Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison
Abstract
A diverse collection of models are used to simulate the marine boundary layer in the southeast Pacific region during the period of the October–November 2008 VOCALS REx (VAMOS Ocean Cloud Atmosphere Land Study Regional Experiment) field campaign. Regional models simulate the period continuously in boundary-forced free-running mode, while global forecast models and GCMs (general circulation models) are run in forecast mode. The models are compared to extensive observations along a line at 20° S extending westward from the South American coast. Most of the models simulate cloud and aerosol characteristics and gradients across the region that are recognizably similar to observations, despite the complex interaction of processes involved in the problem, many of which are parameterized or poorly resolved. Some models simulate the regional low cloud cover well, though many models underestimate MBL (marine boundary layer) depth near the coast. Most models qualitatively simulate the observed offshore gradients of SO2, sulfate aerosol, CCN (cloud condensation nuclei) concentration in the MBL as well as differences in concentration between the MBL and the free troposphere. Most models also qualitatively capture the decrease in cloud droplet number away from the coast. However, there are large quantitative intermodel differences in both means and gradientsmore »
- Authors:
- Publication Date:
- Research Org.:
- Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE, US National Oceanic and Atmospheric Administration (NOAA) Atmospheric Composition and Climate Program
- OSTI Identifier:
- 1184970
- Report Number(s):
- PNNL-SA-98998
Journal ID: ISSN 1680-7324; 400402000
- Grant/Contract Number:
- AC05-76RL01830
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Atmospheric Chemistry and Physics (Online)
- Additional Journal Information:
- Journal Name: Atmospheric Chemistry and Physics (Online); Journal Volume: 15; Journal Issue: 1; Journal ID: ISSN 1680-7324
- Publisher:
- European Geosciences Union
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 54 ENVIRONMENTAL SCIENCES
Citation Formats
Wyant, M. C., Bretherton, Christopher S., Wood, Robert, Carmichael, Gregory, Clarke, A. D., Fast, Jerome D., George, R., Gustafson, William I., Hannay, Cecile, Lauer, Axel, Lin, Yanluan, Morcrette, J. -J., Mulcahay, Jane, Saide, Pablo, Spak, S. N., and Yang, Qing. Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison. United States: N. p., 2015.
Web. doi:10.5194/acp-15-153-2015.
Wyant, M. C., Bretherton, Christopher S., Wood, Robert, Carmichael, Gregory, Clarke, A. D., Fast, Jerome D., George, R., Gustafson, William I., Hannay, Cecile, Lauer, Axel, Lin, Yanluan, Morcrette, J. -J., Mulcahay, Jane, Saide, Pablo, Spak, S. N., & Yang, Qing. Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison. United States. https://doi.org/10.5194/acp-15-153-2015
Wyant, M. C., Bretherton, Christopher S., Wood, Robert, Carmichael, Gregory, Clarke, A. D., Fast, Jerome D., George, R., Gustafson, William I., Hannay, Cecile, Lauer, Axel, Lin, Yanluan, Morcrette, J. -J., Mulcahay, Jane, Saide, Pablo, Spak, S. N., and Yang, Qing. Fri .
"Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison". United States. https://doi.org/10.5194/acp-15-153-2015. https://www.osti.gov/servlets/purl/1184970.
