0.80, NRMSE<20 %) after parameter optimization. The temperature, solar radiation, and precipitation in 2021–2100 increased by 0.1–2.8 °C, 0.7–1.7 MJ m−2 d−1, and 5.2–28.8 mm under SSP2–4.5 and 0.2–4.8 °C, 0.9–1.2 MJ m−2 d−1, and 4.7–73.1 mm under SSP5–8.5 than current climate. As the irrigation amount increased, the simulated yield and ET increased, while WP first increased and then decreased. Due to climate change, irrigation failed to improve the wheat potential yield after 2080 under SSP2–4.5 and 2060 under SSP5–8.5. The OC implied that “Shimai26” and IS5 and IS4 in the future were the best strategy. It saved water by 13–23 % with similar yield than full irrigation. Moreover, the inhibitory effect of OC on annual groundwater level drawdown was stronger than other irrigation by 0.04–0.24 m. These findings were beneficial for mitigating climate impacts on grain yields in water scarce areas."> 0.80, NRMSE<20 %) after parameter optimization. The temperature, solar radiation, and precipitation in 2021–2100 increased by 0.1–2.8 °C, 0.7–1.7 MJ m−2 d−1, and 5.2–28.8 mm under SSP2–4.5 and 0.2–4.8 °C, 0.9–1.2 MJ m−2 d−1, and 4.7–73.1 mm under SSP5–8.5 than current climate. As the irrigation amount increased, the simulated yield and ET increased, while WP first increased and then decreased. Due to climate change, irrigation failed to improve the wheat potential yield after 2080 under SSP2–4.5 and 2060 under SSP5–8.5. The OC implied that “Shimai26” and IS5 and IS4 in the future were the best strategy. It saved water by 13–23 % with similar yield than full irrigation. Moreover, the inhibitory effect of OC on annual groundwater level drawdown was stronger than other irrigation by 0.04–0.24 m. These findings were beneficial for mitigating climate impacts on grain yields in water scarce areas.">
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Adaptation of sprinkler irrigation scheduling and winter wheat variety to cope with climate change in the North China Plain

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  • Tang, Xiaopei
  • Liu, Haijun
  • Zhang, Zhiliang
  • Zheng, Caixia
  • She, Yingjun
  • Lu, Wei
Abstract
Climate change and water shortage have brought great challenges to agricultural production in the North China Plain, and it’s crucial to find the suitable method to address these challenges. Climate model projections were used to drive the Agro-Hydrological & chemical and Crop systems simulator (AHC) that considering the impact of irrigation on field microclimate. Yield, evapotranspiration (ET), water productivity (WP), and the impact on groundwater level of 6 wheat varieties under 6 sprinkler irrigation scheduling (IS1: no irrigation; IS6: full irrigation without water deficit; IS2–5: deficit irrigation with 0.2, 0.4, 0.6, and 0.8 times water of IS6 after wheat greening) were estimated in Xingtai under current and two shared social economic paths scenarios (SSP2–4.5 and SSP5–8.5). The optimal combination of irrigation and variety (OC) was selected by Topsis method. The results indicated that AHC had a high accuracy in simulating the growth of six varieties (R2>0.80, NRMSE<20 %) after parameter optimization. The temperature, solar radiation, and precipitation in 2021–2100 increased by 0.1–2.8 °C, 0.7–1.7 MJ m−2 d−1, and 5.2–28.8 mm under SSP2–4.5 and 0.2–4.8 °C, 0.9–1.2 MJ m−2 d−1, and 4.7–73.1 mm under SSP5–8.5 than current climate. As the irrigation amount increased, the simulated yield and ET increased, while WP first increased and then decreased. Due to climate change, irrigation failed to improve the wheat potential yield after 2080 under SSP2–4.5 and 2060 under SSP5–8.5. The OC implied that “Shimai26” and IS5 and IS4 in the future were the best strategy. It saved water by 13–23 % with similar yield than full irrigation. Moreover, the inhibitory effect of OC on annual groundwater level drawdown was stronger than other irrigation by 0.04–0.24 m. These findings were beneficial for mitigating climate impacts on grain yields in water scarce areas.

