{"id":"https://openalex.org/W4224995292","doi":"https://doi.org/10.3390/rs14092107","title":"Classification of Wetland Vegetation Based on NDVI Time Series from the HLS Dataset","display_name":"Classification of Wetland Vegetation Based on NDVI Time Series from the HLS Dataset","publication_year":2022,"publication_date":"2022-04-27","ids":{"openalex":"https://openalex.org/W4224995292","doi":"https://doi.org/10.3390/rs14092107"},"language":"en","primary_location":{"id":"doi:10.3390/rs14092107","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092107","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2107/pdf?version=1651896448","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/2072-4292/14/9/2107/pdf?version=1651896448","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086730130","display_name":"Yang Ju","orcid":"https://orcid.org/0000-0003-4297-4455"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Ju","raw_affiliation_strings":["Environmental Science Graduate Program, Ohio State University, Columbus, OH 43210, USA"],"affiliations":[{"raw_affiliation_string":"Environmental Science Graduate Program, Ohio State University, Columbus, OH 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061715783","display_name":"Gil Bohrer","orcid":"https://orcid.org/0000-0002-9209-9540"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gil Bohrer","raw_affiliation_strings":["Department of Civil, Environmental & Geodetic Engineering, Ohio State University, Columbus, OH 43210, USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental & Geodetic Engineering, Ohio State University, Columbus, OH 43210, USA","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061715783"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":7.1298,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97545367,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"14","issue":"9","first_page":"2107","last_page":"2107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9984999895095825,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9984999895095825,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T10895","display_name":"Species Distribution and Climate Change","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"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/wetland","display_name":"Wetland","score":0.8383086919784546},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6903825998306274},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.6232151985168457},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6187106966972351},{"id":"https://openalex.org/keywords/marsh","display_name":"Marsh","score":0.6005933284759521},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5652157664299011},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.5095975399017334},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.459821492433548},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43434178829193115},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.41938644647598267},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.35286179184913635},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.23342365026474},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.22316059470176697},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.218021422624588},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.20729008316993713},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.15808188915252686},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.09599277377128601},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.06786537170410156}],"concepts":[{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.8383086919784546},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6903825998306274},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.6232151985168457},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6187106966972351},{"id":"https://openalex.org/C67268981","wikidata":"https://www.wikidata.org/wiki/Q30198","display_name":"Marsh","level":3,"score":0.6005933284759521},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5652157664299011},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.5095975399017334},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.459821492433548},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43434178829193115},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.41938644647598267},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.35286179184913635},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.23342365026474},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.22316059470176697},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.218021422624588},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.20729008316993713},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.15808188915252686},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.09599277377128601},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06786537170410156},{"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/rs14092107","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092107","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2107/pdf?version=1651896448","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:3ff2e5f3e60e49f885a72b40d649f641","is_oa":true,"landing_page_url":"https://doaj.org/article/3ff2e5f3e60e49f885a72b40d649f641","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":"Remote Sensing, Vol 14, Iss 9, p 2107 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/9/2107/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14092107","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 14; Issue 9; Pages: 2107","raw_type":"Text"},{"id":"pmh:oai:osti.gov:1865491","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1865491","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:1865566","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1865566","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/rs14092107","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14092107","pdf_url":"https://www.mdpi.com/2072-4292/14/9/2107/pdf?version=1651896448","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/14","display_name":"Life below