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Adaptation of winter wheat varieties and irrigation patterns under future climate change conditions in Northern China

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  • Wang, Xiaowen
  • Li, Liang
  • Ding, Yibo
  • Xu, Jiatun
  • Wang, Yunfei
  • Zhu, Yan
  • Wang, Xiaoyun
  • Cai, Huanjie

Abstract

Climate change poses great challenges for food security and water use. This study aimed to investigate the response of winter wheat in Northern China to climate change and propose corresponding strategies to maintain yield and crop water productivity (WPc). Climate model projections from the fifth phase of the Climate Model Intercomparison Project (CMIP5) were used to drive the process-based soil–water–atmosphere–plant (SWAP) agro-hydrological model. The SWAP parameters were optimized by the Parameter Estimation program (PEST), which extended the crop model to the regional scale. SWAP was used to simulate responses of crop growth, evapotranspiration (ET), and yield to baseline (2006–2012) climate and two representative concentration pathway (RCP) scenarios (RCP4.5 and RCP8.5) for future climate conditions. The results indicated that PEST had high optimization efficiency and calibrated SWAP performed well (average relative error < 20.87 % and normalized root mean square error < 25.83 %). Compared with baseline, the maximum and minimum temperatures increased significantly (P < 0.05) by 6.47°C and 8.59°C, respectively. The cumulative precipitation during the growing season increased by 303.22–316.12 mm. Warming significantly (P < 0.05) reduced the growth period of winter wheat by 25.3–34.7 days, especially in the emergence–heading stage. Path analysis revealed that significant (P < 0.05) change of precipitation was a determining factor in increasing ET. The adverse effect of temperature increase offset the promotion of yield due to radiation, and ultimately led to a yield reduction of 35.57–41.14 %. The optimization scenario indicated that late-maturing varieties and irrigation adjustment could improve yield (up to 38.21 %) and WPc (up to 44.30 %) under future climate conditions. Implementing irrigation at an early growing stage (joining and heading) was beneficial to increase yield and WPc. We recommend combining late-maturing varieties with irrigation adjustments to maintain yield and WPc under future climate conditions.

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  • 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).
    • Handle: RePEc:eee:agiwat:v:243:y:2021:i:c:s0378377420301530
    DOI: 10.1016/j.agwat.2020.106409
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    1. Aiguo Dai, 2013. "Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(1), pages 52-58, January.
    2. Bin Wang & De Li Liu & Cathy Waters & Qiang Yu, 2018. "Quantifying sources of uncertainty in projected wheat yield changes under climate change in eastern Australia," Climatic Change, Springer, vol. 151(2), pages 259-273, November.
    3. Hai-Lin Zhang & Xin Zhao & Xiao-Gang Yin & Sheng-Li Liu & Jian-Fu Xue & Meng Wang & Chao Pu & Rattan Lal & Fu Chen, 2015. "Challenges and adaptations of farming to climate change in the North China Plain," Climatic Change, Springer, vol. 129(1), pages 213-224, March.
    4. Malte Meinshausen & S. Smith & K. Calvin & J. Daniel & M. Kainuma & J-F. Lamarque & K. Matsumoto & S. Montzka & S. Raper & K. Riahi & A. Thomson & G. Velders & D.P. Vuuren, 2011. "The RCP greenhouse gas concentrations and their extensions from 1765 to 2300," Climatic Change, Springer, vol. 109(1), pages 213-241, November.
    5. Fernández, J.E. & Alcon, F. & Diaz-Espejo, A. & Hernandez-Santana, V. & Cuevas, M.V., 2020. "Water use indicators and economic analysis for on-farm irrigation decision: A case study of a super high density olive tree orchard," Agricultural Water Management, Elsevier, vol. 237(C).
    6. Dianyuan Ding & Hao Feng & Ying Zhao & Wenzhao Liu & Haixin Chen & Jianqiang He, 2016. "Impact assessment of climate change and later-maturing cultivars on winter wheat growth and soil water deficit on the Loess Plateau of China," Climatic Change, Springer, vol. 138(1), pages 157-171, September.
    7. Aiguo Dai, 2013. "Erratum: Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(2), pages 171-171, February.
    8. S. Asseng & F. Ewert & C. Rosenzweig & J. W. Jones & J. L. Hatfield & A. C. Ruane & K. J. Boote & P. J. Thorburn & R. P. Rötter & D. Cammarano & N. Brisson & B. Basso & P. Martre & P. K. Aggarwal & C., 2013. "Uncertainty in simulating wheat yields under climate change," Nature Climate Change, Nature, vol. 3(9), pages 827-832, September.
    9. Li, Jiamin & Inanaga, Shinobu & Li, Zhaohu & Eneji, A. Egrinya, 2005. "Optimizing irrigation scheduling for winter wheat in the North China Plain," Agricultural Water Management, Elsevier, vol. 76(1), pages 8-23, July.
    10. Bu, Lingduo & Chen, Xinping & Li, Shiqing & Liu, Jianliang & Zhu, Lin & Luo, Shasha & Lee Hill, Robert & Zhao, Ying, 2015. "The effect of adapting cultivars on the water use efficiency of dryland maize (Zea mays L.) in northwestern China," Agricultural Water Management, Elsevier, vol. 148(C), pages 1-9.
    11. 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.
    12. Hassanli, Mohammad & Ebrahimian, Hamed & Mohammadi, Ehsan & Rahimi, Amirreza & Shokouhi, Amirhossein, 2016. "Simulating maize yields when irrigating with saline water, using the AquaCrop, SALTMED, and SWAP models," Agricultural Water Management, Elsevier, vol. 176(C), pages 91-99.
    13. Guo, Ruiping & Lin, Zhonghui & Mo, Xingguo & Yang, Chunlin, 2010. "Responses of crop yield and water use efficiency to climate change in the North China Plain," Agricultural Water Management, Elsevier, vol. 97(8), pages 1185-1194, August.
    14. Detlef Vuuren & Jae Edmonds & Mikiko Kainuma & Keywan Riahi & Allison Thomson & Kathy Hibbard & George Hurtt & Tom Kram & Volker Krey & Jean-Francois Lamarque & Toshihiko Masui & Malte Meinshausen & N, 2011. "The representative concentration pathways: an overview," Climatic Change, Springer, vol. 109(1), pages 5-31, November.
    15. Bonfante, A. & Basile, A. & Acutis, M. & De Mascellis, R. & Manna, P. & Perego, A. & Terribile, F., 2010. "SWAP, CropSyst and MACRO comparison in two contrasting soils cropped with maize in Northern Italy," Agricultural Water Management, Elsevier, vol. 97(7), pages 1051-1062, July.
    16. Dhungana, P. & Eskridge, K.M. & Weiss, A. & Baenziger, P.S., 2006. "Designing crop technology for a future climate: An example using response surface methodology and the CERES-Wheat model," Agricultural Systems, Elsevier, vol. 87(1), pages 63-79, January.
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    2. A. Mukherjee & S. Saha & S. C. Lellyett & (corresponding author) A.K.S. Huda, 2022. "Impact Of Climate Change And Variability On Food Security In The Asia-Pacific Region," Asia-Pacific Sustainable Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 29(1), pages 119-141, May.
    3. 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).
    4. Movedi, Ermes & Paleari, Livia & Argenti, Giovanni & Vesely, Fosco M. & Staglianò, Nicolina & Parrini, Silvia & Confalonieri, Roberto, 2024. "The application of a plant community model to evaluate adaptation strategies for alleviating climate change impacts on grassland productivity, biodiversity and forage quality," Ecological Modelling, Elsevier, vol. 488(C).

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