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Title: Revealing important nocturnal and day-to-day variations in fire smoke emissions through a multiplatform inversion

Journal Article · · Geophysical Research Letters
DOI:https://doi.org/10.1002/2015GL063737· OSTI ID:1239595
 [1];  [2];  [3];  [4];  [4];  [4];  [5];  [4];  [4];  [4];  [6];  [6];  [7];  [7];  [8];  [9];  [9];  [10];  [11]; ORCiD logo [11] more »;  [12];  [13];  [6];  [14];  [1] « less
  1. Univ. of Iowa, Iowa City, IA (United States)
  2. National Research Council, Monterey, CA (United States)
  3. NASA Goddard Space Flight Center (GSFC), Greenbelt, MD (United States)
  4. NASA Langley Research Center, Hampton, VA (United States)
  5. National Inst. of Aerospace, Hampton, VA (United States)
  6. Univ. of Colorado, Boulder, CO (United States)
  7. National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States)
  8. National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States); Environment Canada, Toronto, ON (Canada)
  9. NASA Ames, Moffett Field, CA (United States)
  10. NASA Ames, Moffett Field, CA (United States); Bay Area Environmental Research Institute, Petaluma, CA (United States)
  11. Argonne National Lab. (ANL), Argonne, IL (United States)
  12. Univ. of New Hampshire, Durham, NH (United States)
  13. Univ. of Montana, Missoula, MT (United States)
  14. Naval Research Lab., Monterey, CA (United States)

We couple airborne, ground-based, and satellite observations; conduct regional simulations; and develop and apply an inversion technique to constrain hourly smoke emissions from the Rim Fire, the third largest observed in California, USA. Emissions constrained with multiplatform data show notable nocturnal enhancements (sometimes over a factor of 20), correlate better with daily burned area data, and are a factor of 2–4 higher than a priori estimates, highlighting the need for improved characterization of diurnal profiles and day-to-day variability when modeling extreme fires. Constraining only with satellite data results in smaller enhancements mainly due to missing retrievals near the emissions source, suggesting that top-down emission estimates for these events could be underestimated and a multiplatform approach is required to resolve them. As a result, predictions driven by emissions constrained with multiplatform data present significant variations in downwind air quality and in aerosol feedback on meteorology, emphasizing the need for improved emissions estimates during exceptional events.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Organization:
National Aeronautics and Space Administration (NASA); National Institutes of Health (NIH); National Science Foundation (NSF); USEPA; National Center for Research Resouces
Grant/Contract Number:
AC02-06CH11357; 1049140 NCE; NNX11AI52G; NNH12AT27i; NNX12AC03G; NNX12AC20G; NNX12AC64G; UL1RR024979
OSTI ID:
1239595
Journal Information:
Geophysical Research Letters, Vol. 42, Issue 9; ISSN 0094-8276
Publisher:
American Geophysical UnionCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 67 works
Citation information provided by
Web of Science

References (43)

