{"id":"https://openalex.org/W2786051701","doi":"https://doi.org/10.3233/978-1-61499-834-1-164","title":"Estimating Actual Evapotranspiration from NDVI Using Landsat 8 and Sentinel-2 Imagery","display_name":"Estimating Actual Evapotranspiration from NDVI Using Landsat 8 and Sentinel-2 Imagery","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2786051701","doi":"https://doi.org/10.3233/978-1-61499-834-1-164","mag":"2786051701"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-834-1-164","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-834-1-164","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5116360086","display_name":"Jermthaisong Panath","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jermthaisong Panath","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116360087","display_name":"Kingpaiboon Sununtha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kingpaiboon Sununtha","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116360088","display_name":"Chawakitchareon Petchporn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chawakitchareon Petchporn","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5116360086"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02255854,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9772999882698059,"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"}},"topics":[{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9772999882698059,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9369000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11225","display_name":"Geothermal Energy Systems and Applications","score":0.9230999946594238,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/normalized-difference-vegetation-index","display_name":"Normalized Difference Vegetation Index","score":0.721969723701477},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.656358003616333},{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.6472529768943787},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.466707706451416},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2528008818626404},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16144725680351257},{"id":"https://openalex.org/keywords/climate-change","display_name":"Climate change","score":0.07305049896240234},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06730592250823975},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.04868423938751221},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.03232091665267944}],"concepts":[{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.721969723701477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.656358003616333},{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.6472529768943787},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.466707706451416},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2528008818626404},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16144725680351257},{"id":"https://openalex.org/C132651083","wikidata":"https://www.wikidata.org/wiki/Q7942","display_name":"Climate change","level":2,"score":0.07305049896240234},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06730592250823975},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.04868423938751221},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.03232091665267944}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-834-1-164","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-834-1-164","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2786051701","is_oa":false,"landing_page_url":"https://ebooks.iospress.nl/volumearticle/48563","pdf_url":null,"source":{"id":"https://openalex.org/S204851967","display_name":"European Journal of Combinatorics","issn_l":"0195-6698","issn":["0195-6698","1095-9971"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"European Journal of Combinatorics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","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/W2102874016","https://openalex.org/W2352756686","https://openalex.org/W3189212133"],"abstract_inverted_index":{"Evapotranspiration":[0,40],"(ET)":[1],"is":[2,16,156],"the":[3,10,13,61],"sum":[4],"of":[5,30,51,63,88,118,146],"evaporation":[6],"and":[7,21,37,57,67,82,112,123,137,155],"transpiration":[8],"from":[9,72,79],"surface":[11],"to":[12,134],"atmosphere.":[14],"ET":[15],"a":[17],"hydrologic":[18],"cycle":[19],"component":[20],"importance":[22],"in":[23,149],"agricultural":[24],"water":[25,32],"management":[26],"such":[27],"as":[28],"schedules":[29],"irrigation":[31,34],"requirement,":[33],"system":[35],"design":[36],"watershed":[38],"management.":[39],"can":[41,129,141],"be":[42,130],"measured":[43],"or":[44,132,161],"estimated":[45],"using":[46],"several":[47],"methods.":[48],"The":[49,104],"objectives":[50],"this":[52],"study":[53],"were":[54,170],"simple":[55],"methods":[56],"quick":[58],"analyses":[59],"for":[60,158],"estimating":[62],"crop":[64],"coefficients":[65],"(Kc)":[66],"daily":[68],"actual":[69],"evapotranspiration":[70],"(ETa)":[71],"Normalized":[73],"Difference":[74],"Vegetation":[75],"Index":[76],"(NDVI)":[77],"derived":[78],"Landsat":[80,153,166],"8":[81,154,167],"Sentinel-2":[83,140],"satellite":[84,91,115,127],"images.":[85],"Subsequent":[86],"comparison":[87],"ETafrom":[89,113],"both":[90,114],"images":[92,116,128],"at":[93],"Ban":[94,98],"Nong":[95],"Bua,":[96],"Amphoe":[97],"Fang,":[99],"Khon":[100],"Kaen":[101],"Province,":[102],"Thailand.":[103],"results":[105],"showed":[106],"that":[107],"good":[108],"correlation":[109],"between":[110],"NDVI":[111],"(coefficient":[117],"determination":[119],"(R2)":[120],"=":[121],"0.85":[122],"0.87,":[124],"respectively).":[125],"Both":[126],"used":[131],"combined":[133],"detect":[135],"temporal":[136],"spatial":[138],"analysis.":[139],"provide":[142],"more":[143],"fine":[144],"resolution":[145],"10":[147],"m":[148],"VIS-NIR":[150],"bands":[151,169],"than":[152],"suitable":[157],"precision":[159],"farming":[160],"site":[162],"specific":[163],"management,":[164],"while":[165],"TIRS":[168],"advantages.":[171]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-02-23T00:00:00"}
