Atmospheric Sciences & Global Change Division
A Finger in the Wind
Overview of weather and atmospheric conditions during study of natural and urban emissions
Aircraft sampling flight patterns are shown over Central California in this aerial overlay. Researchers collected and analyzed measurements from aircraft sampling, ground-based, and remote-sensing atmospheric data and analyzed them for this study. Enlarge Image
Researchers simulated carbon monoxide (CO) tracers to mimic the flight and in situ observations. The observed (blue) and the simulated (red) CO tracers are binned over 250 meter increments along all of the G-1 flight paths, in percentiles, by altitude. Dots denote 50th percentile, boxes represent the range between 25th and 75th percentile, and lines denote 5th and 95th percentile. Enlarge Image
Results: Like testing the wind direction before taking flight, researchers led by scientists at Pacific Northwest National Laboratory assessed the meteorological conditions during a large observational study of carbon-containing atmospheric particles in central California. Researchers documented the weather conditions during the study and gauged how these affected the sampled areas on a daily basis. This study provides a large body of foundational information of mixing patterns for future analysis of data from the Carbonaceous Aerosol and Radiative Effects Study (CARES).
Why It Matters: The phrase "carbon emissions" often conjures images of black exhaust spewing from the back of a diesel truck or belching from an industrial smoke stack. These sources of soot, a.k.a. black carbon, are easily pictured. But carbon is also released from natural, or biogenic, processes not usually visible to the naked eye. As plants and forests grow, they emit volatile chemicals into the atmosphere that react and can form carbon-containing particles. One of the main questions scientists want to answer is what happens when the carbon from human activities, such as industry and transportation, meets and mixes with these natural sources. Knowing the fate of different sources of carbon, and how they mingle and react with each other in the atmosphere, will reveal regional climate interactions and their effect on the global climate.
Methods: The CARES campaign combined aircraft and ground-based sampling of weather and atmospheric conditions, and atmospheric chemistry. The PNNL G-1 aircraft flew over 67 hours of sampling flights in 21 instances. The NASA B-200 aircraft provided remote sensing of aerosol profiles to complement the G-1 aircraft and ground-based data.
For this study, the purpose of research was threefold. First was to provide an overview of meteorology during the campaign which can be used by other scientists to interpret their data. For this purpose, scientists ran the Weather Research Forecasting model and emitted unique carbon monoxide tracers from separate cities to trace and document the source of pollutants. Next, they analyzed the model output to look for periods when the atmosphere was dominated by air from Sacramento, or the San Francisco Bay area. A unique feature of the area is that due to thermally driven wind patterns, the Sacramento area is "cleaned out" periodically and then the aerosols build up again. These winds change the aerosol measurements on a daily basis.
Finally, they found that local atmospheric recirculation can create layers of pollution over Sacramento that can be entrained into the lowest part of the atmosphere, the local boundary layer, the next day. Aircraft-based atmospheric measurements were timed for twice a day to capture this phenomenon by specifically looking at the layers above the boundary layer in the morning. They also found that the Sierra mountains trap the urban pollutants and send them back into the valley. This will have an impact on how SOAs are formed.
What's Next? Their next move is to run the meteorological models with simple tracers, with aerosol field variations and properties. They will allow the aerosols to form and transform within the same meteorology to determine if the model can simulate the observational data. The end game is to develop improved model representations for the aerosol-forming processes such as SOAs.
Acknowledgments: This research was supported by the U.S. Department of Energy's Atmospheric Science Research (ASR) Program. Data were obtained from the Atmospheric Radiation Measurement (ARM) Program sponsored by the U.S. DOE's Office of Science, Office of Biological and Environmental Research (OBER), Climate and Environmental Sciences Division. The research was performed by Drs. Jerome D. Fast, William I. Gustafson, Jr., Larry K. Berg, William J. Shaw, Mikhail S. Pekour, ManishKumar B. Shrivastava, James C. Barnard and Rahul A. Zaveri of PNNL; Dr. R. Ferrare of the National Aeronautics and Space Administration; Drs. Chris A Hostetler and John Hair of NASA Langley Research Center; Mr. Matthew H. Erickson and Dr. Tom Jobson of Washington State University; Drs. Bradley Flowers and Manvendra K. Dubey of Los Alamos National Laboratory; Dr. Stephen R. Springston of Brookhaven National Laboratory; Dr. Bradley R. Pierce of NOAA's National Environmental Satellite, Data, and Information Service; and Mr. Leon Dolislager and Mr. J. R. Pederson of the California Air Resources Board.
Reference: Fast JD, WI Gustafson Jr, LK Berg, WJ Shaw, M Pekour, M Shrivastava, JC Barnard, RA Ferrare, CA Hostetler, JA Hair, M Erickson, BT Jobson, B Flowers, MK Dubey, S Springston, RB Pierce, L Dolislager, J Pederson, and RA Zaveri. 2011. "Transport and Mixing Patterns Over Central California During the Carbonaceous Aerosol and Radiative Effects Study (CARES)." Atmospheric Chemistry and Physics 12(4):1759-1783. DOI:10.5194/acp-12-1759-2012.