Suggested Citation

  • Tang, Xiaopei & Liu, Haijun & Zhang, Zhiliang & Zheng, Caixia & She, Yingjun & Lu, Wei, 2024. "Adaptation of sprinkler irrigation scheduling and winter wheat variety to cope with climate change in the North China Plain," Agricultural Water Management, Elsevier, vol. 301(C).
    • Handle: RePEc:eee:agiwat:v:301:y:2024:i:c:s0378377424002646
    DOI: 10.1016/j.agwat.2024.108929
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    1. Lu, Yang & Yan, Zongzheng & Li, Lu & Gao, Congshuai & Shao, Liwei, 2020. "Selecting traits to improve the yield and water use efficiency of winter wheat under limited water supply," Agricultural Water Management, Elsevier, vol. 242(C).
    2. Wang, Xiaowen & Li, Liang & Ding, Yibo & Xu, Jiatun & Wang, Yunfei & Zhu, Yan & Wang, Xiaoyun & Cai, Huanjie, 2021. "Adaptation of winter wheat varieties and irrigation patterns under future climate change conditions in Northern China," Agricultural Water Management, Elsevier, vol. 243(C).
    3. Liu, Hai-Jun & Kang, Yaohu, 2006. "Effect of sprinkler irrigation on microclimate in the winter wheat field in the North China Plain," Agricultural Water Management, Elsevier, vol. 84(1-2), pages 3-19, July.
    4. Anwar, Muhuddin Rajin & Liu, De Li & Farquharson, Robert & Macadam, Ian & Abadi, Amir & Finlayson, John & Wang, Bin & Ramilan, Thiagarajah, 2015. "Climate change impacts on phenology and yields of five broadacre crops at four climatologically distinct locations in Australia," Agricultural Systems, Elsevier, vol. 132(C), pages 133-144.
    5. L. Samaniego & S. Thober & R. Kumar & N. Wanders & O. Rakovec & M. Pan & M. Zink & J. Sheffield & E. F. Wood & A. Marx, 2018. "Anthropogenic warming exacerbates European soil moisture droughts," Nature Climate Change, Nature, vol. 8(5), pages 421-426, May.
    6. De Liu & Heping Zuo, 2012. "Statistical downscaling of daily climate variables for climate change impact assessment over New South Wales, Australia," Climatic Change, Springer, vol. 115(3), pages 629-666, December.
    7. Sun, Hongyong & Zhang, Xiying & Liu, Xiujing & Liu, Xiuwei & Shao, Liwei & Chen, Suying & Wang, Jintao & Dong, Xinliang, 2019. "Impact of different cropping systems and irrigation schedules on evapotranspiration, grain yield and groundwater level in the North China Plain," Agricultural Water Management, Elsevier, vol. 211(C), pages 202-209.
    8. Claudia Tebaldi & David Lobell, 2018. "Estimated impacts of emission reductions on wheat and maize crops," Climatic Change, Springer, vol. 146(3), pages 533-545, February.
    9. Sajjad Hussain & Linlin Lu & Muhammad Mubeen & Wajid Nasim & Shankar Karuppannan & Shah Fahad & Aqil Tariq & B. G. Mousa & Faisal Mumtaz & Muhammad Aslam, 2022. "Spatiotemporal Variation in Land Use Land Cover in the Response to Local Climate Change Using Multispectral Remote Sensing Data," Land, MDPI, vol. 11(5), pages 1-19, April.
    10. Ishaque, Wajid & Osman, Raheel & Hafiza, Barira Shoukat & Malghani, Saadatullah & Zhao, Ben & Xu, Ming & Ata-Ul-Karim, Syed Tahir, 2023. "Quantifying the impacts of climate change on wheat phenology, yield, and evapotranspiration under irrigated and rainfed conditions," Agricultural Water Management, Elsevier, vol. 275(C).
