Articles | Volume 17, issue 21
https://doi.org/10.5194/acp-17-13391-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/acp-17-13391-2017
© Author(s) 2017. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Research article
| 
10 Nov 2017
Research article |
| 10 Nov 2017
Impact of the 4 April 2014 Saharan dust outbreak on the photovoltaic power generation in Germany
Daniel Rieger
CORRESPONDING AUTHOR
Institute of Meteorology and Climate Research, Karlsruhe
Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344
Eggenstein-Leopoldshafen, Germany
now at: Deutscher Wetterdienst, Frankfurter Str. 135, 63067
Offenbach, Germany
Andrea Steiner
Deutscher Wetterdienst, Frankfurter Str. 135, 63067
Offenbach, Germany
Vanessa Bachmann
Deutscher Wetterdienst, Frankfurter Str. 135, 63067
Offenbach, Germany
Philipp Gasch
Institute of Meteorology and Climate Research, Karlsruhe
Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344
Eggenstein-Leopoldshafen, Germany
Jochen Förstner
Deutscher Wetterdienst, Frankfurter Str. 135, 63067
Offenbach, Germany
Konrad Deetz
Institute of Meteorology and Climate Research, Karlsruhe
Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344
Eggenstein-Leopoldshafen, Germany
Bernhard Vogel
Institute of Meteorology and Climate Research, Karlsruhe
Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344
Eggenstein-Leopoldshafen, Germany
Heike Vogel
Institute of Meteorology and Climate Research, Karlsruhe
Institute of Technology, Hermann-von-Helmholtz-Platz 1, 76344
Eggenstein-Leopoldshafen, Germany
Viewed
Total article views: 4,105 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Jun 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,477 | 1,393 | 235 | 4,105 | 122 | 114 |
- HTML: 2,477
- PDF: 1,393
- XML: 235
- Total: 4,105
- BibTeX: 122
- EndNote: 114
Total article views: 3,422 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 10 Nov 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 2,110 | 1,082 | 230 | 3,422 | 109 | 93 |
- HTML: 2,110
- PDF: 1,082
- XML: 230
- Total: 3,422
- BibTeX: 109
- EndNote: 93
Total article views: 683 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 21 Jun 2017)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 367 | 311 | 5 | 683 | 13 | 21 |
- HTML: 367
- PDF: 311
- XML: 5
- Total: 683
- BibTeX: 13
- EndNote: 21
Viewed (geographical distribution)
Total article views: 4,105 (including HTML, PDF, and XML)
Thereof 4,083 with geography defined
and 22 with unknown origin.
Total article views: 3,422 (including HTML, PDF, and XML)
Thereof 3,408 with geography defined
and 14 with unknown origin.
Total article views: 683 (including HTML, PDF, and XML)
Thereof 675 with geography defined
and 8 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
45 citations as recorded by crossref.
- Temporal Solar Photovoltaic Generation Capacity Reduction From Wildfire Smoke D. Donaldson et al. 10.1109/ACCESS.2021.3084528
- Wildfire Impacts on Security of Electric Power Systems: A Survey of Risk Identification and Mitigation Approaches R. Shah et al. 10.1109/ACCESS.2024.3498036
- ICON-ART 2.1: a flexible tracer framework and its application for composition studies in numerical weather forecasting and climate simulations J. Schröter et al. 10.5194/gmd-11-4043-2018
- Evaluation of cloud-type impact on performance of the GL model version 1.2 for estimation of solar irradiance H. Jesus et al. 10.1080/01431161.2023.2270111
- Variations of PM2.5 sources in the context of meteorology and seasonality at an urban street canyon in Southwest Germany J. Song et al. 10.1016/j.atmosenv.2022.119147
- Effect of Saharan dust episodes on the accuracy of photovoltaic energy production forecast in Hungary (Central Europe) G. Varga et al. 10.1016/j.rser.2024.114289
- Dust Transport from North Africa to the Middle East: Synoptic Patterns and Numerical Forecast S. Karami et al. 10.3390/atmos15050531
- Impact of temporal and spatial variability of solar resource on technical sizing of isolated solar installations in Senegal using satellite data A. Sarr et al. 10.1016/j.egyr.2021.07.064
- MieAI: a neural network for calculating optical properties of internally mixed aerosol in atmospheric models P. Kumar et al. 10.1038/s41612-024-00652-y
- The role of wind-solar hybrid plants in mitigating renewable energy-droughts A. Gangopadhyay et al. 10.1016/j.renene.2022.05.122
- Empirical estimates of the radiative impact of an unusually extreme dust and wildfire episode on the performance of a photovoltaic plant in Western Mediterranean J. Gómez-Amo et al. 10.1016/j.apenergy.2018.11.052
- Comparison of Modeled and Measured Ice Nucleating Particle Composition in a Cirrus Cloud R. Ullrich et al. 10.1175/JAS-D-18-0034.1
- Rooftop Photovoltaic Energy Production Management in India Using Earth-Observation Data and Modeling Techniques A. Masoom et al. 10.3390/rs12121921
