Publications related to the GRACE Missions (no abstracts)

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On the Choice of Basis Functions for Modeling Earth's Elastic Deformation Due To Surface Loading

Yang, Fan, Shen, Yingchun, Zhang, Weihang, and Forootan, Ehsan, 2025. On the Choice of Basis Functions for Modeling Earth's Elastic Deformation Due To Surface Loading. Journal of Geophysical Research (Solid Earth), 130(10):e2025JB031662, doi:10.1029/2025JB031662.

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BibTeX

@ARTICLE{2025JGRB..13031662Y,
       author = {{Yang}, Fan and {Shen}, Yingchun and {Zhang}, Weihang and {Forootan}, Ehsan},
        title = "{On the Choice of Basis Functions for Modeling Earth's Elastic Deformation Due To Surface Loading}",
      journal = {Journal of Geophysical Research (Solid Earth)},
     keywords = {GNSS, basis function, TWS, GRACE, Earth deformation},
         year = 2025,
        month = oct,
       volume = {130},
       number = {10},
          eid = {e2025JB031662},
        pages = {e2025JB031662},
     abstract = "{Accurately modeling Earth's elastic deformation due to surface loads is
        essential for geodetic and geophysical studies, including
        investigations of climate change, hydrology, and tectonics.
        Various basis functions, such as spherical harmonics, Green's
        functions, disk functions, and Slepian functions, are commonly
        used to describe the relationship between surface loads and
        deformation. However, the strengths and limitations of these
        basis functions have not been systematically compared, leading
        to potential uncertainties in the modeling results. This study
        evaluates six basis functions, including the above four and two
        newly developed approaches of infinite Green's functions and
        clustered disk-load Green's functions. We analyze their
        performance in forward modeling of Earth's vertical displacement
        and assess two primary sources of uncertainty: (a) native errors
        inherent to each basis function and (b) artificial errors
        introduced by improper configuration, for example, over-
        smoothing and aliasing. Our results demonstrate that these
        errors can be as significant as the uncertainties associated
        with Earth structure assumptions. Furthermore, we emphasize the
        importance of how surface load data is treated, whether as
        discrete point values, as uniform block values, or as block mean
        values, and how this choice impacts the selection of the basis
        function and the accuracy of the model. Based on our findings,
        we provide practical recommendations for selecting the most
        suitable basis function for different applications. Although our
        study focuses on vertical displacement, the insights gained are
        also relevant to modeling geoid changes, gravity variations, and
        strain fields. These findings contribute to improving the
        reliability of geodetic methods for studying Earth's dynamic
        processes.}",
          doi = {10.1029/2025JB031662},
       adsurl = {https://ui.adsabs.harvard.edu/abs/2025JGRB..13031662Y},
      adsnote = {Provided by the SAO/NASA Astrophysics Data System}
}

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