IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v244y2021ics0378377420321399.html
   My bibliography  Save this article

Optimizing nitrogen application for drip-irrigated winter wheat using the DSSAT-CERES-Wheat model

Author

Listed:
  • Si, Zhuanyun
  • Zain, Muhammad
  • Li, Shuang
  • Liu, Junming
  • Liang, Yueping
  • Gao, Yang
  • Duan, Aiwang

Abstract

Improper application of nitrogen fertilizer for winter wheat production in the North China Plain (NCP) limits N use efficiency and increases the risk of non-point pollution. Crop simulation models may help with the assessment of N fertilizer management, to improve nitrogen use efficiency and to mitigate environmental pollution. In this study, the DSSAT-CERES-Wheat model was calibrated and validated with two-year field experiment, which coupled with five N rates (0, 120, 180, 240, and 300 kg ha−1) and three irrigation levels (40, 30, and 20 mm per irrigation) under drip irrigation. The calibrated DSSAT-CERES-Wheat model performed well in simulating the anthesis date (nRMSE=1.47%, d=0.89), maturity date (nRMSE=0.97%, d=0.92), shoot biomass (nRMSE=10.97%, d=0.92), grain yield (nRMSE=6.19%, d=0.96), and actual evapotranspiration (nRMSE=9.96%, d=0.76) of drip-irrigated winter wheat in two years. The calibrated model was subsequently used to evaluate drip-irrigated winter wheat production in response to six N rates (0, 120, 180, 240, 300, and 360 kg ha−1) under 40 meteorological scenarios, and the results showed that grain yields, water use efficiency, irrigation water use efficiency, and net margins increased with increasing N application rates until it reached 180 kg ha−1. Above 180 kg ha−1, negligible changes were measured in these values as the N rate increased. The nitrogen physiological efficiency and nitrogen partial factor productivity were greatly improved at a N rate of 180 kg ha−1, compared with those at a N rate of 240, 300, and 360 kg ha−1. Consequently, N rate of 180 kg ha−1 was the optimal nitrogen application rate for drip-irrigated winter wheat production. These results may provide a scientific basis for nitrogen management of drip-irrigated winter wheat in the NCP.

