A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves

Detalles Bibliográficos
Autores: Gutiérrez Cabrera, Rosa|||0009-0001-2409-7260, Tarquis Alfonso, Ana María|||0000-0003-2336-5371, Borondo Benito, Javier|||0000-0002-3774-2521
Tipo de recurso: artículo
Fecha de publicación:2025
País:España
Institución:Universidad Politécnica de Madrid
Repositorio:Archivo Digital UPM
OAI Identifier:oai:oa.upm.es:95154
Acceso en línea:https://oa.upm.es/95154/
Access Level:acceso abierto
Palabra clave:remote sensing
NDVI
machine learning
DTW
KNN
XGBoost
irrigated olive groves
sustainability
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spelling A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive GrovesGutiérrez Cabrera, Rosa|||0009-0001-2409-7260Tarquis Alfonso, Ana María|||0000-0003-2336-5371Borondo Benito, Javier|||0000-0002-3774-2521remote sensingNDVImachine learningDTWKNNXGBoostirrigated olive grovessustainability20252025-05-06journal articlehttp://purl.org/coar/resource_type/c_6501info:eu-repo/semantics/articlehttps://oa.upm.es/95154/reponame:Archivo Digital UPMinstname:Universidad Politécnica de MadridInglésenopen accesshttp://purl.org/coar/access_right/c_abf2info:eu-repo/semantics/openAccessoai:oa.upm.es:951542026-06-21T12:45:07Z
dc.title.none.fl_str_mv A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
title A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
spellingShingle A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
Gutiérrez Cabrera, Rosa|||0009-0001-2409-7260
remote sensing
NDVI
machine learning
DTW
KNN
XGBoost
irrigated olive groves
sustainability
title_short A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
title_full A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
title_fullStr A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
title_full_unstemmed A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
title_sort A Machine Learning Approach to Generate High-Resolution Maps of Irrigated Olive Groves
dc.creator.none.fl_str_mv Gutiérrez Cabrera, Rosa|||0009-0001-2409-7260
Tarquis Alfonso, Ana María|||0000-0003-2336-5371
Borondo Benito, Javier|||0000-0002-3774-2521
author Gutiérrez Cabrera, Rosa|||0009-0001-2409-7260
author_facet Gutiérrez Cabrera, Rosa|||0009-0001-2409-7260
Tarquis Alfonso, Ana María|||0000-0003-2336-5371
Borondo Benito, Javier|||0000-0002-3774-2521
author_role author
author2 Tarquis Alfonso, Ana María|||0000-0003-2336-5371
Borondo Benito, Javier|||0000-0002-3774-2521
author2_role author
author
dc.subject.none.fl_str_mv remote sensing
NDVI
machine learning
DTW
KNN
XGBoost
irrigated olive groves
sustainability
topic remote sensing
NDVI
machine learning
DTW
KNN
XGBoost
irrigated olive groves
sustainability
publishDate 2025
dc.date.none.fl_str_mv 2025
2025-05-06
dc.type.none.fl_str_mv journal article
http://purl.org/coar/resource_type/c_6501
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://oa.upm.es/95154/
url https://oa.upm.es/95154/
dc.language.none.fl_str_mv Inglés
en
language_invalid_str_mv Inglés
en
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv reponame:Archivo Digital UPM
instname:Universidad Politécnica de Madrid
instname_str Universidad Politécnica de Madrid
reponame_str Archivo Digital UPM
collection Archivo Digital UPM
repository.name.fl_str_mv
repository.mail.fl_str_mv
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score 15,81155

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