Internal functions to create a regularized flow dataset using either a smoothing spline or rainfall record using Random Forests.

Creates a regularised flow dataset using a smoothing spline or rainfall record using Random Forests. Predictions produced from the smoothing spline approach are checked to ensure predictions do not go outside the range of the raw data. If this occurs for any year a warning is issued for the user to check.

features(series, dateTime)

regularizeFlowSS(Q, Qreg)

regularizeFlowR(rainfall, dateTimeRainfall, flow, dateTimeFlow)

FitSmQ(Q, Qreg, method = "monoH.FC")

Arguments

series: series
dateTime: dateTime
Q: Q
Qreg: Qreg
rainfall: rainfall
dateTimeRainfall: dateTimeRainfall
flow: flow
dateTimeFlow: dateTimeFlow
method: spline method for interpolation