- Impact of Saharan dust outbreaks on short‐range weather forecast errors in Europe K. Hermes et al. 10.1002/qj.4666
- Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt P. Kosmopoulos et al. 10.3390/rs10121870
- Hot-embossed microcone-textured fluoropolymer as self-cleaning and anti-reflective photovoltaic module covers A. Roslizar et al. 10.1016/j.solmat.2020.110582
- Energy droughts from variable renewable energy sources in European climates D. Raynaud et al. 10.1016/j.renene.2018.02.130
- Aerosol liquid water content in the moist southern West African monsoon layer and its radiative impact K. Deetz et al. 10.5194/acp-18-14271-2018
- Remote biomass burning dominates southern West African air pollution during the monsoon S. Haslett et al. 10.5194/acp-19-15217-2019
- Increasing frequency and changing nature of Saharan dust storm events in the Carpathian Basin (2019–2023) – the new normal? G. Varga et al. 10.15201/hungeobull.72.4.1
- From climatological to small-scale applications: simulating water isotopologues with ICON-ART-Iso (version 2.3) J. Eckstein et al. 10.5194/gmd-11-5113-2018
- The impact of mineral dust on cloud formation during the Saharan dust event in April 2014 over Europe M. Weger et al. 10.5194/acp-18-17545-2018
- Retrieving the global distribution of the threshold of wind erosion from satellite data and implementing it into the Geophysical Fluid Dynamics Laboratory land–atmosphere model (GFDL AM4.0/LM4.0) B. Pu et al. 10.5194/acp-20-55-2020
- Solar Energy Estimations in India Using Remote Sensing Technologies and Validation with Sun Photometers in Urban Areas A. Masoom et al. 10.3390/rs12020254
- Comparison of Scanning LiDAR with Other Remote Sensing Measurements and Transport Model Predictions for a Saharan Dust Case H. Zhang et al. 10.3390/rs14071693
- Modelling mineral dust emissions and atmospheric dispersion with MADE3 in EMAC v2.54 C. Beer et al. 10.5194/gmd-13-4287-2020
- Aerosol–cloud–radiation interaction during Saharan dust episodes: the dusty cirrus puzzle A. Seifert et al. 10.5194/acp-23-6409-2023
- Solar PV systems under weather extremes: Case studies, classification, vulnerability assessment, and adaptation pathways P. Okonkwo et al. 10.1016/j.egyr.2024.12.067
- Regional Impact of Snow‐Darkening on Snow Pack and the Atmosphere During a Severe Saharan Dust Deposition Event in Eurasia A. Rohde et al. 10.1029/2022JF007016
- Spatial variability of Saharan dust deposition revealed through a citizen science campaign M. Dumont et al. 10.5194/essd-15-3075-2023
- A Process Study on Thinning of Arctic Winter Cirrus Clouds With High‐Resolution ICON‐ART Simulations S. Gruber et al. 10.1029/2018JD029815
- Evaluation of surface shortwave downward radiation forecasts by the numerical weather prediction model AROME M. Magnaldo et al. 10.5194/gmd-17-1091-2024
- Contrails and their impact on shortwave radiation and photovoltaic power production – a regional model study S. Gruber et al. 10.5194/acp-18-6393-2018
- When Do Subpollen Particles Become Relevant for Ice Nucleation Processes in Clouds? S. Werchner et al. 10.1029/2021JD036340
- Numerical simulations of aerosol radiative effects and their impact on clouds and atmospheric dynamics over southern West Africa K. Deetz et al. 10.5194/acp-18-9767-2018
- A review of solar forecasting, its dependence on atmospheric sciences and implications for grid integration: Towards carbon neutrality D. Yang et al. 10.1016/j.rser.2022.112348
- Trace elements in PM2.5 shed light on Saharan dust incursions over the Munich airshed in spring 2022 S. Padoan et al. 10.1039/D4EA00092G
- Statistical Upscaling Prediction Method of Photovoltaic Cluster Power Considering the Influence of Sand and Dust Weather H. Yang et al. 10.3390/en18040784
- Future evolution of surface solar radiation and photovoltaic potential in Europe: investigating the role of aerosols C. Gutiérrez et al. 10.1088/1748-9326/ab6666
- Desert dust and photovoltaic energy forecasts: Lessons from 46 Saharan dust events in Hungary (Central Europe) G. Varga et al. 10.1016/j.rser.2025.115446
- Effects of Particle Nonsphericity on Dust Optical Properties in a Forecast System: Implications for Model‐Observation Comparison G. Hoshyaripour et al. 10.1029/2018JD030228
- Impact of dust accumulation on photovoltaic panels: a review paper H. Abuzaid et al. 10.1080/19397038.2022.2140222
- Transport of Mineral Dust and Its Impact on Climate K. Schepanski 10.3390/geosciences8050151
- Revealing the meteorological drivers of the September 2015 severe dust event in the Eastern Mediterranean P. Gasch et al. 10.5194/acp-17-13573-2017
- Impact of aerosols on the spatiotemporal variability of photovoltaic energy production in the Euro-Mediterranean area C. Gutiérrez et al. 10.1016/j.solener.2018.09.085
43 citations as recorded by crossref.
