Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison

In the framework of the World Meteorological Organisation's Sand and Dust Storm Warning Advisory and Assessment System, we evaluated the predictions of five state-of-the-art dust forecast models during an intense Saharan dust outbreak affecting western and northern Europe in April 2011. We asse...

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Main Authors: Huneeus, Nicolás, Basart, Sara, Fiedler, Stephanie, Morcrette, Jean-Jacques, Benedetti, Angela, Mulcahy, Jane, Terradellas, Enric, Pérez García-Pando, Carlos, Pejanović, Goran, Ničković, Slobodan, Arsenovic, Pavle, Schulz, Michael, Cuevas, Emilio, Baldasano, José M., Pey, Jorge, Rémy, Samuel, Cvetkovic, B.
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus 2016
Subjects:
Online Access:https://hdl.handle.net/20.500.11850/116556
https://doi.org/10.3929/ethz-b-000116556
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spelling ftethz:oai:www.research-collection.ethz.ch:20.500.11850/116556 2023-05-15T13:06:32+02:00 Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison Huneeus, Nicolás Basart, Sara Fiedler, Stephanie Morcrette, Jean-Jacques Benedetti, Angela Mulcahy, Jane Terradellas, Enric Pérez García-Pando, Carlos Pejanović, Goran Ničković, Slobodan Arsenovic, Pavle Schulz, Michael Cuevas, Emilio Baldasano, José M. Pey, Jorge Rémy, Samuel Cvetkovic, B. 2016 application/application/pdf https://hdl.handle.net/20.500.11850/116556 https://doi.org/10.3929/ethz-b-000116556 en eng Copernicus info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-16-4967-2016 info:eu-repo/semantics/altIdentifier/wos/000376937000014 http://hdl.handle.net/20.500.11850/116556 doi:10.3929/ethz-b-000116556 info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/3.0/ Creative Commons Attribution 3.0 Unported CC-BY Atmospheric Chemistry and Physics, 16 (8) info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2016 ftethz https://doi.org/20.500.11850/116556 https://doi.org/10.3929/ethz-b-000116556 https://doi.org/10.5194/acp-16-4967-2016 2023-02-13T00:45:46Z In the framework of the World Meteorological Organisation's Sand and Dust Storm Warning Advisory and Assessment System, we evaluated the predictions of five state-of-the-art dust forecast models during an intense Saharan dust outbreak affecting western and northern Europe in April 2011. We assessed the capacity of the models to predict the evolution of the dust cloud with lead times of up to 72h using observations of aerosol optical depth (AOD) from the AErosol RObotic NETwork (AERONET) and the Moderate Resolution Imaging Spectroradiometer (MODIS) and dust surface concentrations from a ground-based measurement network. In addition, the predicted vertical dust distribution was evaluated with vertical extinction profiles from the Cloud and Aerosol Lidar with Orthogonal Polarization (CALIOP). To assess the diversity in forecast capability among the models, the analysis was extended to wind field (both surface and profile), synoptic conditions, emissions and deposition fluxes. Models predict the onset and evolution of the AOD for all analysed lead times. On average, differences among the models are larger than differences among lead times for each individual model. In spite of large differences in emission and deposition, the models present comparable skill for AOD. In general, models are better in predicting AOD than near-surface dust concentration over the Iberian Peninsula. Models tend to underestimate the long-range transport towards northern Europe. Our analysis suggests that this is partly due to difficulties in simulating the vertical distribution dust and horizontal wind. Differences in the size distribution and wet scavenging efficiency may also account for model diversity in long-range transport. ISSN:1680-7375 ISSN:1680-7367 Article in Journal/Newspaper Aerosol Robotic Network ETH Zürich Research Collection
institution Open Polar
collection ETH Zürich Research Collection
op_collection_id ftethz
language English
