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Title: Aerosols from anthropogenic and biogenic sources and their interactions – modeling aerosol formation, optical properties, and impacts over the central Amazon basin

Journal Article · · Atmospheric Chemistry and Physics (Online)
ORCiD logo [1];  [2];  [3];  [4]; ORCiD logo [5];  [6]; ORCiD logo [3]; ORCiD logo [7];  [3]; ORCiD logo [3];  [8]; ORCiD logo [9]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]
  1. National Institute for Amazonian Research Manaus, AM (Brazil); Amazonas State University, Manaus, AM (Brazil)
  2. Univ. of Colorado, Boulder, CO (United States); National Oceanic and Atmospheric Administration (NOAA), Boulder, CO (United States). Earth System Research Lab.
  3. Univ. of Sao Paulo (Brazil)
  4. Colorado State Univ., Fort Collins, CO (United States)
  5. Federal Univ. of São Paulo, SP (Brazil)
  6. National Institute for Space Research, São Paulo, SP (Brazil)
  7. Federal Univ. of Alagoas, Maceió, AL (Brazil); Federal University of Campina Grande, PB (Brazil)
  8. Federal Univ. of Uberlândia, MG, (Brazil); Univ. of Sao Paulo (Brazil)
  9. Federal University of Pará, PA (Brazil)

The Green Ocean Amazon experiment – GoAmazon 2014–2015 – explored the interactions between natural biogenic forest emissions from central Amazonia and urban air pollution from Manaus. Previous GoAmazon 2014–2015 studies showed that nitrogen oxide (NOx = NO + NO2) and sulfur oxide (SOx) emissions from Manaus strongly interact with biogenic volatile organic compounds (BVOCs), affecting secondary organic aerosol (SOA) formation. In previous studies, ground-based and aircraft measurements provided evidence of SOA formation and strong changes in aerosol composition and properties. Aerosol optical properties also evolve, and their impacts on the Amazonian ecosystem can be significant. As particles age, some processes, such as SOA production, black carbon (BC) deposition, particle growth and the BC lensing effect change the aerosol optical properties, affecting the solar radiation flux at the surface. This study analyzes data and models SOA formation using the Weather Research and Forecasting with Chemistry (WRF-Chem) model to assess the spatial variability in aerosol optical properties as the Manaus plumes interact with the natural atmosphere. The following aerosol optical properties are investigated: single scattering albedo (SSA), asymmetry parameter (gaer), absorption Ångström exponent (AAE) and scattering Ångström exponent (SAE). These simulations were validated using ground-based measurements at three experimental sites, namely the Amazon Tall Tower Observatory – ATTO (T0a), downtown Manaus (T1), Tiwa Hotel (T2) and Manacapuru (T3), as well as the U.S. Department of Energy (DOE) Gulfstream 1 (G-1) aircraft flights. WRF-Chem simulations were performed over 7 d during March 2014. Results show a mean biogenic SOA (BSOA) mass enrichment of 512 % at the T1 site, 450 % in regions downwind of Manaus, such as the T3 site, and 850 % in areas north of the T3 site in simulations with anthropogenic emissions. The SOA formation is rather fast, with about 80 % of the SOA mass produced in 3–4 h. Comparing the plume from simulations with and without anthropogenic emissions, SSA shows a downwind reduction of approximately 10 %, 11 % and 6 % at the T1, T2 and T3 sites, respectively. Other regions, such as those further downwind of the T3 site, are also affected. The gaer values increased from 0.62 to 0.74 at the T1 site and from 0.67 to 0.72 at the T3 site when anthropogenic emissions are active. During the Manaus plume-aging process, a plume tracking analysis shows an increase in SSA from 0.91 close to Manaus to 0.98 160 km downwind of Manaus as a result of SOA production and BC deposition.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Atmospheric Radiation Measurement (ARM) Data Center
Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Contributing Organization:
Pacific Northwest National Laboratory (PNNL); Brookhaven National Laboratory (BNL); Argonne National Laboratory (ANL); Oak Ridge National Laboratory (ORNL)
Grant/Contract Number:
AC05-76RL01830
OSTI ID:
1784268
Journal Information:
Atmospheric Chemistry and Physics (Online), Vol. 21, Issue 9; ISSN 1680-7324
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
United States
Language:
English

References (92)

Contributions of mobile, stationary and biogenic sources to air pollution in the Amazon rainforest: a numerical study with the WRF-Chem model journal January 2017
A volatility basis set model for summertime secondary organic aerosols over the eastern United States in 2006: A VOLATILITY BASIS SET MODEL FOR SOA journal March 2012
Characterization of atmospheric aerosols in the city of São Paulo, Brazil: comparisons between polluted and unpolluted periods journal April 2011
Seasonality of isoprenoid emissions from a primary rainforest in central Amazonia journal January 2016
Leaf phenology as one important driver of seasonal changes in isoprene emissions in central Amazonia journal January 2018
Carbon monoxide and related trace gases and aerosols over the Amazon Basin during the wet and dry seasons journal January 2012
