IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v30y2016i9d10.1007_s11269-016-1339-1.html
   My bibliography  Save this article

Particle Filters to Estimate Properties of Confined Aquifers

Author

Listed:
  • Graeme Field

    (University of North Florida)

  • German Tavrisov

    (University of North Florida)

  • Christopher Brown

    (University of North Florida)

  • Alan Harris

    (University of North Florida)

  • O. Patrick Kreidl

    (University of North Florida)

Abstract

Involving a limited resource, the assessment of groundwater aquifers is of utmost importance. A key component of any such assessment is the determination of key properties that permit water resource managers to estimate aquifer drawdown and safe yield. This paper presents a particle filtering approach to estimate aquifer properties from transient data sets, leveraging recently published analytically-derived models for confined aquifers and using sample-based approximations of underlying probability distributions. The approach is examined experimentally through validation against three common aquifer testing problems: determination of (i) transmissivity and storage coefficient from non-leaky confined aquifer performance tests, (ii) transmissivity, storage coefficient, and vertical hydraulic conductivity from leaky confined aquifer performance tests, and (iii) transmissivity and storage coefficient from non-leaky confined aquifer performance tests with noisy data and boundary effects. On the first two well-addressed problems, the results using the particle filter approach compare favorably to those obtained by other published methods. The results to the third problem, which the particle filter approach can tackle more naturally than the previously-published methods, underscore the flexibility of particle filtering and, in turn, the promise such methods offer for a myriad of other geoscience problems.

Suggested Citation

  • Graeme Field & German Tavrisov & Christopher Brown & Alan Harris & O. Patrick Kreidl, 2016. "Particle Filters to Estimate Properties of Confined Aquifers," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(9), pages 3175-3189, July.
    • Handle: RePEc:spr:waterr:v:30:y:2016:i:9:d:10.1007_s11269-016-1339-1
    DOI: 10.1007/s11269-016-1339-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11269-016-1339-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11269-016-1339-1?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. Jane Qiu, 2010. "China faces up to groundwater crisis," Nature, Nature, vol. 466(7304), pages 308-308, July.
    2. By Huang & Hund-Der Yeh, 2012. "Parameter Identification for a Slug Test in a Well with Finite-Thickness Skin Using Extended Kalman Filter," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(14), pages 4039-4057, November.
    Full references (including those not matched with items on IDEAS)

    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. Xin Deng & Lingzhi Zhang & Rong Xu & Miao Zeng & Qiang He & Dingde Xu & Yanbin Qi, 2022. "Do Cooperatives Affect Groundwater Protection? Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-14, July.
    2. van Oort, P.A.J. & Wang, G. & Vos, J. & Meinke, H. & Li, B.G. & Huang, J.K. & van der Werf, W., 2016. "Towards groundwater neutral cropping systems in the Alluvial Fans of the North China Plain," Agricultural Water Management, Elsevier, vol. 165(C), pages 131-140.
    3. Xiaowei Chuai & Ye Yuan & Rongqin Zhao & Song Song, 2021. "High-resolution monitoring of inland water bodies across China in long time series and water resource changes," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 3673-3695, March.
    4. Delang Claudio O., 2017. "Causes and distribution of soil pollution in China," Environmental & Socio-economic Studies, Sciendo, vol. 5(4), pages 1-17, December.
    5. Giri R. Kattel & Wenxiu Shang & Zhongjing Wang & John Langford, 2019. "China’s South-to-North Water Diversion Project Empowers Sustainable Water Resources System in the North," Sustainability, MDPI, vol. 11(13), pages 1-12, July.
    6. Ujjayant Chakravorty & Xiangzheng Deng & Yazhen Gong & Martino Pelli & Qian Zhang, 2023. "A Tale of Two Roads: Groundwater Depletion in the North China Plain," CESifo Working Paper Series 10639, CESifo.
    7. Liang, Hao & Qin, Wei & Hu, Kelin & Tao, Hongbing & Li, Baoguo, 2019. "Modelling groundwater level dynamics under different cropping systems and developing groundwater neutral systems in the North China Plain," Agricultural Water Management, Elsevier, vol. 213(C), pages 732-741.
    8. Hai-Lin Zhang & Xin Zhao & Xiao-Gang Yin & Sheng-Li Liu & Jian-Fu Xue & Meng Wang & Chao Pu & Rattan Lal & Fu Chen, 2015. "Challenges and adaptations of farming to climate change in the North China Plain," Climatic Change, Springer, vol. 129(1), pages 213-224, March.
    9. Xinqiang Du & Zijia Wang & Xueyan Ye, 2013. "Potential Clogging and Dissolution Effects During Artificial Recharge of Groundwater Using Potable Water," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(10), pages 3573-3583, August.
    10. Gregory N. Sixt & Claudia Strambo & Jingjing Zhang & Nicholas Chow & Jie Liu & Guoyi Han, 2020. "Assessing the Level of Inter-Sectoral Policy Integration for Governance in the Water–Energy Nexus: A Comparative Study of Los Angeles and Beijing," Sustainability, MDPI, vol. 12(17), pages 1-19, September.
    11. Zhang, Kang & Xie, Xianhong & Zhu, Bowen & Meng, Shanshan & Yao, Yi, 2019. "Unexpected groundwater recovery with decreasing agricultural irrigation in the Yellow River Basin," Agricultural Water Management, Elsevier, vol. 213(C), pages 858-867.
    12. Chen, Qiaomin & Liu, Yujie & Ge, Quansheng & Pan, Tao, 2018. "Impacts of historic climate variability and land use change on winter wheat climatic productivity in the North China Plain during 1980–2010," Land Use Policy, Elsevier, vol. 76(C), pages 1-9.
    13. Mengdi Li & Yaoping Cui & Yaochen Qin & Zhifang Shi & Nan Li & Xiaoyan Liu & Yadi Run & Oliva Gabriel Chubwa, 2021. "Estimating the Impact of Ecological Migrants on the South-to-North Water Diversion in China," IJERPH, MDPI, vol. 18(23), pages 1-16, November.
    14. Wu, Bingfang & Ma, Zonghan & Boken, Vijendra K. & Zeng, Hongwei & Shang, Jiali & Igor, Savin & Wang, Jinxia & Yan, Nana, 2022. "Regional differences in the performance of drought mitigation measures in 12 major wheat-growing regions of the world," Agricultural Water Management, Elsevier, vol. 273(C).
    15. Wu, Bingfang & Jiang, Liping & Yan, Nana & Perry, Chris & Zeng, Hongwei, 2014. "Basin-wide evapotranspiration management: Concept and practical application in Hai Basin, China," Agricultural Water Management, Elsevier, vol. 145(C), pages 145-153.
    16. Adrian Werner & Qi Zhang & Lijuan Xue & Brian Smerdon & Xianghu Li & Xinjun Zhu & Lei Yu & Ling Li, 2013. "An Initial Inventory and Indexation of Groundwater Mega-Depletion Cases," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 27(2), pages 507-533, January.

    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:spr:waterr:v:30:y:2016:i:9:d:10.1007_s11269-016-1339-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.