{"id":"https://openalex.org/W2107647949","doi":"https://doi.org/10.3390/rs71114530","title":"Spatiotemporal Variation in Mangrove Chlorophyll Concentration Using Landsat 8","display_name":"Spatiotemporal Variation in Mangrove Chlorophyll Concentration Using Landsat 8","publication_year":2015,"publication_date":"2015-11-04","ids":{"openalex":"https://openalex.org/W2107647949","doi":"https://doi.org/10.3390/rs71114530","mag":"2107647949"},"language":"en","primary_location":{"id":"doi:10.3390/rs71114530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114530","pdf_url":null,"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://doi.org/10.3390/rs71114530","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011203260","display_name":"Julio Pastor-Guzman","orcid":"https://orcid.org/0000-0002-2563-3213"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Julio Pastor-Guzman","raw_affiliation_strings":["Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK"],"affiliations":[{"raw_affiliation_string":"Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000622487","display_name":"Peter M. Atkinson","orcid":"https://orcid.org/0000-0002-5489-6880"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]},{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]},{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Peter Atkinson","raw_affiliation_strings":["Faculty of Geosciences, University of Utrecht, Heidelberglaan 2, Utrecht CS 3584, The Netherlands","Faculty of Science and Technology, Lancaster University, Lancaster LA1 4YR, UK","Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK","School of Geography, Archaeology and Palaeoecology, Queen\u2019s University Belfast, Belfast BT7 1NN, Northern Ireland, UK","School of Geography, Archaeology and Palaeoecology, Queen's University Belfast, Belfast BT7 1NN, Northern Ireland, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Geosciences, University of Utrecht, Heidelberglaan 2, Utrecht CS 3584, The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"Faculty of Science and Technology, Lancaster University, Lancaster LA1 4YR, UK","institution_ids":["https://openalex.org/I67415387"]},{"raw_affiliation_string":"Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]},{"raw_affiliation_string":"School of Geography, Archaeology and Palaeoecology, Queen\u2019s University Belfast, Belfast BT7 1NN, Northern Ireland, UK","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"School of Geography, Archaeology and Palaeoecology, Queen's University Belfast, Belfast BT7 1NN, Northern Ireland, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060314690","display_name":"Jadunandan Dash","orcid":"https://orcid.org/0000-0002-5444-2109"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jadunandan Dash","raw_affiliation_strings":["Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK"],"affiliations":[{"raw_affiliation_string":"Global Environmental Change and Earth Observation Research Group, Geography and Environment, University of Southampton, Southampton SO17 1BJ, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043509182","display_name":"Rodolfo Rioja\u2010Nieto","orcid":"https://orcid.org/0000-0003-4854-7120"},"institutions":[{"id":"https://openalex.org/I8961855","display_name":"Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":"https://ror.org/01tmp8f25","country_code":"MX","type":"education","lineage":["https://openalex.org/I8961855"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodolfo Rioja-Nieto","raw_affiliation_strings":["Academic Unit Sisal, Faculty of Sciences, National Autonomous University of Mexico, Sisal, Yucatan 97355, Mexico"],"affiliations":[{"raw_affiliation_string":"Academic Unit Sisal, Faculty of Sciences, National Autonomous University of Mexico, Sisal, Yucatan 97355, Mexico","institution_ids":["https://openalex.org/I8961855"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060314690"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.6241,"has_fulltext":true,"cited_by_count":89,"citation_normalized_percentile":{"value":0.95555187,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"7","issue":"11","first_page":"14530","last_page":"14558"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9983000159263611,"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":0.9983000159263611,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9848999977111816,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9765999913215637,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mangrove","display_name":"Mangrove","score":0.8518105745315552},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6570054292678833},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.6146187782287598},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.5961765050888062},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.549211859703064},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.5025198459625244},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4836515188217163},