A review of UAV fire detection systems: USA, Canada, EU, Australia. FAA and EASA regulation. Why WildFiresUA does not rely on drones.
A review of UAV fire detection systems: USA, Canada, EU, Australia. FAA and EASA regulation. Why WildFiresUA does not rely on drones.
Deep learning for fire detection in 2024-2026: CNN, U-Net, Transformer, YOLO. Metrics, limits, and the WildFiresUA hybrid strategy.
Review of fire detection camera networks: AlertWildfire, ALERTCalifornia, Mediterranean CCTV. What works, what does not, and why WildFiresUA bets on satellites.
Global wildfire tech raised $350-400M between 2024 and 2026. Not one dollar went into atmospheric smoke dispersion. We explain why the category has been empty, why it is about to stop being empty in 2024-2028, and how the WRF + FLEXPART + CALPUFF + HYSPLIT stack closes the gap between satellite detection and population health.
Technical comparison of VIIRS, MODIS, Sentinel-3 SLSTR, GOES-R/MTG, FY-3 for fire detection. How WildFiresUA selects platforms for Ukraine.
Review of the global 2026 fire detection architecture: satellites, ground cameras, drones, AI fusion. How WildFiresUA builds the Ukrainian system.
Wildfire tech is fragmented: detection lives on satellites, spread inside a single SaaS, smoke inside academia. Integration through WRF, FARSITE, FLEXPART and CALPUFF with CJFR 2026 peer-review anchoring — why this is not a niche curiosity but an operational necessity.
WildFiresUA review: mortality attribution to wildfire smoke. Sofiev 2025 (Lancet PH), Burnett 2018 IER, GBD 2021. Regional differences and Ukraine.
WildFiresUA review: HYSPLIT, FLEXPART, SILAM, NAME, CALPUFF, CMAQ, WRF-Chem. Lagrangian vs Eulerian — when to choose which approach for wildfire smoke.