The Amazon Tall Tower Observatory (ATTO): overview of pilot measurements on ecosystem ecology, meteorology, trace gases, and aerosols journal January 2015
Aerosol characteristics and sources for the Amazon Basin during the wet season journal January 1990
Fine mode aerosol composition at three long-term atmospheric monitoring sites in the Amazon Basin journal January 1994
Physical and chemical properties of aerosols in the wet and dry seasons in Rondônia, Amazonia journal January 2002
Atmospheric aerosols in Amazonia and land use change: from natural biogenic to biomass burning conditions journal January 2013
On the diurnal cycle of urban aerosols, black carbon and the occurrence of new particle formation events in springtime São Paulo, Brazil journal January 2012
Wet scavenging of soluble gases in DC3 deep convective storms using WRF‐Chem simulations and aircraft observations journal April 2016
Transport of North African dust from the Bodélé depression to the Amazon Basin: a case study journal January 2010
FCM: The fuzzy c-means clustering algorithm journal January 1984
Physical–chemical characterisation of the particulate matter inside two road tunnels in the São Paulo Metropolitan Area journal January 2013
Ground-based aerosol characterization during the South American Biomass Burning Analysis (SAMBBA) field experiment journal January 2014
Understanding the optical properties of ambient sub- and supermicron particulate matter: results from the CARES 2010 field study in northern California journal January 2016
Observational analysis of the daily cycle of the planetary boundary layer in the central Amazon during a non-El Niño year and El Niño year (GoAmazon project 2014/5) journal January 2020
Relating aerosol absorption due to soot, organic carbon, and dust to emission sources determined from in-situ chemical measurements journal January 2013
Submicron particle mass concentrations and sources in the Amazonian wet season (AMAZE-08) journal January 2015
Observations of Manaus urban plume evolution and interaction with biogenic emissions in GoAmazon 2014/5 journal October 2018
The effect of atmospheric aerosol particles and clouds on net ecosystem exchange in the Amazon journal January 2014
Real‐time and retrospective forcing in the North American Land Data Assimilation System (NLDAS) project journal October 2003
Urban influence on the concentration and composition of submicron particulate matter in central Amazonia journal January 2018
Contributions of biomass-burning, urban, and biogenic emissions to the concentrations and light-absorbing properties of particulate matter in central Amazonia during the dry season journal January 2019
Observational evidence of the urban heat island of Manaus City, Brazil journal August 2012
Influence of local circulations on wind, moisture, and precipitation close to Manaus City, Amazon Region, Brazil journal December 2014
Demonstration of a global modeling methodology to determine the relative importance of local and long-distance sources journal February 2007
The "dual-spot" Aethalometer: an improved measurement of aerosol black carbon with real-time loading compensation journal January 2015
A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements journal August 2000
MIRAGE: Model description and evaluation of aerosols and trace gases journal January 2004
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
Uma revisão geral sobre o clima da Amazônia journal June 1998
Effect of aerosol-radiation feedback on regional air quality – A case study with WRF/Chem journal June 2012
Elemental Mixing State of Aerosol Particles Collected in Central Amazonia during GoAmazon2014/15 journal September 2017
Composition and diurnal variability of the natural Amazonian aerosol: DIURNAL VARIABILITY OF AMAZONIAN AEROSOL journal December 2003
Organic compounds present in the natural Amazonian aerosol: Characterization by gas chromatography-mass spectrometry: ORGANIC COMPOUNDS IN AMAZONIAN AEROSOLS journal December 2003
Fully coupled “online” chemistry within the WRF model journal December 2005
A scale and aerosol aware stochastic convective parameterization for weather and air quality modeling journal January 2014
Airborne observations reveal elevational gradient in tropical forest isoprene emissions journal May 2017
Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature) journal January 2006
Estimates of the direct and indirect radiative forcing due to tropospheric aerosols: A review journal November 2000
An intensive study of aerosol optical properties in Beijing urban area journal January 2009
Influx of African biomass burning aerosol during the Amazonian dry season through layered transatlantic transport of black carbon-rich smoke journal January 2020
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models journal January 2008
A Revised Scheme for the WRF Surface Layer Formulation journal March 2012
The regime of aerosol asymmetry parameter over Europe, the Mediterranean and the Middle East based on MODIS satellite data: evaluation against surface AERONET measurements journal January 2015
Chemistry of secondary organic aerosol: Formation and evolution of low-volatility organics in the atmosphere journal May 2008
Impact of Manaus City on the Amazon Green Ocean atmosphere: ozone production, precursor sensitivity and aerosol load journal January 2010
