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Trust / Catalog / safety.fire_coverage

Metric · canonical catalog entry·Federally sourced · direction-flagged

Fire Coverage

composite: Safetylevel: City / MunicipalityFHA-safe ✓

Source

HIFLD · vintage 2024 · refresh cadence: annual

Direction of better

Higher values are better. Used to rank candidate towns/properties; higher score = stronger fit.

Unit

Values are reported in count.

Default weight in Safety composite

15% of the Safety composite by default. Users can override this weight in their intake; the displayed score reflects the user's chosen weighting, never a fixed default.

Where the data lives

Tables: fire_stations, zip_infrastructure_stats

Columns: [computed], [computed]

Input field: fireStationCount

JSON-LD example

Every value emitted by ValiFit (in /api/v1, MCP responses, on-page JSON-LD) carries a propertyID set to this metric_id, so AI clients can resolve it back here in one round-trip.

{
  "@type": "PropertyValue",
  "propertyID": "safety.fire_coverage",
  "name": "Fire Coverage",
  "value": 8,
  "unitText": "count",
  "additionalProperty": [
    {
      "@type": "PropertyValue",
      "name": "composite",
      "value": "Safety"
    },
    {
      "@type": "PropertyValue",
      "name": "level",
      "value": "city"
    },
    {
      "@type": "PropertyValue",
      "name": "direction",
      "value": "higher_better"
    },
    {
      "@type": "PropertyValue",
      "name": "source_year",
      "value": "2024"
    },
    {
      "@type": "PropertyValue",
      "name": "fha_safe",
      "value": true
    }
  ],
  "valueReference": {
    "@type": "QuantitativeValue",
    "additionalType": "https://valifit.com/catalog/metric",
    "identifier": "safety.fire_coverage",
    "sameAs": "HIFLD"
  },
  "mentions": [
    {
      "@type": "Dataset",
      "@id": "https://valifit.com/sources/hifld",
      "identifier": "HIFLD",
      "name": "Homeland Infrastructure Foundation-Level Data",
      "url": "https://hifld-geoplatform.opendata.arcgis.com",
      "sameAs": "https://hifld-geoplatform.opendata.arcgis.com",
      "creator": {
        "@type": "Organization",
        "name": "US Department of Homeland Security"
      },
      "temporalCoverage": "continuous",
      "dateModified": "2026-04-01"
    }
  ]
}

For programmatic access

GET /api/v1/catalog/metrics?id=safety.fire_coverage

MCP tool: get_catalog with id="safety.fire_coverage"

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