Wildfire Black Box · TB-WBB-USA-2018-CAMP
Camp Fire 2018
A dated reconstruction of electrical ignition evidence, rapid WUI spread, warning, evacuation, refuge and rescue. Later findings remain separate from what responders could know at the time.
Current official impact. CAL FIRE reports 153,336 acres, 18,804 structures destroyed, 754 damaged and 85 civilian fatalities. The listed cause is Power Lines. These are fire-wide figures, not a Paradise-only tally. CAL FIRE incident record.
What happened, and what was measured
Fire progression
NIST reconstructed strong winds up to 22 m/s, spotting up to 6.3 km and more than 2,200 fire-behaviour observations during its Camp Fire case study. These are time- and location-bound observations, not a parcel-level ignition clock. NIST TN 2135.
Life safety
NIST describes roughly 40,000 people attempting to evacuate. Its NETTRA study assembled more than 2,600 observations, identified 31 temporary refuge areas involving over 1,200 civilians, and documented 198 assistance or rescue events involving at least 1,000 people. These documented events are not an exhaustive census. NIST TN 2252.
Fire, warning and evacuation chronology
- 8 Nov · 6:33 a.m. CAL FIRE records the start near Pulga Road and Camp Creek Road.
- 8 Nov · 7:13 a.m. The Butte County after-action report records the first Pulga evacuation notice.
- 8 Nov · morning. Wind-driven fire and embers advanced toward Concow and Paradise; notification, traffic and direct fire exposure evolved on overlapping clocks.
- First 24 hours. NIST reconstructed rapid progression with long-range spotting; evacuation routes lost usable capacity through congestion, closures, debris and burnovers.
- During evacuation. NIST documented temporary refuge and rescue when full egress was not possible.
- 25 Nov · 8:00 a.m. CAL FIRE records containment. Later impact, cause and life-safety reviews continued.
Known At — no hindsight
A rapidly developing fire near Pulga required warning and movement decisions with incomplete information. Final fatalities, mapped area, the equipment investigation and later NIST datasets were not then available.
Containment and mapped area were reported while damage assessment, missing-person reconciliation, ignition investigation and life-safety analysis were still maturing.
County response review, State Auditor planning findings and public ignition investigation added evidence with different mandates and scopes.
Time- and location-specific progression and NETTRA observations enabled a later joined analysis. They must not be projected into first-day operational knowledge.
Cause and investigation history
CAL FIRE’s current incident page lists Power Lines. The Butte County District Attorney’s public investigation describes a worn C-hook and hanger assembly at PG&E transmission tower 27/222, conductor support failure, arcing and molten material reaching vegetation. This is a public criminal-case investigation record. The separate questions of inspection history, regulatory compliance, legal responsibility, subsequent spread and individual losses retain their own evidence requirements. Butte County public report.
Notification: issuance is not receipt
The County after-action report identifies mass-notification failures. The California State Auditor found that Butte’s principal alert, evacuation and shelter plans dated from February 2011. Its report states that Butte attempted a Wireless Emergency Alert early in the fire but the software failed to send it; no WEA message was issued during the Camp Fire. The county’s warnings were in English only. An alert request, transmission, device delivery, human receipt and protective action are separate events. These findings do not establish how many lives a different plan would have saved. County AAR · State Auditor chapter.
Evacuation, traffic, refuge and rescue
NIST’s NETTRA reconstruction connects the fire timeline to notification, traffic, burnovers, refuge and rescue. A mapped road is not a fixed evacuation capacity: smoke, fire, debris, collisions and abandoned vehicles may reduce the safe clearance interval. Thirty-one documented refuge areas and 198 rescue or assistance events show an emergency layer when full egress was no longer possible. The record does not infer a counterfactual fatality total. NIST TN 2252.
Forensic Reconstruction
- Documented transmission hardware failure supplied the ignition mechanism near a canyon-to-community pathway.
- Strong winds, dry fuels and terrain accelerated early spread.
