Table 6

Performance improvement . | Verification metrics . |
---|---|

Improved goodness-of-fit (regression line of the forecast better approximates the observations) | Index of Agreement (IoA) |

Coefficient of determination (R^{2}) | |

Nash–Sutcliffe (NS) | |

Improved accuracy (reduced error measures) | Mean Absolute Error (MAE) |

Root Mean Square Error (RMSE) | |

Percent Bias (PBIAS) | |

Continuous Ranked Probability Score (CRPS) | |

Brier Score (BS) | |

Improved reliability | False Alarm Ratio (FAR) |

Improved discrimination attribute | Probability of Detection (POD) |

Performance improvement . | Verification metrics . |
---|---|

Improved goodness-of-fit (regression line of the forecast better approximates the observations) | Index of Agreement (IoA) |

Coefficient of determination (R^{2}) | |

Nash–Sutcliffe (NS) | |

Improved accuracy (reduced error measures) | Mean Absolute Error (MAE) |

Root Mean Square Error (RMSE) | |

Percent Bias (PBIAS) | |

Continuous Ranked Probability Score (CRPS) | |

Brier Score (BS) | |

Improved reliability | False Alarm Ratio (FAR) |

Improved discrimination attribute | Probability of Detection (POD) |

Increase, decrease.

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