complex":[89],"topography,":[90],"as":[91,93,154,162],"well":[92],"incorporating":[94],"impacts":[95],"mixed":[98],"pixel.":[100],"Additionally,":[101],"we":[102,159],"avoid":[103],"computing":[104],"every":[105],"pixel":[106],"an":[108,155],"image":[109],"creating":[111],"tens-of-thousands":[112],"k-means":[114],"clusters":[115],"based":[116],"rounded":[118],"values":[119],"cosine":[122],"local":[125],"illumination":[126],"angle":[127],"nearest":[130],"ten-thousandth":[131],"digit.":[132],"This":[133],"computation":[134],"further":[136],"sped":[137],"up":[138],"leveraging":[140],"Message":[141],"Passing":[142],"Interface":[143],"(MPI)":[144],"with":[147,178,200],"more":[148],"nodes.":[149],"present":[151],"this":[152],"work":[153,214,220],"open-source":[156],"algorithm,":[157],"which":[158],"refer":[160],"Global":[163],"Optical":[164],"via":[167],"High-speed":[168],"Algorithm":[169],"With":[170],"K-means":[171],"clustering":[172],"(GOSHAWK).":[173],"validate":[175],"algorithm":[177,216],"PRecursore":[179],"IperSpettrale":[180],"della":[181],"Missione":[182],"Applicativa":[183],"(PRISMA)":[184],"L1":[185],"imagery":[187],"across":[188],"eight":[189],"sites":[190],"Northern":[193],"Hemisphere":[194],"2021-2023":[196],"compare":[198],"outputs":[199],"field":[201],"spectroscopy,":[202],"measurements,":[206],"airborne":[207],"lidar":[208],"surveys,":[209],"four-component":[211],"net-radiometers.":[212],"More":[213],"development":[217],"calibration-validation":[219],"needed":[222],"steep":[224],"terrain":[225],"dense":[227],"canopy":[228],"improve":[230],"property":[232],"retrieval":[233],"prior":[234],"Surface":[237],"Biology":[238],"Geology":[240],"Copernicus":[242],"Hyperspectral":[243],"Imaging":[244],"Mission":[245],"Environment":[248],"missions.":[249]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-04-10T00:00:00"}
