An open-source Python package for baseflow separation 🔥

⚡  Usage

Install

pip install baseflow

Example

importbaseflowimportpandasaspddf=pd.read_csv(baseflow.example,index_col=0)df_sta=pd.DataFrame(data=[[30,-28.4,659], [-109.4,33,1611]],index=df.columns,columns=['lon','lat','area'])dfs,df_kge=baseflow.separation(df,df_sta,return_kge=True)print(f'Best Method:\n{df_kge.idxmax(axis=1)}')

Project Structure

├── methods                 <- implements for 12 baseflow separation methods│├── recession_analysis      <- tools for estimating recession coefficiency│├── param_estimate          <- backward and calibration approaches to estimate other parameters│├── comparison              <- an evaluation criterion to comparison different methods│├── requirements.txt        <- File for installing baseflow dependencies│└── README.md

📌  Todo

Nolinear reservoir assumption

Applicable to other time scales

🚀  Publications

The following articles detail the baseflow separation methods and their evaluation criterion.