{"id":"https://openalex.org/W3085031235","doi":"https://doi.org/10.3390/rs12182915","title":"Global Monitoring of the Vegetation Dynamics from the Vegetation Optical Depth (VOD): A Review","display_name":"Global Monitoring of the Vegetation Dynamics from the Vegetation Optical Depth (VOD): A Review","publication_year":2020,"publication_date":"2020-09-08","ids":{"openalex":"https://openalex.org/W3085031235","doi":"https://doi.org/10.3390/rs12182915","mag":"3085031235"},"language":"en","primary_location":{"id":"doi:10.3390/rs12182915","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182915","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2915/pdf?version=1599730558","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":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/12/18/2915/pdf?version=1599730558","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080685651","display_name":"Fr\u00e9d\u00e9ric Frappart","orcid":"https://orcid.org/0000-0002-4661-8274"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210112630","display_name":"Laboratoire d\u2019\u00c9tudes en G\u00e9ophysique et Oc\u00e9anographie Spatiales","ror":"https://ror.org/02chvqy57","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210112630","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Fr\u00e9d\u00e9ric Frappart","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","LEGOS, Universit\u00e9 de Toulouse, CNES, CNRS, IRD, UPS\u201414 avenue Edouard Belin, 31400 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]},{"raw_affiliation_string":"LEGOS, Universit\u00e9 de Toulouse, CNES, CNRS, IRD, UPS\u201414 avenue Edouard Belin, 31400 Toulouse, France","institution_ids":["https://openalex.org/I17866349","https://openalex.org/I4210112630","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043940512","display_name":"Jean\u2010Pierre Wigneron","orcid":"https://orcid.org/0000-0001-5345-3618"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Pierre Wigneron","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100335647","display_name":"Xiaojun Li","orcid":"https://orcid.org/0000-0002-3831-4852"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiaojun Li","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030042823","display_name":"Xiangzhuo Liu","orcid":"https://orcid.org/0000-0002-1690-7083"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiangzhuo Liu","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040956718","display_name":"Amen Al\u2010Yaari","orcid":"https://orcid.org/0000-0001-7530-6088"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210112279","display_name":"Milieux environnementaux, transferts et interactions dans les hydrosyst\u00e8mes et les sols","ror":"https://ror.org/0229z0679","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I159885104","https://openalex.org/I2746051580","https://openalex.org/I39804081","https://openalex.org/I4210107625","https://openalex.org/I4210112279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amen Al-Yaari","raw_affiliation_strings":["Sorbonne Universit\u00e9, UMR 7619 METIS, Case 105, 4 place Jussieu, F-75005 Paris, France"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, UMR 7619 METIS, Case 105, 4 place Jussieu, F-75005 Paris, France","institution_ids":["https://openalex.org/I4210112279","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086413296","display_name":"Lei Fan","orcid":"https://orcid.org/0000-0002-1834-5088"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Fan","raw_affiliation_strings":["School of Geographical Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Geographical Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070547487","display_name":"Mengjia Wang","orcid":"https://orcid.org/0000-0002-2525-8185"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210166112","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210166112"]}],"countries":["CN","FR"],"is_corresponding":false,"raw_author_name":"Mengjia Wang","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]},{"raw_affiliation_string":"State Key Laboratory of Remote Sensing Science, Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China","institution_ids":["https://openalex.org/I4210166112","https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052879177","display_name":"Christophe Moisy","orcid":"https://orcid.org/0000-0003-0696-1139"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christophe