D-SHIFT uses generative adversarial networks to transfer high spatial resolution from monthly GRACE mascon TWSA products to daily fields, reporting 2.3 cm global RMSE and improved basin trends.
High-resolution csr grace rl05 mascons
2 Pith papers cite this work. Polarity classification is still indexing.
fields
physics.geo-ph 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The paper reports systematic pre-rupture increases in Shannon and Tsallis entropy paired with decreasing EWH, abrupt co-seismic shifts, and persistent post-seismic anomalies interpreted as fault system criticality and non-equilibrium states.
citing papers explorer
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D-SHIFT: Transferring High Spatial Information from GRACE Monthly TWSA Mascon to Daily Products Using Generative Adversarial Networks
D-SHIFT uses generative adversarial networks to transfer high spatial resolution from monthly GRACE mascon TWSA products to daily fields, reporting 2.3 cm global RMSE and improved basin trends.
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Joint Analysis of Shannon and Tsallis Entropy and GRACE-FO driven Equivalent Water Height Anomalies for Pre- and Post-Rupture Monitoring: An Example of the 2023 Mw = 7.8 Kahramanmara\c{s} Earthquake, T\"urkiye
The paper reports systematic pre-rupture increases in Shannon and Tsallis entropy paired with decreasing EWH, abrupt co-seismic shifts, and persistent post-seismic anomalies interpreted as fault system criticality and non-equilibrium states.