Data everywhere, zero integration
To understand how much an area is at risk of burning, at least four things are needed: a structural assessment of the territory (fuel, slopes, climate, human pressure), a recent history of active fires from satellite, an archive of past catastrophic events, and a projection of how the risk will change in the coming decades.
These data exist and are largely open. EFFIS publishes a structural risk index. NASA, through the VIIRS sensor and the FIRMS system, releases near-real-time thermal hotspots for the entire planet. GDACS has been cataloguing disastrous events since 2000 with green, orange, or red alerts. The CMIP6 Fire Weather Index projections indicate how the Canadian risk index will behave under different socio-economic scenarios up to 2100.
The problem is not the lack of data: it is that they reside on different portals, in different formats. Bringing these four levels together manually means days of technical work each time.