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MLops-NovaIms / SaveTheWorld-

Predict climate changes
GNU General Public License v2.0
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Find state of the art #4

Closed JJ closed 2 years ago

JJ commented 2 years ago

Use some reference management that can export to BibTex like Mendeley

MASOTs commented 2 years ago

https://mdpi-res.com/d_attachment/atmosphere/atmosphere-13-00491/article_deploy/atmosphere-13-00491.pdf?version=1647586476 this is a paper that compares land surface temperature and air temperature

JJ commented 2 years ago

Thanks @MASOTs for the link, please extract a .bib file for that paper and follow #7

danielm09 commented 2 years ago

Hey. So, regarding the fire risk analysis, I found that the European Forest Fire Information System (EFFIS) risk assessment is based on a Canadian model (figure below). As we can see, the main variables involved in fire risk assessment are temperature, humidity, rain and wind. I would say we can get rid of the wind, because it seems more complex to handle, and stick with the rest. fwi_structure

danielm09 commented 2 years ago

This paper seems to discuss the relationship between wildfire and temperature/humidity.

https://www.nature.com/articles/s41558-021-01224-1

JJ commented 2 years ago

Can you please add it to the bibliography? And/or, cough the state of the art?

danielm09 commented 2 years ago

Temperature vs wildfire

Link

danielm09 commented 2 years ago

Forecast of surface air temperature

Link

danielm09 commented 2 years ago

Precipitation prediction - link

Prediction of extreme events of precipitation and temperature - link

danielm09 commented 2 years ago

Rainfall forecast with LSTM - Link

MarouAna commented 2 years ago

https://www.sciencedirect.com/science/article/pii/S0142112322002651