# Combat Sample

Combat hazards detected by AI for Humanity, PDC Global's generative AI and NLP technology, monitoring armed conflict events worldwide. These hazards track military engagements, airstrikes, shelling, and other armed conflict incidents, providing casualty data and severity scoring for each event.

## Combat-Specific Properties

### Incident Data

The `incident.properties` object for combat hazards contains data from AI for Humanity. These properties describe the nature of the armed conflict event, its casualties, severity, and geographic scope.

**Key incident properties for combat hazards include:**

* `Incident_Type` - Type of incident (e.g., "Combat")
* `Total_Fatalities` / `Total_Wounded` - Total casualty counts across all parties
* `Civilian_Fatalities` / `Civilian_Wounded` - Civilian casualty counts
* `Police_Military_Fatalities` / `Police_Military_Wounded` - Security force casualty counts
* `Terrorist_Insurgent_Fatalities` / `Terrorist_Insurgent_Wounded` - Insurgent/combatant casualty counts
* `Incident_Score` - Overall incident severity score
* `Casualty_Weight` / `Scope_Weight` / `Incident_Type_Weight` / `Total_Weight` - Scoring components used to determine hazard priority
* `Incident_Severity` - Severity classification ("H" for high, "M" for medium, "L" for low)
* `Scope_of_Incident` - Geographic scope (e.g., "Local", "Township", "Regional")
* `Country_Name` / `Province_District_Town` - Location details
* `Event_Summary` - AI-generated summary of the incident
* `sourceName` / `Source` - News source that reported the event
* `sourceResourceLocations` - JSON array of source article URLs
* `casualties` - JSON string with killed/injured breakdown
* `bufferSize` - Buffer distance in meters for exposure geometry (e.g., 100000 for combat)
* `rawMessage` - Full text of the source news article

### Features

Geopolitical hazards include features with `featureType` values of:

* **INCIDENT**: Point geometry at the incident location with casualty and event details
* **SMART\_ALERT**: Alert boundary polygon defining the hazard alert area

### Exposure Areas

Combat hazards use 3 exposure levels based on distance buffers:

* **Level 1**: Moderate exposure (30-100km buffer)
* **Level 2**: Strong exposure (10-30km buffer)
* **Level 3**: Severe exposure (0-10km buffer)

The buffer size is determined by the `bufferSize` property in the incident (in meters). For combat hazards, this is typically 100,000 meters (100km), reflecting the wider area of impact for armed conflict.

