USGS-R / regional-hydrologic-forcings-ml

Repo for machine learning models for regional prediction of hydrologic forcing functions. Includes probabilistic seasonal high flow regions for CONUS, and prediction of high flow metrics for selected regions.
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Aggregate climatic features by season #165

Open jds485 opened 1 year ago

jds485 commented 1 year ago

After correlation screening, the remaining climatic attributes tend to represent 1 per season. That's good we're filtering out redundant months, but it suggests that we could do even better if our attributes were seasonal climate instead of monthly.