Jack Kelly

v15 currently looks like this:  I'd propose making these changes: - [ ] #530 ```python # Drop redundant coordinates (these are redundant because they # just repeat the contents...

- [x] #628 - [ ] Remove `*_index` coords from satellite datasets? - Xarray `coordinates` are, if I've understood correctly, meant to hold "labels" for each dimension. - So, I...

Assign coordinates in `HRVSatellite` (and probably `Satellite` and `OpticalFlow` and maybe others)

1

Here's what an on-disk HRVSatellite batch looks like now (from v15):  We should assign coordinates like this: ```python def _set_sat_coords(dataset: xr.Dataset) -> xr.Dataset: return dataset.set_coords( ["time", "channels", "y_geostationary_index", "x_geostationary_index",...

Standardise coordinate names in the NetCDF files

1

For example, maybe we should standardise on: * x_osgb * y_osgb * time_utc In v15 of the dataset, PV uses `x_coords`, `y_coords`, and `time`. And HRV satellite uses `x_osgb`, `y_osgb`,...

Rename "power_mw" and "capacity_mwp" to "power_w" and "capacity_wp" in `pv` batches

5

**Describe the bug** The PV data is in Watts, I think, not MW! :slightly_smiling_face:

Extend forecast to 48 hours ahead

4

## Detailed Description Include `pv`, `gsp` and `nwp` for up to 48 hours ahead. ## Context Lots of users have asked for a coherent forecast that extends at least 48...

In `power_perceiver`, I'm planning to encode the surface height (and maybe land/sea mask) as part of the position encoding. At the moment, it's actually quite tricky to align the topo...

Ingest NWPs which provide humidity & temperature at multiple vertical levels. Check if that's available from Met Office API. Use these to predict clouds (in satellite images) and / or...

Implement `PVPhysicsPredictionDataSource`

2

## Detailed Description For all timesteps, and for all PV systems in the region of interest, include: - Two sets of predicted PV power using `pvlib`'s physical PV prediction. Use...

## Detailed Description Needed for when we create PV datasets outside the UK. ## Possible Implementation Some options: * NOAA's Global Forecasting System ([GFS](https://www.ncei.noaa.gov/products/weather-climate-models/global-forecast), [available back to 2015 on Google...