Title: Calibration and validation of the FAO-AquaCrop model for the under-utilized crop quinoa (Chenopodium quinoa Willd.) in the Bolivian Altiplano
Authors: Geerts, Sam
Raes, Dirk
Garcia, Magali
Miranda, Roberto
Cusicanqui, Jorge
Taboada, Cristal
Mamani, Richard
Mendoza, Jorge
Huanca, Ruben
Mhizha, Teddious #
Issue Date: Nov-2007
Publisher: ASA-CSSA-SSSA
Host Document: Proceedings of the ASA-CSSA-SSSA 2007 International Annual Meeting: "A century of integrating crop, soil and environment"
Conference: ASA-CSSA-SSSA 2007 International Annual Meeting: "A century of integrating crop, soil and environment" location:New Orleans, USA date:4-8 November 2007
Abstract: Studies by Garcia (2003) and Geerts et al. (2006) on the effects of water stress in different phenological stages of quinoa under well controlled conditions were used to set up field experiments in the Bolivian Altiplano. During the growing seasons 2005-2006 and 2006-2007, the water productivity of quinoa under rainfed cultivation, deficit irrigation and full irrigation was assessed. The experiments demonstrate that the building up of the harvest index after flowering followed a model with an initial lag phase, a linear phase and a final plateau. Unless water stress occurred during the early grain filling stage, all treatments resulted in the same Harvest Index. Canopy growth followed a logistic curve which was temporary inhibited during periods of water stress. Biomass accumulation in comparison to accumulated transpiration, referenced by the reference evapotranspiration, showed a conservative linear behavior with an average slope of 11 g/m².
Results of both the controlled and field experiments were used to calibrate and validate the robust FAO-AquaCrop model for quinoa. Comparisons between simulated and observed parameters of the water balance, biomass production and final yield were used for the calibration. The water stress factor for leaf expansion was calibrated, and a type of dormancy before triggering senescence was added. Quinoa proved to be a highly indeterminate crop regarding the relation between canopy growth and timing of flowering. For fully irrigated quinoa, a lower value of water productivity (relation between biomass accumulation and transpiration accumulation, referenced for reference evapotranspiration) was used to mimic the nutrient depletion for quinoa grown on poor soils with ample water.
Adequate calibration (R² = 0.8 and Efficiency = 0.6) and validation (R² = 0.6 and Efficiency = 0.4) were obtained. Future items that need to be addressed to improve the performance of FAO-AquaCrop for quinoa are the adjustments of the length of the growth cycle as a result of water stress and the possible adjustments of water stress factors due to hardening caused by droughts in the vegetative stages.
The calibration and validation of the FAO-AquaCrop model will permit to carry out scenario analyses in the future such as the effect of deficit irrigation under various environmental conditions, and of the El Niño Southern Oscillation on quinoa production in the Bolivian Altiplano.
Publication status: published
KU Leuven publication type: IMa
Appears in Collections:Division Soil and Water Management
# (joint) last author

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