Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2

Autores
Bontemps, Sophie; Arias, Marcela; Cara, Cosmin; Dedieu, Gérard; Guzzonato, Eric; Hagolle, Olivier; Inglada, Jordi; Matton, Nicolas; Morin, David; Popescu, Ramona; Rabaute, Thierry; Savinaud, Mickael; Sepulcre, Guadalupe; Valero, Silvia; Ahmad, Ijaz; Bégué, Agnès; Wu, Bingfang; De Abelleyra, Diego; Diarra, Alhousseine; Dupuy, Stéphane; French, Andrew; Akhtar, Ibrar ul Hassan; Kussul, Nataliia; Lebourgeois, Valentine; Le Page, Michel; Newby, Terrence; Savin, Igor; Veron, Santiago Ramón; Koetz, Benjamin; Defourny, Pierre
Año de publicación
2015
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Developing better agricultural monitoring capabilities based on Earth Observation data is critical for strengthening food production information and market transparency. The Sentinel-2 mission has the optimal capacity for regional to global agriculture monitoring in terms of resolution (10–20 meter), revisit frequency (five days) and coverage (global). In this context, the European Space Agency launched in 2014 the “Sentinel­2 for Agriculture” project, which aims to prepare the exploitation of Sentinel-2 data for agriculture monitoring through the development of open source processing chains for relevant products. The project generated an unprecedented data set, made of “Sentinel-2 like” time series and in situ data acquired in 2013 over 12 globally distributed sites. Earth Observation time series were mostly built on the SPOT4 (Take 5) data set, which was specifically designed to simulate Sentinel-2. They also included Landsat 8 and RapidEye imagery as complementary data sources. Images were pre-processed to Level 2A and the quality of the resulting time series was assessed. In situ data about cropland, crop type and biophysical variables were shared by site managers, most of them belonging to the “Joint Experiment for Crop Assessment and Monitoring” network. This data set allowed testing and comparing across sites the methodologies that will be at the core of the future “Sentinel­2 for Agriculture” system.
Instituto de Clima y Agua
Fil: Bontemps, Sophie. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Arias, Marcela. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Cara, Cosmin. CS Romania S.A.; Rumania
Fil: Dedieu, Gérard. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Guzzonato, Eric. CS Systèmes d’Information; Francia
Fil: Hagolle, Olivier. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Inglada, Jordi. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Matton, Nicolas. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Morin, David. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Popescu, Ramona. CS Romania S.A.; Rumania
Fil: Rabaute, Thierry. CS Systèmes d’Information; Francia
Fil: Savinaud, Mickael. CS Systèmes d’Information; Francia
Fil: Sepulcre, Guadalupe. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Valero, Silvia. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Ahmad, Ijaz. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; Pakistán
Fil: Bégué, Agnès. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: Wu, Bingfang. Chinese Academy of Sciences. Institute of Remote Sensing and Digital Earth; República de China
Fil: De Abelleyra, Diego. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina
Fil: Diarra, Alhousseine. Université Cadi Ayyad. Faculté des Sciences Semlalia; Marruecos
Fil: Dupuy, Stéphane. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: French, Andrew. United States Department of Agriculture. Agricultural Research Service. Arid Land Agricultural Research Center; Argentina
