{"id":"https://openalex.org/W2969890640","doi":"https://doi.org/10.3390/rs11161936","title":"Validating the Predictive Power of Statistical Models in Retrieving Leaf Dry Matter Content of a Coastal Wetland from a Sentinel-2 Image","display_name":"Validating the Predictive Power of Statistical Models in Retrieving Leaf Dry Matter Content of a Coastal Wetland from a Sentinel-2 Image","publication_year":2019,"publication_date":"2019-08-19","ids":{"openalex":"https://openalex.org/W2969890640","doi":"https://doi.org/10.3390/rs11161936","mag":"2969890640"},"language":"en","primary_location":{"id":"doi:10.3390/rs11161936","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161936","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1936/pdf?version=1566205520","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/2072-4292/11/16/1936/pdf?version=1566205520","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103059558","display_name":"Abebe Mohammed Ali","orcid":"https://orcid.org/0000-0002-3962-0333"},"institutions":[{"id":"https://openalex.org/I4210114501","display_name":"Wollo University","ror":"https://ror.org/01ktt8y73","country_code":"ET","type":"education","lineage":["https://openalex.org/I4210114501"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["ET","NL"],"is_corresponding":true,"raw_author_name":"Abebe Mohammed Ali","raw_affiliation_strings":["Department of Geography and Environmental Studies, Wollo University, P.o box 1145 Dessie, Ethiopia","Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Geography and Environmental Studies, Wollo University, P.o box 1145 Dessie, Ethiopia","institution_ids":["https://openalex.org/I4210114501"]},{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047127960","display_name":"Roshanak Darvishzadeh","orcid":"https://orcid.org/0000-0001-7512-0574"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Roshanak Darvishzadeh","raw_affiliation_strings":["Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086519517","display_name":"Kasra Rafiezadeh Shahi","orcid":"https://orcid.org/0000-0003-3666-4223"},"institutions":[{"id":"https://openalex.org/I2801798921","display_name":"Helmholtz-Zentrum Dresden-Rossendorf","ror":"https://ror.org/01zy2cs03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921"]},{"id":"https://openalex.org/I4210148560","display_name":"Helmholtz Institute Freiberg for Resource Technology","ror":"https://ror.org/04kdb0j04","country_code":"DE","type":"government","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921","https://openalex.org/I4210148560"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kasra Rafiezadeh Shahi","raw_affiliation_strings":["Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology, 09599 Freiberg, Germany"],"affiliations":[{"raw_affiliation_string":"Helmholtz-Zentrum Dresden-Rossendorf, Helmholtz Institute Freiberg for Resource Technology, 09599 Freiberg, Germany","institution_ids":["https://openalex.org/I4210148560","https://openalex.org/I2801798921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073807486","display_name":"Andrew K. Skidmore","orcid":"https://orcid.org/0000-0002-7446-8429"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["AU","NL"],"is_corresponding":false,"raw_author_name":"Andrew Skidmore","raw_affiliation_strings":["Department of Environmental Science, Macquarie University, Sydney 2106, Australia","Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Environmental Science, Macquarie University, Sydney 2106, Australia","institution_ids":["https://openalex.org/I99043593"]},{"raw_affiliation_string":"Faculty of Geo-Information Science and Earth Observation (ITC), University of Twente, P.O. Box 217, 7500 AE Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103059558"],"corresponding_institution_ids":["https://openalex.org/I4210114501","https://openalex.org/I94624287"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.1922,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.79604262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"11","issue":"16","first_page":"1936","last_page":"1936"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9997000098228455,"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":0.9997000098228455,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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":0.9965000152587891,"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/environmental-science","display_name":"Environmental science","score":0.6558865904808044},{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.6377017498016357},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.597387433052063},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.5932972431182861},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5811656713485718},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5448803901672363},{"id":"https://openalex.org/keywords/enhanced-vegetation-index","display_name":"Enhanced vegetation