An approach to estimate global biomass burning emissions of organic and black carbon from MODIS fire radiative power journal January 2009
The Tropical Forest and Fire Emissions Experiment: overview and airborne fire emission factor measurements journal January 2007
The Fire INventory from NCAR (FINN): a high resolution global model to estimate the emissions from open burning journal January 2011
Adjoint inverse modeling of black carbon during the Asian Pacific Regional Aerosol Characterization Experiment: ADJOINT INVERSE MODELING OF BLACK CARBON journal July 2005
Airborne tunable diode laser sensor for high-precision concentration and flux measurements of carbon monoxide and methane
  • Sachse, Glen W.; Collins, Jr., Jim E.; Hill, G. F.
  • Optics, Electro-Optics, and Laser Applications in Science and Engineering, SPIE Proceedings https://doi.org/10.1117/12.46162
conference May 1991
Aged boreal biomass burning aerosol size distributions from BORTAS 2011 journal January 2014
Field-Deployable, High-Resolution, Time-of-Flight Aerosol Mass Spectrometer journal December 2006
Global estimates of CO sources with high resolution by adjoint inversion of multiple satellite datasets (MOPITT, AIRS, SCIAMACHY, TES) journal January 2010
Estimating aerosol emissions by assimilating observed aerosol optical depth in a global aerosol model journal January 2012
Constraining CO 2 emissions from open biomass burning by satellite observations of co-emitted species: a method and its application to wildfires in Siberia journal January 2014
Estimating global black carbon emissions using a top-down Kalman Filter approach: ESTIMATING GLOBAL BLACK CARBON EMISSIONS journal January 2014
Fully coupled “online” chemistry within the WRF model journal December 2005
Biomass burning emissions estimated with a global fire assimilation system based on observed fire radiative power journal January 2012
An emerging ground-based aerosol climatology: Aerosol optical depth from AERONET journal June 2001
Effects of biomass burning on climate, accounting for heat and moisture fluxes, black and brown carbon, and cloud absorption effects: Effects of biomass burning on climate journal July 2014
Atmospheric inversion of SO 2 and primary aerosol emissions for the year 2010 journal January 2013
Fast-response, high-precision carbon monoxide sensor using a tunable diode laser absorption technique journal January 1987
Evolution of ozone, particulates, and aerosol direct radiative forcing in the vicinity of Houston using a fully coupled meteorology-chemistry-aerosol model journal January 2006
Characterizing the Aging of Biomass Burning Organic Aerosol by Use of Mixing Ratios: A Meta-analysis of Four Regions journal November 2012
Preliminary Evaluation of the Community Multiscale Air Quality Model for 2002 over the Southeastern United States journal November 2005
Inverse modeling of biomass burning emissions using Total Ozone Mapping Spectrometer aerosol index for 1997 journal January 2005
Using SEVIRI fire observations to drive smoke plumes in the CMAQ air quality model: the case of Antalya in 2008 journal January 2015
Model for Simulating Aerosol Interactions and Chemistry (MOSAIC) journal January 2008
Quantifying CO emissions from the 2004 Alaskan wildfires using MOPITT CO data journal January 2005
Including the sub-grid scale plume rise of vegetation fires in low resolution atmospheric transport models journal January 2007
The amount of carbon released from peat and forest fires in Indonesia during 1997 journal November 2002
Human amplification of drought-induced biomass burning in Indonesia since 1960 journal February 2009
A new lumped structure photochemical mechanism for large-scale applications journal December 1999
Inclusion of biomass burning in WRF-Chem: impact of wildfires on weather forecasts journal January 2011
Top-down estimates of biomass burning emissions of black carbon in the Western United States journal January 2014
Constraining black carbon aerosol over Southeast Asia using OMI aerosol absorption optical depth and the adjoint of GEOS-Chem journal January 2014
Warming and Earlier Spring Increase Western U.S. Forest Wildfire Activity journal August 2006
Effects of aging on organic aerosol from open biomass burning smoke in aircraft and laboratory studies journal January 2011
Daily and 3-hourly variability in global fire emissions and consequences for atmospheric model predictions of carbon monoxide: DAILY AND HOURLY GLOBAL FIRE EMISSIONS journal December 2011
Near-real-time global biomass burning emissions product from geostationary satellite constellation: GLOBAL BIOMASS BURNING EMISSIONS journal July 2012
Sensitivity of mesoscale modeling of smoke direct radiative effect to the emission inventory: a case study in northern sub-Saharan African region journal July 2014
Changes in nitrogen oxides emissions in California during 2005-2010 indicated from top-down and bottom-up emission estimates: California NOx Emission Changes 2005-10 journal November 2014
Central American biomass burning smoke can increase tornado severity in the U.S.: Smoke can increase tornado severity journal February 2015
Simulating smoke transport from wildland fires with a regional-scale air quality model: Sensitivity to uncertain wind fields: PM journal June 2013
Variational estimates of black carbon emissions in the western United States journal January 2014
Time-dependent inversion estimates of global biomass-burning CO emissions using Measurement of Pollution in the Troposphere (MOPITT) measurements journal January 2006
The use of satellite-measured aerosol optical depth to constrain biomass burning emissions source strength in the global model GOCART: MODIS AOD TO CONSTRAIN BB EMISSIONS journal September 2012
Airborne observations of aerosol extinction by in situ and remote-sensing techniques: Evaluation of particle hygroscopicity: AIRBORNE PARTICLE HYGROSCOPICITY journal January 2013

Cited By (18)

Environmental Conditions, Ignition Type, and Air Quality Impacts of Wildfires in the Southeastern and Western United States journal October 2018
Spatiotemporal visibility characteristics impacted by forest and land fire over airports in sumatera and borneo Island, Indonesia journal September 2019
New Tropical Peatland Gas and Particulate Emissions Factors Indicate 2015 Indonesian Fires Released Far More Particulate Matter (but Less Methane) than Current Inventories Imply journal March 2018
Correcting Swath-Dependent Bias of MODIS FRP Observations With Quantile Mapping journal May 2019
Sources, seasonality, and trends of southeast US aerosol: an integrated analysis of surface, aircraft, and satellite observations with the GEOS-Chem chemical transport model journal January 2015
Two global data sets of daily fire emission injection heights since 2003 journal January 2017
Connecting smoke plumes to sources using Hazard Mapping System (HMS) smoke and fire location data over North America journal January 2018
In situ measurements of angular-dependent light scattering by aerosols over the contiguous United States journal January 2018
In situ measurements of trace gases, PM, and aerosol optical properties during the 2017 NW US wildfire smoke event journal January 2019
Six global biomass burning emission datasets: intercomparison and application in one global aerosol model journal January 2020
Global fire emissions estimates during 1997–2016 journal January 2017
The FireWork air quality forecast system with near-real-time biomass burning emissions: Recent developments and evaluation of performance for the 2015 North American wildfire season text January 2016
An intercomparison of aerosol absorption measurements conducted during the SEAC4RS campaign text January 2018
An intercomparison of aerosol absorption measurements conducted during the SEAC 4 RS campaign journal August 2018
Connecting smoke plumes to sources using Hazard Mapping System (HMS) smoke and fire location data over North America posted_content June 2017
The FireWork air quality forecast system with near-real-time biomass burning emissions: Recent developments and evaluation of performance for the 2015 North American wildfire season text January 2016
Sources, seasonality, and trends of southeast US aerosol: An integrated analysis of surface, aircraft, and satellite observations with the GEOS-Chem chemical transport model text January 2015
The FireWork air quality forecast system with near-real-time biomass burning emissions: Recent developments and evaluation of performance for the 2015 North American wildfire season journal March 2016

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