干旱区生态环境知识资源中心(Arid): Assessment of CERES-Maize model in simulating maize growth, yield and soil water content under rainfed, limited and full irrigation

Arid

DOI	10.1016/j.agwat.2021.107271
	Assessment of CERES-Maize model in simulating maize growth, yield and soil water content under rainfed, limited and full irrigation
	Amiri, E.; Irmak, S.; Araji, H. Ahmadzadeh
通讯作者	Amiri, E (corresponding author), Islamic Azad Univ, Lahijan Branch, Dept Water Engn, Lahijan, Iran. ; Irmak, S (corresponding author), Penn State Penn State Univ, Agr & Biol Engn Dept, State Coll, PA USA.
来源期刊	AGRICULTURAL WATER MANAGEMENT
ISSN	0378-3774
EISSN	1873-2283
出版年	2022
卷号	259
英文摘要	CERES-Maize is a crop simulation model that can be applied as a tool to simulate grain yield, above-ground biomass, leaf area index (LAI), soil-water components (SWC), and other variables related to crop production. The model was calibrated and validated using long-term (2005-2010) field-measured data under full irrigation treatment (FIT), limited irrigation treatments (50%, 60% and 75% of FIT) and rainfed conditions in a transition zone between the subhumid and semi-arid climatic region in Nebraska, USA. Model performance was evaluated using the coefficient of determination (R-2), absolute and normalized root mean squared errors (RMSE and RMSEn, respectively) between simulated and measured data. The RMSE between model-simulated and observed data for days after planting to flowering (DAPF) and maturity day (DAPM) were 3 and 13 days, respectively. There was an acceptable agreement between simulated and observed LAI (RMSEn = 17% and R-2 = 0.79) and above-ground biomass (RMSEn = 16% and R-2 = 0.95). Grain yield estimates by the model showed moderately high R-2 (> 0.80) and moderate RMSEn (3-18%) values, confirming that the model simulated the grain yield accurately. The accuracy of the model in simulating SWC in FIT conditions was good, but with increasing water stress, the accuracy decreased. The cumulative drought stress index for photosynthesis (SIP) and drought stress index for leaf expansion (SIE) were also simulated and evaluated. There was an inverse relationship between grain yield and the SIP and SIE (R-2 >= 0.97), indicating the potential applicability of SIP and SIE for estimating maize grain yield. Both SIP and SIE were strongly affected by the irrigation treatments. The FIT treatment had a value of 2 for cumulative SIE, indicating that this treatment was rarely exposed to drought/water stress. The results showed that irrigation and early planting date together had synergistic effects on grain yield. Delaying planting dates for the FIT led to yield reduction of 1%, 3% and 11% after planting dates of April 30, May 10 and May 20, respectively. Delay in planting date under rainfed led to greater yield reduction of 6%, 10% and 18% after planting dates of April 30, May 10 and May 20, respectively. The CERES-Maize model simulated maize crop parameters relatively accurately under rainfed, full and limited irrigation management conditions under the experimental and climatic conditions presented in this study and can be a viable tool for simulating various management scenarios for increasing maize productivity.
英文关键词	Irrigation Leaf area index Modeling Photosynthesis Rainfed Water stress
类型	Article
语种	英语
收录类别	SCI-E
WOS记录号	WOS:000711640700001
WOS关键词	PLANTING DATE ; MANAGEMENT-PRACTICES ; CROPPING SYSTEM ; CORN ; EVAPOTRANSPIRATION ; NITROGEN ; ENVIRONMENT ; STRATEGIES ; SEASON
WOS类目	Agronomy ; Water Resources
WOS研究方向	Agriculture ; Water Resources
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/374457
作者单位	[Amiri, E.] Islamic Azad Univ, Lahijan Branch, Dept Water Engn, Lahijan, Iran; [Irmak, S.] Penn State Penn State Univ, Agr & Biol Engn Dept, State Coll, PA USA; [Araji, H. Ahmadzadeh] Texas A&M AgriLife Res & Extens Ctr, 1509 Aggie Dr, Beaumont, TX 77713 USA
推荐引用方式 GB/T 7714	Amiri, E.,Irmak, S.,Araji, H. Ahmadzadeh. Assessment of CERES-Maize model in simulating maize growth, yield and soil water content under rainfed, limited and full irrigation[J],2022,259.
APA	Amiri, E.,Irmak, S.,&Araji, H. Ahmadzadeh.(2022).Assessment of CERES-Maize model in simulating maize growth, yield and soil water content under rainfed, limited and full irrigation.AGRICULTURAL WATER MANAGEMENT,259.
MLA	Amiri, E.,et al."Assessment of CERES-Maize model in simulating maize growth, yield and soil water content under rainfed, limited and full irrigation".AGRICULTURAL WATER MANAGEMENT 259(2022).