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Can agricultural mechanization enhance the climate resilience of food production? Evidence from China

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  • Fang, Dan
  • Chen, Jiangqiang
  • Wang, Saige
  • Chen, Bin

Abstract

Climate change is exacerbating food security, necessitating the ability to reduce losses from climate hazards and restore high food yields, known as the climate resilience of food production (CRFP). Agricultural mechanization offers a promising adaptation strategy for enhancing CRFP through rapid, wide-ranging, and timely operations. However, the effect of agricultural mechanization on CRFP remains unclear. Taking China as a case study, we proposed an assessment framework to characterize provincial CRFP from 1994 to 2022 and explored the impact of agricultural mechanization on CRFP. The results show that, despite frequent droughts and floods, CRFP in China has been on an upward trend since 2004, driven by national policies aimed at securing grain production. China's CRFP exhibits regional spatial correlations: the Loess Plateau and the Northern arid and semi-arid regions are less resilient to disasters, while the coastal regions of Shandong, Jiangsu, Fujian, and Guangdong have maintained high levels of resilience in recent years. Agricultural mechanization has both direct and spatial spillover effects on CRFP by increasing food production and reducing disaster losses. For every 1% increase in agricultural mechanization, local CRFP increases by 0.012, with a total increase of 0.762 in neighboring provinces. Specifically, the spatial spillover effect of mechanization is primarily realized through the cross-latitude service of large harvesting machinery. This study provides insights into climate-resilient food production and global food security on improving the structure of agricultural machinery and optimizing cross-regional operations.