Moisy","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030052690","display_name":"Erwan Le Masson","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Erwan Le Masson","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090842042","display_name":"Zacharie Aoulad Lafkih","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Zacharie Aoulad Lafkih","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011313459","display_name":"Cl\u00e9ment Vall\u00e9","orcid":"https://orcid.org/0000-0003-3814-7975"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Vall\u00e9","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070096210","display_name":"Bertrand Ygorra","orcid":"https://orcid.org/0000-0003-4217-1839"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]},{"id":"https://openalex.org/I4210134216","display_name":"Unit\u00e9 mixte de recherche \u0152nologie","ror":"https://ror.org/0473hxz56","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I4210088668","https://openalex.org/I4210096859","https://openalex.org/I4210134216","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Ygorra","raw_affiliation_strings":["INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","VisioTerra, 14 rue Albert Einstein, 77420 Champs-sur-Marne, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR1391 ISPA, Universit\u00e9 de Bordeaux, F-33140 Villenave d\u2019Ornon, France","institution_ids":["https://openalex.org/I4210134216","https://openalex.org/I4210088668","https://openalex.org/I15057530"]},{"raw_affiliation_string":"VisioTerra, 14 rue Albert Einstein, 77420 Champs-sur-Marne, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005595654","display_name":"Nicolas Baghdadi","orcid":"https://orcid.org/0000-0002-9461-4120"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210088668","display_name":"Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement","ror":"https://ror.org/003vg9w96","country_code":"FR","type":"government","lineage":["https://openalex.org/I4210088668"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Baghdadi","raw_affiliation_strings":["INRAE, UMR TETIS, University of Montpellier, 500 rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France"],"affiliations":[{"raw_affiliation_string":"INRAE, UMR TETIS, University of Montpellier, 500 rue Fran\u00e7ois Breton, CEDEX 5, 34093 Montpellier, France","institution_ids":["https://openalex.org/I19894307","https://openalex.org/I4210088668"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5080685651"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I15057530","https://openalex.org/I17866349","https://openalex.org/I4210088668","https://openalex.org/I4210112630","https://openalex.org/I4210134216","https://openalex.org/I4210166444"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":10.7008,"has_fulltext":true,"cited_by_count":227,"citation_normalized_percentile":{"value":0.99252171,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":"18","first_page":"2915","last_page":"2915"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11312","display_name":"Soil Moisture and Remote Sensing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9976000189781189,"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/T10644","display_name":"Cryospheric studies and observations","score":0.9944000244140625,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.7622877359390259},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7497541308403015},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6145352125167847},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6030706167221069},{"id":"https://openalex.org/keywords/extinction","display_name":"Extinction (optical mineralogy)","score":0.47390544414520264},{"id":"https://openalex.org/keywords/biomass","display_name":"Biomass (ecology)","score":0.41809284687042236},{"id":"https://openalex.org/keywords/atmospheric-sciences","display_name":"Atmospheric sciences","score":0.3338857591152191},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.32267749309539795},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16792133450508118},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12775319814682007},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.06997114419937134}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.7622877359390259},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7497541308403015},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6145352125167847},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6030706167221069},{"id":"https://openalex.org/C101991246","wikidata":"https://www.wikidata.org/wiki/Q5422078","display_name":"Extinction (optical mineralogy)","level":2,"score":0.47390544414520264},{"id":"https://openalex.org/C115540264","wikidata":"https://www.wikidata.org/wiki/Q2945560","display_name":"Biomass (ecology)","level":2,"score":0.41809284687042236},{"id":"https://openalex.org/C91586092","wikidata":"https://www.wikidata.org/wiki/Q757520","display_name":"Atmospheric sciences","level":1,"score":0.3338857591152191},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.32267749309539795},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16792133450508118},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12775319814682007},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06997114419937134},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12182915","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182915","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2915/pdf?version=1599730558","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:HAL:hal-02952474v1","is_oa":true,"landing_page_url":"https://hal.inrae.fr/hal-02952474","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2020, 12 (18), pp.2915. ⟨10.3390/rs12182915⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:e75c533585db464e91a68550d3cedaaf","is_oa":true,"landing_page_url":"https://doaj.org/article/e75c533585db464e91a68550d3cedaaf","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 18, p 2915 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/18/2915/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12182915","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 12; Issue 18; Pages: 2915","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12182915","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12182915","pdf_url":"https://www.mdpi.com/2072-4292/12/18/2915/pdf?version=1599730558","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":[{"id":"https://openalex.org/G1426318481","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G2300736770","display_name":null,"funder_award_id":"(CSC)","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G2784987412","display_name":null,"funder_award_id":"TOSCA CASCHMIR","funder_id":"https://openalex.org/F4320321519","funder_display_name":"Centre National d\u2019Etudes Spatiales"},{"id":"https://openalex.org/G6053939218","display_name":null,"funder_award_id":"CIFRE","funder_id":"https://openalex.org/F4320321663","funder_display_name":"Association Nationale de la Recherche et de la Technologie"},{"id":"https://openalex.org/G8019561264","display_name":null,"funder_award_id":"CASCHMIR","funder_id":"https://openalex.org/F4320321519","funder_display_name":"Centre National d\u2019Etudes Spatiales"},{"id":"https://openalex.org/G8398573998","display_name":null,"funder_award_id":"PhD grant","funder_id":"https://openalex.org/F4320321519","funder_display_name":"Centre National d\u2019Etudes Spatiales"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"}],"funders":[{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320321663","display_name":"Association Nationale de la Recherche et de la Technologie","ror":"https://ror.org/00ht2ab73"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3085031235.pdf","grobid_xml":"https://content.openalex.org/works/W3085031235.grobid-xml"},"referenced_works_count":204,"referenced_works":["https://openalex.org/W338431282","https://openalex.org/W385663865","https://openalex.org/W1213579217","https://openalex.org/W1504919435","https://openalex.org/W1531301625","https://openalex.org/W1629378741","https://openalex.org/W1910050210","https://openalex.org/W1917992016","https://openalex.org/W1966757384","https://openalex.org/W1966895245","https://openalex.org/W1967088268","https://openalex.org/W1967395374","https://openalex.org/W1967428467","https://openalex.org/W1968188542","https://openalex.org/W1968776599","https://openalex.org/W1972236369","https://openalex.org/W1972417253","https://openalex.org/W1973681195","https://openalex.org/W1975162780","https://openalex.org/W1977175067","https://openalex.org/W1977545093","https://openalex.org/W1977557439","https://openalex.org/W1978617972","https://openalex.org/W1978835122","https://openalex.org/W1978947024","https://openalex.org/W1984670836","https://openalex.org/W1987389994","https://openalex.org/W1987440034","https://openalex.org/W1987923818","https://openalex.org/W1993365637","https