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Groundwater Storage Changes Using GRACE and ESA CCI Soil Moisture Products in Southern Victoria, Australia

Park, Taejun, Seo, Ki Weon, Ryu, Dongryeol, Kim, Jae Seung, Lee, Daeha, Chen, Jianli, and Wilson, Clark R., 2025. Groundwater Storage Changes Using GRACE and ESA CCI Soil Moisture Products in Southern Victoria, Australia. Water Resources Research, 61(10):e2024WR039346, doi:10.1029/2024WR039346.

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BibTeX

@ARTICLE{2025WRR....6139346P,
       author = {{Park}, Taejun and {Seo}, Ki Weon and {Ryu}, Dongryeol and {Kim}, Jae Seung and {Lee}, Daeha and {Chen}, Jianli and {Wilson}, Clark R.},
        title = "{Groundwater Storage Changes Using GRACE and ESA CCI Soil Moisture Products in Southern Victoria, Australia}",
      journal = {Water Resources Research},
     keywords = {groundwater, remote sensing, soil moisture, GRACE, ESA CCI},
         year = 2025,
        month = oct,
       volume = {61},
       number = {10},
          eid = {e2024WR039346},
        pages = {e2024WR039346},
     abstract = "{Groundwater depletion, driven by climate change and increasing
        extraction for irrigation, has increased the need for accurate
        monitoring. Traditional methods, such as in situ water table
        observations and pumping tests, are valuable for assessing
        groundwater availability and aquifer characteristics but are
        limited in capturing basin scale variations. The Gravity
        Recovery and Climate Experiment (GRACE) enables estimation of
        basin scale groundwater changes, though its observations also
        include surface water and soil moisture (SM) in the vadose zone.
        Therefore, additional data on non groundwater components are
        needed to isolate groundwater variations. In this study, we use
        the profile SM content for the top 0─120 cm of soil as an
        estimate of vadose zone SM, derived using an exponential
        filtering technique applied to European Space Agency's Climate
        Change Initiative for Soil Moisture (ESA CCI SM) and in situ
        data. This approach addresses limitations of conventional
        models, such as their inability to represent non natural or
        lateral water redistribution. Groundwater storage (GWS) changes
        in southern Victoria, Australia were estimated by subtracting
        the filtered SM from GRACE data and validated against in situ
        groundwater level observations for both unconfined and confined
        aquifers. The ESA CCI SM based estimates showed clear
        improvements in capturing seasonal and interannual variability
        of in situ GWS compared to conventional model based estimates.
        The proposed approach is potentially applicable to GWS
        estimation at continental scales.}",
          doi = {10.1029/2024WR039346},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2025WRR....6139346P},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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