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Agricultural Water Management
Article . 2022 . Peer-reviewed
License: CC BY NC ND
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Article . 2023 . Peer-reviewed
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Lirias
Article . 2022
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Calibration and validation of the FAO AquaCrop water productivity model for cassava (Manihot esculenta Crantz)

Authors: Wellens, Joost; Raes, Dirk; Fereres, Elias; Diels, Jan; Coppye, Cecilia; Adiele, Joy Geraldine; Ezui, Kodjovi Senam Guillaume; +4 Authors

Calibration and validation of the FAO AquaCrop water productivity model for cassava (Manihot esculenta Crantz)

Abstract

FAO's water-driven crop growth simulation model, AquaCrop, was calibrated and validated for cassava (Manihot esculenta Crantz). Existing datasets, used in similar published works, were shared covering several years and regions (Colombia, Nigeria and Togo). Different varieties were tested for the case of Colombia and a single variety (TME-419) for Nigeria and Togo. Overall calibrated biomass simulations resulted in an R2 of 0.96 and a RMSE of 1.99 tonne DM/ha. As for dry tuber yield estimates, it was not possible to find a single harvest index for the ensembled varieties given their varying characteristics and limited data per variety. However, for the TME-419 variety (Nigeria and Togo) calibrated root tuber simulations yielded and R2 of 0.94 and a RMSE of 2.37 tonne DM/ha. A single crop-file was developed for different cassava varieties and agro-ecological regions, which can be applied with confidence to further study cassava related food security, water productivity, improved agronomic practices, etc.

All data are made available for download at GitHub (https://github.com/Joost-Wellens/AquaCrop_cassava_data). The cassava crop file will also be made available in the upcoming new version 7.0 of AquaCrop (www.fao.org/aquacrop).

Peer reviewed

Countries
Belgium, Belgium, Spain
Keywords

Yield, SIMULATE YIELD RESPONSE, West-Africa, 3002 Agriculture, land and farm management, South-America, CROP MODEL, 0905 Civil Engineering, 3004 Crop and pasture production, 4005 Civil engineering, Agriculture & agronomie, Biomass, Crop model, 0701 Agriculture, Land and Farm Management, 0799 Other Agricultural and Veterinary Sciences, Science & Technology, biomass, Canopy cover, crop model, Agriculture, Agronomy & Agriculture, yield, Agriculture & agronomy, Life sciences, Agronomy, Physical Sciences, canopy cover, Sciences du vivant, Water Resources, Life Sciences & Biomedicine, MATTER

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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33
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