Schedule

Continental Breakfast, AM & PM Break in Expo Lunch on own in hotel outlets

Slido Code 14737609 Technical Data Rating: 1.75/3 Speakers: Maryam Wangeshi, UrbanBetter: "UrbanBetter: Healthy Cities" Kerry Kelly, University of Utah: "Protecting Youth from Poor Air Quality during Outdoor Activities" Rose Alani, University of Lagos, “The Africa Clean Air Network: Enabling Cross-Border Partnerships for Evidence-Driven Actions in Africa” Mohammed Sahbaz Ahmed, Council on Energy Environment and Water: "Deploying An Air Quality Monitoring Network to Reduce PM2.5 at an Active Construction Site" Katherine Chin-Chiu, Sacramento Metropolitan Air Quality Management District: :Transforming Community-Based Air Monitoring Data into Strategies and Actions to Reduce Emissions and Exposures in the Community"

Slido code 6657743 Session Chair: Wilton Mui Technical Data Rating: 2.2 Speakers: Salvatore Milletich, Johns Hopkins University: “Performance Assessment of Emerging Low-Cost Particulate Matter Sensors” Andrea Clements, USEPA: “Testing and application of PM10 sensors in EPA field studies” Jason Olfert, University of Alberta: "CPMA-Electrometer System (CERMS) as a Reference-Grade Instrument for Calibrating Low-Cost PM Sensors" Namrata Shanmukh Panji, South Coast Air Quality Management District: "Ten Year Summary of Humidity and Coarse Particles Influences on Particulate Measurements by Air Quality Sensors" Levi Stanton, Clarity Movement Co.: “Validating Low-Cost Sensors for Extreme Conditions: The Path to EPA Fire & Smoke Map Inclusion” Stavros Amanatidis, Aerosol Dynamics Inc.: “Correspondence of Particle Size and Number Concentration in the Los Angeles Air Basin”

Slido code 1785435 Session Chairs: Kwabena Fosu-Amankwah, Carl Mailings, & Jim McQuaid Technical Data Rating: 2.4 Speakers: Daniel King, Sonoma Technology, Inc.: “A Machine Learning Approach to Estimating the Smoke Contribution to PM2.5” Kristen Okorn, NASA Ames Research Center: “Adding Value to Satellite and Airborne Missions with Low-Cost Sensors” Sathish Swaminathan, Columbia University: “Multi-agent framework for hyperlocal air quality modeling with mobile monitoring data” Abid Omar, Pakistan Air Quality Initiative: “Spatiotemporal PM2.5 Estimation over Pakistan using Machine Learning Methods” Daniel Westervelt, Columbia University, Lamont Doherty Earth Observatory: “GRASP: Gridded Africa Surface Pollution Dataset”

Slido code 3087887 Session Chair: John Saffell Technical Data Rating: 1.75/3 Speakers: Michelle Kuang, South Coast AQMD: “ASTM International Standard Test Method for CO2 Sensor Systems Used For Indoor Applications” Koki Shimohashi, California Air Resouces Board: “A comprehensive evaluation of low-cost PM2.5 and ozone sensors in both controlled chamber and real-world ambient environments across California, following U.S. EPA standard test protocols” Wilton Mui, South Coast Air Quality Management District: “Twelve Years of Sensor Performance Evaluation by AQ-SPEC” Achim Haug, AirGradient: “How Proprietary Algorithms in Air Quality Monitors Undermine Accuracy and User Trust”

Moderators: Odelle Hadley, Olympic Region Clean Air AgencyJanice Lam Snyder, Sacramento Metropolitan Air Quality Management DistrictTristalee Mangin, University of Utah Ethan McMahon, EM Environmental Solutions Session Description: Join us for a session like no other! Actively participate in sharing your perspective out loud to the crowd in 30 second soundbite or anonymously online! We want everyone’s perspective as we continue to learn from one another. We’ll spend some time sharing what we learned from this year’s conference, talk about our current challenges and needs, and dream about our future direction. Please join and share your thoughts.