Add Visualization

[Antimony5292]

It would be great to model the visualization on this ocean currents site and visualise the global (or UK) PV changes over the next 48 hours for use as well as to see trends.

Detailed Description

This would include adding a geographic map and plotting a heat map after predicting the PV values at each point on the map grid, superimposed on the geographic map.

Context

Users may want to see PV trends over the next period, or guidance on choosing an address for their site.

Possible Implementation

This seems to be easily done using the matplotlib library.

[peterdudfield]

Sounds great @Antimony5292, can you do this?

[Antimony5292]

Sounds great @Antimony5292, can you do this?

Absolutely! I've developed a demo and plan to submit a proposal for the Google Summer of Code program based on this idea. I'm also open to considering alternative proposals for this project. If you have any ideas or suggestions, I'd love to hear them!

[zakwatts]

Hi @Antimony5292. Cool idea! perhaps you could use our ICON global dataset to do this: https://huggingface.co/datasets/openclimatefix/dwd-icon-global/tree/main.

It would be good to think about how this might differentiate from existing tools out there such as. https://www.windy.com/-Show---add-more-layers/overlays?solarpower,52.877,26.484,3