Articles | Volume 11, issue 2
https://doi.org/10.5194/amt-11-907-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/amt-11-907-2018
© Author(s) 2018. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| 
15 Feb 2018
Research article |
| 15 Feb 2018
| 15 Feb 2018
Assessment of surface solar irradiance derived from real-time modelling techniques and verification with ground-based measurements
Panagiotis G. Kosmopoulos
CORRESPONDING AUTHOR
Institute for Environmental Research and Sustainable Development,
National Observatory of Athens, Athens, Greece
Laboratory of Atmospheric Physics, Aristotle University of
Thessaloniki, Thessaloniki, Greece
Stelios Kazadzis
Physicalisch-Meteorologisches Observatorium Davos, World Radiation
Center, Davos, Switzerland
Institute for Environmental Research and Sustainable Development,
National Observatory of Athens, Athens, Greece
Michael Taylor
Department of Meteorology, University of Reading, Reading, UK
Panagiotis I. Raptis
Institute for Environmental Research and Sustainable Development,
National Observatory of Athens, Athens, Greece
Physicalisch-Meteorologisches Observatorium Davos, World Radiation
Center, Davos, Switzerland
Iphigenia Keramitsoglou
Institute for Astronomy, Astrophysics, Space Applications and Remote
Sensing, National Observatory of Athens, Athens, Greece
Chris Kiranoudis
Institute for Astronomy, Astrophysics, Space Applications and Remote
Sensing, National Observatory of Athens, Athens, Greece
School of Chemical Engineering, National Technical University of
Athens, Athens, Greece
Alkiviadis F. Bais
Laboratory of Atmospheric Physics, Aristotle University of
Thessaloniki, Thessaloniki, Greece
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- Short-Term Forecasting of Large-Scale Clouds Impact on Downwelling Surface Solar Irradiation P. Kosmopoulos et al. 10.3390/en13246555
- Effects of Aerosols and Clouds on the Levels of Surface Solar Radiation and Solar Energy in Cyprus I. Fountoulakis et al. 10.3390/rs13122319
- Impact of Aerosol and Cloud on the Solar Energy Potential over the Central Gangetic Himalayan Region U. Dumka et al. 10.3390/rs13163248
- Multi-sectoral impact assessment of an extreme African dust episode in the Eastern Mediterranean in March 2018 A. Monteiro et al. 10.1016/j.scitotenv.2022.156861
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- Accuracy of satellite-derived solar direct irradiance in Southern Spain and Switzerland L. Vuilleumier et al. 10.1080/01431161.2020.1783712
- Estimating the Biogenic Non-Methane Hydrocarbon Emissions over Greece E. Dimitropoulou et al. 10.3390/atmos9010014
31 citations as recorded by crossref.
- Evaluation of the technical and economic aspects of solar photovoltaic plants under different climate conditions and feed-in tariff D. Cura et al. 10.1016/j.scs.2022.103804
- 15-Year Analysis of Direct Effects of Total and Dust Aerosols in Solar Radiation/Energy over the Mediterranean Basin K. Papachristopoulou et al. 10.3390/rs14071535
- Evaluation of Himawari-8 surface downwelling solar radiation by ground-based measurements A. Damiani et al. 10.5194/amt-11-2501-2018
- Can Forest Fires Be an Important Factor in the Reduction in Solar Power Production in India? U. Dumka et al. 10.3390/rs14030549
- Multi-Layer Cloud Motion Vector Forecasting for Solar Energy Applications P. Kosmopoulos et al. 10.1016/j.apenergy.2023.122144
- A Machine Learning Approach to Retrieving Aerosol Optical Depth Using Solar Radiation Measurements S. Logothetis et al. 10.3390/rs16071132
- Enhancing Solar Energy Forecast Using Multi-Column Convolutional Neural Network and Multipoint Time Series Approach A. Kumar et al. 10.3390/rs15010107
- Single Scattering Albedo’s Spectral Dependence Effect on UV Irradiance I. Raptis et al. 10.3390/atmos9090364
- Estimation of global horizontal irradiance in China using a deep learning method W. Xing et al. 10.1080/01431161.2021.1887539
- Description of the Baseline Surface Radiation Network (BSRN) station at the Izaña Observatory (2009–2017): measurements and quality control/assurance procedures R. García et al. 10.5194/gi-8-77-2019
