Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe

Aerosol-cloud interactions (ACI) represent one of the most important sources of uncertainties in climate modelling. In this sense, realistic simulations of ACI are needed for a better understanding of the complex interactions between air pollution and the climate system. This work quantifies the add...

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Main Authors: Laura Palacios-Peña, Juan P. Montávez, José M. López-Romero, Sonia Jerez, Juan J. Gómez-Navarro, Raquel Lorente-Plazas, Jesús Ruiz, Pedro Jiménez-Guerrero
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/11/4/360
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spelling doaj-5706f4e544cc48f18f18245cb92bec3b2020-11-25T02:04:03ZengMDPI AGAtmosphere2073-44332020-04-011136036010.3390/atmos11040360Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over EuropeLaura Palacios-Peña0Juan P. Montávez1José M. López-Romero2Sonia Jerez3Juan J. Gómez-Navarro4Raquel Lorente-Plazas5Jesús Ruiz6Pedro Jiménez-Guerrero7Physics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainPhysics of the Earth, Regional Campus of International Excellence “Campus Mare Nostrum”, Campus de Espinardo, University of Murcia, 30100 Murcia, SpainAerosol-cloud interactions (ACI) represent one of the most important sources of uncertainties in climate modelling. In this sense, realistic simulations of ACI are needed for a better understanding of the complex interactions between air pollution and the climate system. This work quantifies the added value of including ACI in an online coupled climate/chemistry model (WRF-Chem, 0.44<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> horizontal resolution, years 2003 to 2010) in order to assess whether there is an improvement in the representation of aerosol optical depth (AOD). Modelling results for each species have been evaluated against the Copernicus Atmosphere Monitoring Service (CAMS) reanalysis, and AOD at 675 nm has been compared to AERONET data. Results indicate that the improvements of the monthly biases are around 8% for total AOD550 when including ACI, reaching 20% for the monthly bias in AOD550 coming from dust. Moreover, the temporal representation of AOD550 largely improves (increase in the Pearson time correlation coefficients), ranging from 6% to 20% depending on the chemical species considered. The benefits from this improvement overcome the problems derived from the high computational time required in ACI simulations (eight times higher with respect to simulations not including aerosol-cloud interactions).https://www.mdpi.com/2073-4433/11/4/360aerosol-cloud interactionsregional climateaerosol optical depthair quality modellingair quality-climate interactions
collection DOAJ
language English
format Article
sources DOAJ
author Laura Palacios-Peña
Juan P. Montávez
José M. López-Romero
Sonia Jerez
Juan J. Gómez-Navarro
Raquel Lorente-Plazas
Jesús Ruiz
Pedro Jiménez-Guerrero
spellingShingle Laura Palacios-Peña
Juan P. Montávez
José M. López-Romero
Sonia Jerez
Juan J. Gómez-Navarro
Raquel Lorente-Plazas
Jesús Ruiz
Pedro Jiménez-Guerrero
Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
Atmosphere
aerosol-cloud interactions
regional climate
aerosol optical depth
air quality modelling
air quality-climate interactions
author_facet Laura Palacios-Peña
Juan P. Montávez
José M. López-Romero
Sonia Jerez
Juan J. Gómez-Navarro
Raquel Lorente-Plazas
Jesús Ruiz
Pedro Jiménez-Guerrero
author_sort Laura Palacios-Peña
title Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
title_short Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
title_full Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
title_fullStr Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
title_full_unstemmed Added Value of Aerosol-Cloud Interactions for Representing Aerosol Optical Depth in an Online Coupled Climate-Chemistry Model over Europe
title_sort added value of aerosol-cloud interactions for representing aerosol optical depth in an online coupled climate-chemistry model over europe
publisher MDPI AG
series Atmosphere
issn 2073-4433
publishDate 2020-04-01
description Aerosol-cloud interactions (ACI) represent one of the most important sources of uncertainties in climate modelling. In this sense, realistic simulations of ACI are needed for a better understanding of the complex interactions between air pollution and the climate system. This work quantifies the added value of including ACI in an online coupled climate/chemistry model (WRF-Chem, 0.44<inline-formula> <math display="inline"> <semantics> <msup> <mrow></mrow> <mo>∘</mo> </msup> </semantics> </math> </inline-formula> horizontal resolution, years 2003 to 2010) in order to assess whether there is an improvement in the representation of aerosol optical depth (AOD). Modelling results for each species have been evaluated against the Copernicus Atmosphere Monitoring Service (CAMS) reanalysis, and AOD at 675 nm has been compared to AERONET data. Results indicate that the improvements of the monthly biases are around 8% for total AOD550 when including ACI, reaching 20% for the monthly bias in AOD550 coming from dust. Moreover, the temporal representation of AOD550 largely improves (increase in the Pearson time correlation coefficients), ranging from 6% to 20% depending on the chemical species considered. The benefits from this improvement overcome the problems derived from the high computational time required in ACI simulations (eight times higher with respect to simulations not including aerosol-cloud interactions).
topic aerosol-cloud interactions
regional climate
aerosol optical depth
air quality modelling
air quality-climate interactions
url https://www.mdpi.com/2073-4433/11/4/360
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