Archived forecast products: Complex-Wavelet Earthformer Forecasting of Tropical Pacific Sea Surface Temperature
收藏资源简介:
Large binary artifacts underlying the paper "Complex-Wavelet Earthformer Forecasting of Tropical Pacific Sea Surface Temperature: Development-Period Skill and the Behavior of a Residual-Diffusion Ensemble" (submitted to Artificial Intelligence for the Earth Systems, 2026). Contents: deterministic model validation forecasts and scorecards; the canonical seed-42 raw 32-member residual-diffusion ensemble (47 validation windows, 14 leads, 2021-2025 target months); ten seed-replication ensembles; the spread-only EMOS/ECC-Q calibrator and coherently lifted member fields; trained checkpoints (deterministic transfer, ensemble transfer, CMIP6 forecast-pretraining backbone, CMIP6 sequence-diffusion head, and the ICAR-ENSO Earthformer base weights) with the frozen coefficient normalizer; and a SHA-256 manifest. All products are on a 24x48 tropical Pacific grid (30S-30N, 120E-280E), monthly cadence, in the relative-SST-anomaly frame defined in the paper. The training and evaluation pipeline, configuration files, reference scorecards, and reproduction instructions are in the companion GitHub repository linked under Related works. Attribution and licensing: ERA5 contains modified Copernicus Climate Change Service information (neither the European Commission nor ECMWF is responsible for any use); CMIP6 output is courtesy of the WCRP CMIP6 modeling groups via Pangeo/ESGF. Data products and documentation are released under CC-BY-4.0. Checkpoint weights are MIT, except earthformer-icarenso2021-base.pt, which is redistributed under its original Apache-2.0 license with attribution to Gao et al. (2022).