Absorption and scattering properties of organic carbon versus sulfate dominant aerosols at Gosan climate observatory in Northeast Asia journal January 2014
Mesoscale circulations and atmospheric CO 2 variations in the Tapajós Region, Pará, Brazil journal January 2005
Photodissociation in the atmosphere: 1. Actinic flux and the effects of ground reflections and clouds journal January 1987
Climatic Impacts of “Friagens” in Forested and Deforested Areas of the Amazon Basin journal November 1997
Analysis of Suspended Sediment in the Anavilhanas Archipelago, Rio Negro, Amazon Basin journal April 2020
Introduction: Observations and Modeling of the Green Ocean Amazon (GoAmazon2014/5) journal January 2016
Corrigendum to "An overview of the Amazonian Aerosol Characterization Experiment 2008 (AMAZE-08)" published in Atmos. Chem. Phys., 10, 11415–11438, 2010 journal January 2010
The Green Ocean Amazon Experiment (GoAmazon2014/5) Observes Pollution Affecting Gases, Aerosols, Clouds, and Rainfall over the Rain Forest journal May 2017
Emission Factors for Gas-Powered Vehicles Traveling Through Road Tunnels in São Paulo, Brazil journal November 2006
Power plant fuel switching and air quality in a tropical, forested environment journal January 2017
Beiträge zur Optik trüber Medien, speziell kolloidaler Metallösungen journal January 1908
Physicochemical characteristics of atmospheric aerosol during winter in the São Paulo Metropolitan area in Brazil journal October 2005
Long-term study on coarse mode aerosols in the Amazon rain forest with the frequent intrusion of Saharan dust plumes journal January 2018
Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes journal March 2009
Characterization and intercomparison of aerosol absorption photometers: result of two intercomparison workshops journal January 2011
Simulating the Formation of Semivolatile Primary and Secondary Organic Aerosol in a Regional Chemical Transport Model journal July 2009
Long Term Analysis of Optical and Radiative Properties of Aerosols in the Amazon Basin journal January 2020
Secondary organic aerosol formation from ambient air in an oxidation flow reactor in central Amazonia journal January 2018
The impacts of reactive terpene emissions from plants on air quality in Las Vegas, Nevada journal September 2009
The Amazon river breeze and the local boundary layer: I. Observations journal February 1993
Land cover and its transformation in the backward trajectory footprint region of the Amazon Tall Tower Observatory journal January 2019
Long-term observations of cloud condensation nuclei over the Amazon rain forest – Part 2: Variability and characteristics of biomass burning, long-range transport, and pristine rain forest aerosols journal January 2018
Black carbon aerosol mass concentrations over Ahmedabad, an urban location in western India: Comparison with urban sites in Asia, Europe, Canada, and the United States journal January 2007
Fires increase Amazon forest productivity through increases in diffuse radiation journal June 2015
Spectral dependence of aerosol light absorption over the Amazon Basin journal January 2011
Long term measurements of aerosol optical properties at a primary forest site in Amazonia journal January 2013
Soluble iron nutrients in Saharan dust over the central Amazon rainforest journal January 2017
Optical properties of PM2.5 particles: Results from a monitoring campaign in southeastern Italy journal April 2019
Absorption Angstrom Exponent in AERONET and related data as an indicator of aerosol composition journal January 2010
Vehicular particulate matter emissions in road tunnels in Sao Paulo, Brazil journal January 2008
Black and brown carbon over central Amazonia: long-term aerosol measurements at the ATTO site journal January 2018
The relative and joint effect of rivers and urban area on a squall line in the Central Amazonia journal February 2021
Tropospheric Ozone Assessment Report: Database and Metrics Data of Global Surface Ozone Observations journal February 2017
Aircraft observations of the chemical composition and aging of aerosol in the Manaus urban plume during GoAmazon 2014/5 journal January 2018
Urban pollution greatly enhances formation of natural aerosols over the Amazon rainforest journal March 2019
River breeze circulation in eastern Amazonia: observations and modelling results journal April 2004
A hybrid modeling approach to resolve pollutant concentrations in an urban area journal December 2007
CCN activity and organic hygroscopicity of aerosols downwind of an urban region in central Amazonia: seasonal and diel variations and impact of anthropogenic emissions journal January 2017
Impact of the Manaus urban plume on trace gas mixing ratios near the surface in the Amazon Basin: Implications for the NO-NO 2 -O 3 photostationary state and peroxy radical levels : PHOTOSTATIONARY STATE IN THE AMAZON journal March 2012
Implementation and initial application of new chemistry-aerosol options in WRF/Chem for simulating secondary organic aerosols and aerosol indirect effects for regional air quality journal August 2015
Amazonian biogenic volatile organic compounds under global change journal June 2020
Size-Resolved Mass Balance of Aerosol Particles over the São Paulo Metropolitan Area of Brazil journal January 2004