A Distributed Network of 100 Black Carbon Sensors for 100 Days of Air Quality Monitoring in West Oakland, California

Caubel, Julien J.; Cados, Troy E.; Preble, Chelsea V.; Kirchstetter, Thomas W.

doi:10.1021/acs.est.9b00282

Title: A Distributed Network of 100 Black Carbon Sensors for 100 Days of Air Quality Monitoring in West Oakland, California

Journal Article · 18 June 2019 · Environmental Science and Technology

DOI: https://doi.org/10.1021/acs.est.9b00282 · OSTI ID:1527200

^[1]; Cados, Troy E. ^[2];

^[3]; Kirchstetter, Thomas W. ^[3]

Department of Mechanical Engineering, University of California, Berkeley, Berkeley, California 94720, United States, Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States
Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States, Department of Civil and Environmental Engineering, University of California, Berkeley, Berkeley, California 94720, United States

Not Available

View Journal Article

Cite

Export

Save

Research Organization:: Univ. of California, Berkeley, CA (United States)

Sponsoring Organization:: National Science Foundation; USDOE; USDOE Office of Environment, Health, Safety and Security (AU)

Grant/Contract Number:: AC02-05CH11231

OSTI ID:: 1527200

Journal Information:: Environmental Science and Technology, Journal Name: Environmental Science and Technology Journal Issue: 13 Vol. 53; ISSN 0013-936X

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (50)

