Background

For a comprehensive overview of the GaugePredict methodology, models, applications, and validation results, please refer to our research paper:

JOSS Draft Paper

Download: JOSS_Draft.pdf

This paper provides detailed information on:

• The CNN-LSTM hybrid architecture used for forecasting

• SHAP-based predictor selection methodology

• Validation and performance metrics across multiple sites

• Case studies in the Mississippi River Basin

• Applications for water resource management and gap-filling

For more information about the models and workflows, see the API Reference and Examples sections.