://openalex.org/W1994674869","https://openalex.org/W1997496487","https://openalex.org/W1998997260","https://openalex.org/W2002384407","https://openalex.org/W2008003618","https://openalex.org/W2008045158","https://openalex.org/W2009202065","https://openalex.org/W2009920381","https://openalex.org/W2010207872","https://openalex.org/W2011560911","https://openalex.org/W2017458076","https://openalex.org/W2019449483","https://openalex.org/W2020095931","https://openalex.org/W2022934840","https://openalex.org/W2025169816","https://openalex.org/W2033281501","https://openalex.org/W2034968407","https://openalex.org/W2036826963","https://openalex.org/W2040144539","https://openalex.org/W2041073097","https://openalex.org/W2044417912","https://openalex.org/W2044479046","https://openalex.org/W2047189523","https://openalex.org/W2048839121","https://openalex.org/W2055969847","https://openalex.org/W2055977389","https://openalex.org/W2056063911","https://openalex.org/W2062763853","https://openalex.org/W2063623478","https://openalex.org/W2064005663","https://openalex.org/W2065451693","https://openalex.org/W2072093516","https://openalex.org/W2072567364","https://openalex.org/W2074705849","https://openalex.org/W2077252525","https://openalex.org/W2077919084","https://openalex.org/W2078285988","https://openalex.org/W2078865635","https://openalex.org/W2084395419","https://openalex.org/W2084670992","https://openalex.org/W2084952127","https://openalex.org/W2087544363","https://openalex.org/W2089036470","https://openalex.org/W2092901192","https://openalex.org/W2093540905","https://openalex.org/W2093608156","https://openalex.org/W2096391357","https://openalex.org/W2096682311","https://openalex.org/W2098289300","https://openalex.org/W2101675165","https://openalex.org/W2104078969","https://openalex.org/W2104145134","https://openalex.org/W2107224874","https://openalex.org/W2107437432","https://openalex.org/W2107474547","https://openalex.org/W2111363125","https://openalex.org/W2112063933","https://openalex.org/W2113242271","https://openalex.org/W2113530939","https://openalex.org/W2116379108","https://openalex.org/W2116428100","https://openalex.org/W2116588317","https://openalex.org/W2118102799","https://openalex.org/W2120340076","https://openalex.org/W2121025662","https://openalex.org/W2122477890","https://openalex.org/W2124780755","https://openalex.org/W2125088844","https://openalex.org/W2125550848","https://openalex.org/W2128078927","https://openalex.org/W2128467912","https://openalex.org/W2132191918","https://openalex.org/W2132874271","https://openalex.org/W2134147856","https://openalex.org/W2135176455","https://openalex.org/W2135735088","https://openalex.org/W2136008108","https://openalex.org/W2138592827","https://openalex.org/W2140990017","https://openalex.org/W2143362486","https://openalex.org/W2144137496","https://openalex.org/W2147094147","https://openalex.org/W2151011640","https://openalex.org/W2152269371","https://openalex.org/W2153243519","https://openalex.org/W2153306914","https://openalex.org/W2157334214","https://openalex.org/W2158818983","https://openalex.org/W2159334193","https://openalex.org/W2160227977","https://openalex.org/W2161887223","https://openalex.org/W2161925018","https://openalex.org/W2166105691","https://openalex.org/W2166394891","https://openalex.org/W2166609657","https://openalex.org/W2167313312","https://openalex.org/W2169455439","https://openalex.org/W2171596141","https://openalex.org/W2173896314","https://openalex.org/W2176285294","https://openalex.org/W2211624364","https://openalex.org/W2290757597","https://openalex.org/W2293055187","https://openalex.org/W2340413473","https://openalex.org/W2343263790","https://openalex.org/W2399809112","https://openalex.org/W2405719556","https://openalex.org/W2472102002","https://openalex.org/W2477729891","https://openalex.org/W2485420366","https://openalex.org/W2509322744","https://openalex.org/W2522239823","https://openalex.org/W2522990485","https://openalex.org/W2530272054","https://openalex.org/W2549013484","https://openalex.org/W2553451577","https://openalex.org/W2559654386","https://openalex.org/W2565950407","https://openalex.org/W2567491594","https://openalex.org/W2586443140","https://openalex.org/W2587765506","https://openalex.org/W2592532928","https://openalex.org/W2601902151","https://openalex.org/W2607327501","https://openalex.org/W2616349897","https://openalex.org/W2620966452","https://openalex.org/W2731015236","https://openalex.org/W2737609272","https