remote sensing of fire severity in interior alaska (some of the time) dave verbyla dept. of forest...

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Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: [email protected]

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Page 1: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Remote Sensing of Fire Severity in Interior Alaska

(some of the time)

Remote Sensing of Fire Severity in Interior Alaska

(some of the time)

Dave Verbyla

Dept. of Forest Sciences, UAF

Email: [email protected]

Dave Verbyla

Dept. of Forest Sciences, UAF

Email: [email protected]

Page 2: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Field Estimates : CBI

Page 3: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 4: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 5: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Field Estimate

Remotely

Sensed

Index

Page 6: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 7: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 8: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 9: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

2 Upland Black Spruce Burns

Yukon Charley 1999

• Fire start mid-June• NBR 9-Sept

CBI-NBR trend:• R2 = 0.81, n=32• R2 = 0.64, n=47

Boundary 2004

• Fire start mid-June• NBR 6-Sept

CBI-NBR trend:• R2 = 0.30, n=32• R2 = 0.43, n=28• R2 = 0.29, n=73

Page 10: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 11: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 12: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Saturation of Spectral Response?

Page 13: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

NIR reflectance

SWIR

reflectance

Page 14: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

dNBR = 797dNBR = 672

dNBR = 913

Page 15: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Fire Severity Trends

1980s Satellite Data

1990s Satellite Data

2000s Satellite Data

Page 16: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

NBR

4-Aug-2004Sun Elevation: 36o

Azimuth: 165o

NBR

4-Aug-2004Sun Elevation: 36o

Azimuth: 165o

NBR

6-Sept-2004Sun Elevation: 30o

Azimuth: 166o

NBR

6-Sept-2004Sun Elevation: 30o

Azimuth: 166o

Page 17: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 18: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 19: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 20: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 21: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 22: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 23: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 24: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla
Page 25: Remote Sensing of Fire Severity in Interior Alaska (some of the time) Dave Verbyla Dept. of Forest Sciences, UAF Email: D.Verbyla@uaf.edu Dave Verbyla

Summary

• Remote sensing estimates best across wide range of

severity

• Unreliable to estimate fire severity among burns or

across time

• Underestimate fire severity in valley bottoms, N-facing

slopes

• Estimates should be calibrated by vegetation type