@article{osti_1184970,
title = {Global and regional modeling of clouds and aerosols in the marine boundary layer during VOCALS: the VOCA intercomparison},
author = {Wyant, M. C. and Bretherton, Christopher S. and Wood, Robert and Carmichael, Gregory and Clarke, A. D. and Fast, Jerome D. and George, R. and Gustafson, William I. and Hannay, Cecile and Lauer, Axel and Lin, Yanluan and Morcrette, J. -J. and Mulcahay, Jane and Saide, Pablo and Spak, S. N. and Yang, Qing},
abstractNote = {A diverse collection of models are used to simulate the marine boundary layer in the southeast Pacific region during the period of the October–November 2008 VOCALS REx (VAMOS Ocean Cloud Atmosphere Land Study Regional Experiment) field campaign. Regional models simulate the period continuously in boundary-forced free-running mode, while global forecast models and GCMs (general circulation models) are run in forecast mode. The models are compared to extensive observations along a line at 20° S extending westward from the South American coast. Most of the models simulate cloud and aerosol characteristics and gradients across the region that are recognizably similar to observations, despite the complex interaction of processes involved in the problem, many of which are parameterized or poorly resolved. Some models simulate the regional low cloud cover well, though many models underestimate MBL (marine boundary layer) depth near the coast. Most models qualitatively simulate the observed offshore gradients of SO2, sulfate aerosol, CCN (cloud condensation nuclei) concentration in the MBL as well as differences in concentration between the MBL and the free troposphere. Most models also qualitatively capture the decrease in cloud droplet number away from the coast. However, there are large quantitative intermodel differences in both means and gradients of these quantities. Many models are able to represent episodic offshore increases in cloud droplet number and aerosol concentrations associated with periods of offshore flow. Most models underestimate CCN (at 0.1% supersaturation) in the MBL and free troposphere. The GCMs also have difficulty simulating coastal gradients in CCN and cloud droplet number concentration near the coast. The overall performance of the models demonstrates their potential utility in simulating aerosol–cloud interactions in the MBL, though quantitative estimation of aerosol–cloud interactions and aerosol indirect effects of MBL clouds with these models remains uncertain.},
doi = {10.5194/acp-15-153-2015},
journal = {Atmospheric Chemistry and Physics (Online)},
number = 1,
volume = 15,
place = {United States},
year = {Fri Jan 09 00:00:00 EST 2015},
month = {Fri Jan 09 00:00:00 EST 2015}
}
Web of Science
Works referenced in this record:
Southeast Pacific stratocumulus clouds, precipitation and boundary layer structure sampled along 20° S during VOCALS-REx
journal, January 2010
- Bretherton, C. S.; Wood, R.; George, R. C.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 21
Atmospheric sulfur cycling in the southeastern Pacific – longitudinal distribution, vertical profile, and diel variability observed during VOCALS-REx
journal, January 2011
- Yang, M.; Huebert, B. J.; Blomquist, B. W.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 10
Evaluation of stratocumulus cloud prediction in the Met Office forecast model during VOCALS-REx
journal, January 2010
- Abel, S. J.; Walters, D. N.; Allen, G.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 21
Anthropogenic, biomass burning, and volcanic emissions of black carbon, organic carbon, and SO<sub>2</sub> from 1980 to 2010 for hindcast model experiments
journal, January 2012
- Diehl, T.; Heil, A.; Chin, M.
- Atmospheric Chemistry and Physics Discussions, Vol. 12, Issue 9
Subseasonal variability of low cloud radiative properties over the southeast Pacific Ocean
journal, January 2010
- George, R. C.; Wood, R.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 8
Unified treatment of dry convective and stratocumulus-topped boundary layers in the ECMWF model
journal, January 2011
- Köhler, M.; Ahlgrimm, M.; Beljaars, A.
- Quarterly Journal of the Royal Meteorological Society, Vol. 137, Issue 654
Ultrafine sea spray aerosol over the southeastern Pacific: open-ocean contributions to marine boundary layer CCN
journal, January 2013
- Blot, R.; Clarke, A. D.; Freitag, S.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 14
Local Versus Nonlocal Boundary-Layer Diffusion in a Global Climate Model
journal, October 1993
- Holtslag, A. A. M.; Boville, B. A.
- Journal of Climate, Vol. 6, Issue 10
A global emission inventory of carbonaceous aerosol from historic records of fossil fuel and biofuel consumption for the period 1860–1997
journal, January 2008
- Junker, C.; Liousse, C.
- Atmospheric Chemistry and Physics, Vol. 8, Issue 5
The VAMOS Ocean-Cloud-Atmosphere-Land Study Regional Experiment (VOCALS-REx): goals, platforms, and field operations
journal, January 2011
- Wood, R.; Mechoso, C. R.; Bretherton, C. S.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 2
An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2011
- Wood, R.; Bretherton, C. S.; Leon, D.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 5
The PreVOCA experiment: modeling the lower troposphere in the Southeast Pacific
journal, January 2010
- Wyant, M. C.; Wood, R.; Bretherton, C. S.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 10
Historical Sulfur Dioxide Emissions 1850-2000: Methods and Results
report, January 2004
- Smith, Steven J.; Andres, Robert; Conception, Elvira
Organic matter and non-refractory aerosol over the remote Southeast Pacific: oceanic and combustion sources
journal, January 2012
- Shank, L. M.; Howell, S.; Clarke, A. D.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 1
Evaluating WRF-Chem aerosol indirect effects in Southeast Pacific marine stratocumulus during VOCALS-REx
journal, January 2012
- Saide, P. E.; Spak, S. N.; Carmichael, G. R.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 6
A regional real-time forecast of marine boundary layers during VOCALS-Rex
journal, January 2010
- Wang, S.; O'Neill, L. W.; Jiang, Q.
- Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 8
Potential impacts from biological aerosols on ensembles of continental clouds simulated numerically
journal, January 2009
- Phillips, V. T. J.; Andronache, C.; Christner, B.
- Biogeosciences, Vol. 6, Issue 6
Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application
journal, January 2010
- Lamarque, J. -F.; Bond, T. C.; Eyring, V.
- Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 2
Orographic Influences on Subtropical Stratocumulus
journal, October 2006
- Richter, I.; Mechoso, C. R.
- Journal of the Atmospheric Sciences, Vol. 63, Issue 10
Aircraft millimeter-wave passive sensing of cloud liquid water and water vapor during VOCALS-REx
journal, January 2012
- Zuidema, P.; Leon, D.; Pazmany, A.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 1
Global model simulations of the impact of ocean-going ships on aerosols, clouds, and the radiation budget
journal, January 2007
- Lauer, A.; Eyring, V.; Hendricks, J.
- Atmospheric Chemistry and Physics, Vol. 7, Issue 19
South East Pacific atmospheric composition and variability sampled along 20° S during VOCALS-REx
journal, January 2011
- Allen, G.; Coe, H.; Clarke, A.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 11
Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem
journal, January 2011
- Yang, Q.; Fast, J. D.; Wang, H.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 23
A Model of Marine Aerosol Generation Via Whitecaps and Wave Disruption
book, January 1986
- Monahan, E. C.; Spiel, D. E.; Davidson, K. L.
- Oceanographic Sciences Library
Climate Model Forecast Experiments for TOGA COARE
journal, March 2008
- Boyle, J.; Klein, S.; Zhang, G.
- Monthly Weather Review, Vol. 136, Issue 3
Impact of a New Radiation Package, McRad, in the ECMWF Integrated Forecasting System
journal, December 2008
- Morcrette, J-J.; Barker, H. W.; Cole, J. N. S.
- Monthly Weather Review, Vol. 136, Issue 12
Coupling aerosol-cloud-radiative processes in the WRF-Chem model: Investigating the radiative impact of elevated point sources
journal, January 2009
- Chapman, E. G.; Gustafson, W. I.; Easter, R. C.
- Atmospheric Chemistry and Physics, Vol. 9, Issue 3
Development and impact of hooks of high droplet concentration on remote southeast Pacific stratocumulus
journal, January 2013
- George, R. C.; Wood, R.; Bretherton, C. S.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 13
Estimating the health benefits from natural gas use in transport and heating in Santiago, Chile
journal, July 2012
- Mena-Carrasco, Marcelo; Oliva, Estefania; Saide, Pablo
- Science of The Total Environment, Vol. 429
Low cloud precipitation climatology in the southeastern Pacific marine stratocumulus region using CloudSat
journal, February 2013
- Rapp, Anita D.; Lebsock, Matthew; L’Ecuyer, Tristan
- Environmental Research Letters, Vol. 8, Issue 1
Impacts of aerosol particles on the microphysical and radiative properties of stratocumulus clouds over the southeast Pacific Ocean
journal, January 2013
- Twohy, C. H.; Anderson, J. R.; Toohey, D. W.
- Atmospheric Chemistry and Physics, Vol. 13, Issue 5
Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)
journal, January 2006
- Guenther, A.; Karl, T.; Harley, P.
- Atmospheric Chemistry and Physics Discussions, Vol. 6, Issue 1
Diagnosis of systematic differences between multiple parametrizations of warm rain microphysics using a kinematic framework
journal, March 2012
- Shipway, B. J.; Hill, A. A.
- Quarterly Journal of the Royal Meteorological Society, Vol. 138, Issue 669
A new dynamical core for the Met Office's global and regional modelling of the atmosphere
journal, April 2005
- Davies, T.; Cullen, M. J. P.; Malcolm, A. J.
- Quarterly Journal of the Royal Meteorological Society, Vol. 131, Issue 608
Description and evaluation of the Model for Ozone and Related chemical Tracers, version 4 (MOZART-4)
journal, January 2010
- Emmons, L. K.; Walters, S.; Hess, P. G.