Suggested Citation

  • Fang, Dan & Chen, Jiangqiang & Wang, Saige & Chen, Bin, 2024. "Can agricultural mechanization enhance the climate resilience of food production? Evidence from China," Applied Energy, Elsevier, vol. 373(C).
  • Handle: RePEc:eee:appene:v:373:y:2024:i:c:s0306261924013114
    DOI: 10.1016/j.apenergy.2024.123928
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    as
    1. Rebecca Newman & Ilan Noy, 2023. "The global costs of extreme weather that are attributable to climate change," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    2. Qiao, Fangbin, 2017. "Increasing wage, mechanization, and agriculture production in China," China Economic Review, Elsevier, vol. 46(C), pages 249-260.
    3. Chen, Shuai & Chen, Xiaoguang & Xu, Jintao, 2016. "Impacts of climate change on agriculture: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 76(C), pages 105-124.
    4. Xiaobing Yu & Yiqun Lu & Mei Cai, 2018. "Evaluating agro-meteorological disaster of China based on differential evolution algorithm and VIKOR," 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. 94(2), pages 671-687, November.
    5. Aryal, Jeetendra Prakash & Rahut, Dil Bahadur & Maharjan, Sofina & Erenstein, Olaf, 2019. "Understanding factors associated with agricultural mechanization: A Bangladesh case," World Development Perspectives, Elsevier, vol. 13(C), pages 1-9.
    6. Matheus José Silva de Souza & Danilo Guimarães Franco Ramos & Marina Garcia Pena & Vinicius Amorim Sobreiro & Herbert Kimura, 2018. "Examination of the profitability of technical analysis based on moving average strategies in BRICS," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-18, December.
    7. Qinan Lu & Xiaodong Du & Huanguang Qiu, 2022. "Adoption patterns and productivity impacts of agricultural mechanization services," Agricultural Economics, International Association of Agricultural Economists, vol. 53(5), pages 826-845, September.
    8. Zhang, Xiaobo & Yang, Jin & Reardon, Thomas, 2020. "Mechanization outsourcing clusters and division of labor in Chinese agriculture," IFPRI book chapters, in: An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia?, chapter 2, pages 71-96, International Food Policy Research Institute (IFPRI).
    9. Tone, Kaoru, 2002. "A slacks-based measure of super-efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 143(1), pages 32-41, November.
    10. Mohammed, Kamaldeen & Batung, Evans & Saaka, Sulemana Ansumah & Kansanga, Moses Mosonsieyiri & Luginaah, Isaac, 2023. "Determinants of mechanized technology adoption in smallholder agriculture: Implications for agricultural policy," Land Use Policy, Elsevier, vol. 129(C).
    11. Wangda Liao & Fusheng Zeng & Meseret Chanieabate, 2022. "Mechanization of Small-Scale Agriculture in China: Lessons for Enhancing Smallholder Access to Agricultural Machinery," Sustainability, MDPI, vol. 14(13), pages 1-21, June.
    12. Diao, Xinshen, ed. & Takeshima, Hiroyuki. ed. & Zhang, Xiaobo, ed., 2020. "An evolving paradigm of agricultural mechanization development: How much can Africa learn from Asia? Synopsis," IFPRI synopses 1224277378, International Food Policy Research Institute (IFPRI).
    13. Corey Lesk & Pedram Rowhani & Navin Ramankutty, 2016. "Influence of extreme weather disasters on global crop production," Nature, Nature, vol. 529(7584), pages 84-87, January.
    14. Donald R. Nelson, 2011. "Adaptation and resilience: responding to a changing climate," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 2(1), pages 113-120, January.
    15. Su, Rui & Chen, Bin & Wang, Saige & Duan, Cuncun, 2024. "Energy technical resilience assessment based on complex network analysis – A case study of China," Applied Energy, Elsevier, vol. 364(C).
    16. Wang, Di & Zhang, Peng & Chen, Shuai & Zhang, Ning, 2024. "Adaptation to temperature extremes in Chinese agriculture, 1981 to 2010," Journal of Development Economics, Elsevier, vol. 166(C).
    17. Jacobi, Johanna & Mukhovi, Stellah & Llanque, Aymara & Augstburger, Horacio & Käser, Fabian & Pozo, Claudia & Ngutu Peter, Mariah & Delgado, José Manuel Freddy & Kiteme, Boniface P. & Rist, Stephan & , 2018. "Operationalizing food system resilience: An indicator-based assessment in agroindustrial, smallholder farming, and agroecological contexts in Bolivia and Kenya," Land Use Policy, Elsevier, vol. 79(C), pages 433-446.
    18. Poulin, Craig & Kane, Michael B., 2021. "Infrastructure resilience curves: Performance measures and summary metrics," Reliability Engineering and System Safety, Elsevier, vol. 216(C).
    19. Yong Liu & Jorge Ruiz-Menjivar & Junbiao Zhang, 2023. "Do soil nutrient management practices improve climate resilience? Empirical evidence from rice farmers in central China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 10029-10054, September.
    20. Abhishek Chaudhary & David Gustafson & Alexander Mathys, 2018. "Multi-indicator sustainability assessment of global food systems," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    21. Ma, Wanglin & Zhou, Xiaoshi & Boansi, David & Horlu, Godwin Seyram Agbemavor & Owusu, Victor, 2024. "Adoption and intensity of agricultural mechanization and their impact on non-farm employment of rural women," World Development, Elsevier, vol. 173(C).
    22. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    23. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    24. Chen, Shuai & Gong, Binlei, 2021. "Response and adaptation of agriculture to climate change: Evidence from China," Journal of Development Economics, Elsevier, vol. 148(C).
    25. Hayami, Yujiro & Ruttan, Vernon W, 1970. "Agricultural Productivity Differences Among Countries," American Economic Review, American Economic Association, vol. 60(5), pages 895-911, December.
    26. Xiaobing Wang & Futoshi Yamauchi & Jikun Huang, 2016. "Rising wages, mechanization, and the substitution between capital and labor: evidence from small scale farm system in China," Agricultural Economics, International Association of Agricultural Economists, vol. 47(3), pages 309-317, May.
    27. Lei Qiao & Xuhui Wang & Pete Smith & Jinlong Fan & Yuelai Lu & Bridget Emmett & Rong Li & Stephen Dorling & Haiqing Chen & Shaogui Liu & Tim G. Benton & Yaojun Wang & Yuqing Ma & Rongfeng Jiang & Fusu, 2022. "Soil quality both increases crop production and improves resilience to climate change," Nature Climate Change, Nature, vol. 12(6), pages 574-580, June.
    28. James P. Lesage, 2008. "An Introduction to Spatial Econometrics," Revue d'économie industrielle, De Boeck Université, vol. 0(3), pages 19-44.
    29. Sisi Li & Yanhua Zhuang & Hongbin Liu & Zhen Wang & Fulin Zhang & Mingquan Lv & Limei Zhai & Xianpeng Fan & Shiwei Niu & Jingrui Chen & Changxu Xu & Na Wang & Shuhe Ruan & Wangzheng Shen & Menghan Mi , 2023. "Author Correction: Enhancing rice production sustainability and resilience via reactivating small water bodies for irrigation and drainage," Nature Communications, Nature, vol. 14(1), pages 1-1, December.
    30. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    31. Paul, Shuva & Poudyal, Abodh & Poudel, Shiva & Dubey, Anamika & Wang, Zhaoyu, 2024. "Resilience assessment and planning in power distribution systems: Past and future considerations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PB).
    32. Michler, Jeffrey D. & Baylis, Kathy & Arends-Kuenning, Mary & Mazvimavi, Kizito, 2019. "Conservation agriculture and climate resilience," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 148-169.
    33. Tyler, Stephen & Nugraha, Erwin & Nguyen, Ha Kim & Nguyen, Nhung Van & Sari, Aniessa Delima & Thinpanga, Pakamas & Tran, Thao Thanh & Verma, Sheo Shanker, 2016. "Indicators of urban climate resilience: A contextual approach," Environmental Science & Policy, Elsevier, vol. 66(C), pages 420-426.
    34. Sisi Li & Yanhua Zhuang & Hongbin Liu & Zhen Wang & Fulin Zhang & Mingquan Lv & Limei Zhai & Xianpeng Fan & Shiwei Niu & Jingrui Chen & Changxu Xu & Na Wang & Shuhe Ruan & Wangzheng Shen & Menghan Mi , 2023. "Enhancing rice production sustainability and resilience via reactivating small water bodies for irrigation and drainage," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    35. Zou, Baoling & Chen, Yudan & Mishra, Ashok K. & Hirsch, Stefan, 2024. "Agricultural mechanization and the performance of the local Chinese economy," Food Policy, Elsevier, vol. 125(C).
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