DOE OSTI · 1461392
The best way to avoid lightning, flash floods, and other dangerous weather events during the monsoon season is by staying alert of the weather conditions and avoiding the threat before it occurs.
Explore connections, maps & timelines
Bruggeman, David Alan. 2018-07-23. Monsoon Safety. https://doi.org/10.2172/1461392
Cite the original work for its findings. Save a collection to share your selection of sources.
KEEP EXPLORING
AI-ready Band-M (monthly) labelled training pack for the Water4Energy Genesis Task-1 project on weeks-to-years prediction of Tennessee Valley temperature and precipitation. The deposit includes leakage-aware issue-time samples (samples_M_v0.nc; N=486), train-only scalers, issue-time split table, supporting monthly panels, and Python generation scripts to recreate the pack from the companion Tier-1 raw observation collection (https://doi.org/10.13139/ORNLNCCS/3398576). Each sample pairs a 12-month lookback of teleconnection indices and SST box anomalies with TVA-mean ERA5 anomaly targets (t2m, tp, msl) at leads 1–3 months.
The c1 level data product for the Mutli-Angle Snowflake Camera contains snowflake fall speeds and particle size, among other analysis for images associated with each hydrometeor.
The c1 level data product for the Mutli-Angle Snowflake Camera contains snowflake fall speeds and particle size, among other analysis for images associated with each hydrometeor.