Parsing BMKG’s daily climate data

To replicate below code, please download daily climate data from BMKG Data Online <https://dataonline

To replicate below code, please download daily climate data from BMKG Data Online https://dataonline.bmkg.go.id/home, just a heads up, if you haven’t already registered on the portal, you might want to do so. It’s a necessary step before you can download any data.

Then go to Climate Data > Daily Data, choose the Station Type, Parameter, Province, Regency, Station Name and the Date Period and click Process button. You will get the data in *.xlsx format.

You can get one of the data example from this link: https://docs.google.com/spreadsheets/d/1xbBWeHhiMNs8IehHbsrMV9yeZlcu8GqR/edit?usp=sharing&ouid=104182606454912191559&rtpof=true&sd=true

In above example, I tried to get daily precipitation data for all station from 1 Jun 2000 - 31 Dec 2021. I would like to use it to correct the value and distribution daily IMERG data using bias correction method that currently I have develop.

Unfortunately, too many missing value.

I should find alternative daily timeseries precipitation data, probably gridded data will suit my objectives.