Suggested Citation

  • Si, Zhuanyun & Zain, Muhammad & Li, Shuang & Liu, Junming & Liang, Yueping & Gao, Yang & Duan, Aiwang, 2021. "Optimizing nitrogen application for drip-irrigated winter wheat using the DSSAT-CERES-Wheat model," Agricultural Water Management, Elsevier, vol. 244(C).
    • Handle: RePEc:eee:agiwat:v:244:y:2021:i:c:s0378377420321399
    DOI: 10.1016/j.agwat.2020.106592
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377420321399
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agwat.2020.106592?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. He, Jianqiang & Jones, James W. & Graham, Wendy D. & Dukes, Michael D., 2010. "Influence of likelihood function choice for estimating crop model parameters using the generalized likelihood uncertainty estimation method," Agricultural Systems, Elsevier, vol. 103(5), pages 256-264, June.
    2. Kumar Jha, Shiva & Ramatshaba, Tefo Steve & Wang, Guangshuai & Liang, Yueping & Liu, Hao & Gao, Yang & Duan, Aiwang, 2019. "Response of growth, yield and water use efficiency of winter wheat to different irrigation methods and scheduling in North China Plain," Agricultural Water Management, Elsevier, vol. 217(C), pages 292-302.
    3. Gao, Yang & Yang, Linlin & Shen, Xiaojun & Li, Xinqiang & Sun, Jingsheng & Duan, Aiwang & Wu, Laosheng, 2014. "Winter wheat with subsurface drip irrigation (SDI): Crop coefficients, water-use estimates, and effects of SDI on grain yield and water use efficiency," Agricultural Water Management, Elsevier, vol. 146(C), pages 1-10.
    4. Si, Zhuanyun & Zain, Muhammad & Mehmood, Faisal & Wang, Guangshuai & Gao, Yang & Duan, Aiwang, 2020. "Effects of nitrogen application rate and irrigation regime on growth, yield, and water-nitrogen use efficiency of drip-irrigated winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 231(C).
    5. Andarzian, B. & Bannayan, M. & Steduto, P. & Mazraeh, H. & Barati, M.E. & Barati, M.A. & Rahnama, A., 2011. "Validation and testing of the AquaCrop model under full and deficit irrigated wheat production in Iran," Agricultural Water Management, Elsevier, vol. 100(1), pages 1-8.
    6. Timsina, J. & Humphreys, E., 2006. "Performance of CERES-Rice and CERES-Wheat models in rice-wheat systems: A review," Agricultural Systems, Elsevier, vol. 90(1-3), pages 5-31, October.
    7. Attia, Ahmed & Rajan, Nithya & Xue, Qingwu & Nair, Shyam & Ibrahim, Amir & Hays, Dirk, 2016. "Application of DSSAT-CERES-Wheat model to simulate winter wheat response to irrigation management in the Texas High Plains," Agricultural Water Management, Elsevier, vol. 165(C), pages 50-60.
    8. Bai, Shanshan & Kang, Yaohu & Wan, Shuqin, 2020. "Drip fertigation regimes for winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 228(C).
    9. Shan, Linan & He, Yunfeng & Chen, Jie & Huang, Qian & Lian, Xu & Wang, Hongcai & Liu, Yili, 2015. "Nitrogen surface runoff losses from a Chinese cabbage field under different nitrogen treatments in the Taihu Lake Basin, China," Agricultural Water Management, Elsevier, vol. 159(C), pages 255-263.
    10. Kang, Shujiang & Payne, William A. & Evett, Steven R. & Robinson, Clay A. & Stewart, Bobby A., 2009. "Simulation of winter wheat evapotranspiration in Texas and Henan using three models of differing complexity," Agricultural Water Management, Elsevier, vol. 96(1), pages 167-178, January.
    11. Zhao, Gang & Bryan, Brett A. & Song, Xiaodong, 2014. "Sensitivity and uncertainty analysis of the APSIM-wheat model: Interactions between cultivar, environmental, and management parameters," Ecological Modelling, Elsevier, vol. 279(C), pages 1-11.
    12. Zhang, Yanqun & Wang, Jiandong & Gong, Shihong & Xu, Di & Sui, Juan, 2017. "Nitrogen fertigation effect on photosynthesis, grain yield and water use efficiency of winter wheat," Agricultural Water Management, Elsevier, vol. 179(C), pages 277-287.
    13. Timsina, J. & Godwin, D. & Humphreys, E. & Yadvinder-Singh & Bijay-Singh & Kukal, S.S. & Smith, D., 2008. "Evaluation of options for increasing yield and water productivity of wheat in Punjab, India using the DSSAT-CSM-CERES-Wheat model," Agricultural Water Management, Elsevier, vol. 95(9), pages 1099-1110, September.
