Jacob Prince-Bieker

Found a website that has weather station data for the whole world, and easily downloadable, including UK, and other countries https://github.com/akrherz/iem/blob/main/scripts/asos/iem_scraper_example.py from https://mesonet.agron.iastate.edu/request/download.phtml?network=GB__ASOS

Yeah it is! Thanks for adding the implementation!

One method could be to use https://github.com/tom-andersson/deepsensor for creating grids from the observations to take as inputs.

Its been awhile since I did the training, but if I remember correctly, yes, somewhat? It should still bounce around, but the loss stays relatively high.

No, but it shouldn't drop to 0 or near 0, otherwise the discriminator is, essentially, too good at discriminating and the generator won't be getting better. Unfortunately, it seems the...

Ideally, I think both the generator loss and discriminator loss will go up and down in training, the combined loss should go down a bit overall, but it won't go...

Thanks @mfrasco! I can also help with a lot of the SatFlow stuff, if any of it is confusing!

> TBH, this is starting to sound complicated! I really would lean towards storing the topo data as a third coord of the satellite and NWP data. That also feels...

Yeah, I think easy first and then building up as we need it. I'd second your plan.

I kind of like Hypbrid 2 as the option, so that we try to trust the labelled values, but if the data is wrong, we are correcting for it.