://openalex.org/W2753979338","https://openalex.org/W2758339808","https://openalex.org/W2762180336","https://openalex.org/W2765631556","https://openalex.org/W2765836469","https://openalex.org/W2767528493","https://openalex.org/W2767701467","https://openalex.org/W2772130973","https://openalex.org/W2773793494","https://openalex.org/W2775816700","https://openalex.org/W2777772327","https://openalex.org/W2783316026","https://openalex.org/W2797812361","https://openalex.org/W2803336662","https://openalex.org/W2885570979","https://openalex.org/W2887753654","https://openalex.org/W2894997012","https://openalex.org/W2897204933","https://openalex.org/W2900798197","https://openalex.org/W2908863877","https://openalex.org/W2927226345","https://openalex.org/W2931296521","https://openalex.org/W2936453454","https://openalex.org/W2944309081","https://openalex.org/W2944894595","https://openalex.org/W2964554484","https://openalex.org/W2966758915","https://openalex.org/W2971699606","https://openalex.org/W2982099882","https://openalex.org/W2985323358","https://openalex.org/W2987192344","https://openalex.org/W2990093227","https://openalex.org/W2991639467","https://openalex.org/W2999012568","https://openalex.org/W3004005115","https://openalex.org/W3004469112","https://openalex.org/W3042891649","https://openalex.org/W3123157567","https://openalex.org/W3133192255","https://openalex.org/W4244566850","https://openalex.org/W4299826848","https://openalex.org/W6627899717","https://openalex.org/W6631984659","https://openalex.org/W6746079532","https://openalex.org/W6758280163","https://openalex.org/W6762678490"],"related_works":["https://openalex.org/W3003614869","https://openalex.org/W1973691824","https://openalex.org/W2587085640","https://openalex.org/W613780472","https://openalex.org/W4386071021","https://openalex.org/W2054394682","https://openalex.org/W4210347497","https://openalex.org/W3089787722","https://openalex.org/W2324371611","https://openalex.org/W4309269549"],"abstract_inverted_index":{"Vegetation":[0],"is":[1,17,66,95],"a":[2,100,197],"key":[3],"element":[4],"in":[5,79,163,196],"the":[6,13,33,48,58,60,69,75,80,125,130,137,145,154,164,177],"energy,":[7],"water":[8,127],"and":[9,16,23,38,83,91,129,147,153,176,183],"carbon":[10],"balances":[11],"over":[12],"land":[14],"surfaces":[15],"strongly":[18],"impacted":[19],"by":[20,180,184],"climate":[21],"change":[22],"anthropogenic":[24],"effects.":[25],"Remotely":[26],"sensed":[27],"observations":[28],"are":[29,151,166,174,200],"commonly":[30],"used":[31,97,112],"for":[32,98,143],"monitoring":[34,99],"of":[35,71,103,140],"vegetation":[36,61,76,105,126],"dynamics":[37],"its":[39],"temporal":[40],"changes":[41],"from":[42,52,88,116,160],"regional":[43],"to":[44,56,68,113,118,193],"global":[45,155],"scales.":[46],"Among":[47],"different":[49,109],"indices":[50],"derived":[51,87],"Earth":[53],"observation":[54],"satellites":[55],"study":[57],"vegetation,":[59],"optical":[62],"depth":[63],"(VOD),":[64],"which":[65,84],"related":[67],"intensity":[70],"extinction":[72],"effects":[73],"within":[74],"canopy":[77],"layer":[78],"microwave":[81,93,149],"domain":[82],"can":[85],"be":[86,194],"both":[89,144],"passive":[90,146],"active":[92,148],"observations,":[94],"increasingly":[96],"wide":[101],"range":[102],"ecological":[104],"variables.":[106],"Based":[107],"on":[108],"frequency":[110],"bands":[111],"derive":[114],"VOD,":[115],"L-":[117],"Ka-bands,":[119],"these":[120],"variables":[121],"include,":[122],"among":[123],"others,":[124],"content/status":[128],"above":[131],"ground":[132],"biomass.":[133],"In":[134],"this":[135],"review,":[136],"theoretical":[138],"bases":[139],"VOD":[141,157,173],"estimates":[142],"domains":[150],"presented":[152],"long-term":[156],"products":[158],"computed":[159],"various":[161],"groups":[162],"world":[165],"described.":[167],"Then,":[168],"major":[169],"findings":[170],"obtained":[171],"using":[172],"reviewed":[175],"perspectives":[178],"offered":[179],"methodological":[181],"improvements":[182],"new":[185],"sensors":[186],"onboard":[187],"satellite":[188],"missions":[189],"recently":[190],"launched":[191,195],"or":[192],"close":[198],"future":[199],"presented.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":48},{"year":2024,"cited_by_count":55},{"year":2023,"cited_by_count":34},{"year":2022,"cited_by_count":45},{"year":2021,"cited_by_count":27},{"year":2020,"cited_by_count":4}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2020-09-21T00:00:00"}