The Implementation of a Mineral Dust Wet Deposition Scheme in the GOCART-AFWA Module of the WRF Model

The principal objective of this study is to present and evaluate an advanced dust wet deposition scheme in the Weather and Research Forecasting model coupled with Chemistry (WRF-Chem). As far as the chemistry component is concerned, the Georgia Tech Goddard Global Ozone Chemistry Aerosol Radiation and Transport of the Air Force Weather Agency (GOCART-AFWA) module is applied, as it supports a binary scheme for dust emissions and transport. However, the GOCART-AFWA aerosol module does not incorporate a wet scavenging scheme, nor does it interact with cloud processes. The integration of a dust wet deposition scheme following Seinfeld and Pandis into the WRF-Chem model is assessed through a case study of large-scale Saharan dust transport over the Eastern Mediterranean that is characterized by severe wet deposition over Greece. An acceptable agreement was found between the calculated and measured near surface PM10 concentrations, as well as when model estimated atmospheric optical depth (AOD) was validated against the AERONET measurements, indicating the validity of our dust wet deposition scheme.

[1]  L. M. Frohn,et al.  Atmospheric Chemistry and Physics Modelling Transport and Deposition of Caesium and Iodine from the Chernobyl Accident Using the Dream Model , 2002 .

[2]  Albert Ansmann,et al.  Three-dimensional evolution of Saharan dust transport towards Europe based on a 9-year EARLINET-optimized CALIPSO dataset , 2017 .

[3]  L. Mona,et al.  Lidar Measurements for Desert Dust Characterization: An Overview , 2012 .

[4]  J. L. Colin,et al.  Rain-aerosol coupling in urban area: Scavenging ratio measurement and identification of some transfer processes , 1988 .

[5]  S. Greenfield,et al.  RAIN SCAVENGING OF RADIOACTIVE PARTICULATE MATTER FROM THE ATMOSPHERE , 1957 .

[6]  William L. Chameides,et al.  Rainout lifetimes of highly soluble aerosols and gases as inferred from simulations with a general circulation model , 1986 .

[7]  G. Kallos,et al.  A model for prediction of desert dust cycle in the atmosphere , 2001 .

[8]  Hanna Vehkamäki,et al.  Ultrafine particle scavenging coefficients calculated from 6 years field measurements , 2003 .

[9]  R. Draxler An Overview of the HYSPLIT_4 Modelling System for Trajectories, Dispersion, and Deposition , 1998 .

[10]  Pinhas Alpert,et al.  Predominant transport paths of Saharan dust over the Mediterranean Sea to Europe , 2012 .

[11]  M. Chin,et al.  Sources and distributions of dust aerosols simulated with the GOCART model , 2001 .

[12]  J. Seinfeld,et al.  Atmospheric Chemistry and Physics: From Air Pollution to Climate Change , 1997 .

[13]  Rodney Potts,et al.  Modelling wet deposition in simulations of volcanic ash dispersion from hypothetical eruptions of Merapi, Indonesia , 2016 .

[14]  Richard T. Cederwall,et al.  Precipitation scavenging of atmospheric aerosols for emergency response applications: testing an updated model with new real-time data , 2004 .

[15]  Franco Marenco,et al.  From Tropospheric Folding to Khamsin and Foehn Winds: How Atmospheric Dynamics Advanced a Record-Breaking Dust Episode in Crete , 2018, Atmosphere.

[16]  Yaping Shao,et al.  An intercomparison of four wet deposition schemes used in dust transport modeling , 2006 .

[17]  M. First An introduction to air chemistry . Academic Press, New York, 1972. XIV, 242 pp., illustr. $10.95 , 1973 .

[18]  G. Powers,et al.  A Description of the Advanced Research WRF Version 3 , 2008 .

[19]  J. Hales,et al.  Statistical aspects of the washout of polydisperse aerosols , 1976 .

