Fusion of mobile in situ and satellite remote sensing observations of chemical release emissions to improve disaster response
Abstract
Chemical release disasters have serious consequences, disrupting ecosystems, society, and causing significant loss of life. Mitigating the destructive impacts relies on identification and mapping, monitoring, and trajectory forecasting. Improvements in sensor capabilities are enabling airborne and space-based remote sensing to support response activities. Key applications are improving transport models in complex terrain and improved disaster response. Understanding urban atmospheric transport in the Los Angeles Basin, where topographic influences on transport patterns are significant, was improved by leveraging the Aliso Canyon leak as an atmospheric tracer. Plume characterization data was collected by the AutoMObile trace Gas (AMOG) Surveyor, a commuter car modified for science. Mobile surface in situ CH4 and winds were measured by AMOG Surveyor under Santa Ana conditions to estimate an emission rate of 365±30% Gg yr-1. Vertical profiles were collected by AMOG Surveyor by leveraging local topography for vertical profiling to identify the planetary boundary layer at ~700 m. Topography significantly constrained plume dispersion by up to a factor of two. The observed plume trajectory was used to validate satellite aerosol optical depth-inferred atmospheric transport, which suggested the plume first was driven offshore, but then veered back towards land. Numerical long-range transport model predictions confirm this interpretation. Lastly,more »
- Authors:
-
- Bubbleology Research International, Solvang, CA (United States)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)
- NASA Langley Research Center, Hampton, VA (United States)
- NASA Headquarters, Washington, D.C. (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
- Sponsoring Org.:
- Energy Analysis & Environmental Impacts; USDOE
- OSTI Identifier:
- 1344311
- Report Number(s):
- LBNL-1006289
Journal ID: ISSN 2296-665X; ir:1006289
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Frontiers in Environmental Science
- Additional Journal Information:
- Journal Volume: 4; Journal ID: ISSN 2296-665X
- Publisher:
- Frontiers Research Foundation
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES; methane; disaster response; remote sensing; aerosol; plume; atmospheric transport; megacity
Citation Formats
Leifer, Ira, Melton, Christopher, Frash, Jason, Fischer, Marc L., Cui, Xinguang, Murray, John J., and Green, David S. Fusion of mobile in situ and satellite remote sensing observations of chemical release emissions to improve disaster response. United States: N. p., 2016.
Web. doi:10.3389/fenvs.2016.00059.
Leifer, Ira, Melton, Christopher, Frash, Jason, Fischer, Marc L., Cui, Xinguang, Murray, John J., & Green, David S. Fusion of mobile in situ and satellite remote sensing observations of chemical release emissions to improve disaster response. United States. https://doi.org/10.3389/fenvs.2016.00059
Leifer, Ira, Melton, Christopher, Frash, Jason, Fischer, Marc L., Cui, Xinguang, Murray, John J., and Green, David S. Thu .
"Fusion of mobile in situ and satellite remote sensing observations of chemical release emissions to improve disaster response". United States. https://doi.org/10.3389/fenvs.2016.00059. https://www.osti.gov/servlets/purl/1344311.
@article{osti_1344311,
title = {Fusion of mobile in situ and satellite remote sensing observations of chemical release emissions to improve disaster response},
author = {Leifer, Ira and Melton, Christopher and Frash, Jason and Fischer, Marc L. and Cui, Xinguang and Murray, John J. and Green, David S.},
abstractNote = {Chemical release disasters have serious consequences, disrupting ecosystems, society, and causing significant loss of life. Mitigating the destructive impacts relies on identification and mapping, monitoring, and trajectory forecasting. Improvements in sensor capabilities are enabling airborne and space-based remote sensing to support response activities. Key applications are improving transport models in complex terrain and improved disaster response. Understanding urban atmospheric transport in the Los Angeles Basin, where topographic influences on transport patterns are significant, was improved by leveraging the Aliso Canyon leak as an atmospheric tracer. Plume characterization data was collected by the AutoMObile trace Gas (AMOG) Surveyor, a commuter car modified for science. Mobile surface in situ CH4 and winds were measured by AMOG Surveyor under Santa Ana conditions to estimate an emission rate of 365±30% Gg yr-1. Vertical profiles were collected by AMOG Surveyor by leveraging local topography for vertical profiling to identify the planetary boundary layer at ~700 m. Topography significantly constrained plume dispersion by up to a factor of two. The observed plume trajectory was used to validate satellite aerosol optical depth-inferred atmospheric transport, which suggested the plume first was driven offshore, but then veered back towards land. Numerical long-range transport model predictions confirm this interpretation. Lastly, this study demonstrated a novel application of satellite aerosol remote sensing for disaster response.},
doi = {10.3389/fenvs.2016.00059},
journal = {Frontiers in Environmental Science},
number = ,
volume = 4,
place = {United States},
year = {Thu Sep 22 00:00:00 EDT 2016},
month = {Thu Sep 22 00:00:00 EDT 2016}
}
Free Publicly Available Full Text
Publisher's Version of Record
Other availability
Search WorldCat to find libraries that may hold this journal
Save to My Library
You must Sign In or Create an Account in order to save documents to your library.
