IDEAS home Printed from https://ideas.repec.org/a/eee/agiwat/v264y2022ics0378377422000518.html
   My bibliography  Save this article

Identifying the impact of crop distribution on groundwater resources carrying capacity in groundwater-depended agricultural regions

Author

Listed:
  • Gao, Fei
  • Sun, Shikun
  • Yao, Ning
  • Yang, Huicai
  • Cheng, Bingfen
  • Luan, Xiaobo
  • Wang, Kaixuan

Abstract

Groundwater resources carrying capacity (GRCC) is defined as the capacity of groundwater resources for supporting social-economic development, which has been incredibly reduced in groundwater-depended agricultural regions due to unreasonable use of groundwater resources. Identifying the key factors influencing GRCC and providing the optimal strategy is critical for sustainable use of groundwater resources. The present study used the improved GRCC index, regression functions, and random forest to identify the key factors influencing the GRCC in a groundwater over-exploited area [Zhangjiakou, Hebei province, China (ZJK)]. And the particle swarm optimization and optimal water allocation model were used to select the best crop distribution scenarios for improving the GRCC. The results showed that IncMSE index (random forest) for each influencing factors ranging from − 3.4–8.9, indicating that crop distribution is the most important factor affecting the GRCC. Therefore, changing the crop distribution is the key factor to improve the GRCC in ZJK. The results of optimizing crop distribution scenarios showed the total water use for optimized crop distribution O26 (potato and cabbage planting area were 36,885 and 362,936 ha) was 713,701,500 m3, which was reduced by 14% compared to base scenarios in 2016. Furthermore, the GRCC index (D) has decreased by 53%～83%, which means the groundwater resources would be sustainable by using this crop distribution with irrigation quotas are 900 and 1875 m3/ha respectively. The results can provide decision-making references for sustainable use of groundwater resources in groundwater over-exploitation regions.

