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handle: 10261/286238 , 2268/267421
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
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
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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