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Presentations from the Deliberating Performance Targets for Air Quality Sensors Workshop (June 25-27, 2018)

On June 25-27, 2018, in Research Triangle Park, NC, EPA held a workshop and webinar to solicit individual stakeholder views related to non-regulatory performance targets for sensors that measure fine particulate matter (PM2.5) and ozone  in the United States. Through on-site and webinar presentations, national and international participants addressed a range of technical issues involved in establishing performance targets for air sensor technologies. The workshop presentations are listed below. For more information on the workshop, visit www.epa.gov/air-research/deliberating-performance-targets-air-quality-sensors-workshop.

  • The road to developing performance standards in Europe for low cost sensors-Part 1: Example of implementation of an existing reference instrument standardisation method (pdf) (1.28 MB)
    A presentation by Nicholas A Martin from National Physical Laboratory UK
  • The road to developing performance standards for low cost sensors in Europe part 2: application to the CEN TC 264 WG 42 protocol for low cost sensors (pdf) (1.71 MB)
    A presentation by Michel Gerboles from the European Commission
  • Application of UAV based sensor technology for ship emission monitoring and high sulfur fuel screening in Hong Kong (pdf) (4.85 MB)
    A presentation by Zhi Ning from the Hong Kong University of Science and Technology
  • Developing Air Quality Sensors: Perspectives and Challenges for Real Applications (pdf) (3.73 MB)
    A presentation by Michele Penza from the Brindisi Research Center, Brindisi, Italy
  • Air Quality Sensor Technologies: PM2.5 Literature Findings (pdf) (1.06 MB)
    A presentation by Ron Williams of the U.S. Environmental Protection Agency
  • Using low cost PM sensing to assess emissions and apportion exposure in Ghana (pdf) (3.03 MB)
    A presentation by Mike Hannigan of University of Colorado
  • Performance Targets for Wearable PM2.5 Sensors in Epidemiological Studies (of Pediatric Asthma) Using Real-Time Enabled Informatics Platforms (pdf) (1.28 MB)
    A presentation by Rima Habre of University of Southern California
  • Deployment of Low Cost PM Sensors: Aligning Sensor Performance and Data Quality Needs (pdf) (1.99 MB)
    A presentation by James J. Schauer of Wisconsin State Laboratory of Hygiene
  • Can We Trust the Data? (pdf) (1.6 MB)
    A presentation by Mike Bergin of Duke University
  • Performance evaluation of low-cost PM sensors deployed in Pittsburgh, PA (pdf) (1.88 MB)
    A presentation by R Subramanian of Carnegie Mellon University
  • Intrinsic Challenges to PM Measurements using Low-Cost Sensors and Implications to Performance Targets (pdf) (1.47 MB)
    A presentation by Jay Turner of Washington University in St. Louis
  • An Ad-Hoc Approach to Data Quality Assessment: The Biking and Breathing Study in NYC (pdf) (1.19 MB)
    A presentation by Darby Jack of Columbia University
  • Apples to Apples vs Apples and Oranges: A Perspective on Tiered Lab vs Field Testing of PM Instruments (pdf) (1.07 MB)
    A presentation by Edmund Seto from University of Washington
  • "Is it good enough?" The Role of PM and Ozone Sensor Testing/Certification Programs (pdf) (379.61 KB)
    A presentation by George Allen from NESCAUM
  • Ecolabels / certifications: When they make sense & how to ensure success (pdf) (980.68 KB)
    A presentation by Stephan D. Sylvan of the U.S. Environmental Protection Agency
  • Air Quality Sensor Technologies: Ozone Literature Findings (pdf) (1.02 MB)
    A presentation by Ron Williams of the U.S. Environmental Protection Agency
  • Personal Monitoring Needs for Ozone Exposure Assessment and Health Effects Evaluations (pdf) (1.95 MB)
    A presentation by George D. Thurston from NYU School of Medicine
  • Dense networks and next generation satellites: Data for new approaches to understanding the atmosphere (pdf) (2.92 MB)
    A presentation by Ronald C. Cohen from UC Berkeley
  • Small Ozone Sensors (pdf) (430.65 KB)
    A presentation by Anthony Wexler from University of California, Davis
  • Assessing temporal and spatial variability of ozone in the face of measurement uncertainty (pdf) (3.85 MB)
    A presentation by Mike Hannigan of University of Colorado
  • Session 10: Ozone Focus - Perspectives on Data Quality Objectives (pdf) (4.18 MB)
    A presentation by Andrea Polidori, Brandon Feenstra, and Geoff Henshaw
  • Field Performance and Calibration Practice for Low-Cost Ozone Sensor (pdf) (2.6 MB)
    A presentation by Professor Zhi Ning from the The Hong Kong University of Science and Technology

Air Sensor Toolbox

  • Sensor Use and Study Design
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  • Sensor Collocation
  • Understanding Sensor Data
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Contact Us about the Air Sensor Toolbox
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Last updated on April 15, 2025
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