- Geoscientific Model Development, Vol. 3, Issue 1
Untangling dynamical and microphysical controls for the structure of stratocumulus: CONTROLS FOR STRATOCUMULUS STRUCTURE
journal, August 2013
- Ovchinnikov, Mikhail; Easter, Richard C.; Gustafson, William I.
- Geophysical Research Letters, Vol. 40, Issue 16
A microphysically based precipitation scheme for the UK meteorological office unified model
journal, July 1999
- Wilson, Damian R.; Ballard, Susan P.
- Quarterly Journal of the Royal Meteorological Society, Vol. 125, Issue 557
Stratus cloud supersaturations: STRATUS CLOUD SUPERSATURATIONS
journal, November 2010
- Hudson, James G.; Noble, Stephen; Jha, Vandana
- Geophysical Research Letters, Vol. 37, Issue 21
Impact of natural and anthropogenic aerosols on stratocumulus and precipitation in the Southeast Pacific: a regional modelling study using WRF-Chem
journal, January 2012
- Yang, Q.; Gustafson, W. I.; Fast, J. D.
- Atmospheric Chemistry and Physics, Vol. 12, Issue 18
A parameterization of aerosol activation 3. Sectional representation
journal, January 2002
- Abdul-Razzak, Hayder
- Journal of Geophysical Research, Vol. 107, Issue D3
Modal aerosol dynamics model for Europe
journal, September 1998
- Ackermann, Ingmar J.; Hass, Heinz; Memmesheimer, M.
- Atmospheric Environment, Vol. 32, Issue 17
Aerosol forcing in the Climate Model Intercomparison Project (CMIP5) simulations by HadGEM2-ES and the role of ammonium nitrate
journal, January 2011
- Bellouin, Nicolas; Rae, Jamie; Jones, Andy
- Journal of Geophysical Research, Vol. 116, Issue D20
Historical emissions of black and organic carbon aerosol from energy-related combustion, 1850-2000: HISTORICAL BC/OC EMISSIONS
journal, May 2007
- Bond, Tami C.; Bhardwaj, Ekta; Dong, Rong
- Global Biogeochemical Cycles, Vol. 21, Issue 2
A New Moist Turbulence Parameterization in the Community Atmosphere Model
journal, June 2009
- Bretherton, Christopher S.; Park, Sungsu
- Journal of Climate, Vol. 22, Issue 12
The Epic 2001 Stratocumulus Study
journal, July 2004
- Bretherton, Christopher S.; Uttal, Taneil; Fairall, Christopher W.
- Bulletin of the American Meteorological Society, Vol. 85, Issue 7
Ship-Based Observations of the Diurnal Cycle of Southeast Pacific Marine Stratocumulus Clouds and Precipitation
journal, December 2013
- Burleyson, Casey D.; de Szoeke, Simon P.; Yuter, Sandra E.
- Journal of the Atmospheric Sciences, Vol. 70, Issue 12
Parameterizations for Cloud Overlapping and Shortwave Single-Scattering Properties for Use in General Circulation and Cloud Ensemble Models
journal, February 1998
- Chou, Ming-Dah; Suarez, Max J.; Ho, Chang-Hoi
- Journal of Climate, Vol. 11, Issue 2
An ultrafine sea-salt flux from breaking waves: Implications for cloud condensation nuclei in the remote marine atmosphere
journal, January 2006
- Clarke, Antony D.; Owens, Steven R.; Zhou, Jingchuan
- Journal of Geophysical Research, Vol. 111, Issue D6
The Community Climate System Model Version 3 (CCSM3)
journal, June 2006
- Collins, William D.; Bitz, Cecilia M.; Blackmon, Maurice L.
- Journal of Climate, Vol. 19, Issue 11
Construction of a 1° × 1° fossil fuel emission data set for carbonaceous aerosol and implementation and radiative impact in the ECHAM4 model
journal, September 1999
- Cooke, W. F.; Liousse, C.; Cachier, H.
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D18
Fire Information for Resource Management System: Archiving and Distributing MODIS Active Fire Data
journal, January 2009
- Davies, D. K.; Ilavajhala, S.
- IEEE Transactions on Geoscience and Remote Sensing, Vol. 47, Issue 1
Application of the E-? turbulence model to the atmospheric boundary layer
journal, October 1985
- Detering, H. W.; Etling, D.
