Four instruments, each answering a different question, and each published with its method attached.
Detection. NASA FIRMS hotspots from VIIRS and MODIS, filtered to high confidence, counted daily and by province, with volcanic thermal anomalies removed. Each point is counted once even where designations overlap.
Exposure. The same detections overlaid on the protected area estate from the WDPA extract, so the share of fire burning inside the conservation estate — and which specific sites carry it — is visible rather than inferred. Density is computed against the protected area itself, not the province.
Health and fiscal cost. The population exposed to elevated particulate concentrations, the resulting respiratory burden, and the public cost of treating it. The August 2026 fact sheet put the health burden at Rp120 trillion and prompted the call for systemic rather than seasonal response.
Economy-wide impact. ENSOID26-V2, a calibrated system-dynamics model of how a super El Niño propagates through the Indonesian economy — the finding being that the indirect wave through supply chains, prices and public budgets costs more than the burned area itself.