Bounding the role of black carbon in the climate system: A scientific assessment: BLACK CARBON IN THE CLIMATE SYSTEM Bond, T. C.; Doherty, S. J.; Fahey, D. W. Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 11 https://doi.org/10.1002/jgrd.50171	journal	June 2013
Air pollution and health Brunekreef, Bert; Holgate, Stephen T. The Lancet, Vol. 360, Issue 9341 https://doi.org/10.1016/S0140-6736(02)11274-8	journal	October 2002
The Lancet Commission on pollution and health Landrigan, Philip J.; Fuller, Richard; Acosta, Nereus J. R. The Lancet, Vol. 391, Issue 10119 https://doi.org/10.1016/S0140-6736(17)32345-0	journal	February 2018
Global, regional, and national comparative risk assessment of 84 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016 Gakidou, Emmanuela; Afshin, Ashkan; Abajobir, Amanuel Alemu The Lancet, Vol. 390, Issue 10100 https://doi.org/10.1016/S0140-6736(17)32366-8	journal	September 2017
The air we breathe: differentials in global air quality monitoring Carvalho, Helotonio The Lancet Respiratory Medicine, Vol. 4, Issue 8 https://doi.org/10.1016/S2213-2600(16)30180-1	journal	August 2016
Controlled generation of black carbon particles from a diffusion flame and applications in evaluating black carbon measurement methods Kirchstetter, Thomas W.; Novakov, T. Atmospheric Environment, Vol. 41, Issue 9, p. 1874-1888 https://doi.org/10.1016/j.atmosenv.2006.10.067	journal	March 2007
Within-urban variability in ambient air pollution: Comparison of estimation methods Marshall, Julian D.; Nethery, Elizabeth; Brauer, Michael Atmospheric Environment, Vol. 42, Issue 6 https://doi.org/10.1016/j.atmosenv.2007.08.012	journal	February 2008
Black carbon concentrations and diesel vehicle emission factors derived from coefficient of haze measurements in California: 1967–2003 Kirchstetter, Thomas W.; Aguiar, Jeffery; Tonse, Shaheen Atmospheric Environment, Vol. 42, Issue 3 https://doi.org/10.1016/j.atmosenv.2007.09.063	journal	January 2008
Spatial gradients and source apportionment of volatile organic compounds near roadways Olson, David A.; Hammond, Davyda M.; Seila, Robert L. Atmospheric Environment, Vol. 43, Issue 35 https://doi.org/10.1016/j.atmosenv.2009.07.065	journal	November 2009
Contrast in air pollution components between major streets and background locations: Particulate matter mass, black carbon, elemental composition, nitrogen oxide and ultrafine particle number Boogaard, Hanna; Kos, Gerard P. A.; Weijers, Ernie P. Atmospheric Environment, Vol. 45, Issue 3 https://doi.org/10.1016/j.atmosenv.2010.10.033	journal	January 2011
The use of electrochemical sensors for monitoring urban air quality in low-cost, high-density networks Mead, M. I.; Popoola, O. A. M.; Stewart, G. B. Atmospheric Environment, Vol. 70 https://doi.org/10.1016/j.atmosenv.2012.11.060	journal	May 2013
Mobile monitoring for mapping spatial variation in urban air quality: Development and validation of a methodology based on an extensive dataset Van den Bossche, Joris; Peters, Jan; Verwaeren, Jan Atmospheric Environment, Vol. 105 https://doi.org/10.1016/j.atmosenv.2015.01.017	journal	March 2015
On-bicycle exposure to particulate air pollution: Particle number, black carbon, PM 2.5 , and particle size Hankey, Steve; Marshall, Julian D. Atmospheric Environment, Vol. 122 https://doi.org/10.1016/j.atmosenv.2015.09.025	journal	December 2015
When smoke gets in our eyes: The multiple impacts of atmospheric black carbon on climate, air quality and health Highwood, Eleanor J.; Kinnersley, Robert P. Environment International, Vol. 32, Issue 4 https://doi.org/10.1016/j.envint.2005.12.003	journal	May 2006
The rise of low-cost sensing for managing air pollution in cities Kumar, Prashant; Morawska, Lidia; Martani, Claudio Environment International, Vol. 75 https://doi.org/10.1016/j.envint.2014.11.019	journal	February 2015
Can commercial low-cost sensor platforms contribute to air quality monitoring and exposure estimates? Castell, Nuria; Dauge, Franck R.; Schneider, Philipp Environment International, Vol. 99 https://doi.org/10.1016/j.envint.2016.12.007	journal	February 2017
Mapping urban air quality in near real-time using observations from low-cost sensors and model information Schneider, Philipp; Castell, Nuria; Vogt, Matthias Environment International, Vol. 106 https://doi.org/10.1016/j.envint.2017.05.005	journal	September 2017
Improving estimates of air pollution exposure through ubiquitous sensing technologies de Nazelle, Audrey; Seto, Edmund; Donaire-Gonzalez, David Environmental Pollution, Vol. 176 https://doi.org/10.1016/j.envpol.2012.12.032	journal	May 2013
