Joint Probability Model

• Category: Single Model Post-processing Method
• Development language: R
• Operating platform / Operating system: windows
• Compilation tools and environment: R
• Version: version 1.0
• GitHub download path: https://github.com/Three-Poles/Reprocessing

Method description:

Firstly apply log-sinh transformation, then fit joint probability model to the forecast and observations. Given new forecasts, the conditional distribution of observations can be obtained in forms of ensemble forecasts.The method can be applied to remove the bias and dispersion errors in raw weather forecasts.

Installation: N/A;

Execution: after compiling;

Input: precipitation;

QR code:

• 安装方式：无

  运行方式：编译后运行

  输入变量：日降水量

  二维码：