    14. Mehmood, Faisal & Wang, Guangshuai & Gao, Yang & Liang, Yueping & Chen, Jinsai & Si, Zhuanyun & Ramatshaba, Tefo Steve & Zain, Muhammad & Shafeeq-ur-rahman, & Duan, Aiwang, 2019. "Nitrous oxide emission from winter wheat field as responded to irrigation scheduling and irrigation methods in the North China Plain," Agricultural Water Management, Elsevier, vol. 222(C), pages 367-374.
    15. Wang, Guangshuai & Liang, Yueping & Zhang, Qian & Jha, Shiva K. & Gao, Yang & Shen, Xiaojun & Sun, Jingsheng & Duan, Aiwang, 2016. "Mitigated CH4 and N2O emissions and improved irrigation water use efficiency in winter wheat field with surface drip irrigation in the North China Plain," Agricultural Water Management, Elsevier, vol. 163(C), pages 403-407.
    16. Zhang, Guo & Wang, Xiaoke & Sun, Binfeng & Zhao, Hong & Lu, Fei & Zhang, Lu, 2016. "Status of mineral nitrogen fertilization and net mitigation potential of the state fertilization recommendation in Chinese cropland," Agricultural Systems, Elsevier, vol. 146(C), pages 1-10.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Quan, Hao & Ding, Dianyuan & Wu, Lihong & Qiao, Ruonan & Dong, Qin'ge & Zhang, Tibin & Feng, Hao & Wu, Lianhai & Siddique, Kadambot H.M., 2022. "Future climate change impacts on mulched maize production in an arid irrigation area," Agricultural Water Management, Elsevier, vol. 266(C).
    2. Yingnan Wei & Han Ru & Xiaolan Leng & Zhijian He & Olusola O. Ayantobo & Tehseen Javed & Ning Yao, 2022. "Better Performance of the Modified CERES-Wheat Model in Simulating Evapotranspiration and Wheat Growth under Water Stress Conditions," Agriculture, MDPI, vol. 12(11), pages 1-15, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hamani, Abdoul Kader Mounkaila & Abubakar, Sunusi Amin & Si, Zhuanyun & Kama, Rakhwe & Gao, Yang & Duan, Aiwang, 2023. "Responses of grain yield and water-nitrogen dynamic of drip-irrigated winter wheat (Triticum aestivum L.) to different nitrogen fertigation and water regimes in the North China Plain," Agricultural Water Management, Elsevier, vol. 288(C).
    2. Si, Zhuanyun & Zain, Muhammad & Mehmood, Faisal & Wang, Guangshuai & Gao, Yang & Duan, Aiwang, 2020. "Effects of nitrogen application rate and irrigation regime on growth, yield, and water-nitrogen use efficiency of drip-irrigated winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 231(C).
    3. Muhammad Zain & Zhuanyun Si & Sen Li & Yang Gao & Faisal Mehmood & Shafeeq-Ur Rahman & Abdoul Kader Mounkaila Hamani & Aiwang Duan, 2021. "The Coupled Effects of Irrigation Scheduling and Nitrogen Fertilization Mode on Growth, Yield and Water Use Efficiency in Drip-Irrigated Winter Wheat," Sustainability, MDPI, vol. 13(5), pages 1-17, March.
    4. Yan, Shicheng & Wu, You & Fan, Junliang & Zhang, Fucang & Guo, Jinjin & Zheng, Jing & Wu, Lifeng, 2022. "Quantifying grain yield, protein, nutrient uptake and utilization of winter wheat under various drip fertigation regimes," Agricultural Water Management, Elsevier, vol. 261(C).
    5. Li, Haoru & Li, Xiaoli & Mei, Xurong & Nangia, Vinay & Guo, Rui & Hao, Weiping & Wang, Jiandong, 2023. "An alternative water-fertilizer-saving management practice for wheat-maize cropping system in the North China Plain: Based on a 4-year field study," Agricultural Water Management, Elsevier, vol. 276(C).
    6. Firouzabadi, Ali Ghadami & Baghani, Javad & Jovzi, Mehdi & Albaji, Mohammad, 2021. "Effects of wheat row spacing layout and drip tape spacing on yield and water productivity in sandy clay loam soil in a semi-arid region," Agricultural Water Management, Elsevier, vol. 251(C).
    7. Kothari, Kritika & Ale, Srinivasulu & Bordovsky, James P. & Thorp, Kelly R. & Porter, Dana O. & Munster, Clyde L., 2019. "Simulation of efficient irrigation management strategies for grain sorghum production over different climate variability classes," Agricultural Systems, Elsevier, vol. 170(C), pages 49-62.
