{"id":"https://openalex.org/W4399563215","doi":"https://doi.org/10.1109/jstars.2024.3413184","title":"Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products","display_name":"Global Carbon Fluxes Using Multioutput Gaussian Processes Regression and MODIS Products","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399563215","doi":"https://doi.org/10.1109/jstars.2024.3413184"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3413184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3413184","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and 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/10.1109/jstars.2024.3413184","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047808140","display_name":"Manuel Campos\u2010Taberner","orcid":"https://orcid.org/0000-0001-5929-3942"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Campos-Taberner","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5929-3942","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087778885","display_name":"Mar\u00eda Amparo Gilabert Navarro","orcid":"https://orcid.org/0000-0002-3548-1524"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mar\u00eda Amparo Gilabert","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3548-1524","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022506820","display_name":"Sergio S\u00e1nchez-Ru\u00edz","orcid":"https://orcid.org/0000-0002-4849-9918"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergio S\u00e1nchez-Ruiz","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4849-9918","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086597431","display_name":"Beatriz Mart\u00ednez","orcid":"https://orcid.org/0000-0002-6354-9899"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Beatriz Mart\u00ednez","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-6354-9899","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093076314","display_name":"Adri\u00e1n Jim\u00e9nez-Guisado","orcid":"https://orcid.org/0009-0005-9691-5567"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adri\u00e1n Jim\u00e9nez-Guisado","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0009-0005-9691-5567","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030690607","display_name":"Francisco Javier Garc\u0131\u0301a-Haro","orcid":"https://orcid.org/0000-0001-5888-0061"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francisco Javier Garc\u00eda-Haro","raw_affiliation_strings":["Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5888-0061","affiliations":[{"raw_affiliation_string":"Environmental Remote Sensing Group (UV-ERS), Universitat de Val&#x00E8;ncia, Val&#x00E8;ncia, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080250417","display_name":"Luis Guanter","orcid":"https://orcid.org/0000-0002-8389-5764"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luis Guanter","raw_affiliation_strings":["Land and Atmosphere Remote Sensing Group (LARS), Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-8389-5764","affiliations":[{"raw_affiliation_string":"Land and Atmosphere Remote Sensing Group (LARS), Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia, Valencia, Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.1769,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7545596,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"11310","last_page":"11321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9997000098228455,"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/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.9997000098228455,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9735000133514404,"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":0.9358999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5862274765968323},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4576624035835266},{"id":"https://openalex.org/keywords/carbon-flux","display_name":"Carbon flux","score":0.45493894815444946},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4520622491836548},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.44314640760421753},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.4278026223182678},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.41559192538261414},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.40910714864730835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3760286271572113},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3019922971725464},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22144275903701782},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20747411251068115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.15168598294258118},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.12216296792030334},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09828540682792664},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08923456072807312}],"concepts":[{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5862274765968323},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4576624035835266},{"id":"https://openalex.org/C2993678126","wikidata":"https://www.wikidata.org/wiki/Q167751","display_name":"Carbon