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Water4Energy Tier-1 Raw Observations for TVA Seasonal Prediction, Version 1

    Dali Wang | Oak Ridge National Laboratory
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Description

Tier-1 (Step-1) raw observation staging collection for the Water4Energy Genesis Task-1 project on weeks-to-years prediction of Tennessee Valley temperature and precipitation. This data-only deposit includes CPC/PSL teleconnection indices, NOAA OISST monthly and ERSST sea-surface temperature, ERA5-derived daily 1° fields (t2m, tp, msl for 1980–2024), CFSv2 NMME ensemble-mean seasonal baselines, and a TVA boundary mask. The product supports seasonal teleconnection diagnostics and construction of AI ready-to-train packs published separately. Multi-terabyte hourly archives are excluded from this version.

Funding Information

DOE Contract Number

AC05-00OR22725

Originating Research Organization

Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)

Sponsoring Organization

Office of Science (SC), Biological and Environmental Research (BER)

Related Works

Details

DOI

https://doi.org/10.13139/ORNLNCCS/3398576

Release Date

August 28, 2026

Subject

ENVIRONMENTAL SCIENCES

Keywords

ERA5, TVA, Water4Energy, ENSO, OISST, Genesis Mission

Dataset

Dataset Type

ND Numeric Data

Cite This Dataset:

Wang, D. (2026). Water4Energy Tier-1 Raw Observations for TVA Seasonal Prediction, Version 1. Oak Ridge National Laboratory. https://doi.org/10.13139/ORNLNCCS/3398576.

Acknowledgements

This work was carried out [in part] at Oak Ridge National Laboratory, managed by UT-Battelle, LLC for the U.S. Department of Energy under contract DE-AC05-00OR22725.