- Comparison between MRM simulations, CAMS and PVGIS databases with measured solar radiation components at the Methoni station, Greece B. Psiloglou et al. 10.1016/j.renene.2019.07.064
- Effects of clouds and aerosols on downwelling surface solar irradiance nowcasting and short-term forecasting K. Papachristopoulou et al. 10.5194/amt-17-1851-2024
- Forecasting dust impact on solar energy using remote sensing and modeling techniques A. Masoom et al. 10.1016/j.solener.2021.09.033
- Solar Energy Production Planning in Antikythera: Adequacy Scenarios and the Effect of the Atmospheric Parameters P. Kosmopoulos et al. 10.3390/en15249406
- Rooftop Photovoltaic Energy Production Estimations in India Using Remotely Sensed Data and Methods A. Kumar et al. 10.3390/rs15123051
- Evaluation and Comparison of Spatial Clustering for Solar Irradiance Time Series L. Garcia-Gutierrez et al. 10.3390/app12178529
- Natural Aerosols, Gaseous Precursors and Their Impacts in Greece: A Review from the Remote Sensing Perspective V. Amiridis et al. 10.3390/atmos15070753
- EARLINET observations of Saharan dust intrusions over the northern Mediterranean region (2014–2017): properties and impact on radiative forcing O. Soupiona et al. 10.5194/acp-20-15147-2020
- Modelling global solar irradiance for any location on earth through regression analysis using high-resolution data D. Arumugham & P. Rajendran 10.1016/j.renene.2021.09.030
- Solar Energy Estimations in India Using Remote Sensing Technologies and Validation with Sun Photometers in Urban Areas A. Masoom et al. 10.3390/rs12020254
- Evaluation of the Solar Energy Nowcasting System (SENSE) during a 12-Months Intensive Measurement Campaign in Athens, Greece I. Raptis et al. 10.3390/en16145361
- Long-term performance investigation of different solar panels in the West Black Sea Region E. Elibol & O. Dikmen 10.1007/s10098-023-02658-1
- Short-Term Forecasting of Large-Scale Clouds Impact on Downwelling Surface Solar Irradiation P. Kosmopoulos et al. 10.3390/en13246555
- Effects of Aerosols and Clouds on the Levels of Surface Solar Radiation and Solar Energy in Cyprus I. Fountoulakis et al. 10.3390/rs13122319
- Impact of Aerosol and Cloud on the Solar Energy Potential over the Central Gangetic Himalayan Region U. Dumka et al. 10.3390/rs13163248
- Multi-sectoral impact assessment of an extreme African dust episode in the Eastern Mediterranean in March 2018 A. Monteiro et al. 10.1016/j.scitotenv.2022.156861
- Real-time UV index retrieval in Europe using Earth observation-based techniques: system description and quality assessment P. Kosmopoulos et al. 10.5194/amt-14-5657-2021
- Rooftop Photovoltaic Energy Production Management in India Using Earth-Observation Data and Modeling Techniques A. Masoom et al. 10.3390/rs12121921
- Earth-Observation-Based Estimation and Forecasting of Particulate Matter Impact on Solar Energy in Egypt P. Kosmopoulos et al. 10.3390/rs10121870
- Surface Radiative Forcing as a Climate-Change Indicator in North India due to the Combined Effects of Dust and Biomass Burning U. Dumka et al. 10.3390/fire6090365
- Accuracy of satellite-derived solar direct irradiance in Southern Spain and Switzerland L. Vuilleumier et al. 10.1080/01431161.2020.1783712
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Latest update: 26 Jul 2024
Short summary
Continuous monitoring of solar energy from space is critical for its efficient exploitation and distribution. For this reason we developed neural-network- and function-based real-time models, which are capable of producing massive radiation outputs in high spectral, spatial and temporal resolution. The models' performance against ground-based measurements revealed a dependence on input quality and resolution, and an overall accuracy under cloudless and high solar energy potential conditions.
Continuous monitoring of solar energy from space is critical for its efficient exploitation and...
