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Clisagri: An R package for agro-climate services

Andrej Ceglar, Andrea Toreti, Matteo Zampieri, Valentina Manstretta, T. Bettati, M. Bratu

2020Climate Services21 citationsDOIOpen Access PDF

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

Topics & Concepts

PhenologyDuration (music)Variety (cybernetics)Extreme weatherCropClimate changeAgricultural engineeringSelection (genetic algorithm)Set (abstract data type)Environmental scienceHeat stressYield (engineering)Environmental resource managementComputer scienceMathematicsAgronomyEngineeringAtmospheric sciencesEcologyStatisticsBiologyProgramming languageLiteratureArtificial intelligenceArtGeologyMaterials scienceMetallurgyClimate change impacts on agricultureHydrology and Drought AnalysisWheat and Barley Genetics and Pathology