Fil: Akhtar, Ibrar ul Hassan. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; Pakistán
Fil: Kussul, Nataliia. National Academy of Sciences of Ukraine. Space Research Institute and State Space Agency of Ukraine; Ucrania
Fil: Lebourgeois, Valentine. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: Le Page, Michel. Université Cadi Ayyad. Faculté des Sciences Semlalia. Laboratoire Mixte International TREMA; Marruecos. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Newby, Terrence. Agricultural Research Council; Sudáfrica
Fil: Savin, Igor. V.V. Dokuchaev Soil Science Institute; Rusia
Fil: Verón, Santiago Ramón. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina
Fil: Koetz, Benjamin. European Space Agency. European Space Research Institute; Italia
Fil: Defourny, Pierre. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fuente
Remote Sensing 7 (12) : 16062-16090 (December 2015)
Materia
Imágenes por Satélites
Agricultura
Sensores
Vigilancia
Satellite Imagery
Agriculture
Sensors
Monitoring
Sensores Remotos
Sentinel-2
Landsat 8
SPOT4
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by-nc-sa/4.0/
Repositorio
INTA Digital (INTA)
Institución
Instituto Nacional de Tecnología Agropecuaria
OAI Identificador
oai:localhost:20.500.12123/5524

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oai_identifier_str oai:localhost:20.500.12123/5524
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network_name_str INTA Digital (INTA)
spelling Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2Bontemps, SophieArias, MarcelaCara, CosminDedieu, GérardGuzzonato, EricHagolle, OlivierInglada, JordiMatton, NicolasMorin, DavidPopescu, RamonaRabaute, ThierrySavinaud, MickaelSepulcre, GuadalupeValero, SilviaAhmad, IjazBégué, AgnèsWu, BingfangDe Abelleyra, DiegoDiarra, AlhousseineDupuy, StéphaneFrench, AndrewAkhtar, Ibrar ul HassanKussul, NataliiaLebourgeois, ValentineLe Page, MichelNewby, TerrenceSavin, IgorVeron, Santiago RamónKoetz, BenjaminDefourny, PierreImágenes por SatélitesAgriculturaSensoresVigilanciaSatellite ImageryAgricultureSensorsMonitoringSensores RemotosSentinel-2Landsat 8SPOT4Developing better agricultural monitoring capabilities based on Earth Observation data is critical for strengthening food production information and market transparency. The Sentinel-2 mission has the optimal capacity for regional to global agriculture monitoring in terms of resolution (10–20 meter), revisit frequency (five days) and coverage (global). In this context, the European Space Agency launched in 2014 the “Sentinel­2 for Agriculture” project, which aims to prepare the exploitation of Sentinel-2 data for agriculture monitoring through the development of open source processing chains for relevant products. The project generated an unprecedented data set, made of “Sentinel-2 like” time series and in situ data acquired in 2013 over 12 globally distributed sites. Earth Observation time series were mostly built on the SPOT4 (Take 5) data set, which was specifically designed to simulate Sentinel-2. They also included Landsat 8 and RapidEye imagery as complementary data sources. Images were pre-processed to Level 2A and the quality of the resulting time series was assessed. In situ data about cropland, crop type and biophysical variables were shared by site managers, most of them belonging to the “Joint Experiment for Crop Assessment and Monitoring” network. This data set allowed testing and comparing across sites the methodologies that will be at the core of the future “Sentinel­2 for Agriculture” system.Instituto de Clima y AguaFil: Bontemps, Sophie. Université Catholique de Louvain. Earth and Life Institute; BélgicaFil: Arias, Marcela. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Cara, Cosmin. CS Romania S.A.; RumaniaFil: Dedieu, Gérard. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Guzzonato, Eric. CS Systèmes d’Information; FranciaFil: Hagolle, Olivier. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Inglada, Jordi. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Matton, Nicolas. Université Catholique de Louvain. Earth and Life Institute; BélgicaFil: Morin, David. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Popescu, Ramona. CS Romania S.A.; RumaniaFil: Rabaute, Thierry. CS Systèmes d’Information; FranciaFil: Savinaud, Mickael. CS Systèmes d’Information; FranciaFil: Sepulcre, Guadalupe. Université Catholique de Louvain. Earth and Life Institute; BélgicaFil: Valero, Silvia. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Ahmad, Ijaz. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; PakistánFil: Bégué, Agnès. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; FranciaFil: Wu, Bingfang. Chinese Academy of Sciences. Institute of Remote Sensing and Digital Earth; República de ChinaFil: De Abelleyra, Diego. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; ArgentinaFil: Diarra, Alhousseine. Université Cadi Ayyad. Faculté des Sciences Semlalia; MarruecosFil: Dupuy, Stéphane. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; FranciaFil: French, Andrew. United States Department of Agriculture. Agricultural Research Service. Arid Land Agricultural Research Center; ArgentinaFil: Akhtar, Ibrar ul Hassan. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; PakistánFil: Kussul, Nataliia. National Academy of Sciences of Ukraine. Space Research Institute and State Space Agency of Ukraine; UcraniaFil: Lebourgeois, Valentine. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; FranciaFil: Le Page, Michel. Université Cadi Ayyad. Faculté des Sciences Semlalia. Laboratoire Mixte International TREMA; Marruecos. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; FranciaFil: Newby, Terrence. Agricultural Research Council; SudáfricaFil: Savin, Igor. V.V. Dokuchaev Soil Science Institute; RusiaFil: Verón, Santiago Ramón. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; ArgentinaFil: Koetz, Benjamin. European Space Agency. European Space Research Institute; ItaliaFil: Defourny, Pierre. Université Catholique de Louvain. Earth and Life Institute; BélgicaMDPI2019-07-18T13:22:08Z2019-07-18T13:22:08Z2015-12info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttps://www.mdpi.com/2072-4292/7/12/15815http://hdl.handle.net/20.500.12123/55242072-4292https://doi.org/10.3390/rs71215815Remote Sensing 7 (12) : 16062-16090 (December 2015)reponame:INTA Digital (INTA)instname:Instituto Nacional de Tecnología Agropecuariaenginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/4.0/Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)2025-09-29T13:44:43Zoai:localhost:20.500.12123/5524instacron:INTAInstitucionalhttp://repositorio.inta.gob.ar/Organismo científico-tecnológicoNo correspondehttp://repositorio.inta.gob.ar/oai/requesttripaldi.nicolas@inta.gob.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:l2025-09-29 13:44:43.511INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuariafalse
dc.title.none.fl_str_mv Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
title Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
spellingShingle Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
Bontemps, Sophie
Imágenes por Satélites
Agricultura
Sensores
Vigilancia
Satellite Imagery
Agriculture
Sensors
Monitoring
Sensores Remotos
Sentinel-2
Landsat 8
SPOT4
title_short Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
title_full Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
