activity
20192024
most citedSpatiotemporal wildfire modeling through point processes with moderate and extreme marks

4 citations · 9 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.AP2021

Gradient boosting with extreme-value theory for wildfire prediction

Jonathan Koh

This paper details the approach of the team in the 2021 Extreme Value Analysis data challenge, dealing with the prediction of wildfire counts and sizes over…

stat.ME2021★ 4 cited

Spatiotemporal wildfire modeling through point processes with moderate and extreme marks

Jonathan Koh, François Pimont, Jean-Luc Dupuy +1

Accurate spatiotemporal modeling of conditions leading to moderate and large wildfires provides better understanding of mechanisms driving fire-prone ecosystems and improves risk m…