## Sample Response

```json
{
  "name": [
    {
      "locale": "en",
      "value": "Combat (Military Operations) - Pakistan"
    }
  ],
  "description": [
    {
      "locale": "en",
      "value": "A Combat incident was reported in Khyber Pakhtunkhwa, Pakistan on March 11, 2026.  Preliminary reports indicate 1496 total victims comprised of 641 fatalities and 855 wounded.\n\nEvent Summary*:\n\u2022 Combat (Military Operations) has been reported in Pakistan.\n\u2022 Reports indicate that during Operation Ghazab ul Haq on the Pakistan/Afghanistan border at least 1496 people have been affected. 641 fatalities, 855  injured, and 0 displaced.\n\u2022 Affected areas include: Pakistan.\n\u2022 Please monitor DisasterAWARE for updates.\n\u2022 Source: AI for Humanity\u2122 - PDC Global's generative AI and natural language processing hazard detection technology."
    }
  ],
  "severity": "WARNING",
  "category": "EVENT",
  "incident": {
    "uuid": "09cffe0a-2c7a-4808-8944-496d0ab7143d",
    "type": "COMBAT",
    "sourceId": 2000,
    "sourceRecordId": "fecb156cd23233e7dec4a7706cbc8070bebba093",
    "properties": {
      "Total_Wounded": 855,
      "reportDate": "2026-03-11T16:14:00Z",
      "status": "NEW",
      "eventDate": "2026-03-11T12:00:00Z",
      "hazardName": "Combat (Military Operations) - Pakistan",
      "locationDescription": "Khyber Pakhtunkhwa, Pakistan",
      "featureType": "INCIDENT",
      "Country_Name": "Pakistan",
      "Province_District_Town": "Khyber Pakhtunkhwa",
      "Total_Fatalities": 641,
      "Scope_of_Incident": "Local",
      "..."
    }
  },
  "uuid": "139a65dc-1f35-45f8-816f-a72226bb8c79",
  "comment": null,
  "createdAt": 1773266498,
  "relatedHazards": [],
  "longitude": 71.26788,
  "latitude": 33.7128,
  "version": 2,
  "alertGeometry": {
    "type": "FeatureCollection",
    "features": [
      {
        "type": "Feature",
        "geometry": {
          "type": "Polygon",
          "coordinates": [...]
        },
        "properties": null
      }
    ]
  },
  "features": {
    "features": [
      {
        "id": null,
        "type": "Feature",
        "properties": {
          "severity": "LIMITED",
          "locationDescription": "Khyber Pakhtunkhwa, Pakistan",
          "casualties": {
            "killed": { "total": 641 },
            "injured": { "total": 855 }
          },
          "scopeOfIncident": "Local",
          "reportDate": "2026-03-11T16:14:00Z",
          "featureType": "INCIDENT",
          "name": "Combat (Military Operations) - Pakistan",
          "createDate": "2026-03-11T22:01:06Z",
          "eventDate": "2026-03-11T12:00:00Z",
          "..."
        },
        "geometry": {
          "coordinates": [...],
          "type": "Point"
        }
      },
      {
        "id": null,
        "type": "Feature",
        "properties": {
          "severity": "LIMITED",
          "featureType": "SMART_ALERT"
        },
        "geometry": {
          "coordinates": [...],
          "type": "Polygon"
        }
      }
    ],
    "type": "FeatureCollection"
  },
  "exposureAreas": {
    "features": [
      {
        "id": "1",
        "type": "Feature",
        "properties": {
          "exposureLevel": 1
        },
        "geometry": {
          "type": "Polygon",
          "coordinates": [...]
        },
        "sourceId": null
      },
      {
        "id": "2",
        "type": "Feature",
        "properties": {
          "exposureLevel": 2
        },
        "geometry": {
          "type": "Polygon",
          "coordinates": [...]
        },
        "sourceId": null
      },
      {
        "id": "3",
        "type": "Feature",
        "properties": {
          "exposureLevel": 3
        },
        "geometry": {
          "type": "Polygon",
          "coordinates": [...]
        },
        "sourceId": null
      }
    ],
    "type": "FeatureCollection"
  },
  "exposureAssessment": {
    "population": 11217000.0,
    "capital": 27567858900.0,
    "exposureLevels": [
      {
        "level": "1",
        "data": {
          "population": 10147000.0,
          "capital": 25571377600.0,
          "foodNeedsUnit": "CAL",
          "foodNeeds": 5061000000.0,
          "waterNeedsUnit": "liter",
          "waterNeeds": 7230000.0,
          "wasteNeedsUnit": "100 liter",
          "wasteNeeds": 241000.0,
          "shelterNeedsUnit": "sq meters",
          "shelterNeeds": 8314500.0
        },
        "exposureDescription": "Moderate (30-100km)"
      },
      {
        "level": "2",
        "data": {
          "population": 1130000.0,
          "capital": 1977369600.0,
          "foodNeedsUnit": "CAL",
          "foodNeeds": 518700000.0,
          "waterNeedsUnit": "liter",
          "waterNeeds": 741000.0,
          "wasteNeedsUnit": "100 liter",
          "wasteNeeds": 24700.0,
          "shelterNeedsUnit": "sq meters",
          "shelterNeeds": 852150.0
        },
        "exposureDescription": "Strong (10-30km)"
      },
      {
        "level": "3",
        "data": {
          "population": 9220.0,
          "capital": 19111700.0,
          "foodNeedsUnit": "CAL",
          "foodNeeds": 4221000.0,
          "waterNeedsUnit": "liter",
          "waterNeeds": 6030.0,
          "wasteNeedsUnit": "100 liter",
          "wasteNeeds": 201.0,
          "shelterNeedsUnit": "sq meters",
          "shelterNeeds": 6934.5
        },
        "exposureDescription": "Severe (0-10km)"
      }
    ],
    "hazardUuid": "",
    "hazardType": "",
    "version": "",
    "timestamp": "1773266488269",
    "exposureDescription": "",
    "foodNeedsUnit": "CAL",
    "foodNeeds": 5565000000.0,
    "waterNeedsUnit": "liter",
    "waterNeeds": 7950000.0,
    "wasteNeedsUnit": "100 liter",
    "wasteNeeds": 265000.0,
    "shelterNeedsUnit": "sq meters",
    "shelterNeeds": 9142500.0
  },
  "type": "COMBAT",
  "creator": "RICHTER",
  "source": {
    "id": 2000,
    "name": "AI for Humanity",
    "longName": "AI for Humanity",
    "..."
  },
  "startedAt": 1773230400,
  "updatedAt": 1773266488,
  "endedAt": 1773489600
}
```

{% hint style="info" %}
Note: Coordinate arrays have been replaced with `[...]` for brevity. In actual API responses, these properties contain complete GeoJSON coordinate arrays. Additionally, `incident.properties`, `source`, and feature details have been truncated with `"..."` to show only key fields.
{% endhint %}


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