Methodology for setup and data processing of mobile air quality measurements to assess the spatial variability of concentrations in urban environments Van Poppel, Martine; Peters, Jan; Bleux, Nico Environmental Pollution, Vol. 183 https://doi.org/10.1016/j.envpol.2013.02.020	journal	December 2013
Deriving high-resolution urban air pollution maps using mobile sensor nodes Hasenfratz, David; Saukh, Olga; Walser, Christoph Pervasive and Mobile Computing, Vol. 16 https://doi.org/10.1016/j.pmcj.2014.11.008	journal	January 2015
Quantifying human exposure to air pollution—Moving from static monitoring to spatio-temporally resolved personal exposure assessment Steinle, Susanne; Reis, Stefan; Sabel, Clive Eric Science of The Total Environment, Vol. 443 https://doi.org/10.1016/j.scitotenv.2012.10.098	journal	January 2013
Gas sensor network for air-pollution monitoring Tsujita, Wataru; Yoshino, Akihito; Ishida, Hiroshi Sensors and Actuators B: Chemical, Vol. 110, Issue 2 https://doi.org/10.1016/j.snb.2005.02.008	journal	October 2005
Land Use Regression Models of On-Road Particulate Air Pollution (Particle Number, Black Carbon, PM _2.5 , Particle Size) Using Mobile Monitoring Hankey, Steve; Marshall, Julian D. Environmental Science & Technology, Vol. 49, Issue 15 https://doi.org/10.1021/acs.est.5b01209	journal	July 2015
High-Resolution Air Pollution Mapping with Google Street View Cars: Exploiting Big Data Apte, Joshua S.; Messier, Kyle P.; Gani, Shahzad Environmental Science & Technology, Vol. 51, Issue 12 https://doi.org/10.1021/acs.est.7b00891	journal	June 2017
Near-Roadway Air Quality: Synthesizing the Findings from Real-World Data Karner, Alex A.; Eisinger, Douglas S.; Niemeier, Deb A. Environmental Science & Technology, Vol. 44, Issue 14 https://doi.org/10.1021/es100008x	journal	July 2010
Spatiotemporal Land Use Regression Models of Fine, Ultrafine, and Black Carbon Particulate Matter in New Delhi, India Saraswat, Arvind; Apte, Joshua S.; Kandlikar, Milind Environmental Science & Technology, Vol. 47, Issue 22 https://doi.org/10.1021/es401489h	journal	October 2013
The Changing Paradigm of Air Pollution Monitoring Snyder, Emily G.; Watkins, Timothy H.; Solomon, Paul A. Environmental Science & Technology, Vol. 47, Issue 20 https://doi.org/10.1021/es4022602	journal	September 2013
High Density Ozone Monitoring Using Gas Sensitive Semi-Conductor Sensors in the Lower Fraser Valley, British Columbia Bart, Mark; Williams, David E.; Ainslie, Bruce Environmental Science & Technology, Vol. 48, Issue 7 https://doi.org/10.1021/es404610t	journal	March 2014
Mobile Monitoring of Particle Light Absorption Coefficient in an Urban Area as a Basis for Land Use Regression Larson, Timothy; Henderson, Sarah B.; Brauer, Michael Environmental Science & Technology, Vol. 43, Issue 13 https://doi.org/10.1021/es803068e	journal	April 2009
An accurate filter loading correction is essential for assessing personal exposure to black carbon using an Aethalometer Good, Nicholas; Mölter, Anna; Peel, Jennifer L. Journal of Exposure Science & Environmental Epidemiology, Vol. 27, Issue 4 https://doi.org/10.1038/jes.2016.71	journal	December 2016
The contribution of outdoor air pollution sources to premature mortality on a global scale Lelieveld, J.; Evans, J. S.; Fnais, M. Nature, Vol. 525, Issue 7569 https://doi.org/10.1038/nature15371	journal	September 2015
Comparison between different traffic-related particle indicators: Elemental carbon (EC), PM2.5 mass, and absorbance Cyrys, Josef; Heinrich, Joachim; Hoek, Gerard Journal of Exposure Science & Environmental Epidemiology, Vol. 13, Issue 2 https://doi.org/10.1038/sj.jea.7500262	journal	February 2003
A review and evaluation of intraurban air pollution exposure models Jerrett, Michael; Arain, Altaf; Kanaroglou, Pavlos Journal of Exposure Science & Environmental Epidemiology, Vol. 15, Issue 2 https://doi.org/10.1038/sj.jea.7500388	journal	August 2004
Evaluating the performance of low cost chemical sensors for air pollution research Lewis, Alastair C.; Lee, James D.; Edwards, Peter M. Faraday Discussions, Vol. 189 https://doi.org/10.1039/C5FD00201J	journal	January 2016
A Review of Land-use Regression Models for Characterizing Intraurban Air Pollution Exposure Ryan, Patrick H.; LeMasters, Grace K. Inhalation Toxicology, Vol. 19, Issue sup1 https://doi.org/10.1080/08958370701495998	journal	January 2007
The Global Burden of Disease Due to Outdoor Air Pollution Cohen, Aaron J.; Ross Anderson, H.; Ostro, Bart Journal of Toxicology and Environmental Health, Part A, Vol. 68, Issue 13-14 https://doi.org/10.1080/15287390590936166	journal	July 2005
