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 · Vendor API documentation · 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` Values Very 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`

Overview

Ping.Extraction

Ping.Data

Ping.Vision

Property Guardian Wildfire Recurrence Scores