Preprints
https://doi.org/10.5194/egusphere-2024-1604
https://doi.org/10.5194/egusphere-2024-1604
10 Jun 2024
 | 10 Jun 2024

Solar radiation estimation in West Africa: impact of dust conditions during 2021 dry season

Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas

Abstract. The anticipated increase in solar energy production in West Africa requires high-quality solar radiation estimates, which is affected by meteorological conditions and in particular the presence of desert dust aerosols. This study examines the impact of incorporating desert dust into solar radiation and surface temperature estimations. The research focuses on a case study of a dust event in March 2021, which is characteristic of the dry season in West Africa. Significant desert aerosol emissions at the Bodélé depression are associated with a Harmattan flow that transports the plume westwards. Simulations of this dust event were conducted using the WRF meteorological model alone, as well as coupled with the CHIMERE chemistry-transport model, using three different datasets for the dust aerosol initial and boundary conditions (CAMS, GOCART, MERRA2). Results show that considering desert dust reduces estimation errors in global horizontal irradiance (GHI) by about 75 %. The dust plume caused an average 18 % reduction in surface solar radiation during the event. Additionally, the simulations indicated a positive bias in aerosol optical depth (AOD) and PM10 surface concentrations. The choice of dataset for initial and boundary conditions minimally influenced GHI, surface temperature, and AOD estimates, whereas PM10 concentrations and aerosol size distribution were significantly affected. This study underscores the importance of incorporating dust aerosols into solar forecasting for better accuracy.

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Journal article(s) based on this preprint

27 Jan 2025
Solar radiation estimation in West Africa: impact of dust conditions during the 2021 dry season
Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas
Atmos. Chem. Phys., 25, 997–1021, https://doi.org/10.5194/acp-25-997-2025,https://doi.org/10.5194/acp-25-997-2025, 2025
Short summary
Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2024-1604', Anonymous Referee #1, 05 Aug 2024
  • RC2: 'Comment on egusphere-2024-1604', Anonymous Referee #2, 07 Aug 2024
  • AC1: 'Comment on egusphere-2024-1604 : final response', Léo Clauzel, 27 Sep 2024

Interactive discussion

Status: closed

Comment types: AC – author | RC – referee | CC – community | EC – editor | CEC – chief editor | : Report abuse
  • RC1: 'Comment on egusphere-2024-1604', Anonymous Referee #1, 05 Aug 2024
  • RC2: 'Comment on egusphere-2024-1604', Anonymous Referee #2, 07 Aug 2024
  • AC1: 'Comment on egusphere-2024-1604 : final response', Léo Clauzel, 27 Sep 2024

Peer review completion

AR: Author's response | RR: Referee report | ED: Editor decision | EF: Editorial file upload
AR by Léo Clauzel on behalf of the Authors (27 Sep 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Referee Nomination & Report Request started (09 Oct 2024) by Marco Gaetani
RR by Anonymous Referee #1 (17 Oct 2024)
RR by Anonymous Referee #2 (31 Oct 2024)
ED: Publish subject to minor revisions (review by editor) (01 Nov 2024) by Marco Gaetani
AR by Léo Clauzel on behalf of the Authors (13 Nov 2024)  Author's response   Author's tracked changes   Manuscript 
ED: Publish as is (14 Nov 2024) by Marco Gaetani
AR by Léo Clauzel on behalf of the Authors (19 Nov 2024)  Manuscript 

Journal article(s) based on this preprint

27 Jan 2025
Solar radiation estimation in West Africa: impact of dust conditions during the 2021 dry season
Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas
Atmos. Chem. Phys., 25, 997–1021, https://doi.org/10.5194/acp-25-997-2025,https://doi.org/10.5194/acp-25-997-2025, 2025
Short summary
Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas
Léo Clauzel, Sandrine Anquetin, Christophe Lavaysse, Gilles Bergametti, Christel Bouet, Guillaume Siour, Rémy Lapere, Béatrice Marticorena, and Jennie Thomas

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Short summary
Solar energy production in West Africa is set to rise, needing accurate solar radiation estimates, which is affected by desert dust. This work analyses a March 2021 dust event using a modelling strategy incorporating desert dust. Results show that considering desert dust cut errors in solar radiation estimates by 75 % and reduces surface solar radiation by 18 %. This highlights the importance of incorporating dust aerosols into solar forecasting for better accuracy.