Randall V. Martin

ORCID: 0000-0003-2632-8402
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About
Contact & Profiles
Research Areas
  • Atmospheric chemistry and aerosols
  • Air Quality and Health Impacts
  • Atmospheric and Environmental Gas Dynamics
  • Atmospheric Ozone and Climate
  • Air Quality Monitoring and Forecasting
  • Climate Change and Health Impacts
  • Atmospheric aerosols and clouds
  • Energy and Environment Impacts
  • Vehicle emissions and performance
  • Noise Effects and Management
  • COVID-19 impact on air quality
  • Urban Transport and Accessibility
  • Global Health Care Issues
  • Climate variability and models
  • Environmental Justice and Health Disparities
  • Health disparities and outcomes
  • Energy, Environment, and Transportation Policies
  • Marine and coastal ecosystems
  • Geochemistry and Geologic Mapping
  • Calibration and Measurement Techniques
  • Mercury impact and mitigation studies
  • Global Public Health Policies and Epidemiology
  • Urban Green Space and Health
  • Meteorological Phenomena and Simulations
  • Sustainable Development and Environmental Policy

Washington University in St. Louis
2007-2025

Dalhousie University
2015-2025

Indian Institute of Technology Delhi
2024

Chinese Academy of Forestry
2023

South China Botanical Garden
2023

Research Institute of Tropical Forestry
2023

Center for Astrophysics Harvard & Smithsonian
2013-2022

Smithsonian Astrophysical Observatory
2004-2022

Columbia University
2022

Public Health Ontario
2013-2022

Exposure to ambient fine particulate matter (PM2.5) is a major global health concern. Quantitative estimates of attributable mortality are based on disease-specific hazard ratio models that incorporate risk information from multiple PM2.5 sources (outdoor and indoor air pollution use solid fuels secondhand active smoking), requiring assumptions about equivalent exposure toxicity. We relax these contentious by constructing PM2.5-mortality function only cohort studies outdoor covers the range....

10.1073/pnas.1803222115 article EN cc-by-nc-nd Proceedings of the National Academy of Sciences 2018-09-04

The Georgia Institute of Technology–Goddard Global Ozone Chemistry Aerosol Radiation and Transport (GOCART) model is used to simulate the aerosol optical thickness τ for major types tropospheric aerosols including sulfate, dust, organic carbon (OC), black (BC), sea salt. GOCART uses a dust emission algorithm that quantifies source as function degree topographic depression, biomass burning includes seasonal interannual variability based on satellite observations. Results presented here show...

10.1175/1520-0469(2002)059<0461:taotft>2.0.co;2 article EN other-oa Journal of the Atmospheric Sciences 2002-02-01

Epidemiologic and health impact studies of fine particulate matter with diameter < 2.5 microm (PM2.5) are limited by the lack monitoring data, especially in developing countries. Satellite observations offer valuable global information about PM2.5 concentrations.In this study, we developed a technique for estimating surface concentrations from satellite observations.We mapped ground-level using total column aerosol optical depth (AOD) MODIS (Moderate Resolution Imaging Spectroradiometer)...

10.1289/ehp.0901623 article EN public-domain Environmental Health Perspectives 2010-03-16

Exposure to ambient air pollution is a major risk factor for global disease. Assessment of the impacts on population health and evaluation trends relative other factors requires regularly updated, accurate, spatially resolved exposure estimates. We combined satellite-based estimates, chemical transport model simulations, ground measurements from 79 different countries produce estimates annual average fine particle (PM2.5) ozone concentrations at 0.1° × spatial resolution five-year intervals...

10.1021/acs.est.5b03709 article EN Environmental Science & Technology 2015-11-23

We estimated global fine particulate matter (PM2.5) concentrations using information from satellite-, simulation- and monitor-based sources by applying a Geographically Weighted Regression (GWR) to geophysically based satellite-derived PM2.5 estimates. Aerosol optical depth multiple satellite products (MISR, MODIS Dark Target, SeaWiFS Deep Blue, MAIAC) was combined with simulation (GEOS-Chem) upon their relative uncertainties as determined ground-based sun photometer (AERONET) observations...