title_fullStr Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
title_full_unstemmed Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
title_sort Building a Data Set over 12 Globally Distributed Sites to Support the Development of Agriculture Monitoring Applications with Sentinel-2
dc.creator.none.fl_str_mv Bontemps, Sophie
Arias, Marcela
Cara, Cosmin
Dedieu, Gérard
Guzzonato, Eric
Hagolle, Olivier
Inglada, Jordi
Matton, Nicolas
Morin, David
Popescu, Ramona
Rabaute, Thierry
Savinaud, Mickael
Sepulcre, Guadalupe
Valero, Silvia
Ahmad, Ijaz
Bégué, Agnès
Wu, Bingfang
De Abelleyra, Diego
Diarra, Alhousseine
Dupuy, Stéphane
French, Andrew
Akhtar, Ibrar ul Hassan
Kussul, Nataliia
Lebourgeois, Valentine
Le Page, Michel
Newby, Terrence
Savin, Igor
Veron, Santiago Ramón
Koetz, Benjamin
Defourny, Pierre
author Bontemps, Sophie
author_facet Bontemps, Sophie
Arias, Marcela
Cara, Cosmin
Dedieu, Gérard
Guzzonato, Eric
Hagolle, Olivier
Inglada, Jordi
Matton, Nicolas
Morin, David
Popescu, Ramona
Rabaute, Thierry
Savinaud, Mickael
Sepulcre, Guadalupe
Valero, Silvia
Ahmad, Ijaz
Bégué, Agnès
Wu, Bingfang
De Abelleyra, Diego
Diarra, Alhousseine
Dupuy, Stéphane
French, Andrew
Akhtar, Ibrar ul Hassan
Kussul, Nataliia
Lebourgeois, Valentine
Le Page, Michel
Newby, Terrence
Savin, Igor
Veron, Santiago Ramón
Koetz, Benjamin
Defourny, Pierre
author_role author
author2 Arias, Marcela
Cara, Cosmin
Dedieu, Gérard
Guzzonato, Eric
Hagolle, Olivier
Inglada, Jordi
Matton, Nicolas
Morin, David
Popescu, Ramona
Rabaute, Thierry
Savinaud, Mickael
Sepulcre, Guadalupe
Valero, Silvia
Ahmad, Ijaz
Bégué, Agnès
Wu, Bingfang
De Abelleyra, Diego
Diarra, Alhousseine
Dupuy, Stéphane
French, Andrew
Akhtar, Ibrar ul Hassan
Kussul, Nataliia
Lebourgeois, Valentine
Le Page, Michel
Newby, Terrence
Savin, Igor
Veron, Santiago Ramón
Koetz, Benjamin
Defourny, Pierre
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Imágenes por Satélites
Agricultura
Sensores
Vigilancia
Satellite Imagery
Agriculture
Sensors
Monitoring
Sensores Remotos
Sentinel-2
Landsat 8
SPOT4
topic Imágenes por Satélites
Agricultura
Sensores
Vigilancia
Satellite Imagery
Agriculture
Sensors
Monitoring
Sensores Remotos
Sentinel-2
Landsat 8
SPOT4
dc.description.none.fl_txt_mv Developing better agricultural monitoring capabilities based on Earth Observation data is critical for strengthening food production information and market transparency. The Sentinel-2 mission has the optimal capacity for regional to global agriculture monitoring in terms of resolution (10–20 meter), revisit frequency (five days) and coverage (global). In this context, the European Space Agency launched in 2014 the “Sentinel­2 for Agriculture” project, which aims to prepare the exploitation of Sentinel-2 data for agriculture monitoring through the development of open source processing chains for relevant products. The project generated an unprecedented data set, made of “Sentinel-2 like” time series and in situ data acquired in 2013 over 12 globally distributed sites. Earth Observation time series were mostly built on the SPOT4 (Take 5) data set, which was specifically designed to simulate Sentinel-2. They also included Landsat 8 and RapidEye imagery as complementary data sources. Images were pre-processed to Level 2A and the quality of the resulting time series was assessed. In situ data about cropland, crop type and biophysical variables were shared by site managers, most of them belonging to the “Joint Experiment for Crop Assessment and Monitoring” network. This data set allowed testing and comparing across sites the methodologies that will be at the core of the future “Sentinel­2 for Agriculture” system.