Suggested Citation

  • Gao, Fei & Sun, Shikun & Yao, Ning & Yang, Huicai & Cheng, Bingfen & Luan, Xiaobo & Wang, Kaixuan, 2022. "Identifying the impact of crop distribution on groundwater resources carrying capacity in groundwater-depended agricultural regions," Agricultural Water Management, Elsevier, vol. 264(C).
    • Handle: RePEc:eee:agiwat:v:264:y:2022:i:c:s0378377422000518
    DOI: 10.1016/j.agwat.2022.107504
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0378377422000518
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.agwat.2022.107504?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Zhao, Jie & Zhang, Xuepeng & Yang, Yadong & Zang, Huadong & Yan, Peng & Meki, Manyowa N. & Doro, Luca & Sui, Peng & Jeong, Jaehak & Zeng, Zhaohai, 2021. "Alternative cropping systems for groundwater irrigation sustainability in the North China Plain," Agricultural Water Management, Elsevier, vol. 250(C).
    2. Carole Dalin & Yoshihide Wada & Thomas Kastner & Michael J. Puma, 2017. "Groundwater depletion embedded in international food trade," Nature, Nature, vol. 543(7647), pages 700-704, March.
    3. Inge E. M. Graaf & Tom Gleeson & L. P. H. (Rens) van Beek & Edwin H. Sutanudjaja & Marc F. P. Bierkens, 2019. "Environmental flow limits to global groundwater pumping," Nature, Nature, vol. 574(7776), pages 90-94, October.
    4. Qiu, Guo Yu & Zhang, Xiaonan & Yu, Xiaohui & Zou, Zhendong, 2018. "The increasing effects in energy and GHG emission caused by groundwater level declines in North China’s main food production plain," Agricultural Water Management, Elsevier, vol. 203(C), pages 138-150.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yinxin Ge & Jin Wu & Binghua Li & Xiaoyuan Cao & Jiangyue Wu, 2022. "Analysis and Evaluation of Variation Characteristics in Groundwater Resources Carrying Capacity in Beijing between 2010 and 2020," Sustainability, MDPI, vol. 14(15), pages 1-16, July.
    2. Boxin Wang & Bin Wang & Xiaobing Zhao & Jiao Li & Dasheng Zhang, 2023. "Study and Evaluation of Dynamic Carrying Capacity of Groundwater Resources in Hebei Province from 2010 to 2017," Sustainability, MDPI, vol. 15(5), pages 1-15, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Pei & Ren, Li, 2023. "Evaluating the differences in irrigation methods for winter wheat under limited irrigation quotas in the water-food-economy nexus in the North China Plain," Agricultural Water Management, Elsevier, vol. 289(C).
    2. Ehsan Qasemipour & Farhad Tarahomi & Markus Pahlow & Seyed Saeed Malek Sadati & Ali Abbasi, 2020. "Assessment of Virtual Water Flows in Iran Using a Multi-Regional Input-Output Analysis," Sustainability, MDPI, vol. 12(18), pages 1-18, September.
    3. Caldera, Upeksha & Breyer, Christian, 2020. "Strengthening the global water supply through a decarbonised global desalination sector and improved irrigation systems," Energy, Elsevier, vol. 200(C).
    4. Nabavi-Pelesaraei, Ashkan & Azadi, Hossein & Van Passel, Steven & Saber, Zahra & Hosseini-Fashami, Fatemeh & Mostashari-Rad, Fatemeh & Ghasemi-Mobtaker, Hassan, 2021. "Prospects of solar systems in production chain of sunflower oil using cold press method with concentrating energy and life cycle assessment," Energy, Elsevier, vol. 223(C).
    5. Jayanta Das & A. T. M. Sakiur Rahman & Tapash Mandal & Piu Saha, 2021. "Exploring driving forces of large-scale unsustainable groundwater development for irrigation in lower Ganga River basin in India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7289-7309, May.
    6. Rulli, Maria Cristina & Casirati, Stefano & Dell’Angelo, Jampel & Davis, Kyle Frankel & Passera, Corrado & D’Odorico, Paolo, 2019. "Interdependencies and telecoupling of oil palm expansion at the expense of Indonesian rainforest," Renewable and Sustainable Energy Reviews, Elsevier, vol. 105(C), pages 499-512.
    7. Xiukang Wang, 2022. "Managing Land Carrying Capacity: Key to Achieving Sustainable Production Systems for Food Security," Land, MDPI, vol. 11(4), pages 1-21, March.
    8. Anna Herzberger & Min Gon Chung & Kelly Kapsar & Kenneth A. Frank & Jianguo Liu, 2019. "Telecoupled Food Trade Affects Pericoupled Trade and Intracoupled Production," Sustainability, MDPI, vol. 11(10), pages 1-15, May.
    9. Distefano, Tiziano & Chiarotti, Guido & Laio, Francesco & Ridolfi, Luca, 2019. "Spatial Distribution of the International Food Prices: Unexpected Heterogeneity and Randomness," Ecological Economics, Elsevier, vol. 159(C), pages 122-132.
    10. G. J. Pronk & S. F. Stofberg & T. C. G. W. Dooren & M. M. L. Dingemans & J. Frijns & N. E. Koeman-Stein & P. W. M. H. Smeets & R. P. Bartholomeus, 2021. "Increasing Water System Robustness in the Netherlands: Potential of Cross-Sectoral Water Reuse," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(11), pages 3721-3735, September.
    11. Han, Feng & Zheng, Yi & Zhang, Ling & Xiong, Rui & Hu, Zhaoping & Tian, Yong & Li, Xin, 2023. "Simulating drip irrigation in large-scale and high-resolution ecohydrological models: From emitters to the basin," Agricultural Water Management, Elsevier, vol. 289(C).
    12. Boxin Wang & Bin Wang & Xiaobing Zhao & Jiao Li & Dasheng Zhang, 2023. "Study and Evaluation of Dynamic Carrying Capacity of Groundwater Resources in Hebei Province from 2010 to 2017," Sustainability, MDPI, vol. 15(5), pages 1-15, March.
    13. Merhawi GebreEgziabher & Scott Jasechko & Debra Perrone, 2022. "Widespread and increased drilling of wells into fossil aquifers in the USA," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    14. Hoffmann, Farina & Koellner, Thomas & Kastner, Thomas, 2021. "The micronutrient content of the European Union's agricultural trade," Ecological Economics, Elsevier, vol. 188(C).
    15. Anapalli, Saseendran S. & Pinnamaneni, Srinivasa R. & Reddy, Krishna N. & Sui, Ruixiu & Singh, Gurbir, 2022. "Investigating soybean (Glycine max L.) responses to irrigation on a large-scale farm in the humid climate of the Mississippi Delta region," Agricultural Water Management, Elsevier, vol. 262(C).
    16. Siderius, Christian & Conway, Declan & Yassine, Mohamed & Murken, Lisa & Lostis, Pierre-Louis & Dalin, Carole, 2020. "Multi-scale analysis of the water-energy-food nexus in the Gulf region," LSE Research Online Documents on Economics 104091, London School of Economics and Political Science, LSE Library.
    17. Radmehr, Riza & Ghorbani, Mohammad & Ziaei, Ali Naghi, 2021. "Quantifying and managing the water-energy-food nexus in dry regions food insecurity: New methods and evidence," Agricultural Water Management, Elsevier, vol. 245(C).
    18. Georg Smolka & Ervin Kosatica & Markus Berger & Meidad Kissinger & Dor Fridman & Thomas Koellner, 2023. "Domestic water versus imported virtual blue water for agricultural production: A comparison based on energy consumption and related greenhouse gas emissions," Journal of Industrial Ecology, Yale University, vol. 27(4), pages 1123-1136, August.
    19. Yang, Xiaolin & Jin, Xinnan & Chu, Qingquan & Pacenka, Steven & Steenhuis, Tammo S., 2021. "Impact of climate variation from 1965 to 2016 on cotton water requirements in North China Plain," Agricultural Water Management, Elsevier, vol. 243(C).
    20. Yuanying Chi & Yangmei Xu & Xu Wang & Feng Jin & Jialin Li, 2021. "A Win–Win Scenario for Agricultural Green Development and Farmers’ Agricultural Income: An Empirical Analysis Based on the EKC Hypothesis," Sustainability, MDPI, vol. 13(15), pages 1-21, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:agiwat:v:264:y:2022:i:c:s0378377422000518. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/agwat .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.