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pyronear / pyro-risks

Data science for wildfire risk forecasting and monitoring
https://pyronear.github.io/pyro-risks
Apache License 2.0
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[datasets] Add seasonal forecast daily dataset #44

Closed jsakv closed 7 months ago

jsakv commented 3 years ago

Motivation

As discussed in the issue #31 , the ERA5T features are only available on day D+5. To account for production constraints we could explore other datasets.

🚀 Feature

Add Seasonal forecast daily data on single levels datasets, to the pyro_risks package

Design Proposal

The implementation should follow the implementation of the datasets/ERA5.py module, we should first explore the datasets and compare it to the ERA5T dataset, then implement the related class.

Let me know what you think!

GHCamille commented 3 years ago

Regarding this dataset, I actually tried but cannot get data fresher than 1 month old, did you succeed ?

jsakv commented 3 years ago

Nope, I didn't check this dataset myself! I was so hopeful 😢

GHCamille commented 3 years ago

Just found some data sources we can check for this PR !

=> https://climate.copernicus.eu/discover-last-years-climate-newly-released-european-state-climate-2020

In the last figure they compared their ERA-5 temperature levels with other datasources that we haven't checked:

Let's investigate.