Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)

International audience The present study investigates the optical properties of aerosols on daily and seasonal scales with the use of the aerosol optical depth (AOD) and Angström exponent (AE) data retrieved from AErosol RObotic NETwork (AERONET) and collected at four stations in Southern Morocco-Sa...

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Published in:Atmosphere
Main Authors: Millet, Tristan, Bencherif, Hassan, Bounhir, Aziza, Bègue, Nelson, Lamy, Kévin, Ranaivombola, Marion, Benkhaldoun, Zouhair, Portafaix, Thierry, Duflot, Valentin
Other Authors: Laboratoire de l'Atmosphère et des Cyclones (LACy), Institut national des sciences de l'Univers (INSU - CNRS)-Université de La Réunion (UR)-Centre National de la Recherche Scientifique (CNRS)-Météo-France, Université Cadi Ayyad Marrakech (UCA)
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.univ-reunion.fr/hal-04137069
https://hal.univ-reunion.fr/hal-04137069/document
https://hal.univ-reunion.fr/hal-04137069/file/atmosphere-13-00923-v4.pdf
https://doi.org/10.3390/atmos13060923
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spelling ftunivreunion:oai:HAL:hal-04137069v1 2024-09-09T18:55:37+00:00 Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020) Millet, Tristan Bencherif, Hassan Bounhir, Aziza Bègue, Nelson Lamy, Kévin Ranaivombola, Marion Benkhaldoun, Zouhair Portafaix, Thierry Duflot, Valentin Laboratoire de l'Atmosphère et des Cyclones (LACy) Institut national des sciences de l'Univers (INSU - CNRS)-Université de La Réunion (UR)-Centre National de la Recherche Scientifique (CNRS)-Météo-France Université Cadi Ayyad Marrakech (UCA) 2022-06-06 https://hal.univ-reunion.fr/hal-04137069 https://hal.univ-reunion.fr/hal-04137069/document https://hal.univ-reunion.fr/hal-04137069/file/atmosphere-13-00923-v4.pdf https://doi.org/10.3390/atmos13060923 en eng HAL CCSD MDPI info:eu-repo/semantics/altIdentifier/doi/10.3390/atmos13060923 hal-04137069 https://hal.univ-reunion.fr/hal-04137069 https://hal.univ-reunion.fr/hal-04137069/document https://hal.univ-reunion.fr/hal-04137069/file/atmosphere-13-00923-v4.pdf doi:10.3390/atmos13060923 http://creativecommons.org/licenses/by/ info:eu-repo/semantics/OpenAccess ISSN: 2073-4433 EISSN: 2073-4433 Atmosphere https://hal.univ-reunion.fr/hal-04137069 Atmosphere, 2022, 13, ⟨10.3390/atmos13060923⟩ Aerosol aerosol optical depth Angström exponent aerosol volumetric size distribution AERONET MODIS MERRA-2 CAMS HYSPLIT dust desert Morocco [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/article Journal articles 2022 ftunivreunion https://doi.org/10.3390/atmos13060923 2024-06-24T23:54:33Z International audience The present study investigates the optical properties of aerosols on daily and seasonal scales with the use of the aerosol optical depth (AOD) and Angström exponent (AE) data retrieved from AErosol RObotic NETwork (AERONET) and collected at four stations in Southern Morocco-Saada (31.63°N; 8.16°W), Ouarzazate (30.93°N; 6.91°W), Oukaïmeden (31.21°N; 7.86°W) and Ras-El-Aïn (31.67°N; 7.60°W). An evaluation of the aerosol volumetric size distribution (AVSD) is also obtained for Saada and Ouarzazate. An AOD inter-comparison is performed between AERONET data and satellite sensors (MODerate resolution Imaging Spectroradiometer-MODIS), as well as assimilation products (Modern-Era Retrospective analysis for Research and Applications, version 2 (MERRA-2) and Copernicus Atmosphere Monitoring Service (CAMS)), by the means of a linear regression. Regardless of site location and elevation, the results show the prevalence of the annual cycle of AOD, with a maximum in summer and a minimum in winter. In association with this seasonal variation, the variations in AE and AVSD showed an increase in coarse mode over Ouarzazate and Saada during summer (July to August), underlining that Southern Morocco is prone to the regular transport of desert dust on a seasonal basis. The inter-comparison reveals that the MERRA-2 dataset is slightly more appropriate for the study region, since it shows correlation coefficients (r) ranging from 0.758 to 0.844 and intercepts ranging from 0.021 to 0.070, depending on the study site. The statistical analysis of the back-trajectories simulated by the HYbrid Single Particle Lagrangian Integrated Trajectory (HYSPLIT) model were consistent with the observations and confirmed the dominance of desert dust aerosols during the summer over the study region. On the other hand, the winter season reveals a predominance of anthropogenic and oceanic aerosols originating from the north and the west of the study site. Article in Journal/Newspaper Aerosol Robotic Network Université de la Réunion: HAL Merra ENVELOPE(12.615,12.615,65.816,65.816) Atmosphere 13 6 923
institution Open Polar
collection Université de la Réunion: HAL
op_collection_id ftunivreunion
language English
topic Aerosol aerosol optical depth
