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Geography of Wildfires Across the West Keith T. Weber 1 , GISP and PI NASA RECOVER Rituraj Yadev 1 , Jonah Davis 1 , Kindra Blair 1 , John Schnase 2 , Mark Carroll 2 , Roger Gill 2 [email protected] 1- Idaho State University- GIS TReC 2- NASA Goddard Space Flight Center

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Page 1: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Geography of Wildfires Across the WestKeith T. Weber1, GISP and PI NASA RECOVER

Rituraj Yadev1, Jonah Davis1, Kindra Blair1, John Schnase2, Mark Carroll2, Roger Gill2

[email protected] Idaho State University- GIS TReC2- NASA Goddard Space Flight Center

Page 2: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

What is RECOVER?• Post-wildfire Decision Support System (DSS)

– Rapid assembly of site-specific data– Delivered in customized GIS analysis environment– Wildfire focus

Page 3: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Data Architecture

• RECOVER– Serves the Western US– Used on over 100 wildfires

Page 4: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

GIS Layers• By default each RECOVER DSS

contains…– 26 base layers automatically clipped to

fire AOI– One of those layers is the Historic Fires

polygon feature class

Page 5: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Historic Fires Database• Contains all documented wildfires (1950-2017)1

• Assembled from authoritative sources– USGS GeoMac– NIFC– BLM– USFS– State Agencies (e.g., CalFire)

1- This database is not considered comprehensive but is as complete as possible

Page 6: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Overview

• Since 1950

–11% of Western US lands has experienced a wildfire

–89% has no documented record of a wildfire (1.00 – 0.11)

–3% has experienced a burn-on-burn event

Page 7: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Public Land Bias?

• 40,260 wildfire polygons• Potential bias of including fires

on public land while omitting fires on private land– Examine the proportion of private

land/public land (availability)– Relative to the proportion of fires

(observed)

Page 8: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Let’s Investigate using GIS

• Public/Private lands • Overlaid with Historic Fires

Page 9: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Tabular/Statistical

• Public/Private lands– 33% of the West is private land– 29% private land susceptible to

wildfire– 23% BLM– 19% USFS– Balance other public lands

• Historic Fire occurrence– 16% on private land– 25% BLM– 35% USFS– Balance other public lands

There appears to be no bias toward public land fires in this database; χ²(1,1) P = 0.09

Page 10: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

WILDFIRES ACROSS TIMEPART ONE:

Page 11: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Wildfires Across Time

R² = 0.7424

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Fire

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Page 12: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Wildfires Across Time (cont’d)

0

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Page 13: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

More Fires and More Large Fires

• Median fire size peaked in the decade of the mid-80’s to mid-90’s

• Mean (avg.) fire size has not yet peaked, but is generally increasing

Page 14: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Mega-Fires• Fires burning > 100,000 acres (156 mi2)

y = 0.1419x - 0.9344R² = 0.3801

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Page 15: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Wildfires in the New Millennia

• 61% of the total area burned since 1950occurred in the new millennia (2000-2017)

Page 16: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

WILDFIRES ACROSS SPACEPART TWO:

Page 17: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Historic Fires

• Recall 40,000+ documented wildfires contained in the Historic Fires GDB

• Over 100 Million acres

Page 18: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Some Areas Burn Frequently• 3% of the West has experienced

burn-on-burn effects• Some areas have experienced

11 fires since 1950– On average, a fire every 7 years

Page 19: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Why?

• Why are some areas burning often?• What areas are burning?

– Let’s analyze the landscape (vegetation/land cover)

Page 20: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

USGS Landfire Program• BPS- Bio-Physical Setting

Page 21: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Spatial Analysis Across the West

• Overlay fire polygons on BPS• Zonal Statistics as Table

– Shrub land + Grassland = 56% (52%, after 2000)

– BUT, notice the recent shift toward coniferous forest fires

Page 22: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Here in Idaho

Page 23: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Shrub land & Grasslands…

Page 24: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Conifers…

Modified from http://criticalzone.org/catalina-jemez/infrastructure/field-areas-catalina-jemez/

• What type of coniferous forests?– Juniper?– Pine?– Spruce-fir?

Page 25: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Across the West…

Page 26: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Reality Test• “Ponderosa Pine” in Landfire BPS

– Does this agree with your experience?

Page 27: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Where to From Here?

• Continue analysis– Compare trends between 1950-1999 and 2000-2017

Page 28: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Take Home Message• Over time:

– ↑ Wildfire frequency– ↑ Area burned– ↑ Coniferous forest fires

• 90% of the West has not burned since 1950– Burn-on-burn relatively common

• Expect, plan, and manage for wildfires

Page 29: Geography of Wildfires Across the West€¦ · Geography of Wildfires Across the West Keith T. Weber1, GISP and PI NASA RECOVER. Rituraj Yadev. 1, Jonah Davis. 1, Kindra Blair. 1,

Questions?

RECOVER is a NASA Applied Sciences sponsored project. K. T. Weber (PI), J. Schnase (Co-PI) and M. Carroll (Co-PI), Goddard Space Flight Center

Visit http://giscenter.isu.edu/research/Techpg/nasa_RECOVER/[email protected]