Arid
DOI10.1016/j.agwat.2018.01.030
Parameterization of the AquaCrop model for full and deficit irrigated maize for seed production in arid Northwest China
Ran, Hui1,2; Kang, Shaozhong1; Li, Fusheng3; Du, Taisheng1; Tong, Ling1; Li, Sien1; Ding, Risheng1; Zhang, Xiaotao1
通讯作者Kang, Shaozhong
来源期刊AGRICULTURAL WATER MANAGEMENT
ISSN0378-3774
EISSN1873-2283
出版年2018
卷号203页码:438-450
英文摘要

A crop model is a powerful tool for developing an irrigation schedule and simulating crop yield. In this study, both an AquaCrop model using recommended default parameters and a parameterized AquaCrop model were used to simulate the growth of maize for seed production under plastic film-mulch. The model variables that were parameterized include canopy cover (CC), aboveground biomass, yield (Y) and soil water content (SWC). Data from field experiments, which included 23 irrigation treatments on four varieties of maize for seed production, were collected in an arid region of Northwest China from 2012 to 2015. The results from both the default AquaCrop model and the parameterized model were compared with the field data. The parameterized model performed much better than the default model. Overall it predicted CC well for most irrigation treatments, with determination coefficient (R-2) and normalized root mean square error (NRMSE) of 0.818 and 19.3%, respectively. However, the model was rather sensitive to water stress during the vegetative stage and insensitive to water stress during the senescence stage, resulting in underestimation and overestimation of CC during these stages. As for biomass accumulation process, R-2 and NRMSE were 0.929 and 19.1% for all treatments, respectively. The parameterized model estimated biomass accurately in the early and middle stages of growth, but generally overestimated biomass at the mature stage, giving a slightly decreased accuracy of final biomass (B) simulation. The parameterized AquaCrop model simulated B and Y values with errors of less than 5% of measured values for 4 and 7 treatments out of 23 treatments, respectively. There were of less than 15% for 12 and 13 treatments out of 23, of less than 30% for 19 and 16 treatments out of 23, and greater than 30% for 4 and 7 treatments out of 23, respectively. The model gave reasonable estimates of SWC with R-2 and NRMSE of 0.736 and 15.2%, respectively, but tended to overestimate it for most irrigation treatments. Simulation of the variation of WP* in the growth period, and the differences of HI under different water stress conditions, might be improved in the AquaCrop model.


英文关键词AquaCrop model Water stress Water productivity Yield forecast Crop growth model
类型Article
语种英语
国家Peoples R China
收录类别SCI-E
WOS记录号WOS:000434889800045
WOS关键词WATER-USE EFFICIENCY ; SIMULATE YIELD RESPONSE ; FAO CROP MODEL ; WINTER-WHEAT ; GRAIN-YIELD ; PERFORMANCE ; EVAPOTRANSPIRATION ; STRATEGIES ; WOFOST
WOS类目Agronomy ; Water Resources
WOS研究方向Agriculture ; Water Resources
来源机构西北农林科技大学 ; 中国农业大学
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/207372
作者单位1.China Agr Univ, Ctr Agr Water Res China, Beijing 100083, Peoples R China;
2.Northwest A&F Univ, Key Lab Agr Soil & Water Engn Arid & Semiarid Are, Minist Educ, Yangling 712100, Shaanxi, Peoples R China;
3.Guangxi Univ, Coll Agr, Nanning 530005, Guangxi, Peoples R China
推荐引用方式
GB/T 7714
Ran, Hui,Kang, Shaozhong,Li, Fusheng,et al. Parameterization of the AquaCrop model for full and deficit irrigated maize for seed production in arid Northwest China[J]. 西北农林科技大学, 中国农业大学,2018,203:438-450.
APA Ran, Hui.,Kang, Shaozhong.,Li, Fusheng.,Du, Taisheng.,Tong, Ling.,...&Zhang, Xiaotao.(2018).Parameterization of the AquaCrop model for full and deficit irrigated maize for seed production in arid Northwest China.AGRICULTURAL WATER MANAGEMENT,203,438-450.
MLA Ran, Hui,et al."Parameterization of the AquaCrop model for full and deficit irrigated maize for seed production in arid Northwest China".AGRICULTURAL WATER MANAGEMENT 203(2018):438-450.
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