Table 2 Description of the 28 error metrics.

From: Characterizing uncertainty in Community Land Model version 5 hydrological applications in the United States

Variable

Error Metric

Unit

Relevance

Flow

Daily Kling Gupta Efficiency (KGE)

—

Multiobjective metric

Daily Mean Absolute Error (MAE)

m3/s

Overall daily flow

Daily Nash Sutcliffe Efficiency (NSE)

—

High daily flow

Daily Root Mean Square Error (RMSE)

m3/s

High daily flow

Daily Transformed Root Mean Square Error (TRMSE)

m3/s

Low daily flow

Daily Variance Bias

—

Daily flow variability

Monthly KGE

—

Multiobjective metric

Monthly MAE

m3/s

Overall monthly flow

Monthly NSE

—

High monthly flow

Monthly RMSE

m3/s

High monthly flow

Monthly TRMSE

m3/s

Low monthly flow

Monthly Variance Bias

—

Monthly flow variability

Annual Volume Bias

—

Total water balance

Flow Regime Quantile 0–10% (Q0–10) Volume Bias

—

Low flow water balance

Q10–25 Volume Bias

—

Low flow water balance

Q25–50 Volume Bias

—

Moderate flow water balance

Q50–75 Volume Bias

—

Moderate flow water balance

Q75–90 Volume Bias

—

High flow water balance

Q90–100 Volume Bias

—

High flow water balance

Winter (DJF) Volume Bias

—

Seasonal water balance

Spring (MAM) Volume Bias

—

Seasonal water balance

Summer (JJA) Volume Bias

—

Seasonal water balance

Fall (SON) Volume Bias

—

Seasonal water balance

ET

Annual Bias

—

Total water balance

Winter (DJF) Bias

—

Seasonal water balance

Spring (MAM) Bias

—

Seasonal water balance

Summer (JJA) Bias

—

Seasonal water balance

Fall (SON) Bias

—

Seasonal water balance