- Boundary-Layer Meteorology, Vol. 33, Issue 2
Observations of Stratocumulus Clouds and Their Effect on the Eastern Pacific Surface Heat Budget along 20°S
journal, December 2012
- de Szoeke, Simon P.; Yuter, Sandra; Mechem, David
- Journal of Climate, Vol. 25, Issue 24
The Dynamical Core, Physical Parameterizations, and Basic Simulation Characteristics of the Atmospheric Component AM3 of the GFDL Global Coupled Model CM3
journal, July 2011
- Donner, Leo J.; Wyman, Bruce L.; Hemler, Richard S.
- Journal of Climate, Vol. 24, Issue 13
A new multiple-band solar radiative parameterization for general circulation models
journal, December 1999
- Freidenreich, S. M.; Ramaswamy, V.
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D24
Modeling sea-salt aerosols in the atmosphere: 1. Model development
journal, February 1997
- Gong, S. L.; Barrie, L. A.; Blanchet, J. -P.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D3
Estimates of global terrestrial isoprene emissions using MEGAN (Model of Emissions of Gases and Aerosols from Nature)
journal, January 2006
- Guenther, A.; Karl, T.; Harley, P.
- Atmospheric Chemistry and Physics, Vol. 6, Issue 11
Evaluation of Forecasted Southeast Pacific Stratocumulus in the NCAR, GFDL, and ECMWF Models
journal, June 2009
- Hannay, Cécile; Williamson, David L.; Hack, James J.
- Journal of Climate, Vol. 22, Issue 11
A New Vertical Diffusion Package with an Explicit Treatment of Entrainment Processes
journal, September 2006
- Hong, Song-You; Noh, Yign; Dudhia, Jimy
- Monthly Weather Review, Vol. 134, Issue 9
Radiative forcing by long-lived greenhouse gases: Calculations with the AER radiative transfer models
journal, January 2008
- Iacono, Michael J.; Delamere, Jennifer S.; Mlawer, Eli J.
- Journal of Geophysical Research, Vol. 113, Issue D13
Simulating marine boundary layer clouds over the eastern Pacific in a regional climate model with double-moment cloud microphysics
journal, January 2009
- Lauer, Axel; Wang, Yuqing; Phillips, Vaughan T. J.
- Journal of Geophysical Research, Vol. 114, Issue D21
Assessing future nitrogen deposition and carbon cycle feedback using a multimodel approach: Analysis of nitrogen deposition
journal, January 2005
- Lamarque, J. -F.
- Journal of Geophysical Research, Vol. 110, Issue D19
Historical (1850–2000) gridded anthropogenic and biomass burning emissions of reactive gases and aerosols: methodology and application
journal, January 2010
- Lamarque, J. -F.; Bond, T. C.; Eyring, V.
- Atmospheric Chemistry and Physics, Vol. 10, Issue 15
Implementation of an E –ϵ Parameterization of Vertical Subgrid-Scale Mixing in a Regional Model
journal, May 1996
- Langland, Rolf H.; Liou, Chi-Sann
- Monthly Weather Review, Vol. 124, Issue 5
A global three-dimensional model study of carbonaceous aerosols
journal, August 1996
- Liousse, C.; Penner, J. E.; Chuang, C.
- Journal of Geophysical Research: Atmospheres, Vol. 101, Issue D14
Sea-salt aerosol response to climate change: Last Glacial Maximum, preindustrial, and doubled carbon dioxide climates
journal, January 2006
- Mahowald, Natalie M.; Lamarque, Jean-François; Tie, Xue Xi
- Journal of Geophysical Research, Vol. 111, Issue D5
Laboratory simulations and parameterization of the primary marine aerosol production: THE PRIMARY MARINE AEROSOL SOURCE
journal, May 2003
- Mårtensson, E. M.; Nilsson, E. D.; de Leeuw, G.
- Journal of Geophysical Research: Atmospheres, Vol. 108, Issue D9
The Measurement and Parameterization of Effective Radius of Droplets in Warm Stratocumulus Clouds
journal, July 1994
- Martin, G. M.; Johnson, D. W.; Spice, A.
- Journal of the Atmospheric Sciences, Vol. 51, Issue 13
Ocean–Cloud–Atmosphere–Land Interactions in the Southeastern Pacific: The VOCALS Program
journal, March 2014
- Mechoso, C. R.; Wood, R.; Weller, R.