[20]  Konstantinos Lagouvardos,et al.  Sensitivity of the WRF-Chem (V3.6.1) model to different dust emission parametrisation: Assessment in the broader Mediterranean region , 2017 .

[21]  Michael Schulz,et al.  Atmospheric transport and deposition of mineral dust to the ocean: implications for research needs. , 2012, Environmental science & technology.

[22]  Oleg Dubovik,et al.  Mixing of dust and NH3 observed globally over anthropogenic dust sources , 2012 .

[23]  François Dulac,et al.  Wet deposition in a global size-dependent aerosol transport model: 1. Comparison of a 1 year 210Pb simulation with ground measurements , 1998 .

[24]  Yong Xue,et al.  Dust Aerosol Optical Depth Retrieval and Dust Storm Detection for Xinjiang Region Using Indian National Satellite Observations , 2016, Remote. Sens..

[25]  K. D. Beheng,et al.  Mathematical studies on the aerosol concentration in drops changing due to particle scavenging and redistribution by coagulation , 1986 .

[26]  Ross D. Hoehn,et al.  Impact of atmospheric dust emission schemes on dust production and concentration over the Arabian Peninsula , 2016, Modeling Earth Systems and Environment.

[27]  Georg A. Grell,et al.  Fully coupled “online” chemistry within the WRF model , 2005 .

[28]  H. R. Pruppacher,et al.  The Effect of Vertical Turbulent Fluctuations in the Atmosphere on the Collection of Aerosol Particles by Cloud Drops , 1985 .

[29]  G. Pigeon,et al.  Scavenging of aerosol particles by rain in a cloud resolving model , 2010 .

[30]  J. D. Cetola,et al.  Update on modifications to WRF-CHEM GOCART for fine-scale dust forecasting at AFWA , 2012 .

[31]  H. D. Orville,et al.  Numerical Modeling of Precipitation and Cloud Shadow Effects on Mountain-Induced Cumuli , 1969 .

[32]  G. Thompson,et al.  Impact of Cloud Microphysics on the Development of Trailing Stratiform Precipitation in a Simulated Squall Line: Comparison of One- and Two-Moment Schemes , 2009 .

[33]  Jian Feng,et al.  A size‐resolved model for below‐cloud scavenging of aerosols by snowfall , 2009 .

[34]  L. Mona,et al.  EARLINET dust observations vs. BSC-DREAM8b modeled profiles: 12-year-long systematic comparison at Potenza, Italy , 2014 .

[35]  John S. Kain,et al.  The Kain–Fritsch Convective Parameterization: An Update , 2004 .

[36]  Petr Chylek,et al.  Canadian Aerosol Module: A size‐segregated simulation of atmospheric aerosol processes for climate and air quality models 1. Module development , 2003 .

[37]  Soon-Ung Park,et al.  A simulation of long-range transport of Yellow Sand observed in April 1998 in Korea , 2002 .

[38]  G. Bergametti,et al.  Parametrization of the increase of the aeolian erosion threshold wind friction velocity due to soil moisture for arid and semi-arid areas , 1999 .

[39]  Chris Polashenski,et al.  The AFWA Dust Emissions Scheme for the GOCART Aerosol Model in WRF-Chem , 2018 .

[40]  C. Zender,et al.  Mineral Dust Entrainment and Deposition (DEAD) model: Description and 1990s dust climatology , 2003 .

[41]  Eleni Marinou,et al.  A 3-D evaluation of the MACC reanalysis dust product over Europe, northern Africa and Middle East using CALIOP/CALIPSO dust satellite observations , 2018, Atmospheric Chemistry and Physics.

[42]  Christos Spyrou,et al.  Direct radiative impacts of desert dust on atmospheric water content , 2018 .

[43]  B. Marticorena,et al.  Modeling the atmospheric dust cycle: 1. Design of a soil-derived dust emission scheme , 1995 .

[44]  I. Fung,et al.  Modeling of mineral dust in the atmosphere: Sources, transport, and optical thickness , 1994 .

