An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China
【Objective】Global population growth and increasing water scarcity pose significant challenges to food security, particularly in arid regions that rely on groundwater for irrigation. Crop models offer a valuable tool to understand crop-environment interactions, optimize water use and support agricult...
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Science Press
2025-08-01
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| Series: | Guan'gai paishui xuebao |
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| Online Access: | https://www.ggpsxb.com/jgpxxben/ch/reader/view_abstract.aspx?file_no=20250803&flag=1 |
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| author | XING Jiacheng HE Liuyue XUE Jingyuan LI Jun |
| author_facet | XING Jiacheng HE Liuyue XUE Jingyuan LI Jun |
| author_sort | XING Jiacheng |
| collection | DOAJ |
| description | 【Objective】Global population growth and increasing water scarcity pose significant challenges to food security, particularly in arid regions that rely on groundwater for irrigation. Crop models offer a valuable tool to understand crop-environment interactions, optimize water use and support agricultural decision-making. This study proposes an improved WHCrop-Humid model to simulate water use and yield of crops in regions characterized by shallow groundwater and seasonal aridity in Southwest China.【Method】The model was improved by integrating modules for water exchange between vadose zone and groundwater, surface runoff, and root development. These additions improved the representation of the influence of groundwater, surface water and environmental changes (light, temperature, and soil moisture) on crop growth. The model was calibrated and validated using maize growth data measured from 2005 to 2007 at three experimental stations in Yanting, Sichuan Province.【Result】 The improved WHCrop-Humid model accurately simulated evapotranspiration and maize yield. The determination coefficient (R2) of the model for simulating the leaf area index (LAI) was 0.908, with its associated normalized root mean square error (NRMSE) and Willmott’s index of agreement (WIA) being 0.117 and 0.974, respectively. The statistical metrics of the model for simulating cumulative evapotranspiration were R2=0.986, NRMSE=0.087, and WIA=0.988, while for yield simulation, these metrics were R2=0.984, NRMSE=0.434 and WIA=0.997. 【Conclusion】The improved WHCrop-Humid model is effective for simulating crop growth and water dynamics in shallow groundwater and seasonally dry regions. It provides a solid foundation for improving water productivity, advancing precision agriculture, and supporting sustainable water management in southwest China and similar agro-ecological zones. |
| format | Article |
| id | doaj-art-8027d8a7458d4561a27383edec0b04ef |
| institution | Kabale University |
| issn | 1672-3317 |
| language | zho |
| publishDate | 2025-08-01 |
| publisher | Science Press |
| record_format | Article |
| series | Guan'gai paishui xuebao |
| spelling | doaj-art-8027d8a7458d4561a27383edec0b04ef2025-08-20T03:47:16ZzhoScience PressGuan'gai paishui xuebao1672-33172025-08-01448203210.13522/j.cnki.ggps.2024269An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest ChinaXING Jiacheng0HE Liuyue1XUE Jingyuan2LI Jun31. Sichuan University, Institute for Disaster Management and Reconstruction, Chengdu 610207, China2. Zhejiang University, Ocean College, Zhoushan 316021, China; 3. Donghai Laboratory, Zhoushan 316100, China1. Sichuan University, Institute for Disaster Management and Reconstruction, Chengdu 610207, China4. Sichuan University, College of Water Resources & Hydropower, Chengdu 610207, China【Objective】Global population growth and increasing water scarcity pose significant challenges to food security, particularly in arid regions that rely on groundwater for irrigation. Crop models offer a valuable tool to understand crop-environment interactions, optimize water use and support agricultural decision-making. This study proposes an improved WHCrop-Humid model to simulate water use and yield of crops in regions characterized by shallow groundwater and seasonal aridity in Southwest China.【Method】The model was improved by integrating modules for water exchange between vadose zone and groundwater, surface runoff, and root development. These additions improved the representation of the influence of groundwater, surface water and environmental changes (light, temperature, and soil moisture) on crop growth. The model was calibrated and validated using maize growth data measured from 2005 to 2007 at three experimental stations in Yanting, Sichuan Province.【Result】 The improved WHCrop-Humid model accurately simulated evapotranspiration and maize yield. The determination coefficient (R2) of the model for simulating the leaf area index (LAI) was 0.908, with its associated normalized root mean square error (NRMSE) and Willmott’s index of agreement (WIA) being 0.117 and 0.974, respectively. The statistical metrics of the model for simulating cumulative evapotranspiration were R2=0.986, NRMSE=0.087, and WIA=0.988, while for yield simulation, these metrics were R2=0.984, NRMSE=0.434 and WIA=0.997. 【Conclusion】The improved WHCrop-Humid model is effective for simulating crop growth and water dynamics in shallow groundwater and seasonally dry regions. It provides a solid foundation for improving water productivity, advancing precision agriculture, and supporting sustainable water management in southwest China and similar agro-ecological zones.https://www.ggpsxb.com/jgpxxben/ch/reader/view_abstract.aspx?file_no=20250803&flag=1model; groundwater; southwest china; whcrop-humid; seasonal arid; water productivity |
| spellingShingle | XING Jiacheng HE Liuyue XUE Jingyuan LI Jun An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China Guan'gai paishui xuebao model; groundwater; southwest china; whcrop-humid; seasonal arid; water productivity |
| title | An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China |
| title_full | An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China |
| title_fullStr | An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China |
| title_full_unstemmed | An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China |
| title_short | An improved WHCrop-Humid model for simulating crop growth in seasonally arid, shallow groundwater regions of Southwest China |
| title_sort | improved whcrop humid model for simulating crop growth in seasonally arid shallow groundwater regions of southwest china |
| topic | model; groundwater; southwest china; whcrop-humid; seasonal arid; water productivity |
| url | https://www.ggpsxb.com/jgpxxben/ch/reader/view_abstract.aspx?file_no=20250803&flag=1 |
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