- Bulletin of the American Meteorological Society, Vol. 95, Issue 3
A New Parameterization of Cloud Droplet Activation Applicable to General Circulation Models
journal, April 2006
- Ming, Yi; Ramaswamy, V.; Donner, Leo J.
- Journal of the Atmospheric Sciences, Vol. 63, Issue 4
Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave
journal, July 1997
- Mlawer, Eli J.; Taubman, Steven J.; Brown, Patrick D.
- Journal of Geophysical Research: Atmospheres, Vol. 102, Issue D14
Aerosol analysis and forecast in the European Centre for Medium-Range Weather Forecasts Integrated Forecast System: Forward modeling
journal, January 2009
- Morcrette, J. -J.; Boucher, O.; Jones, L.
- Journal of Geophysical Research, Vol. 114, Issue D6
An Improved Mellor–Yamada Level-3 Model with Condensation Physics: Its Design and Verification
journal, July 2004
- Nakanishi, Mikio; Niino, Hiroshi
- Boundary-Layer Meteorology, Vol. 112, Issue 1
In situ evaluation of air-sea gas exchange parameterizations using novel conservative and volatile tracers
journal, March 2000
- Nightingale, Philip D.; Malin, Gill; Law, Cliff S.
- Global Biogeochemical Cycles, Vol. 14, Issue 1
The University of Washington Shallow Convection and Moist Turbulence Schemes and Their Impact on Climate Simulations with the Community Atmosphere Model
journal, June 2009
- Park, Sungsu; Bretherton, Christopher S.
- Journal of Climate, Vol. 22, Issue 12
Evaluating Parameterizations in General Circulation Models: Climate Simulation Meets Weather Prediction
journal, December 2004
- Phillips, Thomas J.; Potter, Gerald L.; Williamson, David L.
- Bulletin of the American Meteorological Society, Vol. 85, Issue 12
Nucleation Processes in Deep Convection Simulated by a Cloud-System-Resolving Model with Double-Moment Bulk Microphysics
journal, March 2007
- Phillips, Vaughan T. J.; Donner, Leo J.; Garner, Stephen T.
- Journal of the Atmospheric Sciences, Vol. 64, Issue 3
An Empirical Parameterization of Heterogeneous Ice Nucleation for Multiple Chemical Species of Aerosol
journal, September 2008
- Phillips, Vaughan T. J.; DeMott, Paul J.; Andronache, Constantin
- Journal of the Atmospheric Sciences, Vol. 65, Issue 9
A Comparison of the CCM3 Model Climate Using Diagnosed and Predicted Condensate Parameterizations
journal, July 1998
- Rasch, P. J.; Kristjánsson, J. E.
- Journal of Climate, Vol. 11, Issue 7
On the “tuning” of autoconversion parameterizations in climate models
journal, June 2000
- Rotstayn, Leon D.
- Journal of Geophysical Research: Atmospheres, Vol. 105, Issue D12
Modeling the formation of secondary organic aerosol within a comprehensive air quality model system
journal, November 2001
- Schell, Benedikt; Ackermann, Ingmar J.; Hass, Heinz
- Journal of Geophysical Research: Atmospheres, Vol. 106, Issue D22
Radiative effects of CH 4 , N 2 O, halocarbons and the foreign-broadened H 2 O continuum: A GCM experiment
journal, April 1999
- Schwarzkopf, M. Daniel; Ramaswamy, V.
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D8
Global and regional anthropogenic sulfur dioxide emissions
journal, May 2001
- Smith, Steven J.; Pitcher, Hugh; Wigley, T. M. L.
- Global and Planetary Change, Vol. 29, Issue 1-2
Aerosol activation in marine stratocumulus clouds: 2. Köhler and parcel theory closure studies
journal, January 2003
- Snider, Jefferson R.
- Journal of Geophysical Research, Vol. 108, Issue D15
A regional real-time forecast of marine boundary layers during VOCALS-REx
journal, January 2011
- Wang, S.; O'Neill, L. W.; Jiang, Q.
- Atmospheric Chemistry and Physics, Vol. 11, Issue 2
Open cellular structure in marine stratocumulus sheets
journal, January 2008
- Wood, R.; Comstock, K. K.; Bretherton, C. S.