Instituto de Clima y Agua
Fil: Bontemps, Sophie. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Arias, Marcela. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Cara, Cosmin. CS Romania S.A.; Rumania
Fil: Dedieu, Gérard. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Guzzonato, Eric. CS Systèmes d’Information; Francia
Fil: Hagolle, Olivier. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Inglada, Jordi. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Matton, Nicolas. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Morin, David. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Popescu, Ramona. CS Romania S.A.; Rumania
Fil: Rabaute, Thierry. CS Systèmes d’Information; Francia
Fil: Savinaud, Mickael. CS Systèmes d’Information; Francia
Fil: Sepulcre, Guadalupe. Université Catholique de Louvain. Earth and Life Institute; Bélgica
Fil: Valero, Silvia. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Ahmad, Ijaz. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; Pakistán
Fil: Bégué, Agnès. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: Wu, Bingfang. Chinese Academy of Sciences. Institute of Remote Sensing and Digital Earth; República de China
Fil: De Abelleyra, Diego. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina
Fil: Diarra, Alhousseine. Université Cadi Ayyad. Faculté des Sciences Semlalia; Marruecos
Fil: Dupuy, Stéphane. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: French, Andrew. United States Department of Agriculture. Agricultural Research Service. Arid Land Agricultural Research Center; Argentina
Fil: Akhtar, Ibrar ul Hassan. Pakistan Space and Upper Atmosphere Research Commission. Space Applications Research Complex. National Agriculture Information Center Directorate; Pakistán
Fil: Kussul, Nataliia. National Academy of Sciences of Ukraine. Space Research Institute and State Space Agency of Ukraine; Ucrania
Fil: Lebourgeois, Valentine. Centre de Coopération Internationale en Recherche Agronomique pour le Développerment; Francia
Fil: Le Page, Michel. Université Cadi Ayyad. Faculté des Sciences Semlalia. Laboratoire Mixte International TREMA; Marruecos. Universite de Toulose - Le Mirail. Centre d’Etudes Spatiales de la BIOsphère; Francia
Fil: Newby, Terrence. Agricultural Research Council; Sudáfrica
Fil: Savin, Igor. V.V. Dokuchaev Soil Science Institute; Rusia
Fil: Verón, Santiago Ramón. Instituto Nacional de Tecnología Agropecuaria (INTA). Instituto de Clima y Agua; Argentina
Fil: Koetz, Benjamin. European Space Agency. European Space Research Institute; Italia
Fil: Defourny, Pierre. Université Catholique de Louvain. Earth and Life Institute; Bélgica
description Developing better agricultural monitoring capabilities based on Earth Observation data is critical for strengthening food production information and market transparency. The Sentinel-2 mission has the optimal capacity for regional to global agriculture monitoring in terms of resolution (10–20 meter), revisit frequency (five days) and coverage (global). In this context, the European Space Agency launched in 2014 the “Sentinel­2 for Agriculture” project, which aims to prepare the exploitation of Sentinel-2 data for agriculture monitoring through the development of open source processing chains for relevant products. The project generated an unprecedented data set, made of “Sentinel-2 like” time series and in situ data acquired in 2013 over 12 globally distributed sites. Earth Observation time series were mostly built on the SPOT4 (Take 5) data set, which was specifically designed to simulate Sentinel-2. They also included Landsat 8 and RapidEye imagery as complementary data sources. Images were pre-processed to Level 2A and the quality of the resulting time series was assessed. In situ data about cropland, crop type and biophysical variables were shared by site managers, most of them belonging to the “Joint Experiment for Crop Assessment and Monitoring” network. This data set allowed testing and comparing across sites the methodologies that will be at the core of the future “Sentinel­2 for Agriculture” system.
publishDate 2015
dc.date.none.fl_str_mv 2015-12
2019-07-18T13:22:08Z
2019-07-18T13:22:08Z
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
status_str publishedVersion
dc.identifier.none.fl_str_mv https://www.mdpi.com/2072-4292/7/12/15815
http://hdl.handle.net/20.500.12123/5524
2072-4292
https://doi.org/10.3390/rs71215815
url https://www.mdpi.com/2072-4292/7/12/15815
http://hdl.handle.net/20.500.12123/5524
https://doi.org/10.3390/rs71215815
identifier_str_mv 2072-4292
dc.language.none.fl_str_mv eng
language eng
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0/
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv MDPI
publisher.none.fl_str_mv MDPI
dc.source.none.fl_str_mv Remote Sensing 7 (12) : 16062-16090 (December 2015)
reponame:INTA Digital (INTA)
instname:Instituto Nacional de Tecnología Agropecuaria
reponame_str INTA Digital (INTA)
collection INTA Digital (INTA)
instname_str Instituto Nacional de Tecnología Agropecuaria
repository.name.fl_str_mv INTA Digital (INTA) - Instituto Nacional de Tecnología Agropecuaria
repository.mail.fl_str_mv tripaldi.nicolas@inta.gob.ar
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