Investigating the use of commodity dust sensors for the embedded measurement of particulate matter Budde, Matthias; Busse, Mathias; Beigl, Michael 2012 Ninth International Conference on Networked Sensing Systems (INSS), 2012 Ninth International Conference on Networked Sensing (INSS) https://doi.org/10.1109/INSS.2012.6240545	conference	June 2012
Response of consumer and research grade indoor air quality monitors to residential sources of fine particles Singer, B. C.; Delp, W. W. Indoor Air, Vol. 28, Issue 4 https://doi.org/10.1111/ina.12463	journal	May 2018
Traffic-related Air Pollution near Busy Roads: The East Bay Children's Respiratory Health Study Kim, Janice J.; Smorodinsky, Svetlana; Lipsett, Michael American Journal of Respiratory and Critical Care Medicine, Vol. 170, Issue 5 https://doi.org/10.1164/rccm.200403-281OC	journal	September 2004
Factors influencing the spatial extent of mobile source air pollution impacts: a meta-analysis Zhou, Ying; Levy, Jonathan I. BMC Public Health, Vol. 7, Issue 1 https://doi.org/10.1186/1471-2458-7-89	journal	May 2007
High-resolution mapping of traffic related air pollution with Google street view cars and incidence of cardiovascular events within neighborhoods in Oakland, CA Alexeeff, Stacey E.; Roy, Ananya; Shan, Jun Environmental Health, Vol. 17, Issue 1 https://doi.org/10.1186/s12940-018-0382-1	journal	May 2018
Long-Term Exposure to Traffic-Related Air Pollution and the Risk of Coronary Heart Disease Hospitalization and Mortality Gan, Wen Qi; Koehoorn, Mieke; Davies, Hugh W. Environmental Health Perspectives, Vol. 119, Issue 4 https://doi.org/10.1289/ehp.1002511	journal	April 2011
Black Carbon as an Additional Indicator of the Adverse Health Effects of Airborne Particles Compared with PM ₁₀ and PM _2.5 Janssen, Nicole A. H.; Hoek, Gerard; Simic-Lawson, Milena Environmental Health Perspectives, Vol. 119, Issue 12 https://doi.org/10.1289/ehp.1003369	journal	December 2011
A Cohort Study of Traffic-Related Air Pollution Impacts on Birth Outcomes Brauer, Michael; Lencar, Cornel; Tamburic, Lillian Environmental Health Perspectives, Vol. 116, Issue 5 https://doi.org/10.1289/ehp.10952	journal	May 2008
Quantification Method for Electrolytic Sensors in Long-Term Monitoring of Ambient Air Quality Masson, Nicholas; Piedrahita, Ricardo; Hannigan, Michael Sensors, Vol. 15, Issue 10 https://doi.org/10.3390/s151027283	journal	October 2015
A Survey of Wireless Sensor Network Based Air Pollution Monitoring Systems Yi, Wei; Lo, Kin; Mak, Terrence Sensors, Vol. 15, Issue 12 https://doi.org/10.3390/s151229859	journal	December 2015
Assessing the Utility of Low-Cost Particulate Matter Sensors over a 12-Week Period in the Cuyama Valley of California Mukherjee, Anondo; Stanton, Levi; Graham, Ashley Sensors, Vol. 17, Issue 8 https://doi.org/10.3390/s17081805	journal	August 2017
A New Black Carbon Sensor for Dense Air Quality Monitoring Networks Caubel, Julien; Cados, Troy; Kirchstetter, Thomas Sensors, Vol. 18, Issue 3 https://doi.org/10.3390/s18030738	journal	March 2018
New considerations for PM, Black Carbon and particle number concentration for air quality monitoring across different European cities Reche, C.; Querol, X.; Alastuey, A. Atmospheric Chemistry and Physics, Vol. 11, Issue 13 https://doi.org/10.5194/acp-11-6207-2011	journal	January 2011
Use of electrochemical sensors for measurement of air pollution: correcting interference response and validating measurements Cross, Eben S.; Williams, Leah R.; Lewis, David K. Atmospheric Measurement Techniques, Vol. 10, Issue 9 https://doi.org/10.5194/amt-10-3575-2017	journal	January 2017

Similar Records

A New Black Carbon Sensor for Dense Air Quality Monitoring Networks

Journal Article · 2018 · Sensors · OSTI ID:1465435

Caubel, Julien; Cados, Troy; Kirchstetter, Thomas

Electrochemical Sensors for Air Quality Monitoring

Journal Article · 2019 · Interface Magazine · OSTI ID:1869605

Ramaiyan, Kannan Pasupathikovil; Mukundan (Mukund), Rangachary

Performance assessment of low-cost environmental monitors and single sensors under variable indoor air quality and thermal conditions

Journal Article · 2021 · Building and Environment · OSTI ID:1734429

Demanega, Ingrid; Mujan, Igor; Singer, Brett C.; +3 more

Related Subjects

54 ENVIRONMENTAL SCIENCES

Title: A Distributed Network of 100 Black Carbon Sensors for 100 Days of Air Quality Monitoring in West Oakland, California

Citation Formats

References (50)

Similar Records

Related Subjects