Works referenced in this record:
Diagnosing Santa Ana Winds in Southern California with Synoptic-Scale Analysis
journal, June 2013
- Abatzoglou, John T.; Barbero, Renaud; Nauslar, Nicholas J.
- Weather and Forecasting, Vol. 28, Issue 3
Pollutant transport among California regions: CALIFORNIA POLLUTANT TRANSPORT
journal, June 2013
- Angevine, Wayne M.; Brioude, Jerome; McKeen, Stuart
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 12
Best practices in chemical emergency response preparedness and incident management:
journal, May 2009
- Benjamin, Dean
- Journal of Chemical Health and Safety, Vol. 16, Issue 3
Some Restrictive Meteorological Conditions to be Considered in the Design of Stacks
journal, September 1962
- Bierly, Eugene W.; Hewson, E. Wendell
- Journal of Applied Meteorology, Vol. 1, Issue 3
Methane Leaks from North American Natural Gas Systems
journal, February 2014
- Brandt, A. R.; Heath, G. A.; Kort, E. A.
- Science, Vol. 343, Issue 6172
Downslope Windstorms of San Diego County. Part I: A Case Study
journal, January 2016
- Cao, Yang; Fovell, Robert G.
- Monthly Weather Review, Vol. 144, Issue 2
Methane emissions from the 2015 Aliso Canyon blowout in Los Angeles, CA
journal, February 2016
- Conley, S.; Franco, G.; Faloona, I.
- Science, Vol. 351, Issue 6279
Fire and explosion disasters occurred due to the Great East Japan Earthquake (March 11, 2011)
journal, September 2014
- Dobashi, Ritsu
- Journal of Loss Prevention in the Process Industries, Vol. 31
A tracer study of pollutant transport and dispersion in the Los Angeles area
journal, November 1974
- Drivas, Peter J.; Shair, Fredrick H.
- Atmospheric Environment (1967), Vol. 8, Issue 11
Changes in the Depth of the Marine Layer over the los Angeles Basin
journal, June 1959
- Edinger, James G.
- Journal of Meteorology, Vol. 16, Issue 3
Recommendations on the Use of Satellite Remote-Sensing Data for Urban Air Quality
journal, November 2004
- Engel-Cox, Jill A.; Hoff, Raymond M.; Haymet, A. D. J.
- Journal of the Air & Waste Management Association, Vol. 54, Issue 11
Application of Satellite Remote-Sensing Data for Source Analysis of Fine Particulate Matter Transport Events
journal, September 2005
- Engel-Cox, Jill A.; Young, Gregory S.; Hoff, Raymond M.
- Journal of the Air & Waste Management Association, Vol. 55, Issue 9
Transcontinental methane measurements: Part 1. A mobile surface platform for source investigations
journal, August 2013
- Farrell, Paige; Culling, Daniel; Leifer, Ira
- Atmospheric Environment, Vol. 74
Plume Dispersion Anomalies in a Nocturnal Urban Boundary Layer in Complex Terrain
journal, November 2008
- Finn, Dennis; Clawson, Kirk L.; Carter, Roger G.
- Journal of Applied Meteorology and Climatology, Vol. 47, Issue 11
Evaluation of emissions and air quality in megacities
journal, March 2008
- Gurjar, B. R.; Butler, T. M.; Lawrence, M. G.