flux","level":3,"score":0.45493894815444946},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4520622491836548},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.44314640760421753},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.4278026223182678},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.41559192538261414},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.40910714864730835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3760286271572113},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3019922971725464},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22144275903701782},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20747411251068115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15168598294258118},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.12216296792030334},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09828540682792664},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08923456072807312},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/jstars.2024.3413184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3413184","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:roderic.uv.es:10550/104666","is_oa":true,"landing_page_url":"https://hdl.handle.net/10550/104666","pdf_url":"https://roderic.uv.es/bitstreams/437f31b9-0758-4ffb-9697-8564283de4a0/download","source":{"id":"https://openalex.org/S4306400245","display_name":"Repository of Digital Objects for Teaching Research and Culture (University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16097986","host_organization_name":"Universitat de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I16097986"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Campos Taberner, Manuel Gilabert, M. A. S\u00e1nchez Ruiz, S. Mart\u00ednez, B. Jim\u00e9nez Guisado, A. Garc\u00eda Haro, F. J. Guanter, Luis 2024 Global carbon fluxes using multioutput Gaussian processes regression and MODIS products Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing 17 1 24","raw_type":"journal article"},{"id":"pmh:oai:roderic.uv.es:10550/104674","is_oa":true,"landing_page_url":"https://hdl.handle.net/10550/104674","pdf_url":"https://roderic.uv.es/bitstreams/347f5622-fcc8-4a3d-8c8a-042cc980dd5b/download","source":{"id":"https://openalex.org/S4306400245","display_name":"Repository of Digital Objects for Teaching Research and Culture (University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I16097986","host_organization_name":"Universitat de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I16097986"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Campos Taberner, Manuel Gilabert Navarro, Mar\u00eda Desamparados S\u00e1nchez-Ruiz, Sergio Mart\u00ednez D\u00edaz, Beatriz Jim\u00e9nez-Guisado, Adri\u00e1n Garc\u00eda Haro, Francisco Javier Guanter, Luis 2024 Global carbon fluxes using multioutput Gaussian processes regression and MODIS products Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing 17 11310 11321","raw_type":"journal article"},{"id":"pmh:oai:doaj.org/article:62f278765b2840abb4cb111463d9d38a","is_oa":true,"landing_page_url":"https://doaj.org/article/62f278765b2840abb4cb111463d9d38a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11310-11321 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3413184","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3413184","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2115554841","display_name":null,"funder_award_id":"PID2020-118036RB-I00","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"},{"id":"https://openalex.org/G2262748287","display_name":null,"funder_award_id":"501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G2867640486","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320334905","funder_display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia"},{"id":"https://openalex.org/G300979063","display_name":null,"funder_award_id":"10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3412273058","display_name":null,"funder_award_id":"AEI/ 10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G5520051441","display_name":null,"funder_award_id":"PID2020-118036RB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7266728691","display_name":null,"funder_award_id":"13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8909017353","display_name":null,"funder_award_id":"MCIN/AEI/ 