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How agricultural water use efficiency varies in China—A spatial-temporal analysis considering unexpected outputs

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  • Zhang, Fengtai
  • Xiao, Yuedong
  • Gao, Lei
  • Ma, Dalai
  • Su, Ruiqi
  • Yang, Qing

Abstract

Chinese agricultural production has grown rapidly over the past two decades. However, expanding large-scale production faces a sharp conflict with the supply of water resources. Meanwhile, to adapt to changes in consumer preferences and protect the environment, both the livestock and crop industries had to input more to achieve a high output of meat and grains and low graywater footprint emission. Using provincial panel data of China from 2008 to 2019, this study adopted a slacked-based model to measure the country's agricultural water use efficiency (AWUE) that considered graywater from crop and livestock production as an unexpected output. Based on the concept of sustainable development, using the graywater footprint as an undesired output included environmental pollution caused by agricultural production as part of the cost and could more accurately measure the water efficiency of current production. We also applied the Tobit model to identify the main factors influencing AWUE. Our results indicated the following. (1) Wealthy provinces produced more graywater than did poor provinces. If the province's gross domestic product climbed, the volume of graywater of livestock would surpass graywater of crops by a greater amount. (2) The AWUE in Southwest and South China fitted a "U" trend, while the remaining five regions showed an inverted U-shaped tendency. (3) To improve the AWUE, it is necessary to increase the crop area of economic crops and expand the scale of the livestock industry; compared with investment in irrigation infrastructure, investment in research and experimental development produces higher marginal benefits in enhancing the AWUE. (4) Environmental regulations inhibit the improvement of the AWUE, while irrigation infrastructure significantly improves the AWUE.