- Atmospheric Environment, Vol. 42, Issue 7
Organic aerosol composition and sources in Pasadena, California, during the 2010 CalNex campaign: AEROSOL COMPOSITION IN PASADENA
journal, August 2013
- Hayes, P. L.; Ortega, A. M.; Cubison, M. J.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 16
Fine particles in the global troposphere A review
journal, April 1989
- Heintzenberg, Jost
- Tellus B, Vol. 41B, Issue 2
A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006
- Hong, Song-You; Noh, Yign; Dudhia, Jimy
- Monthly Weather Review, Vol. 134, Issue 9
Methane and the greenhouse-gas footprint of natural gas from shale formations: A letter
journal, April 2011
- Howarth, Robert W.; Santoro, Renee; Ingraffea, Anthony
- Climatic Change, Vol. 106, Issue 4
Local and synoptic mechanisms causing Southern California’s Santa Ana winds
journal, August 2009
- Hughes, Mimi; Hall, Alex
- Climate Dynamics, Vol. 34, Issue 6
A multitower measurement network estimate of California's methane emissions: CALIFORNIA'S METHANE EMISSIONS
journal, October 2013
- Jeong, Seongeun; Hsu, Ying-Kuang; Andrews, Arlyn E.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 19
Seasonal variation of CH 4 emissions from central California : SEASONAL VARIATION OF CH
journal, June 2012
- Jeong, Seongeun; Zhao, Chuanfeng; Andrews, Arlyn E.
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D11
Forecast Skill of Synoptic Conditions Associated with Santa Ana Winds in Southern California
journal, December 2010
- Jones, Charles; Fujioka, Francis; Carvalho, Leila M. V.
- Monthly Weather Review, Vol. 138, Issue 12
Methane emissions estimate from airborne measurements over a western United States natural gas field: CH
journal, August 2013
- Karion, Anna; Sweeney, Colm; Pétron, Gabrielle
- Geophysical Research Letters, Vol. 40, Issue 16
Major accidents in process industries and an analysis of causes and consequences
journal, September 1999
- Khan, Faisal I.; Abbasi, S. A.
- Journal of Loss Prevention in the Process Industries, Vol. 12, Issue 5
Use of MODIS data to assess atmospheric aerosol before, during, and after community evacuations related to wildfire smoke
journal, September 2015
- Krstic, Nikolas; Henderson, Sarah B.
- Remote Sensing of Environment, Vol. 166
Atmospheric dispersion and transport within coastal regions—part I. Tracer study of power plant emissions from the Oxnard Plain
journal, January 1978
- Lamb, Brian K.; Lorenzen, Arndt; Shair, Frederick H.
- Atmospheric Environment (1967), Vol. 12, Issue 11
Development of Atmospheric Tracer Methods To Measure Methane Emissions from Natural Gas Facilities and Urban Areas
journal, June 1995
- Lamb, Brian K.; McManus, J. B.; Shorter, Joanne H.
- Environmental Science & Technology, Vol. 29, Issue 6
Long-range transport of ozone from the Los Angeles Basin: A case study: LONG-RANGE TRANSPORT OF OZONE
journal, March 2010
- Langford, A. O.; Senff, C. J.; Alvarez, R. J.
- Geophysical Research Letters, Vol. 37, Issue 6
Fast In Situ Airborne Measurement of Ammonia Using a Mid-Infrared Off-Axis ICOS Spectrometer
journal, August 2013
- Leen, J. Brian; Yu, Xiao-Ying; Gupta, Manish
- Environmental Science & Technology
Transcontinental methane measurements: Part 2. Mobile surface investigation of fossil fuel industrial fugitive emissions
journal, August 2013
- Leifer, Ira; Culling, Daniel; Schneising, Oliver
- Atmospheric Environment, Vol. 74
State of the art satellite and airborne marine oil spill remote sensing: Application to the BP Deepwater Horizon oil spill
journal, September 2012
- Leifer, Ira; Lehr, William J.; Simecek-Beatty, Debra
- Remote Sensing of Environment, Vol. 124
Global evaluation of the Collection 5 MODIS dark-target aerosol products over land
journal, January 2010
- Levy, R. C.; Remer, L. A.; Kleidman, R. G.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 21
Hazardous Materials Releases in the Northridge Earthquake: Implications for Seismic Risk Assessment
journal, April 1997
- Lindell, Michael K.; Perry, Ronald W.