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.4775989055633545},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.4408566355705261},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4124397933483124},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3118395209312439},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2525732219219208},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.2396514117717743},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.157027006149292},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.10883507132530212},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10132840275764465}],"concepts":[{"id":"https://openalex.org/C68874143","wikidata":"https://www.wikidata.org/wiki/Q19756","display_name":"Mangrove","level":2,"score":0.8518105745315552},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6570054292678833},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.6146187782287598},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.5961765050888062},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.549211859703064},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.5025198459625244},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4836515188217163},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.4775989055633545},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.4408566355705261},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4124397933483124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3118395209312439},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2525732219219208},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.2396514117717743},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.157027006149292},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.10883507132530212},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10132840275764465},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs71114530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114530","pdf_url":null,"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:eprints.soton.ac.uk:441863","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.soton.ac.uk/441863/1/remotesensing_07_14530_v2.pdf","source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:5944078757694d729b80b1bb7d948828","is_oa":true,"landing_page_url":"https://doaj.org/article/5944078757694d729b80b1bb7d948828","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 7, Iss 11, Pp 14530-14558 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/11/14530/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs71114530","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 7; Issue 11; Pages: 14530-14558","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs71114530","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71114530","pdf_url":null,"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":[{"display_name":"Life below water","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":98,"referenced_works":["https://openalex.org/W260904124","https://openalex.org/W1496108674","https://openalex.org/W1496786825","https://openalex.org/W1630870695","https://openalex.org/W1966675249","https://openalex.org/W1972807594","https://openalex.org/W1975329034","https://openalex.org/W1976049943","https://openalex.org/W1977676778","https://openalex.org/W1978987129","https://openalex.org/W1988558671","https://openalex.org/W1991724466","https://openalex.org/W1992956272","https://openalex.org/W1993200938","https://openalex.org/W1996379195","https://openalex.org/W1999123671","https://openalex.org/W1999602552","https://openalex.org/W2000284612","https://openalex.org/W2000613913","https://openalex.org/W2009009970","https://openalex.org/W2011814048","https://openalex.org/W2013742838","https://openalex.org/W2024925469","https://openalex.org/W2028146794","https://openalex.org/W2030078894","https://openalex.org/W2030233869","https://openalex.org/W2033759162","https://openalex.org/W2036003376","https://openalex.org/W2039300997","https://openalex.org/W2039604550","https://openalex.org/W2041967624","https://openalex.org/W2048114690","https://openalex.org/W2054172243","https://openalex.org/W2055842947","https://openalex.org/W2056435747","https://openalex.org/W2056500430","https://openalex.org/W2058312673","https://openalex.org/W2059501000","https://openalex.org/W2073317899","https://openalex.org/W2074831629","https://openalex.org/W2078996926","https://openalex.org/W2079100340","https://openalex.org/W2080289101","https://openalex.org/W2080441468","https://openalex.org/W2089441588","https://openalex.org/W2094677081","https://openalex.org/W2095374757","https://openalex.org/W2098418965","https://openalex.org/W2102210909","https://openalex.org/W2102273661","https://openalex.org/W2106393234","https://openalex.org/W2108128490","https://openalex.org/W2109006150","https://openalex.org/W2110119469","https://openalex.org/W2112464514","https://openalex.org/W2115436074","https://openalex.org/W2119848747","https://openalex