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Modeling climatically suitable areas for soybean and their shifts across China

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  • Zhao, Jiongchao
  • Wang, Chong
  • Shi, Xiaoyu
  • Bo, Xiaozhi
  • Li, Shuo
  • Shang, Mengfei
  • Chen, Fu
  • Chu, Qingquan

Abstract

Crop suitability determines its distribution and yield in a given region and can be greatly affected by climate change. In recent decades, the distribution of soybean cultivation has undergone significant spatial shifts in China. However, whether this change matches with climatic suitability for soybean at a national scale has not been reported.

Suggested Citation

  • Zhao, Jiongchao & Wang, Chong & Shi, Xiaoyu & Bo, Xiaozhi & Li, Shuo & Shang, Mengfei & Chen, Fu & Chu, Qingquan, 2021. "Modeling climatically suitable areas for soybean and their shifts across China," Agricultural Systems, Elsevier, vol. 192(C).
    • Handle: RePEc:eee:agisys:v:192:y:2021:i:c:s0308521x2100158x
    DOI: 10.1016/j.agsy.2021.103205
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    1. Justino, Ludmilla Ferreira & Alves Júnior, José & Battisti, Rafael & Heinemann, Alexandre Bryan & Leite, Caio Vinicius & Evangelista, Adão Wagner Pêgo & Casaroli, Derblai, 2019. "Assessment of economic returns by using a central pivot system to irrigate common beans during the rainfed season in Central Brazil," Agricultural Water Management, Elsevier, vol. 224(C), pages 1-1.
    2. Ramos, Rodrigo Soares & Kumar, Lalit & Shabani, Farzin & Picanço, Marcelo Coutinho, 2019. "Risk of spread of tomato yellow leaf curl virus (TYLCV) in tomato crops under various climate change scenarios," Agricultural Systems, Elsevier, vol. 173(C), pages 524-535.
    3. Kumar Amrit & Rajendra P. Pandey & Surendra K. Mishra & Mihail Daradur, 2018. "Relationship of drought frequency and severity with range of annual temperature variation," 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. 92(2), pages 1199-1210, June.
    4. Smith, Alex & Snapp, Sieglinde & Dimes, John & Gwenambira, Chiwimbo & Chikowo, Regis, 2016. "Doubled-up legume rotations improve soil fertility and maintain productivity under variable conditions in maize-based cropping systems in Malawi," Agricultural Systems, Elsevier, vol. 145(C), pages 139-149.
    5. Bezerra, Antonio Diego M. & Pacheco Filho, Alípio J.S. & Bomfim, Isac G.A. & Smagghe, Guy & Freitas, Breno M., 2019. "Agricultural area losses and pollinator mismatch due to climate changes endanger passion fruit production in the Neotropics," Agricultural Systems, Elsevier, vol. 169(C), pages 49-57.
    6. Qin, Wenli & Zhang, Xiying & Chen, Suying & Sun, Hongyong & Shao, Liwei, 2018. "Crop rotation and N application rate affecting the performance of winter wheat under deficit irrigation," Agricultural Water Management, Elsevier, vol. 210(C), pages 330-339.
    7. Jin Zhao & Xiaoguang Yang & Zhijuan Liu & Shuo Lv & Jing Wang & Shuwei Dai, 2016. "Variations in the potential climatic suitability distribution patterns and grain yields for spring maize in Northeast China under climate change," Climatic Change, Springer, vol. 137(1), pages 29-42, July.
    8. Zhijuan Liu & Xiaoguang Yang & Fu Chen & Enli Wang, 2013. "The effects of past climate change on the northern limits of maize planting in Northeast China," Climatic Change, Springer, vol. 117(4), pages 891-902, April.
    9. Harrison, Matthew T. & Cullen, Brendan R. & Rawnsley, Richard P., 2016. "Modelling the sensitivity of agricultural systems to climate change and extreme climatic events," Agricultural Systems, Elsevier, vol. 148(C), pages 135-148.
