GWSA-PCDLSTM v1.0: Reconstructed global groundwater storage anomaly at 0.5°, April 2002 – December 2022
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Monthly groundwater storage anomaly (GWSA) on a global 0.5° grid for April 2002 to December 2022, reconstructed from GRACE/GRACE-FO JPL RL06.3Mv04 mascons with a physics-constrained decomposition LSTM (trend, seasonal and residual pathways; supply-bounded trends; basin mass conservation) and calibrated per cell. The record includes Theil–Sen trends with block-bootstrap confidence intervals, a decomposed trend-uncertainty budget (observation, model, specific yield), a two-tier reliability flag, reliability masks, the trained model weights, and the derived gross and net depletion, sea-level-equivalent and polar-motion products. See README.txt for file contents, variables and units.
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Zenodo创建时间:
2026-11-04



