rainfall-package: Functions for training and prediction of an MSG based...

In environmentalinformatics-marburg/Rainfall: Functions for training, predictiion and validation of an MSG based optical rainfall retrieval

Description

Rainfall

Details

Main functions include

• Handling of MSG images

  • getChannels

  • getSunzenith

  • getDate

  • getDaytime

• Calculation of predictor variables from MSG images

  • Derivations of spectral data spectralDerivate

  • Texture variables textureVariables and glcmPerPatch

  • Shape of cloud variables geometryVariables

  • Zonal statistics based on cloud entities ppStat

• Feature selection

• Model training

• Model prediction

• Model validation

• Visualisations

Author(s)

Hanna Meyer
Maintainer: Environmental Informatics [e-mail]

environmentalinformatics-marburg/Rainfall documentation built on May 16, 2019, 7:49 a.m.