Suggested Citation

  • Zhang, Fengtai & Xiao, Yuedong & Gao, Lei & Ma, Dalai & Su, Ruiqi & Yang, Qing, 2022. "How agricultural water use efficiency varies in China—A spatial-temporal analysis considering unexpected outputs," Agricultural Water Management, Elsevier, vol. 260(C).
    • Handle: RePEc:eee:agiwat:v:260:y:2022:i:c:s0378377421005746
    DOI: 10.1016/j.agwat.2021.107297
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    as
    1. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    2. Han, J.G. & Li, Z.B. & Li, P. & Tian, J.L., 2010. "Nitrogen and phosphorous concentrations in runoff from a purple soil in an agricultural watershed," Agricultural Water Management, Elsevier, vol. 97(5), pages 757-762, May.
    3. Guofeng Wang & Nan Lin & Xiaoxue Zhou & Zhihui Li & Xiangzheng Deng, 2018. "Three-Stage Data Envelopment Analysis of Agricultural Water Use Efficiency: A Case Study of the Heihe River Basin," Sustainability, MDPI, vol. 10(2), pages 1-17, February.
    4. Boyd, Gale A. & McClelland, John D., 1999. "The Impact of Environmental Constraints on Productivity Improvement in Integrated Paper Plants," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 121-142, September.
    5. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    6. Li, Bowei & Shen, Yueqin, 2021. "Effects of land transfer quality on the application of organic fertilizer by large-scale farmers in China," Land Use Policy, Elsevier, vol. 100(C).
    7. Songqing Jin & Jikun Huang & Ruifa Hu & Scott Rozelle, 2002. "The Creation and Spread of Technology and Total Factor Productivity in China's Agriculture," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 916-930.
    8. Tang, Jianjun & Folmer, Henk & Xue, Jianhong, 2015. "Technical and allocative efficiency of irrigation water use in the Guanzhong Plain, China," Food Policy, Elsevier, vol. 50(C), pages 43-52.
    9. 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.
    10. Kaur, Lovepreet & Kaur, Anureet & Brar, A.S., 2021. "Water use efficiency of green gram (Vigna radiata L.) impacted by paddy straw mulch and irrigation regimes in north-western India," Agricultural Water Management, Elsevier, vol. 258(C).
    11. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    12. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    13. Qadir, M. & Boers, Th. M. & Schubert, S. & Ghafoor, A. & Murtaza, G., 2003. "Agricultural water management in water-starved countries: challenges and opportunities," Agricultural Water Management, Elsevier, vol. 62(3), pages 165-185, October.
    14. Yifan Gu & Yi Li & Hongtao Wang & Fengting Li, 2014. "Gray Water Footprint: Taking Quality, Quantity, and Time Effect into Consideration," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 28(11), pages 3871-3874, September.
    15. Wang, Wei & Wu, Xiaohong & Yin, Chunmei & Xie, Xiaoli, 2019. "Nutrition loss through surface runoff from slope lands and its implications for agricultural management," Agricultural Water Management, Elsevier, vol. 212(C), pages 226-231.
    16. He, Guohua & Geng, Chenfan & Zhai, Jiaqi & Zhao, Yong & Wang, Qingming & Jiang, Shan & Zhu, Yongnan & Wang, Lizhen, 2021. "Impact of food consumption patterns change on agricultural water requirements: An urban-rural comparison in China," Agricultural Water Management, Elsevier, vol. 243(C).
    17. Ramos, María Concepción & Lizaga, Ivan & Gaspar, Leticia & Quijano, Laura & Navas, Ana, 2019. "Effects of rainfall intensity and slope on sediment, nitrogen and phosphorous losses in soils with different use and soil hydrological properties," Agricultural Water Management, Elsevier, vol. 226(C).
    18. Mbava, N. & Mutema, M. & Zengeni, R. & Shimelis, H. & Chaplot, V., 2020. "Factors affecting crop water use efficiency: A worldwide meta-analysis," Agricultural Water Management, Elsevier, vol. 228(C).
    19. Li, Nan & Jiang, Yuqing & Mu, Hailin & Yu, Zhixin, 2018. "Efficiency evaluation and improvement potential for the Chinese agricultural sector at the provincial level based on data envelopment analysis (DEA)," Energy, Elsevier, vol. 164(C), pages 1145-1160.
    20. 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).
    21. Shilong Piao & Philippe Ciais & Yao Huang & Zehao Shen & Shushi Peng & Junsheng Li & Liping Zhou & Hongyan Liu & Yuecun Ma & Yihui Ding & Pierre Friedlingstein & Chunzhen Liu & Kun Tan & Yongqiang Yu , 2010. "The impacts of climate change on water resources and agriculture in China," Nature, Nature, vol. 467(7311), pages 43-51, September.
    22. Khan, Shahbaz & Hanjra, Munir A. & Mu, Jianxin, 2009. "Water management and crop production for food security in China: A review," Agricultural Water Management, Elsevier, vol. 96(3), pages 349-360, March.
    23. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    24. Nazari, Bijan & Liaghat, Abdolmajid & Akbari, Mohammad Reza & Keshavarz, Marzieh, 2018. "Irrigation water management in Iran: Implications for water use efficiency improvement," Agricultural Water Management, Elsevier, vol. 208(C), pages 7-18.
    25. Yoshinaga, Ikuo & Miura, Asa & Hitomi, Tadayoshi & Hamada, Koji & Shiratani, Eisaku, 2007. "Runoff nitrogen from a large sized paddy field during a crop period," Agricultural Water Management, Elsevier, vol. 87(2), pages 217-222, January.
    26. 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.
    27. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2007. "Data Envelopment Analysis," Springer Books, Springer, edition 0, number 978-0-387-45283-8, November.
    28. Kang, Shaozhong & Hao, Xinmei & Du, Taisheng & Tong, Ling & Su, Xiaoling & Lu, Hongna & Li, Xiaolin & Huo, Zailin & Li, Sien & Ding, Risheng, 2017. "Improving agricultural water productivity to ensure food security in China under changing environment: From research to practice," Agricultural Water Management, Elsevier, vol. 179(C), pages 5-17.
    29. Scheel, Holger, 2001. "Undesirable outputs in efficiency valuations," European Journal of Operational Research, Elsevier, vol. 132(2), pages 400-410, July.
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    2. Jincai Zhao & Yiyao Wang & Xiufeng Zhang & Qianxi Liu, 2022. "Industrial and Agricultural Water Use Efficiency and Influencing Factors in the Process of Urbanization in the Middle and Lower Reaches of the Yellow River Basin, China," Land, MDPI, vol. 11(8), pages 1-18, August.
    3. Qian Chen & Jaume Freire González & Donglan Zha, 2023. "The Gap between Expectations and Reality: Assessing the Water Rebound Effect in Chinese Agriculture," Working Papers 1415, Barcelona School of Economics.
    4. Shen, Jinlong & Zhao, Yekun & Song, Jianfeng, 2022. "Analysis of the regional differences in agricultural water poverty in China: Based on a new agricultural water poverty index," Agricultural Water Management, Elsevier, vol. 270(C).
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    6. Zhe Zhao & Pengyu Peng & Fan Zhang & Jiayin Wang & Hongxuan Li, 2022. "The Impact of the Urbanization Process on Agricultural Technical Efficiency in Northeast China," Sustainability, MDPI, vol. 14(19), pages 1-20, September.
    7. Eirini Aivazidou & Dimitrios Aidonis & Naoum Tsolakis & Charisios Achillas & Dimitrios Vlachos, 2022. "Wine Supply Chain Network Configuration under a Water Footprint Cap," Sustainability, MDPI, vol. 14(15), pages 1-16, August.

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