Wildfire Evacuation Analysis in the Travis County WUI

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Presentation transcript:

Wildfire Evacuation Analysis in the Travis County WUI Flame Consulting Wildfire Evacuation Analysis in the Travis County WUI Bradley Johnson, Jade Gonzaba, Catherine Hodde-Pierce, Corinne Kimper, & Dereion Toussaint

Outline Introduction Data Road Classes Pinch Points At-Risk Communities Refuge Service Areas Vulnerable Facilities Conclusion

Introduction Growth of central Texas We will provide: Pinch points At-risk neighborhoods Refuge areas for each neighborhood Vulnerable locations (daycares & assisted living facilities)

Data Entity Attributes Spatial Object Status Source WUI none Polygon Available AFD - Wildfire Division Roads full_stree, road_class Line City of Austin Vegetation Hazard Raster Verified Emergency Shelter Name, Address Point Travis plus COA Near Counties Structures FEATURE, Shape_Area Polygon Available City of Austin Pinch Points Width, road_class, ClassName, Shape_Length Line Flame Consulting At-Risk Neighborhoods none Refuge Service Areas Assisted Living Name, Address Point Childcare Facilities

Road Classes Road widths were obtained from city Master Plans Each road layer was examined and classes assessed for type Classes were combined as needed, and eight total classes were created Each type was assigned a width based off of city averages or common widths (in the case of highways)

Pinch Points Methods Reclassification Extraction Raster to Vector Conversion Intersection Clip Merge

Pinch Points Results 10,925 pinch points for a total length of 7.89 miles Road class 1 has no pinch points Road class 6 (neighborhood streets) has 9,862 pinch points for a total length of 7.73 miles Special attention needs to be paid to road class 6

At-Risk Communities Methods Define neighborhood boundaries Buffer + manual inspection Filter out neighborhoods containing under 30 homes Join house points to polygons, select by attributes Find ingress/egress points of each neighborhood Intersect street segments with polygons Find where ingress/egress points are blocked by pinch points Intersect ingress/egress points with pinch points Find neighborhoods with only one usable exit One exit total, or one exit which isn’t blocked by pinch points

At-Risk Communities Results The select neighborhoods displayed to the right contain: at least 30 homes only one usable egress/ingress point or multiple egress/ingress points that are rendered unusable by pinch points Blocked exits can pose a major threat.

Refuge Service Areas Methods Network Analysis roads shapefile from the City of Austin Refuge Service Areas Obtained service areas from the AFD At- Risk Neighborhoods Neighborhoods that have 30 homes or more, with few exit/ entrance points Closest Facility tool Identifies the quickest route from the incident to nearest facility selected the refuge service areas as the facilities Located the incidents which is the exit/ entrance roads from the at- risk neighborhoods Solved the network which resulted in the quickest route from the neighborhoods to the service areas

Refuge Service Areas

At-Risk Communities: Exit Points

Routes from Exit Points to Refuge Facilities

Vulnerable Locations Methods Identifying suburbs/surrounding areas within the WUI Putting WUI on ArcMap and projecting it with Travis County Map Classifying what a vulnerable location is “Child-care Facility” and “Assisted Living Facility” Find vulnerable locations in surrounding areas Google Maps Records of findings Word document listed with “childcare facilities in the WUI” & “Assisted Living Facilities within the WUI” with their addresses. Point plotting of exact location Network Analysis tool

Vulnerable Locations Results 24 Assisted Living facilities 45 Child-care facilities Higher facility volumes in more highly populated areas Facilities among the major road networks within that area

Conclusion Project was successful, Flame Consulting was able to find the pinch points within the WUI and the Travis County Corridor. Successful in identifying at risk neighborhoods/refuge areas. This project will set the groundwork for Austin Fire Department’s future evacuation plans. The project allowed us to put our prior GIS knowledge to the test to be able to create the final result.

Questions?