- Journal of Geophysical Research, Vol. 113, Issue D12
Precipitation driving of droplet concentration variability in marine low clouds: PRECIPITATION DRIVING OF DROP CONC
journal, October 2012
- Wood, Robert; Leon, David; Lebsock, Matthew
- Journal of Geophysical Research: Atmospheres, Vol. 117, Issue D19
A new lumped structure photochemical mechanism for large-scale applications
journal, December 1999
- Zaveri, Rahul A.; Peters, Leonard K.
- Journal of Geophysical Research: Atmospheres, Vol. 104, Issue D23
Model for Simulating Aerosol Interactions and Chemistry (MOSAIC)
journal, January 2008
- Zaveri, Rahul A.; Easter, Richard C.; Fast, Jerome D.
- Journal of Geophysical Research, Vol. 113, Issue D13
Mineral dust increases the habitability of terrestrial planets but confounds biomarker detection
journal, June 2020
- Boutle, Ian A.; Joshi, Manoj; Lambert, F. Hugo
- Nature Communications, Vol. 11, Issue 1
Global model simulations of the impact of ocean-going ships on aerosols, clouds, and the radiation budget
text, January 2007
- Lauer, Axel; Eyring, Veronika; Hendricks, Johannes
- ETH Zurich
Evaluation of stratocumulus cloud prediction in the Met Office forecast model during VOCALS-REx
posted_content, July 2010
- Abel, S. J.; Walters, D. N.; Allen, G.
- Atmospheric Chemistry and Physics Discussions
A global emission inventory of carbonaceous aerosol from historic records of fossil fuel and biofuel consumption for the period 1860–1997
posted_content, June 2006
- Junker, C.; Liousse, C.
- Atmospheric Chemistry and Physics Discussions
Coupling aerosol-cloud-radiative processes in the WRF-Chem model: investigating the radiative impact of elevated point sources
journal, January 2008
- Chapman, E. G.; Gustafson,, W. I.; Easter, R. C.
- Atmospheric Chemistry and Physics Discussions, Vol. 8, Issue 4
An aircraft case study of the spatial transition from closed to open mesoscale cellular convection over the Southeast Pacific
journal, January 2010
- Wood, R.; Bretherton, C. S.; Leon, D.
- Atmospheric Chemistry and Physics Discussions, Vol. 10, Issue 7
Assessing regional scale predictions of aerosols, marine stratocumulus, and their interactions during VOCALS-REx using WRF-Chem
posted_content, August 2011
- Yang, Q.; Gustafson, Jr., W. I.; Fast, J. D.
- Atmospheric Chemistry and Physics Discussions
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journal, November 2019
- Brunke, Michael A.; Ma, Po‐Lun; Reeves Eyre, J. E. Jack
- Geophysical Research Letters, Vol. 46, Issue 21
Assessment of marine boundary layer cloud simulations in the CAM with CLUBB and updated microphysics scheme based on ARM observations from the Azores: MBL CLOUDS IN CAM-CLUBB-MG2 VERSUS ARM OBSERVATIONS
journal, July 2016
- Zheng, X.; Klein, S. A.; Ma, H. -Y.
- Journal of Geophysical Research: Atmospheres, Vol. 121, Issue 14
Alleviated Double ITCZ Problem in the NCAR CESM1: A New Cloud Scheme and the Working Mechanisms
journal, September 2018
- Qin, Yi; Lin, Yanluan
- Journal of Advances in Modeling Earth Systems, Vol. 10, Issue 9
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journal, June 2018
- Grosvenor, Daniel P.; Sourdeval, Odran; Zuidema, Paquita
- Reviews of Geophysics, Vol. 56, Issue 2
Evaluating cloud properties in an ensemble of regional online coupled models against satellite observations
journal, January 2018
- Baró, Rocío; Jiménez-Guerrero, Pedro; Stengel, Martin
- Atmospheric Chemistry and Physics, Vol. 18, Issue 20
Evaluating cloud properties in an ensemble of regional online coupled models against satellite observations
text, January 2018
- Baró, Rocío; Jiménez-Guerrero, Pedro; Stengel, Martin
- Karlsruhe
Remote Sensing of Droplet Number Concentration in Warm Clouds: A Review of the Current State of Knowledge and Perspectives
journal, June 2018
- Grosvenor, Daniel P.; Sourdeval, Odran; Zuidema, Paquita
- Reviews of Geophysics, Vol. 56, Issue 2