    8. Chunlei Wang & Liping Feng & Lu Wu & Chen Cheng & Yizhuo Li & Jintao Yan & Jiachen Gao & Fu Chen, 2020. "Assessment of Genotypes and Management Strategies to Improve Resilience of Winter Wheat Production," Sustainability, MDPI, vol. 12(4), pages 1-21, February.
    9. Zhang, Chao & Xie, Ziang & Wang, Qiaojuan & Tang, Min & Feng, Shaoyuan & Cai, Huanjie, 2022. "AquaCrop modeling to explore optimal irrigation of winter wheat for improving grain yield and water productivity," Agricultural Water Management, Elsevier, vol. 266(C).
    10. Anshuman Gunawat & Devesh Sharma & Aditya Sharma & Swatantra Kumar Dubey, 2022. "Assessment of climate change impact and potential adaptation measures on wheat yield using the DSSAT model in the semi-arid environment," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 111(2), pages 2077-2096, March.
    11. Lu, Junsheng & Geng, Chenming & Cui, Xiaolu & Li, Mengyue & Chen, Shuaihong & Hu, Tiantian, 2021. "Response of drip fertigated wheat-maize rotation system on grain yield, water productivity and economic benefits using different water and nitrogen amounts," Agricultural Water Management, Elsevier, vol. 258(C).
    12. Attia, Ahmed & El-Hendawy, Salah & Al-Suhaibani, Nasser & Alotaibi, Majed & Tahir, Muhammad Usman & Kamal, Khaled Y., 2021. "Evaluating deficit irrigation scheduling strategies to improve yield and water productivity of maize in arid environment using simulation," Agricultural Water Management, Elsevier, vol. 249(C).
    13. Kadiyala, M.D.M. & Jones, J.W. & Mylavarapu, R.S. & Li, Y.C. & Reddy, M.D., 2015. "Identifying irrigation and nitrogen best management practices for aerobic rice–maize cropping system for semi-arid tropics using CERES-rice and maize models," Agricultural Water Management, Elsevier, vol. 149(C), pages 23-32.
    14. Lu, Junsheng & Xiang, Youzhen & Fan, Junliang & Zhang, Fucang & Hu, Tiantian, 2021. "Sustainable high grain yield, nitrogen use efficiency and water productivity can be achieved in wheat-maize rotation system by changing irrigation and fertilization strategy," Agricultural Water Management, Elsevier, vol. 258(C).
    15. Feng, Xuyu & Liu, Haijun & Feng, Dongxue & Tang, Xiaopei & Li, Lun & Chang, Jie & Tanny, Josef & Liu, Ronghao, 2023. "Quantifying winter wheat evapotranspiration and crop coefficients under sprinkler irrigation using eddy covariance technology in the North China Plain," Agricultural Water Management, Elsevier, vol. 277(C).
    16. Guangshuai Wang & Zhenjie Du & Huifeng Ning & Hao Liu & Sunusi Amin Abubakar & Yang Gao, 2021. "Changes in GHG Emissions Based on Irrigation Water Quality in Short-Term Incubated Agricultural Soil of the North China Plain," Agriculture, MDPI, vol. 11(12), pages 1-12, December.
    17. Lu, Junsheng & Hu, Tiantian & Geng, Chenming & Cui, Xiaolu & Fan, Junliang & Zhang, Fucang, 2021. "Response of yield, yield components and water-nitrogen use efficiency of winter wheat to different drip fertigation regimes in Northwest China," Agricultural Water Management, Elsevier, vol. 255(C).
    18. Wang, Ying & Shi, Wenjuan & Wen, Tianyang, 2023. "Prediction of winter wheat yield and dry matter in North China Plain using machine learning algorithms for optimal water and nitrogen application," Agricultural Water Management, Elsevier, vol. 277(C).
    19. Zhao, Jie & Han, Tong & Wang, Chong & Jia, Hao & Worqlul, Abeyou W. & Norelli, Nicole & Zeng, Zhaohai & Chu, Qingquan, 2020. "Optimizing irrigation strategies to synchronously improve the yield and water productivity of winter wheat under interannual precipitation variability in the North China Plain," Agricultural Water Management, Elsevier, vol. 240(C).
    20. Attia, Ahmed & Rajan, Nithya & Xue, Qingwu & Nair, Shyam & Ibrahim, Amir & Hays, Dirk, 2016. "Application of DSSAT-CERES-Wheat model to simulate winter wheat response to irrigation management in the Texas High Plains," Agricultural Water Management, Elsevier, vol. 165(C), pages 50-60.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agiwat:v:244:y:2021:i:c:s0378377420321399. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.