A123
Data-Driven Prediction of Hazardous Air Quality Events I

Friday, 11 December 2020: 05:30-06:30
Virtual
Primary Convener:  Daniel Tong, George Mason University Fairfax, Fairfax, VA, United States
Conveners:  Georg A Grell, NOAA Earth System Research Laboratory, Boulder, CO, United States, Johannes Flemming, European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom and Ravan Ahmadov, NOAA ESRL/CSL, Boulder, CO, United States
Primary Liaison:  Ravan Ahmadov, NOAA ESRL/CSL, Boulder, CO, United States
Chairs:  Daniel Tong, George Mason University Foundation Inc., Columbia, MD, United States, Georg A Grell, NOAA Earth System Research Laboratory, Boulder, CO, United States, Johannes Flemming, European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom and Ravan Ahmadov, NOAA ESRL/CSL, Boulder, CO, United States
OSPA Liaison:  Ravan Ahmadov, NOAA ESRL/CSL, Boulder, CO, United States
05:30
Forecasting smoke pollution from the 2018 Camp Fire using HRRR-Smoke (772370)
Fotini K Chow, University of California Berkeley, Berkeley, CA, United States, Katelyn Yu, University of California, Berkeley, Berkeley, CA, United States, Ravan Ahmadov, NOAA ESRL/CSL, Boulder, CO, United States, Alexander Young, University of California, Berkeley, Berkeley, United States, Eric James, Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States, Ivan Andras Csiszar, NOAA/NESDIS, College Park, MD, United States, Marina Tsidulko, IMSG (NOAA/NESDIS/STAR), College Park, MD, United States and Gabriel Pereira, Federal University of São João Del Rei, São João Del Rei, Brazil
05:34
Capability of NOAA’s Global Aerosol Forecast Model (GEFS-Aerosols) in Forecasting Hazardous Air Quality (700629)
Li Zhang1, Georg Grell2, Raffaele Montuoro3, Stuart A McKeen4, Partha S Bhattacharjee5, Barry Baker6, Ravan Ahmadov1, Judy Henderson7, Gregory J Frost8, Li Pan9, Jeffrey McQueen10,11, Rick D Saylor12, Shobha Kondragunta13, Xiaoyang Zhang14 and Fangjun Li15, (1)NOAA ESRL/GSL and CU Boulder/CIRES, Boulder, CO, United States, (2)NOAA Global Systems Laboratory, Boulder, CO, United States, (3)NOAA, ESRL/GSL and CU Boulder/CIRES, Boulder, CO, United States, (4)NOAA ESRL/CSL and CU Boulder/CIRES, Boulder, CO, United States, (5)IMSG at NOAA/NWS/NCEP/EMC, College Park, MD, United States, (6)NOAA ARL, College Park, United States, (7)NOAA Global Systems Laboratory, Developmental Testbed Center, Boulder, CO, United States, (8)Chemical Sciences Laboratory, NOAA Earth System Research Laboratories, Boulder, CO, United States, (9)NOAA NWS NCEP/EMC and IMSG, College Park, MD, United States, (10)NOAA, Boulder, CO, United States, (11)National Centers for Environmental Prediction - Environmental Modeling Center, Modeling Physics Branch, College Park, MD, United States, (12)NOAA Air Resources Laboratory, Oak Ridge, TN, United States, (13)NOAA NESDIS STAR, College Park, MD, United States, (14)South Dakota State University, Geospatial Sciences Center of Excellence (GSCE), Department of Geography and Geospatial Sciences, Brookings, SD, United States, (15)South Dakota State University, Geospatial Sciences Center of Excellence (GSCE), Geography and Geospatial Sciences, Brookings, SD, United States
05:38
Ensemble PM2.5 Forecasting during the 2018 Camp Fire Event using the HYSPLIT Model and Using TROPOMI to Improve the forecast (670899)
Yunyao Li1, Daniel Tong2, Fong Ngan3,4, Mark Cohen3, Ariel F Stein3, Shobha Kondragunta5, Xiaoyang Zhang6, Charles M Ichoku7, Edward J Hyer8 and Ralph A Kahn9, (1)George Mason University Fairfax, Fairfax, VA, United States, (2)George Mason University Foundation Inc., Columbia, MD, United States, (3)NOAA Air Resources Laboratory, College Park, MD, United States, (4)Cooperative Institute for Climate and Satellites University of Maryland, College Park, MD, United States, (5)NOAA College Park, College Park, MD, United States, (6)Geospatial Sciences Center of Excellence (GSCE), Brookings, SD, United States, (7)NASA Goddard Space Flight Ctr, Greenbelt, MD, United States, (8)Harvard-Smithsonian CFA, Cambridge, MA, United States, (9)NASA/Goddard Space Flight Ctr, Greenbelt, MD, United States
