> ## Documentation Index > Fetch the complete documentation index at: https://docs.pingintel.com/llms.txt > Use this file to discover all available pages before exploring further. # Property Guardian Wildfire Recurrence Scores **Code: GS\_WF\_RS** First-view wildfire intelligence for risk triage and risk optimization — forecasting when and where fire is most likely to return across the contiguous U.S., updated weekly from 125 years of wildfire history across 74.5M uniform land units. [Vendor website](https://www.propertyguardian.com/products/wildfire-recurrence-scores/) · [Vendor API documentation](https://recurrence-api.propertyguardian.com/apidocs/) · [Data dictionary (.xlsx)](https://data-api-dev.sovfixer.com/api/v1/datasources/GS_WF_RS/data_dictionary.xlsx) **Required input:** `latitude`, `longitude`
**Supported countries:** US When Ping.Extraction fetches this data on your behalf, the Ping JSON format makes these payloads available under the `external_data[GS_WF_RS]` key of each building. | **Data Element** | **Description** | | | :------------------------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | composite\_wf\_recurrence\_score | Hazard Risk: Overall wildfire risk at a location. Combines the hex's own wildfire recurrence history with the wildfire density of the surrounding landscape. `text`
Values**Very Low**: Lowest wildfire recurrence likelihood on the vendor's five-level scale.
**Low**: Below-average wildfire recurrence likelihood.
**Moderate**: Average wildfire recurrence likelihood.
**High**: Above-average wildfire recurrence likelihood.
**Very High**: Highest wildfire recurrence likelihood on the vendor's five-level scale.
| | | predicted\_next\_fire\_year | Predicted Next Wildfire Year: Vendor model's predicted calendar year of the next wildfire at this location. `year` | | | predicted\_years\_to\_fire | Wildfire Cadence: Estimated number of years between wildfire events at the location, based on modeled recurrence patterns. `number` **Note:** Vendor model's predicted number of whole years until the next wildfire, from a survival (Cox proportional hazards) and negative-binomial occurrence/timing model trained on 125 years of wildfire history. | | | recurrence\_risk | Recurrence Risk: Very Low to Very High | How actively dangerous a location is right now. Driven by time since last wildfire and annual burn probability as fuels accumulate. `text`
ValuesVery Low, Low, Moderate, High, Very High
| | wildfire\_exposure\_class\_wui | Proximal to WF Fuels: Captures how close a location is to nearby wildfire-prone vegetation, measuring distance to concentrated wildfire fuel sources. `text` | | | wui\_neighbor\_hazard | Local WF Landscape: Measures how wildfire-prone the surrounding landscape is by analyzing wildfire susceptibility across roughly a 2.5 mi radius. `text` | | | years\_remaining | Years Remaining: Time remaining until predicted\_next\_fire\_year, formatted as "X years Y months". Negative values (e.g. "-1 year") mean the predicted fire year has already passed. `text` | |