index","score":0.5372177958488464},{"id":"https://openalex.org/keywords/canopy","display_name":"Canopy","score":0.5214813947677612},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.48873353004455566},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.4726490080356598},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.38184854388237},{"id":"https://openalex.org/keywords/vegetation-index","display_name":"Vegetation Index","score":0.29464173316955566},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22835710644721985},{"id":"https://openalex.org/keywords/agronomy","display_name":"Agronomy","score":0.20843669772148132},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.18939808011054993},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.1803136169910431},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15661311149597168},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08292955160140991}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6558865904808044},{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.6377017498016357},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.597387433052063},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.5932972431182861},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5811656713485718},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5448803901672363},{"id":"https://openalex.org/C78869512","wikidata":"https://www.wikidata.org/wiki/Q5378810","display_name":"Enhanced vegetation index","level":5,"score":0.5372177958488464},{"id":"https://openalex.org/C101000010","wikidata":"https://www.wikidata.org/wiki/Q5033434","display_name":"Canopy","level":2,"score":0.5214813947677612},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.48873353004455566},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.4726490080356598},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.38184854388237},{"id":"https://openalex.org/C2780376076","wikidata":"https://www.wikidata.org/wiki/Q1499458","display_name":"Vegetation Index","level":4,"score":0.29464173316955566},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22835710644721985},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.20843669772148132},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18939808011054993},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.1803136169910431},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15661311149597168},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08292955160140991},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11161936","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161936","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1936/pdf?version=1566205520","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:ris.utwente.nl:openaire/0f19f348-1896-491b-9d34-b2585ed05fcf","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/0f19f348-1896-491b-9d34-b2585ed05fcf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ali, A M, Darvishzadeh, R & Skidmore, A K 2019, 'Validating the Predictive Power of Statistical Models in Retrieving Leaf Dry Matter Content of a Coastal Wetland from a Sentinel-2 Image', Remote sensing, vol. 11, no. 16, 1936. https://doi.org/10.3390/rs11161936","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:6ba0fe30de324a93998b7a61c6b6e18c","is_oa":true,"landing_page_url":"https://doaj.org/article/6ba0fe30de324a93998b7a61c6b6e18c","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 11, Iss 16, p 1936 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs11161936","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11161936","pdf_url":"https://www.mdpi.com/2072-4292/11/16/1936/pdf?version=1566205520","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":0.8500000238418579,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2969890640.pdf","grobid_xml":"https://content.openalex.org/works/W2969890640.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W196321102","https://openalex.org/W633320881","https://openalex.org/W1967592351","https://openalex.org/W1971495154","https://openalex.org/W1995725937","https://openalex.org/W1998511120","https://openalex.org/W2000485836","https://openalex.org/W2001312134","https://openalex.org/W2008426212","https://openalex.org/W2012686349","https://openalex.org/W2024039740","https://openalex.org/W2034591642","https://openalex.org/W2041970143","https://openalex.org/W2059446377","https://openalex.org/W2059697555","https://openalex.org/W2060631741","https://openalex.org/W2076112508","https://openalex.org/W2083572533","https://openalex.org/W2084956990","https://openalex.org/W2095055020","https://openalex.org/W2096599785","https://openalex.org/W2097970470","https://openalex.org/W2102633940","https://openalex.org/W2109895772","https://openalex.org/W2111947859","https://openalex.org/W2114535331","https://openalex.org/W2115615525","https://openalex.org/W2117884339","https://openalex.org/W2118791227","https://openalex.org/W2119868411","https://openalex.org/W2121119057","https