IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v32y2018i13d10.1007_s11269-018-2070-x.html
   My bibliography  Save this article

Analyzing Large-Scale Hydrologic Processes Using GRACE and Hydrometeorological Datasets

Author

Listed:
  • Chandan Banerjee

    (Indian Institute of Science)

  • D. Nagesh Kumar

    (Indian Institute of Science)

Abstract

Water demand in India is growing due to its increasing population, economic growth and urbanization. Consequently, knowledge of interdependencies of large-scale hydrometeorological processes is crucial for efficient water resources management. Estimates of Groundwater (GW) derived from Terrestrial Water Storage (TWS) data provided by Gravity Recovery and Climate Experiment (GRACE) satellite mission along with various other satellite observations and model estimates now facilitates such investigations. In an attempt which is first of its kind in India, this study proposes Independent Component Analysis (ICA) based spatiotemporal analysis of Precipitation (P), Evapotranspiration (ET), Surface Soil Moisture (SSM), Root Zone Soil Moisture (RZSM), TWS and GW to understand such interdependencies at intra- and interannual time scales. Results indicate that 84–99% of the total variability is explained by the first 6 ICs of all the variables, analyzed for a period 2002–2014. The Indian Summer Monsoon Rainfall (ISMR) is the causative-factor of the first component describing 61–82% of the total variability. The phase difference between all seasonal components of P and that of RZSM and ET is a month whereas it is 2 months between the seasonal components of P and that of SSM, TWS and GW. ET is observed to be largely dependent on RZSM while GW appears as the major component of TWS. GW and TWS trends of opposite nature were observed in northern and southern part of India caused by inter-annual rainfall variability. These findings when incorporated in modelling frameworks would improve forecasts resulting in better water management.

Suggested Citation

  • Chandan Banerjee & D. Nagesh Kumar, 2018. "Analyzing Large-Scale Hydrologic Processes Using GRACE and Hydrometeorological Datasets," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 32(13), pages 4409-4423, October.
    • Handle: RePEc:spr:waterr:v:32:y:2018:i:13:d:10.1007_s11269-018-2070-x
    DOI: 10.1007/s11269-018-2070-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11269-018-2070-x
    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/s11269-018-2070-x?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. Scott Jasechko & Zachary D. Sharp & John J. Gibson & S. Jean Birks & Yi Yi & Peter J. Fawcett, 2013. "Terrestrial water fluxes dominated by transpiration," Nature, Nature, vol. 496(7445), pages 347-350, April.
    2. Matthew Rodell & Isabella Velicogna & James S. Famiglietti, 2009. "Satellite-based estimates of groundwater depletion in India," Nature, Nature, vol. 460(7258), pages 999-1002, August.
    3. World Bank, 2014. "Republic of India : Accelerating Agricultural Productivity Growth," World Bank Publications - Reports 18736, The World Bank Group.
    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. Peijun Li & Yuanyuan Zha & Liangsheng Shi & Hua Zhong & Chak-Hau Michael Tso & Mousong Wu, 2022. "Assessing the Global Relationships Between Teleconnection Factors and Terrestrial Water Storage Components," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(1), pages 119-133, January.
    2. Behnam Khorrami & Shoaib Ali & Orhan Gündüz, 2023. "Investigating the Local-scale Fluctuations of Groundwater Storage by Using Downscaled GRACE/GRACE-FO JPL Mascon Product Based on Machine Learning (ML) Algorithm," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(9), pages 3439-3456, July.

