Evaluation of the RZWQM-CERES-Maize hybrid model for maize production |
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Authors: | L. Ma G. Hoogenboom L.R. Ahuja J.C. Ascough II S.A. Saseendran |
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Affiliation: | 1. Great Plains Systems Research Unit, USDA-ARS-NRRC, 2150 Centre Avenue, Building D, Fort Collins, CO 80526, USA;2. Department of Biological and Agricultural Engineering, College of Agricultural and Environmental Sciences, The University of Georgia, Griffin, GA 30223, USA |
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Abstract: | The root zone water quality model (RZWQM) was developed primarily for water quality research with a generic plant growth module primarily serving as a sink for plant nitrogen and water uptake. In this study, we coupled the CERES-Maize Version 3.5 crop growth model with RZWQM to provide RZWQM users with the option for selecting a more comprehensive plant growth model. In the hybrid model, RZWQM supplied CERES with daily soil water and nitrogen contents, soil temperature, and potential evapotranspiration, in addition to daily weather data. CERES-Maize supplied RZWQM with daily water and nitrogen uptake, and other plant growth variables (e.g., root distribution and leaf area index). The RZWQM-CERES hybrid model was evaluated with two well-documented experimental datasets distributed with DSSAT (Decision Support System for Agrotechnology Transfer) Version 3.5, which had various nitrogen and irrigation treatments. Simulation results were compared to the original DSSAT-CERES-Maize model. Both models used the same plant cultivar coefficients and the same soil parameters as distributed with DSSAT Version 3.5. The hybrid model provided similar maize prediction in terms of yield, biomass and leaf area index, as the DSSAT-CERES model when the same soil and crop parameters were used. No overall differences were found between the two models based on the paired t test, suggesting successful coupling of the two models. The hybrid model offers RZWQM users access to a rigorous new plant growth model and provides CERES-Maize users with a tool to address soil and water quality issues under different cropping systems. |
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Keywords: | RZWQM CERES DSSAT System modeling Agricultural management Plant growth modeling Water stress Nitrogen stress |
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