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Analysing the contribution of snow water equivalent to the terrestrial water storage over Canada

Bahrami, Ala, Go\"ıta, Kalifa, and Magagi, Ramata, 2020. Analysing the contribution of snow water equivalent to the terrestrial water storage over Canada. Hydrological Processes, 34(2):175–188, doi:10.1002/hyp.13625.

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@ARTICLE{2020HyPr...34..175B,
       author = {{Bahrami}, Ala and {Go{\"\i}ta}, Kalifa and {Magagi}, Ramata},
        title = "{Analysing the contribution of snow water equivalent to the terrestrial water storage over Canada}",
      journal = {Hydrological Processes},
         year = 2020,
        month = jan,
       volume = {34},
       number = {2},
        pages = {175-188},
     abstract = "{In this study, the spatial and temporal variabilities of terrestrial
        water storage anomaly (TWSA) and snow water equivalent anomaly
        (SWEA) information obtained from the Gravity Recovery and
        Climate Experiment (GRACE) twin satellites data were analysed in
        conjunction with multisource snow products over several basins
        in the Canadian landmass. Snow water equivalent (SWE) data were
        extracted from three different sources: Global Snow Monitoring
        for Climate Research version 2 (GlobSnow2), Advanced Microwave
        Scanning Radiometer-Earth Observing System (AMSR-E), and
        Canadian Meteorological Centre (CMC). The objective of the study
        was to understand whether SWE variations have a significant
        contribution to terrestrial water storage anomalies in the
        Canadian landmass. The period was considered from December 2002
        to March 2011. Significant relationships were observed between
        TWSA and SWEA for most of the 15 basins considered (53\% to 80\%
        of the basins, depending on the SWE products considered). The
        best results were obtained with the CMC SWE products compared
        with satellite-based SWE data. Stronger relationships were found
        in snow-dominated basins (Rs > = 0.7), such as the Liard [root
        mean square error (RMSE) = 21.4 mm] and Peace Basins (RMSE =
        26.76 mm). However, despite high snow accumulation in the north
        of Quebec, GRACE showed weak or insignificant correlations with
        SWEA, regardless of the data sources. The same behaviour was
        observed in the Western Hudson Bay basin. In both regions, it
        was found that the contribution of non-SWE compartments
        including wetland, surface water, as well as soil water storages
        has a significant impact on the variations of total storage.
        These components were estimated using the Water-Global
        Assessment and Prognosis Global Hydrology Model (WGHM)
        simulations and then subtracted from GRACE observations. The
        GRACE-derived SWEA correlation results showed improved
        relationships with three SWEA products. The improvement is
        particularly important in the sub-basins of the Hudson Bay,
        where very weak and insignificant results were previously found
        with GRACE TWSA data. GRACE-derived SWEA showed a significant
        relationship with CMC data in 93\% of the basins (13\% more than
        GRACE TWSA). Overall, the results indicated the important role
        of SWE on terrestrial water storage variations.}",
          doi = {10.1002/hyp.13625},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2020HyPr...34..175B},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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