{"id":"https://openalex.org/W4396904782","doi":"https://doi.org/10.3390/rs16101735","title":"Comparison between Satellite Derived Solar-Induced Chlorophyll Fluorescence, NDVI and kNDVI in Detecting Water Stress for Dense Vegetation across Southern China","display_name":"Comparison between Satellite Derived Solar-Induced Chlorophyll Fluorescence, NDVI and kNDVI in Detecting Water Stress for Dense Vegetation across Southern China","publication_year":2024,"publication_date":"2024-05-14","ids":{"openalex":"https://openalex.org/W4396904782","doi":"https://doi.org/10.3390/rs16101735"},"language":"en","primary_location":{"id":"doi:10.3390/rs16101735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101735","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1735/pdf?version=1715682774","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/2072-4292/16/10/1735/pdf?version=1715682774","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100769671","display_name":"Chunxiao Wang","orcid":"https://orcid.org/0000-0002-1317-0207"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxiao Wang","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112116127","display_name":"Lu Liu","orcid":"https://orcid.org/0009-0003-4396-6032"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Liu","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059415772","display_name":"Yuke Zhou","orcid":"https://orcid.org/0000-0002-2559-0241"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuke Zhou","raw_affiliation_strings":["Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic and Nature Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic and Nature Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411357","display_name":"Xiaojuan Liu","orcid":"https://orcid.org/0000-0002-9292-4432"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaojuan Liu","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010882331","display_name":"Jiapei Wu","orcid":"https://orcid.org/0009-0007-0038-0823"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210160793","display_name":"Institute of Geographic Sciences and Natural Resources Research","ror":"https://ror.org/04t1cdb72","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210160793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiapei Wu","raw_affiliation_strings":["Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic and Nature Resources Research, Chinese Academy of Sciences, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Ecosystem Network Observation and Modeling, Institute of Geographic and Nature Resources Research, Chinese Academy of Sciences, Beijing 100101, China","institution_ids":["https://openalex.org/I4210160793","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102552169","display_name":"Wu Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wu Tan","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100857296","display_name":"Chang Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Xu","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004104914","display_name":"Xiaoqing Xiong","orcid":"https://orcid.org/0000-0001-7790-4946"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I79731167","display_name":"Hainan Medical University","ror":"https://ror.org/004eeze55","country_code":"CN","type":"education","lineage":["https://openalex.org/I79731167"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoqing Xiong","raw_affiliation_strings":["Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China"],"affiliations":[{"raw_affiliation_string":"Hainan Geomatics Center of Ministry of Natural Resources, Haikou 570203, China","institution_ids":["https://openalex.org/I79731167","https://openalex.org/I211433327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5004104914"],"corresponding_institution_ids":["https://openalex.org/I211433327","https://openalex.org/I79731167"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":9.6927,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.98375923,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"10","first_page":"1735","last_page":"1735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.998199999332428,"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":0.998199999332428,"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":0.9915000200271606,"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/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9912999868392944,"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/remote-sensing","display_name":"Remote sensing","score":0.622255802154541},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5627428293228149},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5445554256439209},{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.5434222221374512},{"id":"https://openalex.org/keywords/chlorophyll-fluorescence","display_name":"Chlorophyll fluorescence","score":0.46202075481414795},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.43438467383384705},{"id":"https://openalex.org/keywords/chlorophyll","display_name":"Chlorophyll","score":0.29629266262054443},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2244873344898224},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.15284815430641174},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.13879284262657166},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.09746474027633667},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.07381287217140198},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.05992808938026428},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04513171315193176}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.622255802154541},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5627428293228149},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5445554256439209},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.5434222221374512},{"id":"https://openalex.org/C24630173","wikidata":"https://www.wikidata.org/wiki/Q1075297","display_name":"Chlorophyll