    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. Meena, Raj Pal & Karnam, Venkatesh & R, Sendhil & Rinki, & Sharma, R.K. & Tripathi, S.C. & Singh, Gyanendra Pratap, 2019. "Identification of water use efficient wheat genotypes with high yield for regions of depleting water resources in India," Agricultural Water Management, Elsevier, vol. 223(C), pages 1-1.
    2. Valbuena, Diego & Tui, Sabine Homann-Kee & Erenstein, Olaf & Teufel, Nils & Duncan, Alan & Abdoulaye, Tahirou & Swain, Braja & Mekonnen, Kindu & Germaine, Ibro & Gérard, Bruno, 2015. "Identifying determinants, pressures and trade-offs of crop residue use in mixed smallholder farms in Sub-Saharan Africa and South Asia," Agricultural Systems, Elsevier, vol. 134(C), pages 107-118.
    3. Yusuke Kuwayama, 2019. "Policy Note: "Opportunities and Challenges of Using Satellite Data to Inform Water Policy"," Water Economics and Policy (WEP), World Scientific Publishing Co. Pte. Ltd., vol. 5(03), pages 1-9, July.
    4. Bahi, Dhilanveer Teja Singh & Paavola, Jouni, 2023. "Liquid petroleum gas access and consumption expenditure: measuring energy poverty through wellbeing and gender equality in India," LSE Research Online Documents on Economics 120564, London School of Economics and Political Science, LSE Library.
    5. Sriroop Chaudhuri & Mimi Roy & Louis M. McDonald & Yves Emendack, 2021. "Reflections on farmers’ social networks: a means for sustainable agricultural development?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(3), pages 2973-3008, March.
    6. Shah, M., 2018. "Reforming India’s water governance to meet 21st century challenges: practical pathways to realizing the vision of the Mihir Shah Committee," IWMI Working Papers H049192, International Water Management Institute.
    7. 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.
    8. Uma Lele, 2022. "Growing water scarcities: Responses of India and China," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(1), pages 411-433, March.
    9. Rajat Agarwal & P. K. Garg, 2016. "Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 243-260, January.
    10. Abdulaziz Alqahtani & Tom Sale & Michael J. Ronayne & Courtney Hemenway, 2021. "Demonstration of Sustainable Development of Groundwater through Aquifer Storage and Recovery (ASR)," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 35(2), pages 429-445, January.
    11. Prathapar, S. & Dhar, S. & Rao, G. Tamma & Maheshwari, B., 2015. "Performance and impacts of managed aquifer recharge interventions for agricultural water security: A framework for evaluation," Agricultural Water Management, Elsevier, vol. 159(C), pages 165-175.
    12. Wu, Jie & Feng, Yu & Liang, Lili & He, Xinyue & Zeng, Zhenzhong, 2022. "Assessing evapotranspiration observed from ECOSTRESS using flux measurements in agroecosystems," Agricultural Water Management, Elsevier, vol. 269(C).
    13. Pennan Chinnasamy & Govindasamy Agoramoorthy, 2015. "Groundwater Storage and Depletion Trends in Tamil Nadu State, India," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(7), pages 2139-2152, May.
    14. Qifeng Huang & Longhuan Wang & Binghao Jia & Xin Lai & Qing Peng, 2023. "Impact of Climate Change on the Spatio-Temporal Variation in Groundwater Storage in the Guangdong–Hong Kong–Macao Greater Bay Area," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    15. Rajat Agarwal & P. Garg, 2016. "Remote Sensing and GIS Based Groundwater Potential & Recharge Zones Mapping Using Multi-Criteria Decision Making Technique," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 30(1), pages 243-260, January.
    16. J. Ben-Asher & A. Garcia y Garcia & I. Flitcroft & G. Hoogenboom, 2013. "Effect of atmospheric water vapor on photosynthesis, transpiration and canopy conductance: A case study in corn," Plant, Soil and Environment, Czech Academy of Agricultural Sciences, vol. 59(12), pages 549-555.
    17. Qianhan Wu & Linghong Ke & Jida Wang & Tamlin M. Pavelsky & George H. Allen & Yongwei Sheng & Xuejun Duan & Yunqiang Zhu & Jin Wu & Lei Wang & Kai Liu & Tan Chen & Wensong Zhang & Chenyu Fan & Bin Yon, 2023. "Satellites reveal hotspots of global river extent change," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    18. Alam, Mohammad Faiz & Pavelic, Paul, 2020. "Underground Transfer of Floods for Irrigation (UTFI): exploring potential at the global scale," IWMI Research Reports H050008, International Water Management Institute.
    19. Awada, Hassan & Di Prima, Simone & Sirca, Costantino & Giadrossich, Filippo & Marras, Serena & Spano, Donatella & Pirastru, Mario, 2022. "A remote sensing and modeling integrated approach for constructing continuous time series of daily actual evapotranspiration," Agricultural Water Management, Elsevier, vol. 260(C).
    20. Lucash, Melissa S. & Marshall, Adrienne M. & Weiss, Shelby A. & McNabb, John W. & Nicolsky, Dmitry J. & Flerchinger, Gerald N. & Link, Timothy E. & Vogel, Jason G. & Scheller, Robert M. & Abramoff, Ro, 2023. "Burning trees in frozen soil: Simulating fire, vegetation, soil, and hydrology in the boreal forests of Alaska," Ecological Modelling, Elsevier, vol. 481(C).

    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:32:y:2018:i:13:d:10.1007_s11269-018-2070-x. 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.