Reconstruction of Daily Data - Precipitation
Enhanced quality control plots for daily precipitation
Precision and rounding patterns of daily precipitation
Small gaps level of daily precipitation
Truncation level of daily precipitation
Automatic enhanced quality control for daily precipitation time series
Weekly cycle level of daily precipitation
Estimating new values in original missing values data series of daily ...
Gridded dataset creation
Homogenization of daily precipitation time series
Function of the generalized linear model (glm)
Function of the neural network model (nn)
Function of the random forest model (rf)
Function of the support vector machine model (svm)
Function of the eXtreme Gradient Boosting model (xgboost)
Quality Control of daily precipitation observations
Applies quality control to daily precipitation observations; reconstructs the original series by estimating precipitation in missing values; and creates gridded datasets of daily precipitation.