- Temporal Solar Photovoltaic Generation Capacity Reduction From Wildfire Smoke D. Donaldson et al. 10.1109/ACCESS.2021.3084528
- Wildfire Impacts on Security of Electric Power Systems: A Survey of Risk Identification and Mitigation Approaches R. Shah et al. 10.1109/ACCESS.2024.3498036
- ICON-ART 2.1: a flexible tracer framework and its application for composition studies in numerical weather forecasting and climate simulations J. Schröter et al. 10.5194/gmd-11-4043-2018
- Evaluation of cloud-type impact on performance of the GL model version 1.2 for estimation of solar irradiance H. Jesus et al. 10.1080/01431161.2023.2270111
- Variations of PM2.5 sources in the context of meteorology and seasonality at an urban street canyon in Southwest Germany J. Song et al. 10.1016/j.atmosenv.2022.119147
- Effect of Saharan dust episodes on the accuracy of photovoltaic energy production forecast in Hungary (Central Europe) G. Varga et al. 10.1016/j.rser.2024.114289
- Dust Transport from North Africa to the Middle East: Synoptic Patterns and Numerical Forecast S. Karami et al. 10.3390/atmos15050531
- Impact of temporal and spatial variability of solar resource on technical sizing of isolated solar installations in Senegal using satellite data A. Sarr et al. 10.1016/j.egyr.2021.07.064
- MieAI: a neural network for calculating optical properties of internally mixed aerosol in atmospheric models P. Kumar et al. 10.1038/s41612-024-00652-y
- The role of wind-solar hybrid plants in mitigating renewable energy-droughts A. Gangopadhyay et al. 10.1016/j.renene.2022.05.122
- Empirical estimates of the radiative impact of an unusually extreme dust and wildfire episode on the performance of a photovoltaic plant in Western Mediterranean J. Gómez-Amo et al. 10.1016/j.apenergy.2018.11.052
- Comparison of Modeled and Measured Ice Nucleating Particle Composition in a Cirrus Cloud R. Ullrich et al. 10.1175/JAS-D-18-0034.1
- Rooftop Photovoltaic Energy Production Management in India Using Earth-Observation Data and Modeling Techniques A. Masoom et al. 10.3390/rs12121921
- Impact of Saharan dust outbreaks on short‐range weather forecast errors in Europe K. Hermes et al. 10.1002/qj.4666
- Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt P. Kosmopoulos et al. 10.3390/rs10121870
- Hot-embossed microcone-textured fluoropolymer as self-cleaning and anti-reflective photovoltaic module covers A. Roslizar et al. 10.1016/j.solmat.2020.110582
- Energy droughts from variable renewable energy sources in European climates D. Raynaud et al. 10.1016/j.renene.2018.02.130
- Aerosol liquid water content in the moist southern West African monsoon layer and its radiative impact K. Deetz et al. 10.5194/acp-18-14271-2018
- Remote biomass burning dominates southern West African air pollution during the monsoon S. Haslett et al. 10.5194/acp-19-15217-2019
- Increasing frequency and changing nature of Saharan dust storm events in the Carpathian Basin (2019–2023) – the new normal? G. Varga et al. 10.15201/hungeobull.72.4.1
- From climatological to small-scale applications: simulating water isotopologues with ICON-ART-Iso (version 2.3) J. Eckstein et al. 10.5194/gmd-11-5113-2018
- The impact of mineral dust on cloud formation during the Saharan dust event in April 2014 over Europe M. Weger et al. 10.5194/acp-18-17545-2018
- Retrieving the global distribution of the threshold of wind erosion from satellite data and implementing it into the Geophysical Fluid Dynamics Laboratory land–atmosphere model (GFDL AM4.0/LM4.0) B. Pu et al. 10.5194/acp-20-55-2020
- Solar Energy Estimations in India Using Remote Sensing Technologies and Validation with Sun Photometers in Urban Areas A. Masoom et al. 10.3390/rs12020254
