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Dynamic forecasting of agricultural water footprint based on Markov Chain-a case study of the Heihe River Basin

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  • Feng, Le
  • Chen, Bin
  • Hayat, Tasawar
  • Alsaedi, Ahmed
  • Ahmad, Bashir

Abstract

Water footprint forecasting is essential to measuring the embodied water resource consumption and achieving the sustainable water governance. Agricultural sector is conventionally a water intensive sector and accounts for large amount of water consumption in the river basins. In this paper, a system dynamics model is combined with Markov Chain, considering economic development, agriculture water consumption, population and agricultural ecosystem, to forecast the total agricultural water footprint (AWF) as well as its pressure on the freshwater ecosystem. Wheat, coin, potato, alfalfa, vegetables and flax are chosen as representative crops for AWF accounting in the integrated model. A case study of the Heihe River Basin in China during 2010–2030 shows that, the AWFs are 9.67×108m3, 1.02×109m3, 1.05×109m3 and 9.27×108m3 under Baseline Scenario, Moderate Risk Scenario, High Risk Scenario and Sustainable Scenario, respectively. It is concluded that the improvement on agricultural water efficiency may decrease the AWF, which can be achieved by agricultural water conservation, irrigation canal construction, maintenance funding and investments, agricultural planting adjustment, and virtual water strategies.

Suggested Citation

  • Feng, Le & Chen, Bin & Hayat, Tasawar & Alsaedi, Ahmed & Ahmad, Bashir, 2017. "Dynamic forecasting of agricultural water footprint based on Markov Chain-a case study of the Heihe River Basin," Ecological Modelling, Elsevier, vol. 353(C), pages 150-157.
  • Handle: RePEc:eee:ecomod:v:353:y:2017:i:c:p:150-157
    DOI: 10.1016/j.ecolmodel.2016.11.002
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    References listed on IDEAS

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    1. Wu, Jie & Zhu, Qingyuan & Ji, Xiang & Chu, Junfei & Liang, Liang, 2016. "Two-stage network processes with shared resources and resources recovered from undesirable outputs," European Journal of Operational Research, Elsevier, vol. 251(1), pages 182-197.
    2. An, Qingxian & Yan, Hong & Wu, Jie & Liang, Liang, 2016. "Internal resource waste and centralization degree in two-stage systems: An efficiency analysis," Omega, Elsevier, vol. 61(C), pages 89-99.
    3. Emily Kate Schendel & Jennifer R. Macdonald & Hans Schreier & Les M. Lavkulich, 2007. "Virtual Water: A Framework For Comparative Regional Resource Assessment," Journal of Environmental Assessment Policy and Management (JEAPM), World Scientific Publishing Co. Pte. Ltd., vol. 9(03), pages 341-355.
    4. Dong, Congli & Schoups, Gerrit & van de Giesen, Nick, 2013. "Scenario development for water resource planning and management: A review," Technological Forecasting and Social Change, Elsevier, vol. 80(4), pages 749-761.
    5. White, David J. & Feng, Kuishuang & Sun, Laixiang & Hubacek, Klaus, 2015. "A hydro-economic MRIO analysis of the Haihe River Basin's water footprint and water stress," Ecological Modelling, Elsevier, vol. 318(C), pages 157-167.
    6. Ju-Liang Jin & Yi-Ming Wei & Le-Le Zou & Li Liu & Wei-wei Zhang & Yu-liang Zhou, 2012. "Forewarning of sustainable utilization of regional water resources: a model based on BP neural network and set pair analysis," 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. 62(1), pages 115-127, May.
    7. Zhao, X. & Chen, B. & Yang, Z.F., 2009. "National water footprint in an input–output framework—A case study of China 2002," Ecological Modelling, Elsevier, vol. 220(2), pages 245-253.
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    Cited by:

    1. Zhang, Shulin & Su, Xiaoling & Singh, Vijay P & Ayantobo, Olusola Olaitan & Xie, Juan, 2018. "Logarithmic Mean Divisia Index (LMDI) decomposition analysis of changes in agricultural water use: a case study of the middle reaches of the Heihe River basin, China," Agricultural Water Management, Elsevier, vol. 208(C), pages 422-430.
    2. Zhai, Yijie & Bai, Yueyang & Wu, Zhen & Hong, Jinglan & Shen, Xiaoxu & Xie, Fei & Li, Xiangzhi, 2022. "Grain self-sufficiency versus environmental stress: An integration of system dynamics and life cycle assessment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    3. Sun, Yuanyuan & Mao, Xianqiang & Liu, Gengyuan & Yin, Xinan & Zhao, Yanwei, 2020. "Modelling the effects of energy taxes on ecological footprint transfers in China's foreign trade," Ecological Modelling, Elsevier, vol. 431(C).

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