- Risk Analysis, Vol. 17, Issue 2
Air pollutant transport in a coastal environment—II. Three-dimensional simulations over Los Angeles basin
journal, July 1995
- Lu, R.
- Atmospheric Environment, Vol. 29, Issue 13
An integrated air pollution modeling system for urban and regional scales: 1. Structure and performance
journal, March 1997
- Lu, Rong; Turco, Richard P.; Jacobson, Mark Z.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D5
Methane emissions from natural gas infrastructure and use in the urban region of Boston, Massachusetts
journal, January 2015
- McKain, Kathryn; Down, Adrian; Raciti, Steve M.
- Proceedings of the National Academy of Sciences, Vol. 112, Issue 7
North American Regional Reanalysis
journal, March 2006
- Mesinger, Fedor; DiMego, Geoff; Kalnay, Eugenia
- Bulletin of the American Meteorological Society, Vol. 87, Issue 3
Mountain Weather Prediction: Phenomenological Challenges and Forecast Methodology
book, April 2012
- Meyers, Michael P.; Steenburgh, W. James
- Mountain Weather Research and Forecasting. Springer Atmospheric Sciences
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog
journal, March 2006
- Nakanishi, Mikio; Niino, Hiroshi
- Boundary-Layer Meteorology, Vol. 119, Issue 2
Coupled weather research and forecasting–stochastic time-inverted lagrangian transport (WRF–STILT) model
journal, May 2010
- Nehrkorn, Thomas; Eluszkiewicz, Janusz; Wofsy, Steven C.
- Meteorology and Atmospheric Physics, Vol. 107, Issue 1-2
Global methane emissions from minor anthropogenic sources and biofuel combustion in residential stoves
journal, October 1996
- Piccot, Stephen D.; Beck, Lee; Srinivasan, Sridhar
- Journal of Geophysical Research: Atmospheres, Vol. 101, Issue D17
Ebullition and storm-induced methane release from the East Siberian Arctic Shelf
journal, November 2013
- Shakhova, Natalia; Semiletov, Igor; Leifer, Ira
- Nature Geoscience, Vol. 7, Issue 1
Deepwater Horizon oil spill monitoring using airborne multispectral infrared imagery
conference, May 2011
- Shen, Sylvia S.; Lewis, Paul E.
- SPIE Defense, Security, and Sensing, SPIE Proceedings
Tracking hazardous air pollutants from a refinery fire by applying on-line and off-line air monitoring and back trajectory modeling
journal, October 2013
- Shie, Ruei-Hao; Chan, Chang-Chuan
- Journal of Hazardous Materials, Vol. 261
Origin of the lethal gas burst from Lake Monoun, Cameroun
journal, March 1987
- Sigurdsson, H.; Devine, J. D.; Tchua, F. M.
- Journal of Volcanology and Geothermal Research, Vol. 31, Issue 1-2
Real-time remote detection and measurement for airborne imaging spectroscopy: a case study with methane
journal, January 2015
- Thompson, D. R.; Leifer, I.; Bovensmann, H.
- Atmospheric Measurement Techniques, Vol. 8, Issue 10
‘Santa Ana’ winds and upwelling filaments off Northern Baja California
journal, August 2003
- Trasviña, A.; Ortiz-Figueroa, M.; Herrera, H.
- Dynamics of Atmospheres and Oceans, Vol. 37, Issue 2
Airborne visualization and quantification of discrete methane sources in the environment
journal, November 2014
- Tratt, David M.; Buckland, Kerry N.; Hall, Jeffrey L.
- Remote Sensing of Environment, Vol. 154
An Advanced System to Monitor the 3D Structure of Diffuse Volcanic Ash Clouds
journal, September 2013
- Vernier, J. -P.; Fairlie, T. D.; Murray, J. J.
