{"id":"https://openalex.org/W4387377486","doi":"https://doi.org/10.3390/rs15194831","title":"Ecosystem Evapotranspiration Partitioning and Its Spatial\u2013Temporal Variation Based on Eddy Covariance Observation and Machine Learning Method","display_name":"Ecosystem Evapotranspiration Partitioning and Its Spatial\u2013Temporal Variation Based on Eddy Covariance Observation and Machine Learning Method","publication_year":2023,"publication_date":"2023-10-05","ids":{"openalex":"https://openalex.org/W4387377486","doi":"https://doi.org/10.3390/rs15194831"},"language":"en","primary_location":{"id":"doi:10.3390/rs15194831","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194831","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4831/pdf?version=1696498730","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/2072-4292/15/19/4831/pdf?version=1696498730","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059224743","display_name":"Linjun Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjun Lu","raw_affiliation_strings":["Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016354489","display_name":"Danwen Zhang","orcid":"https://orcid.org/0009-0006-9548-8425"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Danwen Zhang","raw_affiliation_strings":["Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436655","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0001-8734-8859"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100752524","display_name":"Jiahua Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"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/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahua Zhang","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108269721","display_name":"Sha Zhang","orcid":"https://orcid.org/0000-0002-9047-4247"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sha Zhang","raw_affiliation_strings":["Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072663733","display_name":"Yun Bai","orcid":"https://orcid.org/0000-0002-3477-7884"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Bai","raw_affiliation_strings":["Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101853522","display_name":"Shanshan Yang","orcid":"https://orcid.org/0000-0002-7765-143X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shanshan Yang","raw_affiliation_strings":["Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;"],"affiliations":[{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China","institution_ids":["https://openalex.org/I108688024"]},{"raw_affiliation_string":"Remote Sensing Information and Digital Earth Center, College of Computer Science and Technology, Qingdao University, Qingdao 266071, China;","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101853522"],"corresponding_institution_ids":["https://openalex.org/I108688024"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.7341,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83812102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":"19","first_page":"4831","last_page":"4831"},"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":1.0,"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":1.0,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/evapotranspiration","display_name":"Evapotranspiration","score":0.9288229942321777},{"id":"https://openalex.org/keywords/eddy-covariance","display_name":"Eddy covariance","score":0.8506413698196411},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7459046244621277},{"id":"https://openalex.org/keywords/leaf-area-index","display_name":"Leaf area index","score":0.6661280393600464},{"id":"https://openalex.org/keywords/transpiration","display_name":"Transpiration","score":0.6489422917366028},{"id":"https://openalex.org/keywords/vapour-pressure-deficit","display_name":"Vapour Pressure Deficit","score":0.5487112998962402},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.4799078404903412},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.47188058495521545},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.45794954895973206},{"id":"https://openalex.org/keywords/deciduous","display_name":"Deciduous","score":0.456687331199646},{"id":"https://openalex.org/keywords/penman\u2013monteith-equation","display_name":"Penman\u2013Monteith equation","score":0.42572182416915894},{"id":"https://openalex.org/keywords/potential-evaporation","display_name":"Potential evaporation","score":0.411828875541687},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.3868894577026367},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.3748517334461212},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16263985633850098},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.1520368754863739},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.14937302470207214},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06978768110275269}],"concepts":[{"id":"https://openalex.org/C176783924","wikidata":"https://www.wikidata.org/wiki/Q828158","display_name":"Evapotranspiration","level":2,"score":0.9288229942321777},{"id":"https://openalex.org/C35187779","wikidata":"https://www.wikidata.org/wiki/Q5336709","display_name":"Eddy