{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T19:10:20Z","timestamp":1756321820536,"version":"3.44.0"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Land Surface Analysis Satellite Applications Facility (LSA-SAF) [European Organisation for the Exploitation of Meteorological Satellites(EUMETSAT)]"},{"name":"Ministerio de Ciencia e Innovaci\u00f3n [Ministry of Science and Innovation (MCIN)]\/Agencia Estatal de Investigaci\u00f3n [State Research Agency (AEI)]\/10"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tgrs.2025.3600250","type":"journal-article","created":{"date-parts":[[2025,8,19]],"date-time":"2025-08-19T18:16:06Z","timestamp":1755627366000},"page":"1-19","source":"Crossref","is-referenced-by-count":0,"title":["Toward a Unifying Framework for Biophysical Variable Retrieval From EUMETSAT Sensors: Application to Meteosat Data"],"prefix":"10.1109","volume":"63","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-9691-5567","authenticated-orcid":false,"given":"Adri\u00e1n","family":"Jim\u00e9nez-Guisado","sequence":"first","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5888-0061","authenticated-orcid":false,"given":"Francisco","family":"Javier Garc\u00eda-Haro","sequence":"additional","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5929-3942","authenticated-orcid":false,"given":"Manuel","family":"Campos-Taberner","sequence":"additional","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6354-9899","authenticated-orcid":false,"given":"Beatriz","family":"Mart\u00ednez","sequence":"additional","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4849-9918","authenticated-orcid":false,"given":"Sergio","family":"S\u00e1nchez-Ruiz","sequence":"additional","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando","family":"Camacho","sequence":"additional","affiliation":[{"name":"Earth Observation Laboratory (EOLAB), Paterna, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Enrique","family":"Mart\u00ednez","sequence":"additional","affiliation":[{"name":"Earth Observation Laboratory (EOLAB), Paterna, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jorge","family":"S\u00e1nchez-Zapero","sequence":"additional","affiliation":[{"name":"Earth Observation Laboratory (EOLAB), Paterna, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3548-1524","authenticated-orcid":false,"given":"Mar\u00eda","family":"Amparo Gilabert","sequence":"additional","affiliation":[{"name":"Environmental Remote Sensing Group (UV-ERS), Universitat de València, Burjassot, València, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1175\/bams-d-13-00047.1"},{"volume-title":"The 2022 GCOS Implementation Plan","year":"2022","key":"ref2"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/01431161003743199"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/rs11182103"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/01431160512331337817"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/s0034-4257(01)00241-3"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2005.05.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.03.005"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2012.12.027"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2024.114595"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/rs11131517"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5194\/gi-11-389-2022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5194\/essd-16-567-2024"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/rs10081262"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.10.009"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/rs10050763"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/3206.001.0001"},{"issue":"65","key":"ref18","first-page":"1939","article-title":"A unifying view of sparse approximate Gaussian process regression","volume":"6","author":"Qui\u00f1onero-Candela","year":"2005","journal-title":"J. Mach. Learn. Res."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2008.01.026"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2007.02.018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2020.02.007"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/j.1365-2486.2011.02451.x"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/s0034-4257(02)00035-4"},{"key":"ref24","first-page":"77","article-title":"The influence of soil salinity, growth form, and leaf moisture on the spectral radiance of Spartina alterniflora Canopies","volume":"49","author":"Hardisky","year":"1983","journal-title":"Photogramm. Eng. Remote Sens."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2018.04.053"},{"key":"ref26","first-page":"682","article-title":"Using the Nystr\u00f6m method to speed up kernel machines","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"13","author":"Williams"},{"key":"ref27","first-page":"625","article-title":"Fast sparse Gaussian process methods: The informative vector machine","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"15","author":"Herbrich"},{"key":"ref28","first-page":"1257","article-title":"Sparse Gaussian processes using pseudo-inputs","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"18","author":"Snelson"},{"volume-title":"Flexible and Efficient Gaussian Process Models for Machine Learning","year":"2008","author":"Snelson","key":"ref29"},{"volume-title":"The EUMETSAT Satellite Application Facility on Land Surface Analysis (LSA SAF) Validation Report EPS\/AVHRR Vegetation Parameters","year":"2017","author":"Camacho","key":"ref30"},{"key":"ref31","first-page":"109","volume-title":"MSG\/SEVIRI Vegetation Parameters (VEGA) Validation Report","author":"Camacho","year":"2018"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2012.06.010"},{"author":"Camacho","key":"ref33","article-title":"Quality assessment of the LAI, FAPAR and FVC climate data records derived from the EUMETSAT polar system data in the LSA SAF service"},{"volume-title":"Algorithm Theoretical Basis Document (ATBD) for Land Surface Albedo Version 2 From MSG-SEVIRI","year":"2023","author":"Geiger et al","key":"ref34"},{"volume-title":"MODIS Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation Absorbed by Vegetation (FPAR) Product (MOD15) Algorithm Theoretical Basis Document","year":"1999","author":"Knyazikhin et al","key":"ref35"},{"volume-title":"VIIRS Leaf Area Index (LAI) and Fraction of Photosynthetically Active Radiation Absorbed by Vegetation (FPAR) Product Algorithm Theoretical Basis Document","year":"2018","author":"Park","key":"ref36"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.02.030"},{"volume-title":"Quality Assessment Report PROBA-V GEOV1 LAI, FAPAR, FCover, Gio Global Land Component Lot I, Issue I3.11","year":"2017","author":"Camacho","key":"ref38"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.3390\/rs12061017"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/rs8060460"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2017.2775247"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/f9020073"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2020.111935"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3390\/rs12162596"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/rs15041081"},{"article-title":"CEOS LPV DIRECT V2.1: A database of upscaled LAI, FAPAR and Fcover values for satellite biophysical product validation","year":"2024","author":"Camacho","key":"ref46"},{"key":"ref47","article-title":"Global leaf area index product validation good practices","author":"Fernandes","year":"2014","journal-title":"Best Practice for Satellite-Derived Land Product Validation"},{"volume-title":"Vegetation Field Data and Production of Ground-Based Maps: Albufera Site, Valencia, Spain. June-August 2014 Report","year":"2014","author":"Sendra","key":"ref48"},{"volume-title":"Vegetation Field Data and Production of Ground-Based Maps","year":"2015","author":"Latorre","key":"ref49"},{"key":"ref50","first-page":"105","volume-title":"Technical Assistance to Fieldwork in the Harth Forest During Sen2Exp","author":"Vreys","year":"2014"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/tgrs.2012.2227061"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2017.2679159"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2005.10.056"},{"volume-title":"MODIS BRDF\/Albedo Product: Algorithm Theoretical Basis Document Version 5.0","year":"1999","author":"Strahler et al","key":"ref54"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/36\/10807682\/11130390.pdf?arnumber=11130390","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T18:30:44Z","timestamp":1756319444000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11130390\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2025.3600250","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"type":"print","value":"0196-2892"},{"type":"electronic","value":"1558-0644"}],"subject":[],"published":{"date-parts":[[2025]]}}}