description In the framework of the World Meteorological Organisation's Sand and Dust Storm Warning Advisory and Assessment System, we evaluated the predictions of five state-of-the-art dust forecast models during an intense Saharan dust outbreak affecting western and northern Europe in April 2011. We assessed the capacity of the models to predict the evolution of the dust cloud with lead times of up to 72h using observations of aerosol optical depth (AOD) from the AErosol RObotic NETwork (AERONET) and the Moderate Resolution Imaging Spectroradiometer (MODIS) and dust surface concentrations from a ground-based measurement network. In addition, the predicted vertical dust distribution was evaluated with vertical extinction profiles from the Cloud and Aerosol Lidar with Orthogonal Polarization (CALIOP). To assess the diversity in forecast capability among the models, the analysis was extended to wind field (both surface and profile), synoptic conditions, emissions and deposition fluxes. Models predict the onset and evolution of the AOD for all analysed lead times. On average, differences among the models are larger than differences among lead times for each individual model. In spite of large differences in emission and deposition, the models present comparable skill for AOD. In general, models are better in predicting AOD than near-surface dust concentration over the Iberian Peninsula. Models tend to underestimate the long-range transport towards northern Europe. Our analysis suggests that this is partly due to difficulties in simulating the vertical distribution dust and horizontal wind. Differences in the size distribution and wet scavenging efficiency may also account for model diversity in long-range transport. ISSN:1680-7375 ISSN:1680-7367
format Article in Journal/Newspaper
author Huneeus, Nicolás
Basart, Sara
Fiedler, Stephanie
Morcrette, Jean-Jacques
Benedetti, Angela
Mulcahy, Jane
Terradellas, Enric
Pérez García-Pando, Carlos
Pejanović, Goran
Ničković, Slobodan
Arsenovic, Pavle
Schulz, Michael
Cuevas, Emilio
Baldasano, José M.
Pey, Jorge
Rémy, Samuel
Cvetkovic, B.
spellingShingle Huneeus, Nicolás
Basart, Sara
Fiedler, Stephanie
Morcrette, Jean-Jacques
Benedetti, Angela
Mulcahy, Jane
Terradellas, Enric
Pérez García-Pando, Carlos
Pejanović, Goran
Ničković, Slobodan
Arsenovic, Pavle
Schulz, Michael
Cuevas, Emilio
Baldasano, José M.
Pey, Jorge
Rémy, Samuel
Cvetkovic, B.
Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
author_facet Huneeus, Nicolás
Basart, Sara
Fiedler, Stephanie
Morcrette, Jean-Jacques
Benedetti, Angela
Mulcahy, Jane
Terradellas, Enric
Pérez García-Pando, Carlos
Pejanović, Goran
Ničković, Slobodan
Arsenovic, Pavle
Schulz, Michael
Cuevas, Emilio
Baldasano, José M.
Pey, Jorge
Rémy, Samuel
Cvetkovic, B.
author_sort Huneeus, Nicolás
title Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
title_short Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
title_full Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
title_fullStr Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
title_full_unstemmed Forecasting the northern African dust outbreak towards Europe in April 2011: A model intercomparison
title_sort forecasting the northern african dust outbreak towards europe in april 2011: a model intercomparison
publisher Copernicus
publishDate 2016
url https://hdl.handle.net/20.500.11850/116556
https://doi.org/10.3929/ethz-b-000116556
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source Atmospheric Chemistry and Physics, 16 (8)
op_relation info:eu-repo/semantics/altIdentifier/doi/10.5194/acp-16-4967-2016
info:eu-repo/semantics/altIdentifier/wos/000376937000014
http://hdl.handle.net/20.500.11850/116556
doi:10.3929/ethz-b-000116556
op_rights info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by/3.0/
Creative Commons Attribution 3.0 Unported
op_rightsnorm CC-BY
op_doi https://doi.org/20.500.11850/116556
https://doi.org/10.3929/ethz-b-000116556
https://doi.org/10.5194/acp-16-4967-2016
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