» Articles » PMID: 33458448

Clisagri: An R Package for Agro-climate Services

Overview
Journal Clim Serv
Publisher Elsevier
Date 2021 Jan 18
PMID 33458448
Citations 1
Authors
Affiliations
Soon will be listed here.
Abstract

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 . The package is complemented with a set of optimization functions, which target optimal variety selection in terms of crop cycle duration.

Citing Articles

Climate service driven adaptation may alleviate the impacts of climate change in agriculture.

Toreti A, Bassu S, Asseng S, Zampieri M, Ceglar A, Royo C Commun Biol. 2022; 5(1):1235.

PMID: 36371540 PMC: 9653372. DOI: 10.1038/s42003-022-04189-9.

References
1.
Frederiks T, Christopher J, Sutherland M, Borrell A . Post-head-emergence frost in wheat and barley: defining the problem, assessing the damage, and identifying resistance. J Exp Bot. 2015; 66(12):3487-98. DOI: 10.1093/jxb/erv088. View

2.
Barnabas B, Jager K, Feher A . The effect of drought and heat stress on reproductive processes in cereals. Plant Cell Environ. 2007; 31(1):11-38. DOI: 10.1111/j.1365-3040.2007.01727.x. View

3.
Isidro J, Alvaro F, Royo C, Villegas D, Miralles D, Garcia Del Moral L . Changes in duration of developmental phases of durum wheat caused by breeding in Spain and Italy during the 20th century and its impact on yield. Ann Bot. 2011; 107(8):1355-66. PMC: 3101139. DOI: 10.1093/aob/mcr063. View

4.
Ceglar A, Toreti A, Prodhomme C, Zampieri M, Turco M, Doblas-Reyes F . Land-surface initialisation improves seasonal climate prediction skill for maize yield forecast. Sci Rep. 2018; 8(1):1322. PMC: 5778075. DOI: 10.1038/s41598-018-19586-6. View

5.
Reynolds M, Bonnett D, Chapman S, Furbank R, Manes Y, Mather D . Raising yield potential of wheat. I. Overview of a consortium approach and breeding strategies. J Exp Bot. 2010; 62(2):439-52. DOI: 10.1093/jxb/erq311. View