You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Is your feature request related to a problem? Please describe.
ERA5 data includes a timeseries for high vegetation LAI and low vegetation LAI. We had been summing these, but they should be weighted by a coverage fraction. This can be downloaded from ERA5:https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
Please link to any related issues/PRs.
Describe the solution you'd like
Download these fields.
These are independent of time, but when you download them, theyll have a time index. Remove this.
Add to the era5 clima artifact 2008 and 40 years OR make a new artifact
add to Climaland:
function prescribed_lai_era5(
era5_lai_ncdata_path,
era5_lai_cover_ncdata_path,
surface_space,
start_date;
time_interpolation_method = LinearInterpolation(PeriodicCalendar()),
regridder_type = :InterpolationsRegridder,
)
hv_cover = SpaceVaryingInput(era5_lai_cover_ncdata_path, surface_space, varname_hv)
lv_cover = SpaceVaryingInput(era5_lai_cover_ncdata_path, surface_space, varname_lv)
compose_function(lai_hv, lai_lv; hv_cover = hv_cover, lv_cover = lv_cover)
return lai_hv* hv_cover + lai_lv * lv_cover # I dont think we need to normalize
end
return TimeVaryingInput(
era5_lai_ncdata_path,
["lai_hv", "lai_lv"],
surface_space;
start_date,
regridder_type,
method = time_interpolation_method,
compose_function = compose_function,
)
end
Compare timeseries of global mean LAI in 2008 from MODIS and ERA5 with this fix. they should be similar.
Describe alternatives you've considered
We also downloaded MODIS for 2008, but this is only one year. On the other hand, we already have 40 years of ERA5 data.
Additional context
Add any other context or screenshots about the feature request here.
The text was updated successfully, but these errors were encountered:
Is your feature request related to a problem? Please describe.
ERA5 data includes a timeseries for high vegetation LAI and low vegetation LAI. We had been summing these, but they should be weighted by a coverage fraction. This can be downloaded from ERA5:https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview
Please link to any related issues/PRs.
Describe the solution you'd like
Describe alternatives you've considered
We also downloaded MODIS for 2008, but this is only one year. On the other hand, we already have 40 years of ERA5 data.
Additional context
Add any other context or screenshots about the feature request here.
The text was updated successfully, but these errors were encountered: