evalhyd-cli.ipynb

 
 evalhyd-cli demonstration
 ! evalhyd --help
 
 Deterministic evaluation
 Visualise streamflow observations
 # shape: {1, time: 4}
! cat "data/obs.csv"
 
 Visualise streamflow predictions
 # shape: {series: 1, time: 4}
! cat "data/prd.csv"
 
 Compute Nash-Sutcliffe efficiency
 # shape: {series: 1, subsets: 1, samples: 1}
! evalhyd evald "data/obs.csv" "data/prd.csv" "NSE"
 
 Probabilistic evaluation
 Visualise streamflow observations
 # shape: {sites: 1, time: 5}
! cat "data/obs/site_a.csv"
 
 Visualise streamflow predictions
 # shape: {sites: 1, lead times: 1, members: 3, time: 5}
! cat "data/prd/leadtime_1/site_a.csv"
 
 Visualise streamflow thresholds
 # shape: {sites: 1, thresholds: 2}
! cat "data/thr/site_a.csv"
 
 Compute Brier score
 # shape: {sites: 1, lead times: 1, subsets: 1, samples: 1, thresholds: 2}
! evalhyd evalp "data/obs" "data/prd" "BS" --q_thr "data/thr" --events "high"