[45]  Roy M. Harrison,et al.  Size-differentiated composition of inorganic atmospheric aerosols of both marine and polluted continental origin , 1983 .

[46]  B. White,et al.  Soil Transport by Winds on Mars , 1979 .

[47]  E. Mlawer,et al.  Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave , 1997 .

[48]  Xavier Querol,et al.  The regime of intense desert dust episodes in the Mediterranean based on contemporary satellite observations and ground measurements , 2013 .

[49]  Kostas Kourtidis,et al.  Differences between the MODIS Collection 6 and 5.1 aerosol datasets over the greater Mediterranean region , 2016 .

[50]  Owen B. Toon,et al.  Saharan and Asian dust: similarities and differences determined by CALIPSO, AERONET, and a coupled climate-aerosol microphysical model , 2010 .

[51]  P. Wang,et al.  An Experimental Determination of the Efficiency with Which Aerosol Particles are Collected by Water Drops in Subsaturated Air , 1977 .

[52]  Franco Lucarelli,et al.  Saharan dust aerosol over the central Mediterranean Sea: PM10 chemical composition and concentration versus optical columnar measurements , 2014 .

[53]  Wenhao Zhang,et al.  Detection of Asian Dust Storm Using MODIS Measurements , 2017, Remote. Sens..

[54]  Bruno Sportisse,et al.  A review of parameterizations for modelling dry deposition and scavenging of radionuclides , 2007 .

[55]  Andrew Gettelman,et al.  A new two-moment bulk stratiform cloud microphysics scheme in the Community Atmosphere Model, version 3 (CAM3). Part I: Description and numerical tests , 2008 .

[56]  Shian-Jiann Lin,et al.  Atmospheric Sulfur Cycle Simulated in the Global Model Gocart: Model Description and Global Properties , 2013 .

[57]  Sara Basart,et al.  Mediterranean intense desert dust outbreaks and their verticalstructure based on remote sensing data , 2015 .

[58]  Nobuo Sugimoto,et al.  Continuous observations of Asian dust and other aerosols by polarization lidars in China and Japan during ACE-Asia , 2004 .

[59]  J. Kok,et al.  Does the size distribution of mineral dust aerosols depend on the wind speed at emission ? , 2011 .

[60]  Jason A. Milbrandt,et al.  Comparison of Two-Moment Bulk Microphysics Schemes in Idealized Supercell Thunderstorm Simulations , 2011 .

[61]  Zev Levin,et al.  An integrated modeling study on the effects of mineral dust and sea salt particles on clouds and precipitation , 2010 .

[62]  Janusz A. Pudykiewicz,et al.  Simulation of the Chernobyl dispersion with a 3-D hemispheric tracer model , 1989 .

[63]  Ying Li,et al.  Dust Detection and Intensity Estimation Using Himawari-8/AHI Observation , 2018, Remote. Sens..

[64]  Gilles Foret,et al.  Impact of dust size parameterizations on aerosol burden and radiative forcing in RegCM4 , 2017 .

[65]  Christina Mitsakou,et al.  An improved limited area model for describing the dust cycle in the atmosphere , 2010 .

[66]  Masahiko Hayashi,et al.  Wet and dry deposition of mineral dust particles in Japan: factors related to temporal variation and spatial distribution , 2013 .

[67]  K. D. Beheng A parameterization of warm cloud microphysical conversion processes , 1994 .

[68]  Ina Tegen,et al.  Modeling the mineral dust aerosol cycle in the climate system , 2003 .

[69]  Davide Dionisi,et al.  WRF-Chem model simulations of a dust outbreak over the central Mediterranean and comparison with multi-sensor desert dust observations , 2016 .

[70]  L. Mona,et al.  A methodology for investigating dust model performance using synergistic EARLINET/AERONET dust concentration retrievals , 2015 .

[71]  A. J. Elliott,et al.  Adapting WRF-CHEM GOCART for Fine-Scale Dust Forecasting , 2010 .