05:42
Recent updates in the aerosol model of the ECMWF IFS and their impact on skill scores (734599)
Zak Kipling1, Samuel Rémy2, Swen M Metzger3, Johannes Flemming1, Richard J Engelen1 and Vincent Huijnen4, (1)European Centre for Medium-Range Weather Forecasts, Reading, United Kingdom, (2)HYGEOS, Lille, France, (3)ResearchConcepts io GmbH, Freiburg i.Br., Germany, (4)Royal Netherlands Meteorological Institute, De Bilt, Netherlands
05:46
Reproducing the measured spatio-temporal aerosol profile and associated extreme aerosol events over Southeast Asia and downwind using a new, multi-sensor, remote-sensing constrained 4-dimensional emissions inventory coupled into WRF-CHEM (739902)
Shuo WANG, Sun Yat-Sen University, Guangzhou, China and Jason Blake Cohen, Sun Yat-Sen University, School of Atmospheric Sciences, Guangzhou, China
05:50
Semantic Segmentation with Deep Convolutional Neural Networks for Automated Dust Detection in Goes-R Satellite Imagery (675912)
Talha Khan1, Nicholas J Elmer2, Muthukumaran Ramasubramanian2, Emily Berndt3, Iksha Gurung2, Aaron S Kaulfus2, Manil Maskey2 and Rahul Ramachandran1, (1)NASA Marshall Space Flight Center, Huntsville, AL, United States, (2)University of Alabama in Huntsville, Huntsville, AL, United States, (3)NASA Marshall Space Flight Center, Earth Science Branch, Huntsville, AL, United States
05:54
Towards the development of tailored Sand and Dust Storms products (Invited) (693142)
Sara Basart1, Ernest Werner2, Carlos Pérez García-Pando1,3, Emilio Cuevas-Agullo4 and inDust and the WMO SDS-WAS NAMEE Node, (1)Barcelona Supercomputing Center (BSC), Barcelona, Spain, (2)State Meteorological Agency of Spain (AEMET), Barcelona, Spain, (3)Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain, (4)Izana Atmospheric Research Center, Tenerife, Spain
05:58
Wildfire Impacts in Air Quality Prediction (668645)
Ivanka Stajner1, Jeffrey McQueen2, Jian-Ping Huang3,4, Cory Martin5, Rick D Saylor6, Daniel Tong7,8, Barry Baker9,10, Georg A Grell11, Raffaele Montuoro12, Hongli Wang13, Gregory J Frost14, Stuart A McKeen15, Rebecca Schwantes16, James M Wilczak17, Irina Djalalova18, Christoph Keller19, Brian Hughes3,4 and Shobha Kondragunta20, (1)NOAA/National Weather Service, NCEP/EMC, College Park, MD, United States, (2)National Centers For Environmental Prediction-Environmental Modeling Center, College Park, MD, United States, (3)IMSG, College Park, MD, United States, (4)NOAA/NWS/NCEP/EMC, College Park, MD, United States, (5)RedLine at NOAA NWS NCEP EMC, College Park, MD, United States, (6)NOAA Air Resources Laboratory, Oak Ridge, TN, United States, (7)NOAA Air Resources Laboratory, College Park, MD, United States, (8)George Mason University, Fairfax, VA, United States, (9)NOAA ARL, College Park, United States, (10)University of Maryland Baltimore County, Baltimore, United States, (11)NOAA Earth System Research Laboratory, Boulder, CO, United States, (12)NOAA, ESRL/GSL and CU Boulder/CIRES, Boulder, CO, United States, (13)Cooperative Institute for Research in Environmental Sciences, Boulder, CO, United States, (14)Chemical Sciences Laboratory, NOAA Earth System Research Laboratories, Boulder, CO, United States, (15)NOAA ESRL/CSL and CU Boulder/CIRES, Boulder, CO, United States, (16)Cooperative Institute for Research in Environmental Sciences (CIRES) University of Colorado and NOAA ESRL Chemical Sciences Laboratory, Boulder, CO, United States, (17)NOAA/OAR/PSL, Boulder, CO, United States, (18)CIRES and NOAA/OAR/ESRL, Boulder, CO, United States, (19)Universities Space Research Association Columbia, Columbia, MD, United States, (20)NOAA NESDIS STAR, College Park, MD, United States
06:02
Discussion
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