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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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Handling sites without flood thresholds #175

Closed slevin75 closed 1 year ago

slevin75 commented 1 year ago

Discussed in https://github.com/USGS-R/regional-hydrologic-forcings-ml/discussions/43

Originally posted by **jds485** January 26, 2022 There are 28 GAGES sites without flood thresholds (NaN value). So that I can run the code, I'll assign a quantile threshold for these sites based on the daily flow values. But I'm interested in your thoughts on why these wouldn't have values. Maybe not enough peak flow data? > if(is.na(floodThreshold)){ > floodThreshold <- quantile(x = df_dv$discharge, probs = 0.66) > }