- Comparison of Scanning LiDAR with Other Remote Sensing Measurements and Transport Model Predictions for a Saharan Dust Case H. Zhang et al. 10.3390/rs14071693
- Modelling mineral dust emissions and atmospheric dispersion with MADE3 in EMAC v2.54 C. Beer et al. 10.5194/gmd-13-4287-2020
- Aerosol–cloud–radiation interaction during Saharan dust episodes: the dusty cirrus puzzle A. Seifert et al. 10.5194/acp-23-6409-2023
- Solar PV systems under weather extremes: Case studies, classification, vulnerability assessment, and adaptation pathways P. Okonkwo et al. 10.1016/j.egyr.2024.12.067
- Regional Impact of Snow‐Darkening on Snow Pack and the Atmosphere During a Severe Saharan Dust Deposition Event in Eurasia A. Rohde et al. 10.1029/2022JF007016
- Spatial variability of Saharan dust deposition revealed through a citizen science campaign M. Dumont et al. 10.5194/essd-15-3075-2023
- A Process Study on Thinning of Arctic Winter Cirrus Clouds With High‐Resolution ICON‐ART Simulations S. Gruber et al. 10.1029/2018JD029815
- Evaluation of surface shortwave downward radiation forecasts by the numerical weather prediction model AROME M. Magnaldo et al. 10.5194/gmd-17-1091-2024
- Contrails and their impact on shortwave radiation and photovoltaic power production – a regional model study S. Gruber et al. 10.5194/acp-18-6393-2018
- When Do Subpollen Particles Become Relevant for Ice Nucleation Processes in Clouds? S. Werchner et al. 10.1029/2021JD036340
- Numerical simulations of aerosol radiative effects and their impact on clouds and atmospheric dynamics over southern West Africa K. Deetz et al. 10.5194/acp-18-9767-2018
- A review of solar forecasting, its dependence on atmospheric sciences and implications for grid integration: Towards carbon neutrality D. Yang et al. 10.1016/j.rser.2022.112348
- Trace elements in PM2.5 shed light on Saharan dust incursions over the Munich airshed in spring 2022 S. Padoan et al. 10.1039/D4EA00092G
- Statistical Upscaling Prediction Method of Photovoltaic Cluster Power Considering the Influence of Sand and Dust Weather H. Yang et al. 10.3390/en18040784
- Future evolution of surface solar radiation and photovoltaic potential in Europe: investigating the role of aerosols C. Gutiérrez et al. 10.1088/1748-9326/ab6666
- Desert dust and photovoltaic energy forecasts: Lessons from 46 Saharan dust events in Hungary (Central Europe) G. Varga et al. 10.1016/j.rser.2025.115446
- Effects of Particle Nonsphericity on Dust Optical Properties in a Forecast System: Implications for Model‐Observation Comparison G. Hoshyaripour et al. 10.1029/2018JD030228
- Impact of dust accumulation on photovoltaic panels: a review paper H. Abuzaid et al. 10.1080/19397038.2022.2140222
- Transport of Mineral Dust and Its Impact on Climate K. Schepanski 10.3390/geosciences8050151
2 citations as recorded by crossref.
- Revealing the meteorological drivers of the September 2015 severe dust event in the Eastern Mediterranean P. Gasch et al. 10.5194/acp-17-13573-2017
- Impact of aerosols on the spatiotemporal variability of photovoltaic energy production in the Euro-Mediterranean area C. Gutiérrez et al. 10.1016/j.solener.2018.09.085
Latest update: 09 May 2025
Short summary
The importance for reliable forecasts of incoming solar radiation is growing rapidly, especially for those countries with an increasing share in photovoltaic (PV) power production. We investigate the impact of mineral dust on the PV power generation during a Saharan dust outbreak over Germany on 4 April 2014. We find an overall improvement of the PV power forecast for 65 % of the pyranometer stations in Germany.
The importance for reliable forecasts of incoming solar radiation is growing rapidly, especially...
Altmetrics
Final-revised paper
Preprint