- Journal of Applied Meteorology and Climatology, Vol. 52, Issue 9
An Improved Method for Estimating Surface Fine Particle Concentrations Using Seasonally Adjusted Satellite Aerosol Optical Depth
journal, May 2010
- Weber, Stephanie A.; Engel-Cox, Jill A.; Hoff, Raymond M.
- Journal of the Air & Waste Management Association, Vol. 60, Issue 5
Spatially resolving methane emissions in California: constraints from the CalNex aircraft campaign and from present (GOSAT, TES) and future (TROPOMI, geostationary) satellite observations
journal, January 2014
- Wecht, K. J.; Jacob, D. J.; Sulprizio, M. P.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 15
Formation and transport of secondary air pollutants: ozone and aerosols in the St. Louis urban plume
journal, October 1976
- White, W.; Anderson, J.; Blumenthal, D.
- Science, Vol. 194, Issue 4261
Mobile Laboratory Observations of Methane Emissions in the Barnett Shale Region
journal, March 2015
- Yacovitch, Tara I.; Herndon, Scott C.; Pétron, Gabrielle
- Environmental Science & Technology, Vol. 49, Issue 13
Methane emissions estimate from airborne measurements over a western United States natural gas field: CH
journal, August 2013
- Karion, Anna; Sweeney, Colm; Pétron, Gabrielle
- Geophysical Research Letters, Vol. 40, Issue 16
Pollutant transport among California regions: CALIFORNIA POLLUTANT TRANSPORT
journal, June 2013
- Angevine, Wayne M.; Brioude, Jerome; McKeen, Stuart
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 12
Organic aerosol composition and sources in Pasadena, California, during the 2010 CalNex campaign: AEROSOL COMPOSITION IN PASADENA
journal, August 2013
- Hayes, P. L.; Ortega, A. M.; Cubison, M. J.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 16
A multitower measurement network estimate of California's methane emissions: CALIFORNIA'S METHANE EMISSIONS
journal, October 2013
- Jeong, Seongeun; Hsu, Ying-Kuang; Andrews, Arlyn E.
- Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 19
Local and synoptic mechanisms causing Southern California’s Santa Ana winds
journal, August 2009
- Hughes, Mimi; Hall, Alex
- Climate Dynamics, Vol. 34, Issue 6
An Improved Mellor–Yamada Level-3 Model: Its Numerical Stability and Application to a Regional Prediction of Advection Fog
journal, March 2006
- Nakanishi, Mikio; Niino, Hiroshi
- Boundary-Layer Meteorology, Vol. 119, Issue 2
Atmospheric dispersion and transport within coastal regions—part I. Tracer study of power plant emissions from the Oxnard Plain
journal, January 1978
- Lamb, Brian K.; Lorenzen, Arndt; Shair, Frederick H.
- Atmospheric Environment (1967), Vol. 12, Issue 11
Evaluation of emissions and air quality in megacities
journal, March 2008
- Gurjar, B. R.; Butler, T. M.; Lawrence, M. G.
- Atmospheric Environment, Vol. 42, Issue 7
Transcontinental methane measurements: Part 1. A mobile surface platform for source investigations
journal, August 2013
- Farrell, Paige; Culling, Daniel; Leifer, Ira
- Atmospheric Environment, Vol. 74
Transcontinental methane measurements: Part 2. Mobile surface investigation of fossil fuel industrial fugitive emissions
journal, August 2013
- Leifer, Ira; Culling, Daniel; Schneising, Oliver
- Atmospheric Environment, Vol. 74
Best practices in chemical emergency response preparedness and incident management:
journal, May 2009
- Benjamin, Dean
- Journal of Chemical Health and Safety, Vol. 16, Issue 3
Tracking hazardous air pollutants from a refinery fire by applying on-line and off-line air monitoring and back trajectory modeling
journal, October 2013
- Shie, Ruei-Hao; Chan, Chang-Chuan
- Journal of Hazardous Materials, Vol. 261
State of the art satellite and airborne marine oil spill remote sensing: Application to the BP Deepwater Horizon oil spill
journal, September 2012
- Leifer, Ira; Lehr, William J.; Simecek-Beatty, Debra
- Remote Sensing of Environment, Vol. 124
Use of MODIS data to assess atmospheric aerosol before, during, and after community evacuations related to wildfire smoke
journal, September 2015
- Krstic, Nikolas; Henderson, Sarah B.
