real time detection and geolocalization of methane plumes ... · 6/18/2015...

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Real Time Detection and Geolocalization of Methane Plumes by AVIRIS-NG 6/18/2015 [email protected] 1 David R. Thompson Andrew Aubrey Brian D. Bue Michael Eastwood Robert O. Green Mark Helmlinger Eric Kort 1 Scott Nolte Andrew Thorpe Christian Frankenberg Jet Propulsion Laboratory, California Institute of Technology 1 University of Michigan Copyright 2015 California Institute of Technology. All rights reserved. US Government Support Acknowledged.

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Page 1: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

Real Time Detection and Geolocalization of Methane Plumes by AVIRIS-NG

6/18/2015 [email protected] 1

David R. Thompson

Andrew Aubrey

Brian D. Bue

Michael Eastwood

Robert O. Green

Mark Helmlinger

Eric Kort1

Scott Nolte

Andrew Thorpe

Christian Frankenberg

Jet Propulsion Laboratory, California Institute of Technology1 University of Michigan

Copyright 2015 California Institute of Technology. All rights reserved. US Government Support Acknowledged.

Page 2: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

Four Corners Methane Anomaly

6/18/2015 [email protected] 2

Image Credit: NASA/JPL-Caltech/University of Michigan

SCIAMACHY retrievals [Kort, Frankenberg et al. Geophysical Research Letters 2014]

Page 3: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

AVIRIS-NG joins NOAA over Four Corners

PI Christian Frankenberg

Funded by NASA & Jack Kaye

6/18/2015 [email protected] 3

Photos courtesy C. Frankenberg

Page 4: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

Methane spectral signature

6/18/2015 [email protected] 4

CH4 transmittance(modeled)

AVIRIS-NG In plume / out of plume

Page 5: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

Real-time CH4

detection

A matched filter provided real time detection, measurement, and geolocalization of methane absorption

Enabled adaptive survey and immediate followup by in situ ground, aircraft sensors

[Thompson et al., AMTD, in press]

6/18/2015 [email protected] 5

Page 6: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 6

Image courtesy Google earth, Landsat

Coal

mine

Wide-area

survey

Detections

19-21 AprilLocal

targeted

surveys

Page 7: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 7

CH4 AVIRIS-NG

100m

Thermal

camera: CH4 Google EarthTypical

methane plume

from tank

Page 8: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 8

Page 9: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 9

AVIRIS-NG: CH4 (ppm x m)AVIRIS-NG: RGB channels

100m N

100m

AVIRIS-NG: CH4 (ppm x m)AVIRIS-NG: RGB channels

CH4 observed

along gas

pipeline using

thermal camera

Operators shut

down pipeline

Pipeline leak

(one of two

detected)

Page 10: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 10

Page 11: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

6/18/2015 [email protected] 11

Google EarthAVIRIS-NG: CH4 (ppm x m)

AVIRIS-NG: RGB channels

100m

Large Methane

Plume from

Coal mine vent

Page 12: Real Time Detection and Geolocalization of Methane Plumes ... · 6/18/2015 david.r.thompson@jpl.nasa.gov 9 AVIRIS-NG: RGB channels AVIRIS-NG: CH4 (ppm x m) 100m N 100m AVIRIS-NG:

Thanks!

Jack Kaye and the NASA Earth Science

Division

The AVIRIS-NG and HyTES teams

6/18/2015 [email protected] 12

PBS Video posted today