    11. Xu, Xu & Huang, Guanhua & Sun, Chen & Pereira, Luis S. & Ramos, Tiago B. & Huang, Quanzhong & Hao, Yuanyuan, 2013. "Assessing the effects of water table depth on water use, soil salinity and wheat yield: Searching for a target depth for irrigated areas in the upper Yellow River basin," Agricultural Water Management, Elsevier, vol. 125(C), pages 46-60.
    12. Singh, Samar Pal & Mahapatra, B.S. & Pramanick, Biswajit & Yadav, Vimal Raj, 2021. "Effect of irrigation levels, planting methods and mulching on nutrient uptake, yield, quality, water and fertilizer productivity of field mustard (Brassica rapa L.) under sandy loam soil," Agricultural Water Management, Elsevier, vol. 244(C).
    13. Muhammad Umair & Tabassum Hussain & Hanbing Jiang & Ayesha Ahmad & Jiawei Yao & Yongqing Qi & Yucui Zhang & Leilei Min & Yanjun Shen, 2019. "Water-Saving Potential of Subsurface Drip Irrigation For Winter Wheat," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    14. Rashid, Muhammad Adil & Jabloun, Mohamed & Andersen, Mathias Neumann & Zhang, Xiying & Olesen, Jørgen Eivind, 2019. "Climate change is expected to increase yield and water use efficiency of wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 222(C), pages 193-203.
    15. Xiao, Dengpan & Liu, De Li & Wang, Bin & Feng, Puyu & Bai, Huizi & Tang, Jianzhao, 2020. "Climate change impact on yields and water use of wheat and maize in the North China Plain under future climate change scenarios," Agricultural Water Management, Elsevier, vol. 238(C).
    16. Liu, Zhipeng & Jiao, Xiyun & Zhu, Chengli & Katul, Gabriel G. & Ma, Junyong & Guo, Weihua, 2021. "Micro-climatic and crop responses to micro-sprinkler irrigation," Agricultural Water Management, Elsevier, vol. 243(C).
    17. Li, Na & Yao, Ning & Li, Yi & Chen, Junqing & Liu, Deli & Biswas, Asim & Li, Linchao & Wang, Tianxue & Chen, Xinguo, 2021. "A meta-analysis of the possible impact of climate change on global cotton yield based on crop simulation approaches," Agricultural Systems, Elsevier, vol. 193(C).
    18. Kang, Yaohu & Wang, Ruoshui & Wan, Shuqin & Hu, Wei & Jiang, Shufang & Liu, Shiping, 2012. "Effects of different water levels on cotton growth and water use through drip irrigation in an arid region with saline ground water of Northwest China," Agricultural Water Management, Elsevier, vol. 109(C), pages 117-126.
    19. Bin Wang & De Li Liu & Ian Macadam & Lisa V. Alexander & Gab Abramowitz & Qiang Yu, 2016. "Multi-model ensemble projections of future extreme temperature change using a statistical downscaling method in south eastern Australia," Climatic Change, Springer, vol. 138(1), pages 85-98, September.
    20. Chen, Chao & Wang, Enli & Yu, Qiang, 2010. "Modelling the effects of climate variability and water management on crop water productivity and water balance in the North China Plain," Agricultural Water Management, Elsevier, vol. 97(8), pages 1175-1184, August.
    21. Egerer, Sabine & Puente, Andrea Fajardo & Peichl, Michael & Rakovec, Oldrich & Samaniego, Luis & Schneider, Uwe A., 2023. "Limited potential of irrigation to prevent potato yield losses in Germany under climate change," Agricultural Systems, Elsevier, vol. 207(C).
    22. Xu, Xu & Sun, Chen & Neng, Fengtian & Fu, Jing & Huang, Guanhua, 2018. "AHC: An integrated numerical model for simulating agroecosystem processes—Model description and application," Ecological Modelling, Elsevier, vol. 390(C), pages 23-39.
    23. Xiaopei Tang & Haijun Liu & Li Yang & Lun Li & Jie Chang, 2022. "Energy Balance, Microclimate, and Crop Evapotranspiration of Winter Wheat ( Triticum aestivum L.) under Sprinkler Irrigation," Agriculture, MDPI, vol. 12(7), pages 1-23, June.
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