covariance","level":3,"score":0.8506413698196411},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7459046244621277},{"id":"https://openalex.org/C25989453","wikidata":"https://www.wikidata.org/wiki/Q446746","display_name":"Leaf area index","level":2,"score":0.6661280393600464},{"id":"https://openalex.org/C157517311","wikidata":"https://www.wikidata.org/wiki/Q167980","display_name":"Transpiration","level":3,"score":0.6489422917366028},{"id":"https://openalex.org/C14331020","wikidata":"https://www.wikidata.org/wiki/Q907795","display_name":"Vapour Pressure Deficit","level":4,"score":0.5487112998962402},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.4799078404903412},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.47188058495521545},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.45794954895973206},{"id":"https://openalex.org/C33283694","wikidata":"https://www.wikidata.org/wiki/Q1131316","display_name":"Deciduous","level":2,"score":0.456687331199646},{"id":"https://openalex.org/C60352421","wikidata":"https://www.wikidata.org/wiki/Q7163111","display_name":"Penman\u2013Monteith equation","level":3,"score":0.42572182416915894},{"id":"https://openalex.org/C71941180","wikidata":"https://www.wikidata.org/wiki/Q7234817","display_name":"Potential evaporation","level":3,"score":0.411828875541687},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.3868894577026367},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.3748517334461212},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16263985633850098},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1520368754863739},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.14937302470207214},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06978768110275269},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C183688256","wikidata":"https://www.wikidata.org/wiki/Q11982","display_name":"Photosynthesis","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15194831","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194831","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4831/pdf?version=1696498730","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:3b5ddf6e52b5409a8e0f2da0fae6023d","is_oa":true,"landing_page_url":"https://doaj.org/article/3b5ddf6e52b5409a8e0f2da0fae6023d","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 15, Iss 19, p 4831 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15194831","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15194831","pdf_url":"https://www.mdpi.com/2072-4292/15/19/4831/pdf?version=1696498730","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"},{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2597775472","display_name":null,"funder_award_id":"21013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2682061750","display_name":null,"funder_award_id":"ZR2020QD016","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2954701993","display_name":null,"funder_award_id":"ZR2022","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G591479136","display_name":null,"funder_award_id":"ZR2020","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6668664464","display_name":null,"funder_award_id":"ZR2022QD120","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7153870542","display_name":null,"funder_award_id":"42101382","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8007525085","display_name":null,"funder_award_id":"42201407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8902815113","display_name":null,"funder_award_id":"201407","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387377486.pdf"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W1801676395","https://openalex.org/W1979723077","https://openalex.org/W1997364613","https://openalex.org/W2013791909","https://openalex.org/W2020997422","https://openalex.org/W2032981909","https://openalex.org/W2036197592","https://openalex.org/W2049307993","https://openalex.org/W2063713978","https://openalex.org/W2098787944","https://openalex.org/W2104521651","https://openalex.org/W2109964064","https://openalex.org/W2117184531","https://openalex.org/W2126479957","https://openalex.org/W2127882520","https://openalex.org/W2141748334","https://openalex.org/W2147746661","https://openalex.org/W2197181571","https://openalex.org/W2272039332","https://openalex.org/W2295598076","https://openalex.org/W2487385493","https://openalex.org/W2509055112","https://openalex.org/W2518024333","https://openalex.org/W2616175680","https://openalex.org/W2620881997","https://openalex.org/W2647927681","https://openalex.org/W2725875689","https://openalex.org/W2736734076","https://openalex.org/W2751451421","https://openalex