10.1021/acs.est.5b05833 article EN Environmental Science & Technology 2016-03-08

More than a decade of satellite observations offers global information about the trend and magnitude human exposure to fine particulate matter (PM2.5).In this study, we developed improved estimates ambient PM2.5 mass using concentrations inferred from multiple instruments.We combined three satellite-derived sources produce at 10 km × 1998 through 2012. For each source, related total column retrievals aerosol optical depth near-ground GEOS-Chem chemical transport model represent local...

10.1289/ehp.1408646 article EN public-domain Environmental Health Perspectives 2014-10-24

We present a methodology for estimating the seasonal and interannual variation of biomass burning designed use in global chemical transport models. The average is estimated from 4 years fire‐count data Along Track Scanning Radiometer (ATSR) 1–2 similar Advanced Very High Resolution (AVHRR) World Fire Atlases. Total Ozone Mapping Spectrometer (TOMS) Aerosol Index (AI) product as surrogate to estimate variability six regions: Southeast Asia, Indonesia Malaysia, Brazil, Central America Mexico,...

10.1029/2002jd002378 article EN Journal of Geophysical Research Atmospheres 2003-01-16

Ambient air pollution is associated with numerous adverse health impacts. Previous assessments of global attributable disease burden have been limited to urban areas or by coarse spatial resolution concentration estimates. Recent developments in remote sensing, chemical-transport models, and improvements coverage surface measurements facilitate virtually complete spatially resolved pollutant We combined these data generate estimates long-term average ambient concentrations fine particles...

10.1021/es2025752 article EN Environmental Science & Technology 2011-12-08

We use tropospheric NO 2 columns from the Global Ozone Monitoring Experiment (GOME) satellite instrument to derive top‐down constraints on emissions of nitrogen oxides (NO x ≡ + ), and combine these with a priori information bottom‐up emission inventory (with error weighting) achieve an optimized posteriori estimate global distribution surface emissions. Our GOME retrieval improves previous work by accounting for scattering absorption radiation aerosols; effect air mass factor (AMF) ranges...

10.1029/2003jd003453 article EN Journal of Geophysical Research Atmospheres 2003-09-04

Exposure to outdoor fine particulate matter (PM2.5) is a leading risk factor for mortality. We develop global estimates of annual PM2.5 concentrations and trends 1998-2018 using advances in satellite observations, chemical transport modeling, ground-based monitoring. Aerosol optical depths (AODs) from advanced products including finer resolution, increased coverage, improved long-term stability are combined related surface geophysical relationships between AOD simulated by the GEOS-Chem...

10.1021/acs.est.0c01764 article EN publisher-specific-oa Environmental Science & Technology 2020-06-03

An accurate fine-resolution surface of the chemical composition fine particulate matter (PM2.5) would offer valuable information for epidemiological studies and health impact assessments. We develop geoscience-derived estimates PM2.5 from a transport model (GEOS-Chem) satellite observations aerosol optical depth, statistically fuse these with ground-based using geographically weighted regression over North America to produce spatially complete representation sulfate, nitrate, ammonium, black...

10.1021/acs.est.8b06392 article EN publisher-specific-oa Environmental Science & Technology 2019-01-30

We evaluate the sensitivity of tropospheric OH, O 3 , and precursors to photochemical effects aerosols not usually included in global models: (1) aerosol scattering absorption ultraviolet radiation (2) reactive uptake HO 2 NO . Our approach is couple a 3‐D model chemistry (GEOS‐CHEM) with fields from (GOCART). Reactive by computed using reaction probabilities recent review (γ HO2 = 0.2, γ NO2 10 −4 NO3 −3 ). Aerosols decrease → O( 1 D) photolysis frequency 5–20% at surface throughout...

10.1029/2002jd002622 article EN Journal of Geophysical Research Atmospheres 2003-02-05

We use a global three‐dimensional model (GEOS‐CHEM) to better quantify the sources of elemental carbon (EC) and organic (OC) aerosols in United States through simulation year‐round observations for 1998 at network 45 sites (Interagency Monitoring Protected Visual Environments (IMPROVE)). Simulation with our best priori understanding sources, including satellite data constrain fire emissions, captures most variance (R 2 = 0.84 EC, 0.67 OC) low bias 15% EC 26% OC. Multiple linear regression...