    10. Chloe Margaret Papier & Helen Mills Poulos & Alejandro Kusch, 2019. "Invasive species and carbon flux: the case of invasive beavers (Castor canadensis) in riparian Nothofagus forests of Tierra del Fuego, Chile," Climatic Change, Springer, vol. 153(1), pages 219-234, March.
    11. Yan, Zongzheng & Zhang, Xiying & Rashid, Muhammad Adil & Li, Hongjun & Jing, Haichun & Hochman, Zvi, 2020. "Assessment of the sustainability of different cropping systems under three irrigation strategies in the North China Plain under climate change," Agricultural Systems, Elsevier, vol. 178(C).
    12. Xiao, Guangmin & Zhao, Zichao & Liang, Long & Meng, Fanqiao & Wu, Wenliang & Guo, Yanbin, 2019. "Improving nitrogen and water use efficiency in a wheat-maize rotation system in the North China Plain using optimized farming practices," Agricultural Water Management, Elsevier, vol. 212(C), pages 172-180.
    13. Yuhe Ji & Guangsheng Zhou & Qijin He & Lixia Wang, 2018. "The Effect of Climate Change on Spring Maize ( Zea mays L.) Suitability across China," Sustainability, MDPI, vol. 10(10), pages 1-10, October.
    14. Singh, Kuntal & McClean, Colin J. & Büker, Patrick & Hartley, Sue E. & Hill, Jane K., 2017. "Mapping regional risks from climate change for rainfed rice cultivation in India," Agricultural Systems, Elsevier, vol. 156(C), pages 76-84.
    15. Sillero, Neftalí, 2011. "What does ecological modelling model? A proposed classification of ecological niche models based on their underlying methods," Ecological Modelling, Elsevier, vol. 222(8), pages 1343-1346.
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    3. Peng, Huiru & Zhang, Yang & Nan, Tiegui & Yang, Xiaolin & Pacenka, Steven & Steenhuis, Tammo S. & Niu, Jun, 2025. "Climate change impacts on spatiotemporal variability of soybean water demands in North China Plain," Agricultural Water Management, Elsevier, vol. 310(C).
    4. Lu, Yongquan & Liu, Guilin & Xian, Yuyang & Tang, Jiaqi & Zhong, Liming, 2024. "Climate change brings both opportunities and challenges to rural revitalization in China: Evidence from apple geographical indication predictions," Agricultural Systems, Elsevier, vol. 216(C).
    5. Guo, Shibo & Zhang, Zhentao & Guo, Erjing & Fu, Zhenzhen & Gong, Jingjin & Yang, Xiaoguang, 2022. "Historical and projected impacts of climate change and technology on soybean yield in China," Agricultural Systems, Elsevier, vol. 203(C).
    6. Wenguang Chen & Bangbang Zhang & Xiangbin Kong & Liangyou Wen & Yubo Liao & Lingxin Kong, 2022. "Soybean Production and Spatial Agglomeration in China from 1949 to 2019," Land, MDPI, vol. 11(5), pages 1-17, May.
    7. Zhi Wang & Minmin Luo & Lixia Ye & Jue Peng & Xuan Luo & Lei Gao & Qiong Huang & Qinghong Chen & Lei Zhang, 2024. "Prediction of the Potentially Suitable Areas of Actinidia latifolia in China Based on Climate Change Using the Optimized MaxEnt Model," Sustainability, MDPI, vol. 16(14), pages 1-15, July.
    8. Guo, Shibo & Zhao, Jin & Zhao, Chuang & Guo, Erjing & Liu, Zhijuan & Harrison, Matthew Tom & Liu, Ke & Zhang, Tianyi & Yang, Xiaoguang, 2024. "Adapting crop land-use in line with a changing climate improves productivity, prosperity and reduces greenhouse gas emissions," Agricultural Systems, Elsevier, vol. 217(C).
    9. Huaquan Zhang & Abbas Ali Chandio & Fan Yang & Yashuang Tang & Martinson Ankrah Twumasi & Ghulam Raza Sargani, 2022. "Modeling the Impact of Climatological Factors and Technological Revolution on Soybean Yield: Evidence from 13-Major Provinces of China," IJERPH, MDPI, vol. 19(9), pages 1-16, May.

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