.org/W2793779521","https://openalex.org/W2805596704","https://openalex.org/W2809625517","https://openalex.org/W2884634948","https://openalex.org/W2889246260","https://openalex.org/W2901665524","https://openalex.org/W2903274913","https://openalex.org/W2907203129","https://openalex.org/W2922004833","https://openalex.org/W2950240495","https://openalex.org/W2953040420","https://openalex.org/W2969551712","https://openalex.org/W2975926778","https://openalex.org/W2981931323","https://openalex.org/W2990313384","https://openalex.org/W2991713810","https://openalex.org/W3011202251","https://openalex.org/W3034109669","https://openalex.org/W3041427973","https://openalex.org/W3046973866","https://openalex.org/W3092453021","https://openalex.org/W3092642545","https://openalex.org/W3129379202","https://openalex.org/W3136179920","https://openalex.org/W3139238116","https://openalex.org/W3157186999","https://openalex.org/W3166918019","https://openalex.org/W3181827495","https://openalex.org/W3208145878","https://openalex.org/W4205539426","https://openalex.org/W4206160026","https://openalex.org/W4213378969","https://openalex.org/W4224222011","https://openalex.org/W4229016094","https://openalex.org/W4247523927","https://openalex.org/W4309354701"],"related_works":["https://openalex.org/W4387889982","https://openalex.org/W2013579785","https://openalex.org/W4210749380","https://openalex.org/W3007409864","https://openalex.org/W1976818746","https://openalex.org/W4247990211","https://openalex.org/W2050283131","https://openalex.org/W3036361677","https://openalex.org/W1475621910","https://openalex.org/W3035593197"],"abstract_inverted_index":{"Partitioning":[0],"evapotranspiration":[1,63,88],"(ET)":[2],"into":[3],"vegetation":[4,35],"transpiration":[5,33],"(T)":[6],"and":[7,25,40,73,89,121,153,188,207,268,282,289],"soil":[8,57,92,95],"evaporation":[9,58,96],"(E)":[10],"is":[11,15,38,271],"challenging,":[12],"but":[13],"it":[14],"key":[16],"to":[17,225,250],"improving":[18],"the":[19,32,83,86,103,112,118,125,144,162,171,189,199,202,213,219,226,257],"understanding":[20],"of":[21,34,117,128,148,161,201],"plant":[22],"water":[23],"use":[24],"changes":[26],"in":[27,140,174,191,215,265,285],"terrestrial":[28],"ecosystems.":[29],"Considering":[30],"that":[31,134,256],"at":[36,218],"night":[37],"minimal":[39],"can":[41],"be":[42],"negligible,":[43],"we":[44],"established":[45],"a":[46,137,232,237,243,280],"machine":[47,259],"learning":[48,260],"model":[49,98,109,261],"(i.e.,":[50,108],"extreme":[51],"gradient":[52],"boosting":[53],"algorithm":[54],"(XGBoost))":[55],"for":[56],"estimation":[59,97],"based":[60,101],"on":[61,102,212,247],"night-time":[62,105],"observation":[64],"data":[65,107,116,123],"from":[66],"eddy":[67],"covariance":[68],"towers,":[69],"remote":[70],"sensing":[71],"data,":[72],"meteorological":[74],"reanalysis":[75],"data.":[76],"Daytime":[77],"T":[78],"was":[79,99,166],"consequently":[80],"calculated":[81],"as":[82],"difference":[84],"between":[85],"total":[87],"predicted":[90],"daytime":[91],"evaporation.":[93],"The":[94,130,157],"validated":[100],"remaining":[104],"ET":[106,115,122,266,287],"test":[110],"dataset),":[111],"non-growing":[113],"season":[114],"natural":[119],"ecosystem,":[120],"during":[124],"fallow":[126],"periods":[127],"croplands.":[129],"validation":[131],"results":[132],"showed":[133],"XGBoost":[135,258],"had":[136,231],"better":[138],"performance":[139,264],"E":[141],"estimation,":[142],"with":[143,170],"average":[145,158],"overall":[146],"accuracy":[147],"NSE":[149],"0.657,":[150],"R":[151],"0.806,":[152],"RMSE":[154],"11.344":[155],"W/m2.":[156],"annual":[159],"T/ET":[160,227,248,290],"examined":[163,198],"ten":[164],"ecosystems":[165],"0.50":[167],"\u00b1":[168,179,186,194],"0.08,":[169],"highest":[172],"value":[173],"deciduous":[175],"broadleaf":[176],"forests":[177,184],"(0.68":[178],"0.11),":[180],"followed":[181],"by":[182],"mixed":[183],"(0.61":[185],"0.04),":[187],"lowest":[190],"croplands":[192],"(0.40":[193],"0.08).":[195],"We":[196],"further":[197],"impact":[200,245],"leaf":[203],"area":[204],"index":[205],"(LAI)":[206],"vapor":[208],"pressure":[209],"deficit":[210],"(VPD)":[211],"variation":[214],"T/ET.":[216],"Overall,":[217],"interannual":[220],"scale,":[221,239],"LAI":[222,240],"contributed":[223],"28%":[224],"variation,":[228],"while":[229],"VPD":[230,251],"small":[233],"(5%)":[234],"influence.":[235],"On":[236],"seasonal":[238],"also":[241],"exerted":[242],"stronger":[244],"(1~90%)":[246],"compared":[249],"(1~77%).":[252],"Our":[253],"study":[254],"suggests":[255],"has":[262],"good":[263],"partitioning,":[267],"this":[269],"method":[270,284],"mainly":[272],"data-driven":[273],"without":[274],"prior":[275],"knowledge,":[276],"which":[277],"may":[278],"provide":[279],"simple":[281],"valuable":[283],"global":[286],"partitioning":[288],"estimation.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2023-10-06T00:00:00"}