://openalex.org/W2123381793","https://openalex.org/W2124726266","https://openalex.org/W2124937378","https://openalex.org/W2125786618","https://openalex.org/W2145340239","https://openalex.org/W2150452912","https://openalex.org/W2153522066","https://openalex.org/W2163410149","https://openalex.org/W2166312616","https://openalex.org/W2166516660","https://openalex.org/W2166660987","https://openalex.org/W2167787089","https://openalex.org/W2177941171","https://openalex.org/W2182124271","https://openalex.org/W2212839633","https://openalex.org/W2235689173","https://openalex.org/W2275931631","https://openalex.org/W2283847619","https://openalex.org/W2322942130","https://openalex.org/W2498515979","https://openalex.org/W2513421838","https://openalex.org/W2529670104","https://openalex.org/W2543433405","https://openalex.org/W2553405363","https://openalex.org/W2561479186","https://openalex.org/W2576918506","https://openalex.org/W2585058749","https://openalex.org/W2592760899","https://openalex.org/W2605645516","https://openalex.org/W2617056706","https://openalex.org/W2782220608","https://openalex.org/W2795553744","https://openalex.org/W2803409282","https://openalex.org/W2901420733","https://openalex.org/W2924772986","https://openalex.org/W4251205811","https://openalex.org/W6642110541","https://openalex.org/W6671582397","https://openalex.org/W6677249723","https://openalex.org/W6681862266","https://openalex.org/W6685870779","https://openalex.org/W6688524223"],"related_works":["https://openalex.org/W4387131574","https://openalex.org/W4378980784","https://openalex.org/W2374167006","https://openalex.org/W2144855297","https://openalex.org/W3183766399","https://openalex.org/W2250171873","https://openalex.org/W3173165341","https://openalex.org/W2921646734","https://openalex.org/W3207046288","https://openalex.org/W3207384893"],"abstract_inverted_index":{"Leaf":[0],"dry":[1,9],"matter":[2],"content":[3],"(LDMC),":[4],"the":[5,38,84,101,109,122,155,171,176,205,249,270],"ratio":[6,230],"of":[7,28,37,41,86,103,111,124,142,154,184,191,194,211,215,248,259,272],"leaf":[8,224],"mass":[10],"to":[11,65,181,204,278],"its":[12],"fresh":[13],"mass,":[14],"is":[15,21,71],"a":[16,95,114,149,256,282],"key":[17],"plant":[18,29,78],"trait,":[19],"which":[20],"an":[22,59,72,209],"indicator":[23],"for":[24,61,75,89,108],"many":[25],"critical":[26],"aspects":[27],"growth":[30,51],"and":[31,34,49,53,213,234,245,254],"survival.":[32],"Accurate":[33],"fast":[35],"detection":[36],"spatiotemporal":[39],"dynamics":[40],"LDMC":[42,90,112,147,192,280],"would":[43],"help":[44],"understanding":[45],"plants\u2019":[46],"carbon":[47],"assimilation":[48],"relative":[50],"rate,":[52],"may":[54],"then":[55],"be":[56],"used":[57,133],"as":[58],"input":[60],"vegetation":[62,134,218,221,226,231],"process":[63],"models":[64],"monitor":[66],"ecosystems.":[67],"Satellite":[68],"remote":[69,87],"sensing":[70,88],"effective":[73],"tool":[74],"predicting":[76,146],"such":[77],"traits":[79],"non-destructively.":[80],"However,":[81],"studies":[82,97],"on":[83,139],"applicability":[85],"retrieval":[91],"are":[92],"scarce.":[93],"Only":[94],"few":[96],"have":[98],"looked":[99],"into":[100],"practicality":[102],"using":[104,160,241,273],"remotely":[105],"sensed":[106],"data":[107,277],"prediction":[110,190],"in":[113,145,148,164,174,188,281],"forest":[115],"ecosystem.":[116],"In":[117],"this":[118],"study,":[119],"we":[120],"assessed":[121],"performance":[123],"partial":[125],"least":[126],"squares":[127],"regression":[128],"(PLSR)":[129],"plus":[130],"11":[131,247],"widely":[132],"indices":[135,219],"(VIs),":[136],"calculated":[137],"based":[138],"different":[140],"combinations":[141],"Sentinel-2":[143,185,250,274],"bands,":[144],"coastal":[150,283],"wetland.":[151,284],"The":[152,178],"accuracy":[153,260],"selected":[156],"methods":[157],"was":[158],"validated":[159],"LDMC,":[161],"destructively":[162],"measured":[163],"50":[165],"randomly":[166],"distributed":[167],"sample":[168],"plots":[169],"at":[170],"study":[172],"site":[173],"Schiermonnikoog,":[175],"Netherlands.":[177],"PLSR":[179,202],"applied":[180,203],"canopy":[182],"reflectance":[183,276],"bands":[186],"resulted":[187],"accurate":[189],"(coefficient":[193],"determination":[195],"(R2)":[196],"=":[197,200,262,265],"0.71,":[198],"RMSE":[199,214,264],"0.033).":[201],"studied":[206],"VIs":[207],"provided":[208],"R2":[210],"0.70":[212],"0.033.":[216],"Four":[217],"(enhanced":[220],"index(EVI),":[222],"specific":[223],"area":[225],"index":[227,232,238],"(SLAVI),":[228],"simple":[229],"(SRVI),":[233],"visible":[235],"atmospherically":[236],"resistant":[237],"(VARI))":[239],"computed":[240],"band":[242,246],"3":[243],"(green)":[244],"performed":[251],"equally":[252],"well":[253],"achieved":[255],"good":[257],"measure":[258],"(R2":[261],"0.67,":[263],"0.034).":[266],"Our":[267],"findings":[268],"demonstrate":[269],"feasibility":[271],"surface":[275],"map":[279]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