water","score":0.800000011920929}],"awards":[{"id":"https://openalex.org/G2853912708","display_name":null,"funder_award_id":"G16AP00076","funder_id":"https://openalex.org/F4320334590","funder_display_name":"Ohio Water Resources Center, Ohio State University"},{"id":"https://openalex.org/G3283089436","display_name":null,"funder_award_id":"N18B 315-11","funder_id":"https://openalex.org/F2120831762","funder_display_name":"Ohio Department of Natural Resources"},{"id":"https://openalex.org/G4523415600","display_name":null,"funder_award_id":"7880","funder_id":"https://openalex.org/F900891950","funder_display_name":"Ohio Water Development Authority"},{"id":"https://openalex.org/G4901031534","display_name":null,"funder_award_id":"N18B 315-11","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5008189289","display_name":null,"funder_award_id":"7880","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8170365307","display_name":null,"funder_award_id":"G16AP00076","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8997779791","display_name":null,"funder_award_id":"SC0022191, DE-SC0021067","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F2120831762","display_name":"Ohio Department of Natural Resources","ror":"https://ror.org/05p85rs79"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320334590","display_name":"Ohio Water Resources Center, Ohio State University","ror":null},{"id":"https://openalex.org/F900891950","display_name":"Ohio Water Development Authority","ror":"https://ror.org/04g2fg147"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4224995292.pdf","grobid_xml":"https://content.openalex.org/works/W4224995292.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1676903773","https://openalex.org/W1892914854","https://openalex.org/W1971495154","https://openalex.org/W1971637299","https://openalex.org/W1973386275","https://openalex.org/W1973641050","https://openalex.org/W1985166309","https://openalex.org/W1993183238","https://openalex.org/W2015258183","https://openalex.org/W2047716281","https://openalex.org/W2051105502","https://openalex.org/W2053267753","https://openalex.org/W2053276688","https://openalex.org/W2055905208","https://openalex.org/W2059976262","https://openalex.org/W2070177467","https://openalex.org/W2072677073","https://openalex.org/W2075532338","https://openalex.org/W2086370190","https://openalex.org/W2086645298","https://openalex.org/W2113818227","https://openalex.org/W2128160875","https://openalex.org/W2142616331","https://openalex.org/W2153117539","https://openalex.org/W2153866923","https://openalex.org/W2344186514","https://openalex.org/W2730538777","https://openalex.org/W2754674055","https://openalex.org/W2897285410","https://openalex.org/W2956252856","https://openalex.org/W2988798785","https://openalex.org/W3029940717","https://openalex.org/W3090679658","https://openalex.org/W4206610454","https://openalex.org/W6639428185","https://openalex.org/W6646705199","https://openalex.org/W6734374931"],"related_works":["https://openalex.org/W4232427361","https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W4392566681","https://openalex.org/W1980260791","https://openalex.org/W4385533602","https://openalex.org/W2977665201","https://openalex.org/W2021379394","https://openalex.org/W2088899772"],"abstract_inverted_index":{"Natural":[0],"wetlands":[1,23],"are":[2,61],"intrinsically":[3],"heterogeneous":[4],"and":[5,19,148,245],"typically":[6],"composed":[7],"of":[8,11,51,110,178,185,241,253],"a":[9,95,105,132,179,246],"mosaic":[10],"ecosystem":[12,28],"patches":[13],"with":[14],"different":[15],"vegetation":[16,39,53,88,103,186,203],"types.":[17],"Hydrological":[18],"biogeochemical":[20],"processes":[21],"in":[22,66,176,217,225,233,249],"vary":[24],"strongly":[25],"among":[26],"these":[27],"patches.":[29,89,256],"To":[30,101],"date,":[31],"most":[32],"remote":[33],"sensing":[34],"classification":[35,172],"approaches":[36],"for":[37,152,163,190],"wetland":[38,52],"either":[40],"rely":[41,55],"on":[42,56],"coarse":[43],"images":[44,59],"that":[45,60,122],"cannot":[46],"capture":[47],"the":[48,111,138,141,149,191,202,206,230,238,250],"spatial":[49],"variability":[50],"or":[54],"very-high-resolution":[57],"multi-spectral":[58],"detailed":[62],"but":[63],"very":[64],"sporadic":[65],"time":[67,79,107,143],"(less":[68],"than":[69,168],"once":[70],"per":[71],"year).":[72],"This":[73],"study":[74],"aimed":[75],"to":[76,86,194,200,237],"use":[77],"NDVI":[78],"series,":[80],"generated":[81],"from":[82,118],"NASA\u2019s":[83],"HLS":[84],"dataset,":[85],"classify":[87,102],"We":[90,136],"demonstrate":[91],"our":[92,197],"approach":[93],"at":[94,145,196,205],"temperate,":[96],"coastal":[97],"lake,":[98],"estuarine":[99],"marsh.":[100],"patches,":[104],"standard":[106],"series":[108,144],"library":[109],"four":[112],"land-cover":[113,154],"patch":[114,165,231],"types":[115,166],"was":[116,161,174,188],"built":[117],"referencing":[119],"specific":[120],"locations":[121],"were":[123,129],"identified":[124,130],"as":[125,208],"\u201cpure\u201d":[126],"pixels.":[127],"These":[128],"using":[131],"single-time":[133],"high-resolution":[134],"image.":[135],"calculated":[137],"distance":[139],"between":[140],"HLS-NDVI":[142],"each":[146,153],"pixel":[147],"\u201cpure\u201d-pixel":[150],"standards":[151],"type.":[155],"The":[156,171],"resulting":[157],"true-positive":[158],"classified":[159],"rate":[160],"&gt;73%":[162],"all":[164],"other":[167],"water":[169,214,226,254],"lily.":[170],"accuracy":[173],"higher":[175],"pixels":[177],"more":[180],"uniform":[181],"composition.":[182],"A":[183],"set":[184],"maps":[187],"created":[189],"years":[192],"2016":[193],"2020":[195],"research":[198],"site":[199,207],"identify":[201],"changes":[204,224],"it":[209],"is":[210],"affected":[211],"by":[212,243],"rapid":[213],"elevation":[215,227],"increases":[216],"Lake":[218],"Erie.":[219],"Our":[220],"results":[221],"reveal":[222],"how":[223],"have":[228],"changed":[229],"distribution":[232],"significant":[234],"ways,":[235],"leading":[236],"local":[239],"extinction":[240],"cattail":[242],"2019":[244],"continuous":[247],"increase":[248],"area":[251],"cover":[252],"lily":[255]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2022-04-28T00:00:00"}
