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1 Jim Crawford 1 , Ken Pickering 2 , Bruce Anderson 1 , Andreas Beyersdorf 1 , Gao Chen 1 , Richard Clark 3 , Ron Cohen 4 , Glenn Diskin 1 , Rich Ferrare 1 , Alan Fried 5 , Brent Holben 2 , Jay Herman 6 , Ray Hoff 6 , Chris Hostetler 1 , Scott Janz 2 , Mary Kleb 1 , Jim Szykman 7 , Anne Thompson 2 , Andy Weinheimer 8 , Armin Wisthaler 9 , Melissa Yang 1 1 NASA Langley Research Center, 2 NASA Goddard Space Flight Center, 3 Millersville University, 4 University of California-Berkeley, 5 University of Colorado-Boulder, 6 University of Maryland-Baltimore County, 7 Environmental Protection Agency, 8 National Center for Atmospheric Research, 9 University of Innsbruck Challenges and opportunities for remote sensing of air quality: Insights from DISCOVER-AQ http://discover-aq.larc.nasa.gov/

Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Page 1: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

1

Jim Crawford 1, Ken Pickering 2, Bruce Anderson 1, Andreas Beyersdorf 1,

Gao Chen 1, Richard Clark 3, Ron Cohen 4, Glenn Diskin 1, Rich Ferrare 1,

Alan Fried 5, Brent Holben 2, Jay Herman 6, Ray Hoff 6, Chris Hostetler 1,

Scott Janz 2 , Mary Kleb 1, Jim Szykman 7, Anne Thompson 2,

Andy Weinheimer 8, Armin Wisthaler 9, Melissa Yang 1

1 NASA Langley Research Center, 2 NASA Goddard Space Flight Center, 3 Millersville University, 4 University of California-Berkeley, 5 University of

Colorado-Boulder, 6 University of Maryland-Baltimore County, 7 Environmental Protection Agency, 8 National Center for Atmospheric

Research, 9 University of Innsbruck

Challenges and opportunities for remote sensing

of air quality: Insights from DISCOVER-AQ

http://discover-aq.larc.nasa.gov/

Page 2: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

Maryland Department of the Environment (MDE)

San Joaquin Valley Air Pollution Control District (SJV APCD)

California Air Resource Board (CARB)

Bay Area Air Quality Management District (BAAQMD)

Texas Commission on Environmental Quality (TCEQ)

Colorado Department of Public Health and Environment (CDPHE)

Environmental Protection Agency, Office of Res. and Dev.

National Center for Atmospheric Research

National Science Foundation

National Oceanic and Atmospheric Administration

National Park Service

University of Maryland, College Park; Howard University

University of California, Davis; University of California, Irvine

University of Houston; Rice University; University of Texas;

Baylor University; Princeton

University of Colorado-Boulder; Colorado State University

Thanks to Partners

Page 3: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

Deriving Information on Surface Conditions from Column

and VERtically Resolved Observations Relevant to Air Quality

A NASA Earth Venture campaign intended to improve

the interpretation of satellite observations to diagnose

near-surface conditions relating to air quality

Objectives:

1. Relate column observations to surface conditions for

aerosols and key trace gases O3, NO2, and CH2O

2. Characterize differences in diurnal variation of surface and

column observations for key trace gases and aerosols

3. Examine horizontal scales of variability affecting satellites

and model calculations

Investigation Overview

3

Page 4: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

Deployment Strategy

Systematic and concurrent observation of column-integrated, surface, and

vertically-resolved distributions of aerosols and trace gases relevant to air quality

as they evolve throughout the day.

4

NASA UC-12 (Remote sensing)

Continuous mapping of aerosols

with HSRL and trace gas columns

with ACAM

NASA P-3B (in situ meas.)

In situ profiling of aerosols and

trace gases over surface

measurement sites

Ground sites

In situ trace gases and aerosols

Remote sensing of trace gas and

aerosol columns

Ozonesondes

Aerosol lidar observations

Three major observational

components:

Page 5: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Deployment Locations

Maryland, July 2011 Houston, September 2013

California, Jan-Feb 2013 Colorado, Jul-Aug 2014

Page 6: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

6 Taken from Fishman et al., BAMS, 2008

Predicted NO2 Column Behavior

Page 7: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

7 Taken from Boersma et al., JGR, 2008

Emissions

Photochemical

Loss

NO2 Column

NO2:NOx

Predicted NO2 Column Behavior

Page 8: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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1 x 1015 mol/cm2 = 0.037 DU

Pandora Statistics-Maryland

Median and inner quartile values plotted

Page 9: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Average Profiles-Maryland

Page 10: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Pandora Statistics-Houston

Page 11: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Pandora Statistics-California

Page 12: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Profile Statistics-California

Page 13: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Profile Statistics-California

Page 14: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Profile Statistics-California

Page 15: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Pandora Statistics-Colorado

Page 16: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Pandora Statistics-Colorado

Page 17: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Pandora vs Surface-Colorado

Page 18: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Profiles, 26-29 July-Maryland

Page 19: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Anticipated TEMPO sensitivity for CH2O

from geostationary orbit

P-3B Integrated Column Densities

Page 20: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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P-3B Integrated Column Densities

Page 21: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Houston, 25 September

Page 22: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Houston, 26 September

Page 23: Challenges and opportunities for remote sensing of air ... · 1 Jim Crawford1, Ken Pickering2, Bruce Anderson 1, Andreas Beyersdorf , Gao Chen 1, Richard Clark3, Ron Cohen4, Glenn

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Summary

1. DISCOVER-AQ has collected a dataset of unprecedented

detail on the diurnal trends in air quality as it is discerned from

in situ and remote sensing methods.

2. NO2 columns exhibit both unexpected and diverse diurnal

trends that are consistent with vertically resolved profiles.

3. Correlations between column CH2O and O3 present an

encouraging prospect for using satellite observations of CH2O

as a proxy for boundary layer O3 production.