Data Sources
Data sets and sources used for AI2ES research
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Remote Sensing Data
sub-SEVIR
University of Oklahoma
Time period covered: 2017 – 2019
Resolution: 8 km, 5 minute
A subset of the Storm EVent ImagRy (SEVIR) dataset primed for machine learning meteorology tutorials.
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In Situ Data
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Model Output
CNAPS: Coupled North Atlantic Prediction System
North Carolina State University
Time period covered: 2012 – present
Resolution: 7 km, 3 day
The Coupled Northwest Atlantic Prediction System (CNAPS) is a three-dimensional marine environment nowcast and forecast model.
HRRR ML Storm Mode Analyses
NCAR
Time period covered: 2022 to present
Resolution: 3 km, hourly
Storms extracted from the High Resolution Rapid Refresh (HRRR) and associated modes predicted by machine learning.
Synthetic Data
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Other Data Types
Pangeo ML Datasets
Weather and climate datasets for AI research
A collection of weather and climate datasets for AI research curated by Stephan Rasp. A GitHub repository.
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