Creates a regularised flow dataset using a smoothing spline or rainfall record using Random Forests. Predictions produced from the smoothing splint approach are capped to the median within year to ensure predictions do not go outside the range of the raw data.
1 2 3 | regularizeFlowSS(Q, Qreg)
regularizeFlowR(rainfall, dateTimeRainfall, flow, dateTimeFlow)
|
Q |
Q |
Qreg |
Qreg |
rainfall |
rainfall |
dateTimeRainfall |
dateTimeRainfall |
flow |
flow |
dateTimeFlow |
dateTimeFlow |
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