Jacob Prince-Bieker
Jacob Prince-Bieker
Satellite data is now downloaded for all of 2016-2022.
Yeah, I think maintining the fake data as we update the real data, etc. has been a bit of an issue and caused some issues quite a few times, so...
Somewhat related is the rainfall radar: #80
Yeah, I think it'd be interesting! We could try using the cloud masks to subtract all non-cloudy pixels as well. The cloud masks for RSS only goes back till 2018,...
Another similar issue is https://github.com/openclimatefix/satflow/issues/100 as the Weather4cast data seems to be the optimum cloud product from EUMETSAT, as well as some of the other derived data products
Possibly a repo for all the download scripts, but I wouldn't really separate them all out into separate repos, as yeah, it gets a bit confusing keeping everything in sync....
> It we look ahead to the live system, we a service for data source, in that case I think it will be good to have separate repos. There will...
Yeah, I think a thin data loading wrapper would be useful. Even for when I preprocess the data to train on and save to disk, being able to change exactly...
Its probably not essential, and for a model that will primarily be focused on the UK for now anyway, it probably doesn't matter as much!