This repo contains the scripts that are used to merge the precipitation data with incident data and weather data. The input folder contains all different datasets that are collected from different sources.
Precipitation data is collected from 3 different sources.
- Bangladesh Meteorological Department (inputs/BMD_data)
- UNDP rain gauges data (inputs/precipitation_data/[YEAR])
- Satellite base precipitation data (inputs/cfrs_chirps_precipitation_datasets)
Two weather datasets are collected from UNDP.
- MSF 8W (inputs/weather_dataset/2009_MSF8W_June_to_September)
- SMEP Hub (inputs/weather_dataset/2009_SMEPHub_June_to_September)
Incident data are collected from IOM
- Incident report (inputs/incident_report/SMSD Incident database 2020 Jan - Nov)
Note: No inputs are uploaded in here to ensure the data confidentiality. Contact with REACH Initiative, Bangladesh team if interested.
The outputs folder contains the output that results from the script.
The script folder contains all the scripts that are used to merge the dataset. However you should run the "merging_rain_weather_and_incident_december_2020.R" only. All the other scripts are sourced to this script.