Angström exponent
aerosol volumetric size distribution
AERONET
MODIS
MERRA-2
CAMS
HYSPLIT
dust desert
Morocco
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
spellingShingle Aerosol aerosol optical depth
Angström exponent
aerosol volumetric size distribution
AERONET
MODIS
MERRA-2
CAMS
HYSPLIT
dust desert
Morocco
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
Millet, Tristan
Bencherif, Hassan
Bounhir, Aziza
Bègue, Nelson
Lamy, Kévin
Ranaivombola, Marion
Benkhaldoun, Zouhair
Portafaix, Thierry
Duflot, Valentin
Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
topic_facet Aerosol aerosol optical depth
Angström exponent
aerosol volumetric size distribution
AERONET
MODIS
MERRA-2
CAMS
HYSPLIT
dust desert
Morocco
[SDU.OCEAN]Sciences of the Universe [physics]/Ocean
Atmosphere
description International audience The present study investigates the optical properties of aerosols on daily and seasonal scales with the use of the aerosol optical depth (AOD) and Angström exponent (AE) data retrieved from AErosol RObotic NETwork (AERONET) and collected at four stations in Southern Morocco-Saada (31.63°N; 8.16°W), Ouarzazate (30.93°N; 6.91°W), Oukaïmeden (31.21°N; 7.86°W) and Ras-El-Aïn (31.67°N; 7.60°W). An evaluation of the aerosol volumetric size distribution (AVSD) is also obtained for Saada and Ouarzazate. An AOD inter-comparison is performed between AERONET data and satellite sensors (MODerate resolution Imaging Spectroradiometer-MODIS), as well as assimilation products (Modern-Era Retrospective analysis for Research and Applications, version 2 (MERRA-2) and Copernicus Atmosphere Monitoring Service (CAMS)), by the means of a linear regression. Regardless of site location and elevation, the results show the prevalence of the annual cycle of AOD, with a maximum in summer and a minimum in winter. In association with this seasonal variation, the variations in AE and AVSD showed an increase in coarse mode over Ouarzazate and Saada during summer (July to August), underlining that Southern Morocco is prone to the regular transport of desert dust on a seasonal basis. The inter-comparison reveals that the MERRA-2 dataset is slightly more appropriate for the study region, since it shows correlation coefficients (r) ranging from 0.758 to 0.844 and intercepts ranging from 0.021 to 0.070, depending on the study site. The statistical analysis of the back-trajectories simulated by the HYbrid Single Particle Lagrangian Integrated Trajectory (HYSPLIT) model were consistent with the observations and confirmed the dominance of desert dust aerosols during the summer over the study region. On the other hand, the winter season reveals a predominance of anthropogenic and oceanic aerosols originating from the north and the west of the study site.
author2 Laboratoire de l'Atmosphère et des Cyclones (LACy)
Institut national des sciences de l'Univers (INSU - CNRS)-Université de La Réunion (UR)-Centre National de la Recherche Scientifique (CNRS)-Météo-France
Université Cadi Ayyad Marrakech (UCA)
format Article in Journal/Newspaper
author Millet, Tristan
Bencherif, Hassan
Bounhir, Aziza
Bègue, Nelson
Lamy, Kévin
Ranaivombola, Marion
Benkhaldoun, Zouhair
Portafaix, Thierry
Duflot, Valentin
author_facet Millet, Tristan
Bencherif, Hassan
Bounhir, Aziza
Bègue, Nelson
Lamy, Kévin
Ranaivombola, Marion
Benkhaldoun, Zouhair
Portafaix, Thierry
Duflot, Valentin
author_sort Millet, Tristan
title Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
title_short Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
title_full Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
title_fullStr Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
title_full_unstemmed Aerosol Distributions and Transport over Southern Morocco from Ground-Based and Satellite Observations (2004–2020)
title_sort aerosol distributions and transport over southern morocco from ground-based and satellite observations (2004–2020)
publisher HAL CCSD
publishDate 2022
url https://hal.univ-reunion.fr/hal-04137069
https://hal.univ-reunion.fr/hal-04137069/document
https://hal.univ-reunion.fr/hal-04137069/file/atmosphere-13-00923-v4.pdf
https://doi.org/10.3390/atmos13060923
long_lat ENVELOPE(12.615,12.615,65.816,65.816)
geographic Merra
geographic_facet Merra
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_source ISSN: 2073-4433
EISSN: 2073-4433
Atmosphere
https://hal.univ-reunion.fr/hal-04137069
Atmosphere, 2022, 13, ⟨10.3390/atmos13060923⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3390/atmos13060923
hal-04137069
https://hal.univ-reunion.fr/hal-04137069
https://hal.univ-reunion.fr/hal-04137069/document
https://hal.univ-reunion.fr/hal-04137069/file/atmosphere-13-00923-v4.pdf
doi:10.3390/atmos13060923
op_rights http://creativecommons.org/licenses/by/
info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3390/atmos13060923
container_title Atmosphere
container_volume 13
container_issue 6
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