- Remote Sensing of Environment, Vol. 166
Development of Atmospheric Tracer Methods To Measure Methane Emissions from Natural Gas Facilities and Urban Areas
journal, June 1995
- Lamb, Brian K.; McManus, J. B.; Shorter, Joanne H.
- Environmental Science & Technology, Vol. 29, Issue 6
Fast In Situ Airborne Measurement of Ammonia Using a Mid-Infrared Off-Axis ICOS Spectrometer
journal, August 2013
- Leen, J. Brian; Yu, Xiao-Ying; Gupta, Manish
- Environmental Science & Technology
Mobile Laboratory Observations of Methane Emissions in the Barnett Shale Region
journal, March 2015
- Yacovitch, Tara I.; Herndon, Scott C.; Pétron, Gabrielle
- Environmental Science & Technology, Vol. 49, Issue 13
Ebullition and storm-induced methane release from the East Siberian Arctic Shelf
journal, November 2013
- Shakhova, Natalia; Semiletov, Igor; Leifer, Ira
- Nature Geoscience, Vol. 7, Issue 1
Methane emissions from natural gas infrastructure and use in the urban region of Boston, Massachusetts
journal, January 2015
- McKain, Kathryn; Down, Adrian; Raciti, Steve M.
- Proceedings of the National Academy of Sciences, Vol. 112, Issue 7
Recommendations on the Use of Satellite Remote-Sensing Data for Urban Air Quality
journal, November 2004
- Engel-Cox, Jill A.; Hoff, Raymond M.; Haymet, A. D. J.
- Journal of the Air & Waste Management Association, Vol. 54, Issue 11
Application of Satellite Remote-Sensing Data for Source Analysis of Fine Particulate Matter Transport Events
journal, September 2005
- Engel-Cox, Jill A.; Young, Gregory S.; Hoff, Raymond M.
- Journal of the Air & Waste Management Association, Vol. 55, Issue 9
Hazardous Materials Releases in the Northridge Earthquake: Implications for Seismic Risk Assessment
journal, April 1997
- Lindell, Michael K.; Perry, Ronald W.
- Risk Analysis, Vol. 17, Issue 2
Methane Leaks from North American Natural Gas Systems
journal, February 2014
- Brandt, A. R.; Heath, G. A.; Kort, E. A.
- Science, Vol. 343, Issue 6172
Methane emissions from the 2015 Aliso Canyon blowout in Los Angeles, CA
journal, February 2016
- Conley, S.; Franco, G.; Faloona, I.
- Science, Vol. 351, Issue 6279
Three-Dimensional Air Trajectories Determined from Tetroon Flights in the Planetary Boundary Layer of the Los Angeles Basin
journal, April 1972
- Angell, J. K.; Pack, D. H.; Machta, L.
- Journal of Applied Meteorology, Vol. 11, Issue 3
An Improved Method for Estimating Surface Fine Particle Concentrations Using Seasonally Adjusted Satellite Aerosol Optical Depth
journal, May 2010
- Weber, Stephanie A.; Engel-Cox, Jill A.; Hoff, Raymond M.
- Journal of the Air & Waste Management Association, Vol. 60, Issue 5
Spatially resolving methane emissions in California: constraints from the CalNex aircraft campaign and from present (GOSAT, TES) and future (TROPOMI, geostationary) satellite observations
journal, January 2014
- Wecht, K. J.; Jacob, D. J.; Sulprizio, M. P.
- Atmospheric Chemistry and Physics, Vol. 14, Issue 15
Real-time remote detection and measurement for airborne imaging spectroscopy: a case study with methane
journal, June 2015
- Thompson, D. R.; Leifer, I.; Bovensmann, H.
- Atmospheric Measurement Techniques Discussions
Works referencing / citing this record:
Atmospheric characterization through fused mobile airborne and surface in situ surveys: methane emissions quantification from a producing oil field
journal, January 2018
- Leifer, Ira; Melton, Christopher; Fischer, Marc L.
- Atmospheric Measurement Techniques, Vol. 11, Issue 3