10.13039/501100011033","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320321974","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105"},{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null},{"id":"https://openalex.org/F4320334905","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1966715855","https://openalex.org/W2010439382","https://openalex.org/W2017221919","https://openalex.org/W2020216002","https://openalex.org/W2035962295","https://openalex.org/W2073746712","https://openalex.org/W2079282790","https://openalex.org/W2120924194","https://openalex.org/W2124437404","https://openalex.org/W2134979379","https://openalex.org/W2142967622","https://openalex.org/W2154700052","https://openalex.org/W2162421262","https://openalex.org/W2180426220","https://openalex.org/W2298779432","https://openalex.org/W2338049369","https://openalex.org/W2552476515","https://openalex.org/W2597128531","https://openalex.org/W2762155383","https://openalex.org/W2765724720","https://openalex.org/W2766496462","https://openalex.org/W2777952969","https://openalex.org/W2793366784","https://openalex.org/W2888591157","https://openalex.org/W2903769183","https://openalex.org/W2907203129","https://openalex.org/W2950734190","https://openalex.org/W2978485176","https://openalex.org/W2989912342","https://openalex.org/W2991114489","https://openalex.org/W3032502594","https://openalex.org/W3034109669","https://openalex.org/W3089027435","https://openalex.org/W3093130013","https://openalex.org/W3095448964","https://openalex.org/W3130461578","https://openalex.org/W3211873726","https://openalex.org/W4200250536","https://openalex.org/W4210561111","https://openalex.org/W4211049957","https://openalex.org/W4213182759","https://openalex.org/W4230083568","https://openalex.org/W4313443393","https://openalex.org/W4364368096","https://openalex.org/W4383311370","https://openalex.org/W4388263964","https://openalex.org/W6892272739"],"related_works":["https://openalex.org/W566010457","https://openalex.org/W2600092203","https://openalex.org/W4293503520","https://openalex.org/W4300066510","https://openalex.org/W4406204722","https://openalex.org/W2056958800","https://openalex.org/W2803685231","https://openalex.org/W3134152097","https://openalex.org/W4311388919","https://openalex.org/W2966696655"],"abstract_inverted_index":{"The":[0,84,112,131,208,233,258],"quantification":[1],"of":[2,94,119,133,152,175,239,267],"carbon":[3,15],"fluxes":[4,106],"(CFs)":[5],"is":[6,62],"crucial":[7],"due":[8],"to":[9,33,41,64],"their":[10,109],"role":[11],"in":[12,149,172,277],"the":[13,25,42,95,104,120,134,150,173,186,200,218,255,262,265,272],"global":[14,82],"cycle":[16],"having":[17],"a":[18,47,52,81,117,222],"direct":[19],"impact":[20],"on":[21,127],"Earth's":[22],"climate.":[23],"In":[24,44],"last":[26],"years,":[27],"considerable":[28],"efforts":[29],"have":[30],"been":[31],"made":[32],"scale":[34],"CFs":[35,96,276],"from":[36,116],"eddy":[37],"covariance":[38],"(EC)":[39],"data":[40,202,231],"globe.":[43],"this":[45],"work,":[46],"data-driven":[48],"approach":[49,260],"that":[50,270],"exploits":[51],"multioutput":[53,268],"Gaussian":[54],"processes":[55],"regression":[56],"algorithm":[57],"(<inline-formula":[58],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[59,86,140,142,167,170,180,183,192,195,214,246],"xmlns:xlink=\"http://www.w3.org/1999/xlink\"><tex-math":[60,87,215],"notation=\"LaTeX\">$\\mathcal{G}$</tex-math></inline-formula>-model)":[61],"proposed":[63,259],"jointly":[65,107],"estimate":[66,93],"gross":[67],"primary":[68],"production":[69],"(GPP),":[70],"terrestrial":[71],"ecosystem":[72,77],"respiration":[73],"(TER),":[74],"and":[75,147,155,158,188,221,242,251],"net":[76],"exchange":[78],"(NEE)":[79],"at":[80,204],"scale.":[83,207],"<inline-formula":[85,213],"notation=\"LaTeX\">$\\mathcal{G}$</tex-math></inline-formula>-model":[88,216],"not":[89],"only":[90],"provides":[91],"an":[92,99],"but":[97],"also":[98],"uncertainty.":[100],"Moreover,":[101],"it":[102],"derives":[103],"three":[105],"preserving":[108],"physical":[110,273],"relationship.":[111],"predictors":[113],"are":[114],"selected":[115],"set":[118,203],"moderate-resolution":[121],"imaging":[122],"spectroradiometer":[123],"(MODIS)":[124],"products":[125],"available":[126],"Google":[128],"Earth":[129],"engine.":[130],"performance":[132],"model":[135],"revealed":[136],"high":[137],"accuracies":[138],"(<italic":[139],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">R</i><sup":[141],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[143],"reaching":[144],"0.82,":[145],"0.69,":[146],"0.80":[148],"case":[151,174],"GPP,":[153,176,249],"NEE,":[154,187,252],"TER,":[156,250],"respectively),":[157],"low":[159],"root":[160],"mean":[161,236],"square":[162],"errors":[163],"(1.55":[164],"g":[165,178,190],"m<sup":[166,179,191],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u22122</sup>":[168,181,193],"d<sup":[169,182,194],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">\u22121</sup>":[171,184,196,247],"1.09":[177],"for":[185,197,248,264],"1.14":[189],"TER)":[198],"over":[199],"FLUXNET2015":[201],"eight-day":[205],"time":[206],"GPP":[209,224],"estimates":[210],"provided":[211],"by":[212],"outperformed":[217],"MOD17A2":[219],"product,":[220],"state-of-the-art":[223],"product":[225],"(PML_V2)":[226],"without":[227],"using":[228],"meteorological":[229],"forcing":[230],"sets.":[232],"results":[234],"reported":[235],"annual":[237],"amounts":[238],"133.7,":[240],"114.8,":[241],"18.9":[243],"Pg":[244],"yr<sup":[245],"respectively,":[253],"during":[254],"2002\u20132023":[256],"period.":[257],"paves":[261],"way":[263],"development":[266],"strategies":[269],"preserve":[271],"relationships":[274],"among":[275],"upscaling":[278],"processes.":[279]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}