| BD_Coord |
Precipitation Station Coordinates Dataset |
| BD_Obs |
Observed Data from Ground Stations |
| create_data |
Create a Unified Observation Dataset in the BD_Obs Format from Multiple CSV Files This function constructs a unified dataset ('BD_Obs' structure) by merging multiple CSV files, each containing in-situ observations from different stations. The function standardizes the format required by downstream interpolation or bias correction algorithms by aligning all station data into a single 'data.table', with dates as rows and station identifiers as columns. |
| Cressman |
Cressman Objective Analysis Method |
| IDW |
Inverse distance weighted interpolation (IDW) |
| Kriging_Ordinary |
Ordinary Kriging interpolation |
| RFmerge |
Merging of satellite datasets with ground observations using Random Forest |
| RFplus |
Machine learning algorithm for fusing ground and satellite precipitation data. |
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