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A Machine Learning extension processor coupling the NWM to water resources management tools in the western US.

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NWM_ML

NWM-ML

A Machine Learning extension processor coupling the NWM to water resources management tools in the western US.

This workflow creates a simple machine learning model to advance the NOAA National Water Model streamflow predictions using StreamStats catchment information and Google Earth Engine (GEE) accesssed National Land Data Assimilation System (NLDAS) temperature and precipitation data.

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A Machine Learning extension processor coupling the NWM to water resources management tools in the western US.

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  • Jupyter Notebook 97.0%
  • Python 3.0%