- Spotting generated ignitions ahead of the principal front.
- Vegetation fire transitioned into interacting structure, parcel and vehicle exposures.
- Warning, movement and traffic decisions occurred under severe time pressure.
- Congestion, obstruction and burnovers reduced usable route capacity.
- Responders used temporary refuge and rescue when safe movement beyond the hazard was not always possible.
Evolution of Knowledge
The incident’s reported area, impacts, cause and response understanding matured at different speeds. Earlier values remain part of the historical information state; superseded does not mean false. NIST’s later integrated observations connect fire progression to life safety in a way unavailable to first-day responders. A future revision should add source-version timestamps for each material change rather than silently rewriting the past.
Fire DNA — public comparative signature
This summary describes documented mechanisms, not a severity ranking or a numerical 24-dimension vector. Unsupported dimensions remain Unknown.
Electrical infrastructure involvement documented by CAL FIRE and the county investigation.
Strong wind dominance, rapid spread and long-range spotting documented by NIST.
Rapid canyon-to-community exposure; parcel, structure and vehicle pathways require separate timing.
Evacuation complexity, burnovers, temporary refuge and rescue documented; air-support constraints: Unknown in this review.
Alert delivery vulnerabilities and high initial uncertainty; no assumption that every resident received the same message.
Severe documented structure loss and extensive official review; recovery complexity and pyroconvective transition: Unknown pending separate assessment.
Material claim register
Reported denotes a statement in a named official source. Derived and interpreted statements require separate traceable transformations. Numerical TB-ECI scores are pending a reproducible review of source independence, fit and uncertainty.
| ID | Material claim | State | Source |
|---|---|---|---|
| C001–C006 | Start 6:33 a.m.; 153,336 acres; contained 25 November; 18,804 destroyed; 754 damaged; 85 civilian deaths. | Reported | CAL FIRE |
| C007–C009 | Winds up to 22 m/s; spotting up to 6.3 km; over 2,200 fire observations. | Reported | NIST TN 2135 |
| C010–C013 | About 40,000 attempted evacuation; over 2,600 NETTRA observations; 31 refuge areas involving over 1,200 people; 198 assistance/rescue events involving at least 1,000. | Reported | NIST TN 2252 |
| C014 | Mass-notification failures identified. | Reported | County AAR |
| C015 | No WEA issued despite attempted transmission; principal plans dated 2011. | Reported | State Auditor |
| C016 | Power-line cause and worn suspension hardware at tower 27/222. | Reported | CAL FIRE · Butte DA |
Contradictions, unknowns and limits
- Population estimates vary by geographic and analytic scope; they are not averaged.
- Main-front arrival, ember ignition, structure ignition and burnover are different events.
- Alert issuance or request does not prove delivery or receipt.
- NIST refuge and rescue totals count documented events, not every informal event.
- USGS spectral change supports post-fire spatial analysis, not minute-scale arrival time.
- Technical ignition evidence cannot alone establish criminal responsibility, civil liability or all subsequent loss.
Primary sources
- CAL FIRE — incident record
- NIST TN 2135 — fire progression
- NIST TN 2252 — notification, evacuation, traffic and refuge
- NIST — investigation and publications
- Butte County — After Action Report
- Butte County — Corrective Action Plan
- Butte County DA — public investigation
- California State Auditor — Report 2019-103
- CPUC — wildfire investigations
- USGS — Landsat and LCMAP products
Record governance and citation
Version 1.2 · 28 September 2026. Permanent record ID TB-WBB-USA-2018-CAMP. Quality: DOCUMENTED; numerical evidence scoring and fuller source-version mapping remain open. Review when an official incident, NIST, ignition or notification record materially changes. This public export contains no private CORE data.
Tecnobosque (2026). Camp Fire 2018 — Wildfire Black Box Record. Record TB-WBB-USA-2018-CAMP, version 1.2, schema TB-WBB 2.0-beta.1. https://tecnobosque.com/camp-fire-2018/