.org/W2121025745","https://openalex.org/W2122755621","https://openalex.org/W2122825721","https://openalex.org/W2125865984","https://openalex.org/W2126154792","https://openalex.org/W2128438912","https://openalex.org/W2129483042","https://openalex.org/W2129719999","https://openalex.org/W2137608957","https://openalex.org/W2145058632","https://openalex.org/W2146470815","https://openalex.org/W2146754899","https://openalex.org/W2151558623","https://openalex.org/W2157287989","https://openalex.org/W2159961845","https://openalex.org/W2160319913","https://openalex.org/W2160615957","https://openalex.org/W2163410149","https://openalex.org/W2165916356","https://openalex.org/W2166312616","https://openalex.org/W2166841559","https://openalex.org/W2167787089","https://openalex.org/W2167869331","https://openalex.org/W2169095894","https://openalex.org/W2185203369","https://openalex.org/W2188761847","https://openalex.org/W2248139498","https://openalex.org/W2261764510","https://openalex.org/W2279060163","https://openalex.org/W2314726410","https://openalex.org/W2318401974","https://openalex.org/W2319562717","https://openalex.org/W2483973206","https://openalex.org/W2889118368","https://openalex.org/W2989983865","https://openalex.org/W4231449263","https://openalex.org/W6636950212","https://openalex.org/W6660819274","https://openalex.org/W6681558075","https://openalex.org/W6693109015","https://openalex.org/W6722720148"],"related_works":["https://openalex.org/W2022304901","https://openalex.org/W2018850895","https://openalex.org/W1987483041","https://openalex.org/W2084145074","https://openalex.org/W1982418987","https://openalex.org/W1978077614","https://openalex.org/W4327563507","https://openalex.org/W2603494857","https://openalex.org/W2024377932","https://openalex.org/W2160357252"],"abstract_inverted_index":{"There":[0],"is":[1],"a":[2,191],"need":[3],"to":[4,43,102,146,232],"develop":[5],"indicators":[6],"of":[7,17,36,56,61,88,98,168,210],"mangrove":[8,49,62,147,237,273],"condition":[9,25],"using":[10,184,217,255],"remotely":[11],"sensed":[12],"data.":[13],"However,":[14],"remote":[15],"estimation":[16,60],"leaf":[18,69,72,112,148],"and":[19,23,39,51,71,96,108,127,181,200,245,278],"canopy":[20],"biochemical":[21],"properties":[22],"vegetation":[24],"remains":[26],"challenging.":[27],"In":[28],"this":[29],"paper,":[30],"we":[31],"(i)":[32],"tested":[33],"the":[34,54,65,85,89,104,114,119,128,138,151,160,169,185,207,218,264],"performance":[35],"selected":[37],"hyperspectral":[38],"broad":[40],"band":[41,116,162],"indices":[42,117,126],"predict":[44],"chlorophyll":[45],"concentration":[46],"(CC)":[47],"on":[48,249],"leaves":[50],"(ii)":[52],"showed":[53],"potential":[55],"Landsat":[57,154,225],"8":[58,155,226],"for":[59],"CC":[63,70,107,123,172,180,183,204,211,234],"at":[64,77,212,275],"landscape":[66,213],"level.":[67],"Relative":[68],"spectral":[73,109,135],"response":[74],"were":[75,100,124,143,215],"measured":[76],"12":[78],"Elementary":[79],"Sampling":[80],"Units":[81],"(ESU)":[82],"distributed":[83],"along":[84],"northwest":[86],"coast":[87],"Yucatan":[90],"Peninsula,":[91],"Mexico.":[92],"Linear":[93],"regression":[94],"models":[95],"coefficients":[97],"determination":[99],"computed":[101],"measure":[103],"association":[105],"between":[106,178],"response.":[110],"At":[111,150],"level,":[113],"narrow":[115],"with":[118,122,134],"largest":[120],"correlation":[121],"Vogelmann":[125],"MTCI":[129],"(R2":[130,173],">":[131,174],"0.5).":[132],"Indices":[133],"bands":[136,262],"around":[137,263],"red":[139,265],"edge":[140,266],"(705\u2013753":[141],"nm)":[142],"more":[144],"sensitive":[145],"CC.":[149],"ESU":[152],"level":[153],"NDVI":[156,227],"green,":[157],"which":[158],"uses":[159],"green":[161,228],"in":[163,171,235],"its":[164],"formulation":[165],"explained":[166],"most":[167],"variation":[170,209],"0.8).":[175],"Accuracy":[176],"assessment":[177],"estimated":[179],"observed":[182],"leave-one-out":[186],"cross-validation":[187],"(LOOCV)":[188],"method":[189],"yielded":[190],"root":[192],"mean":[193],"squared":[194],"error":[195],"(RMSE)":[196],"=":[197,202],"15":[198],"mg\u00b7cm\u22122,":[199],"R2":[201],"0.703.":[203],"maps":[205],"showing":[206],"spatiotemporal":[208],"scale":[214],"created":[216],"linear":[219],"model.":[220],"Our":[221],"results":[222],"indicate":[223],"that":[224,258],"can":[229],"be":[230,243],"employed":[231],"estimate":[233],"large":[236],"areas":[238],"where":[239],"ground":[240],"networks":[241],"cannot":[242],"applied,":[244],"mapping":[246],"techniques":[247],"based":[248],"satellite":[250],"data,":[251],"are":[252],"necessary.":[253],"Furthermore,":[254],"upcoming":[256],"technologies":[257],"will":[259,271],"include":[260],"two":[261],"such":[267],"as":[268],"Sentinel":[269],"2":[270],"improve":[272],"monitoring":[274],"higher":[276],"spatial":[277],"temporal":[279],"resolutions.":[280]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":4}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2016-06-24T00:00:00"}