CIVILSENSE
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Research & Model Calibration

Model Version 1.0 · 0 papers indexed

Every CivilSense model parameter traces to a peer-reviewed publication or government technical report. This library contains the research that calibrates our hazard scoring functions. No black boxes — the chain is always score → parameter → source paper.

Papers are ingested weekly from Semantic Scholar, NOAA Technical Reports, USGS Open-File Reports, and FEMA technical manuals. Each is evaluated for relevance to US catastrophe modeling and tagged with applicable perils and geographies.

All PerilsEarthquakeHurricaneWildfireFloodHail & Tornado

No research papers indexed yet. The research ingestion pipeline runs weekly and evaluates papers from Semantic Scholar, NOAA, USGS, and FEMA technical libraries.

See Methodology for the hazard scoring approach and source references.

Papers are indexed for model calibration purposes only. CivilSense does not claim authorship of any listed research. For the scoring methodology derived from these papers, see Methodology.

For situational awareness only — not for emergency response.

CIVILSENSE

US catastrophe intelligence platform. Real-time disaster monitoring, climate-adjusted hazard scoring, and ILS trigger monitoring.

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For situational awareness only — not for emergency response.

Data: USGS · NOAA · FEMA · NASA FIRMS · GDELT