fluorescence","level":3,"score":0.46202075481414795},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.43438467383384705},{"id":"https://openalex.org/C2776373379","wikidata":"https://www.wikidata.org/wiki/Q43177","display_name":"Chlorophyll","level":2,"score":0.29629266262054443},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2244873344898224},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.15284815430641174},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.13879284262657166},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.09746474027633667},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.07381287217140198},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.05992808938026428},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04513171315193176},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":2,"locations":[{"id":"doi:10.3390/rs16101735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101735","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1735/pdf?version=1715682774","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:8b356f4876b045ef85958f9eec2f013b","is_oa":true,"landing_page_url":"https://doaj.org/article/8b356f4876b045ef85958f9eec2f013b","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 16, Iss 10, p 1735 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16101735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16101735","pdf_url":"https://www.mdpi.com/2072-4292/16/10/1735/pdf?version=1715682774","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396904782.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1964386488","https://openalex.org/W2077968790","https://openalex.org/W2082819436","https://openalex.org/W2112084935","https://openalex.org/W2115290239","https://openalex.org/W2161881124","https://openalex.org/W2479481584","https://openalex.org/W2485420366","https://openalex.org/W2563455842","https://openalex.org/W2576433186","https://openalex.org/W2735707479","https://openalex.org/W2783286064","https://openalex.org/W2784327149","https://openalex.org/W2793856123","https://openalex.org/W2808199379","https://openalex.org/W2884388352","https://openalex.org/W2895975884","https://openalex.org/W2896176663","https://openalex.org/W2898795138","https://openalex.org/W2935331177","https://openalex.org/W2941758262","https://openalex.org/W2955532477","https://openalex.org/W2964519250","https://openalex.org/W2974322005","https://openalex.org/W3035404833","https://openalex.org/W3091303025","https://openalex.org/W3095165220","https://openalex.org/W3097854134","https://openalex.org/W3112399648","https://openalex.org/W3121058177","https://openalex.org/W3130461578","https://openalex.org/W3134086371","https://openalex.org/W3161671310","https://openalex.org/W3174889302","https://openalex.org/W3214749184","https://openalex.org/W4206047302","https://openalex.org/W4206157669","https://openalex.org/W4229054565","https://openalex.org/W4280527738","https://openalex.org/W4283446689","https://openalex.org/W4283584593","https://openalex.org/W4286299948","https://openalex.org/W4309905673","https://openalex.org/W4313443393","https://openalex.org/W4313576813","https://openalex.org/W4319298483","https://openalex.org/W4322621583","https://openalex.org/W4353077687","https://openalex.org/W4384916764"],"related_works":["https://openalex.org/W3207046288","https://openalex.org/W3023446922","https://openalex.org/W4324030030","https://openalex.org/W1980260791","https://openalex.org/W4385533602","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"In":[0],"the":[1,8,17,37,66,73,77,89,115,137,144,160,168,229],"context":[2],"of":[3,19,27,36,39,117,146,162,170,176,233,254],"global":[4],"climate":[5],"change":[6],"and":[7,14,54,213,231,252],"increase":[9],"in":[10,60,94],"drought":[11,128,149,193],"frequency,":[12],"monitoring":[13,207,251],"accurately":[15,122,214],"assessing":[16],"impact":[18],"hydrological":[20],"process":[21],"limitations":[22],"on":[23,76,167],"vegetation":[24,43,79,93,119,124,208,236,255],"growth":[25,256],"is":[26,88],"paramount":[28],"importance.":[29],"Our":[30,130],"study":[31,157,197],"undertakes":[32],"a":[33,110,177,241],"comprehensive":[34],"evaluation":[35],"efficacy":[38],"satellite":[40],"remote":[41,234],"sensing":[42,235],"indices\u2014Normalized":[44],"Difference":[45],"Vegetation":[46],"Index":[47],"(MODIS":[48],"NDVI":[49,52],"product),":[50],"kernel":[51,172],"(kNDVI),":[53],"Solar-Induced":[55],"chlorophyll":[56],"Fluorescence":[57],"(GOSIF":[58],"product)":[59],"this":[61,196],"regard.":[62],"Initially,":[63],"we":[64,113],"applied":[65],"LightGBM-Shapley":[67],"additive":[68],"explanation":[69],"framework":[70,243],"to":[71,121,186,210],"assess":[72],"influencing":[74],"factors":[75],"three":[78],"indices.":[80],"We":[81],"found":[82],"that":[83,133,159,199],"Vapor":[84],"Pressure":[85],"Deficit":[86],"(VPD)":[87],"primary":[90],"factor":[91],"affecting":[92],"southern":[95],"China":[96],"(18\u00b0\u201330\u00b0N).":[97],"Subsequently,":[98],"using":[99],"Gross":[100],"Primary":[101],"Productivity":[102],"(GPP)":[103],"estimates":[104],"from":[105],"flux":[106],"tower":[107],"sites":[108],"as":[109,136],"performance":[111,161],"benchmark,":[112],"evaluated":[114],"ability":[116],"these":[118],"indices":[120],"reflect":[123],"GPP":[125,147,188,216],"changes":[126],"during":[127,148,192],"conditions.":[129],"findings":[131,222],"indicate":[132],"SIF":[134,201],"serves":[135],"most":[138],"effective":[139],"surrogate":[140],"for":[141,244],"GPP,":[142],"capturing":[143],"variability":[145],"periods":[150],"with":[151],"minimal":[152],"time":[153],"lag.":[154],"Additionally,":[155],"our":[156,250],"reveals":[158],"kNDVI":[163],"significantly":[164],"varies":[165],"depending":[166],"estimation":[169,179],"different":[171],"parameters.":[173],"The":[174],"application":[175],"time-heuristic":[178],"method":[180],"could":[181],"potentially":[182],"enhance":[183],"kNDVI\u2019s":[184],"capacity":[185],"capture":[187],"dynamics":[189],"more":[190,204],"effectively":[191],"periods.":[194],"Overall,":[195],"demonstrates":[198],"satellite-based":[200],"data":[202],"are":[203],"adept":[205],"at":[206,248],"responses":[209],"water":[211],"stress":[212],"tracking":[215],"anomalies":[217],"caused":[218],"by":[219],"droughts.":[220],"These":[221],"not":[223],"only":[224],"provide":[225],"critical":[226],"insights":[227],"into":[228],"selection":[230],"optimization":[232],"product":[237],"but":[238],"also":[239],"offer":[240],"valuable":[242],"future":[245],"research":[246],"aimed":[247],"improving":[249],"understanding":[253],"status":[257],"under":[258],"climatic":[259],"changes.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
