Cargando…

Clisagri: An R package for agro-climate services

Crop yields are affected by unfavourable/extreme weather and climate events occurring during sensitive growth stages. Understanding the risks associated with these events is essential to adapt agro-management decisions and reduce losses. For this purpose, we propose a targeted climate service integr...

Descripción completa

Detalles Bibliográficos
Autores principales: Ceglar, A., Toreti, A., Zampieri, M., Manstretta, V., Bettati, T., Bratu, M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789046/
https://www.ncbi.nlm.nih.gov/pubmed/33458448
http://dx.doi.org/10.1016/j.cliser.2020.100197
_version_ 1783633154604531712
author Ceglar, A.
Toreti, A.
Zampieri, M.
Manstretta, V.
Bettati, T.
Bratu, M.
author_facet Ceglar, A.
Toreti, A.
Zampieri, M.
Manstretta, V.
Bettati, T.
Bratu, M.
author_sort Ceglar, A.
collection PubMed
description Crop yields are affected by unfavourable/extreme weather and climate events occurring during sensitive growth stages. Understanding the risks associated with these events is essential to adapt agro-management decisions and reduce losses. For this purpose, we propose a targeted climate service integrating a dynamic crop phenology model with an approach based on dedicated agro-climate risk indicators. The initial set of these indicators has been developed in a co-design approach with agronomists and durum wheat farmers participating as end-users in the H2020-MedGOLD project. Four groups of indicators characterize drought events, excessive wetness, cold stress and heat stress during sensitive growth stages. The proposed approach has been fully implemented as an R-package named Clisagri. The package is complemented with a set of optimization functions, which target optimal variety selection in terms of crop cycle duration.
format Online
Article
Text
id pubmed-7789046
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-77890462021-01-14 Clisagri: An R package for agro-climate services Ceglar, A. Toreti, A. Zampieri, M. Manstretta, V. Bettati, T. Bratu, M. Clim Serv Article Crop yields are affected by unfavourable/extreme weather and climate events occurring during sensitive growth stages. Understanding the risks associated with these events is essential to adapt agro-management decisions and reduce losses. For this purpose, we propose a targeted climate service integrating a dynamic crop phenology model with an approach based on dedicated agro-climate risk indicators. The initial set of these indicators has been developed in a co-design approach with agronomists and durum wheat farmers participating as end-users in the H2020-MedGOLD project. Four groups of indicators characterize drought events, excessive wetness, cold stress and heat stress during sensitive growth stages. The proposed approach has been fully implemented as an R-package named Clisagri. The package is complemented with a set of optimization functions, which target optimal variety selection in terms of crop cycle duration. Elsevier 2020-12 /pmc/articles/PMC7789046/ /pubmed/33458448 http://dx.doi.org/10.1016/j.cliser.2020.100197 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ceglar, A.
Toreti, A.
Zampieri, M.
Manstretta, V.
Bettati, T.
Bratu, M.
Clisagri: An R package for agro-climate services
title Clisagri: An R package for agro-climate services
title_full Clisagri: An R package for agro-climate services
title_fullStr Clisagri: An R package for agro-climate services
title_full_unstemmed Clisagri: An R package for agro-climate services
title_short Clisagri: An R package for agro-climate services
title_sort clisagri: an r package for agro-climate services
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7789046/
https://www.ncbi.nlm.nih.gov/pubmed/33458448
http://dx.doi.org/10.1016/j.cliser.2020.100197
work_keys_str_mv AT ceglara clisagrianrpackageforagroclimateservices
AT toretia clisagrianrpackageforagroclimateservices
AT zampierim clisagrianrpackageforagroclimateservices
AT manstrettav clisagrianrpackageforagroclimateservices
AT bettatit clisagrianrpackageforagroclimateservices
AT bratum clisagrianrpackageforagroclimateservices