10.1029/2002jd003190 article EN Journal of Geophysical Research Atmospheres 2003-06-20

Few cohort studies have evaluated the risk of mortality associated with long-term exposure to fine particulate matter [≤ 2.5 μm in aerodynamic diameter (PM(2.5))]. This is first national-level study investigate these risks Canada.We investigated association between ambient PM(2.5) and cardiovascular nonimmigrant Canadian adults.We assigned estimates derived from satellite observations a 2.1 million adults who 1991 were among 20% population mandated provide detailed census data. We identified...

10.1289/ehp.1104049 article EN public-domain Environmental Health Perspectives 2012-02-07

We present a new formulation for the air mass factor (AMF) to convert slant column measurements of optically thin atmospheric species from space into total vertical columns. Because scattering, AMF depends on distribution species. formulate as integral relative (shape factor) over depth atmosphere, weighted by altitude‐dependent coefficients (scattering weights) computed independently radiative transfer model. The scattering weights are readily tabulated, and one can then obtain any...

10.1029/2000jd900772 article EN Journal of Geophysical Research Atmospheres 2001-07-01

10.1016/j.atmosenv.2008.07.018 article EN Atmospheric Environment 2008-07-28

We assess the relationship of ground‐level fine particulate matter (PM 2.5 ) concentrations for 2000–2001 measured as part Canadian National Air Pollution Surveillance (NAPS) network and U.S. Quality System (AQS), versus remote‐sensed PM determined from aerosol optical depths (AOD) by Moderate Resolution Imaging Spectroradiometer (MODIS) Multiangle (MISR) satellite instruments. A global chemical transport model (GEOS‐CHEM) is used to simulate factors affecting relation between AOD . AERONET...

10.1029/2005jd006996 article EN Journal of Geophysical Research Atmospheres 2006-11-02

Abstract. Soils have been identified as a major source (~15%) of global nitrogen oxide (NOx) emissions. Parameterizations soil NOx emissions (SNOx) commonly used in the current generation chemical transport models were designed to capture mean seasonal behaviour. These parameterizations do not, however, respond quantitatively meteorological triggers that are observed result pulsed SNOx. Here we present new parameterization SNOx implemented within model (GEOS-Chem). The represents available...

10.5194/acp-12-7779-2012 article EN cc-by Atmospheric chemistry and physics 2012-08-30

We present a retrieval of tropospheric nitrogen dioxide (NO 2 ) columns from the Global Ozone Monitoring Experiment (GOME) satellite instrument that improves in several ways over previous retrievals, especially accounting Rayleigh and cloud scattering. Slant columns, which are directly fitted without low‐pass filtering or spectral smoothing, corrected for an artificial offset likely induced by structure on diffuser plate GOME instrument. The stratospheric column is determined NO remote...

10.1029/2001jd001027 article EN Journal of Geophysical Research Atmospheres 2002-10-25

BackgroundFew studies examining the associations between long-term exposure to ambient air pollution and mortality have considered multiple pollutants when assessing changes in due residential mobility during follow-up.ObjectiveWe investigated cause-specific concentrations of fine particulate matter (≤ 2.5 μm; PM2.5), ozone (O3), nitrogen dioxide (NO2) a national cohort about million Canadians.MethodsWe assigned estimates annual these postal codes subjects for each year 16 years follow-up....

10.1289/ehp.1409276 article EN public-domain Environmental Health Perspectives 2015-11-01

Annual global satellite-based estimates of fine particulate matter (PM2.5) are widely relied upon for air-quality assessment. Here, we develop and apply a methodology monthly uncertainties during the period 1998–2019, which combines satellite retrievals aerosol optical depth, chemical transport modeling, ground-based measurements to allow characterization seasonal episodic exposure, as well aid management. Many densely populated regions have their highest PM2.5 concentrations in winter,...

10.1021/acs.est.1c05309 article EN cc-by-nc-nd Environmental Science & Technology 2021-11-01
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