Journals

•     Logothetis, S.A, Salamalikis, V., Nouri, B., Remund, J., Zarzalejo, L., Xie, Y., Wilbert, S., Ntavelis, E., Nou, J., Hendrikx, E., Visser, L., Sengupta, M., Po, M., Chauvin, R., Grieu, S., Sark, W.V, and Kazantzidis, A., 2022. Solar irradiance ramp forecasting based on all-sky imagers. Energies. 15, 6191. https://doi.org/10.3390/en15176191
•     Logothetis, S.-A, Salamalikis V, Wilbert S, Remund J, Zarzalejo L, Xie Y, Nouri B, Ntavelis E, Nou J, Visser L, Sengupta M, Po M, Chauvin R, Grieu S, Sark W.-V, and Kazantzidis A., Benchmarking of solar irradiance nowcast performance derived from all-sky imagers. Renewable Energy, 2022, https://doi.org/10.1016/j.renene.2022.08.127
•    Tsourounis D, Kastaniotis D, Theoharatos C, Kazantzidis A, Economou G. SIFT-CNN: When Convolutional Neural Networks Meet Dense SIFT Descriptors for Image and Sequence Classification. Journal of Imaging. 2022; 8(10):256. https://doi.org/10.3390/jimaging8100256

 
Conferences

•     Logothetis, S.-A, Salamalikis V, Wilbert S, Remund J, Zarzalejo L, Xie Y, Nouri B, Ntavelis E, Nou J, Visser L, Sengupta M, Po M, Chauvin R, Grieu S, Sark W.-V, and Kazantzidis A., Solar irradiance ramp events forecasting based on all-sky imagers, International Radiation Symposium – IRS, Thessaloniki. July 4 – 8, 2022.
•     Logothetis, S.-A, Salamalikis, V. and Kazantzidis, A. Intercomparison of machine learning techniques for the retrieval of aerosol optical depth from solar irradiance measurements, International Radiation Symposium – IRS, Thessaloniki. July 4 – 8, 2022.
•     Kosmopoulos G, Volckens J, Ford B, Wendt E, Quinn C, Kazantzidis A. Feasibility of low-cost technologies on simultaneous PM2.5 and AOD measurements at a typical East Mediterranean site, International Radiation Symposium – IRS, Thessaloniki. July 4 – 8, 2022.
•     Kosmopoulos G, Volckens J, Ford B, Wendt E, Quinn C, Kazantzidis A. Feasibility of low-cost technologies on simultaneous PM2.5 and AOD measurements at a typical East Mediterranean site, 11th International Aerosol Conference (IAC 2022), Athens, September 4 - 9, 2022. 
•     Theocharatos C, Tsourounis D, Economou G, Tzoumanikas P, Kazatzidis A. A vision-based innovative system for terrestrial meteorological and solar measurements. Edge Intelligence 2022, Emerging Tech Conference, October 26-27, 2022, Patras, Greece, https://deepsky-project.com/papers/ETCEI2022_paper_9162.pdf
•     Tsourounis D., Kastaniotis D., Tzoumanikas P., Andrianakos G., Panagopoulos O., Kazantzidis A., Theocharatos C., Economou G., DeepSky dataset: A new benchmark for ground-based cloud classification using all-sky images,  Irish Machine Vision and Image Processing Conference 2023 (IMVIP2023), University of Galway, Ireland. https://doi.org/10.5281/zenodo.8208505
•     Tsourounis D., Kastaniotis D., Tzoumanikas P., Andrianakos G., Kotronis A., Panagopoulos O., Kazantzidis A., Theocharatos C., Economou G., DeepSky: A ground-based cloud observation system, 11th European Workshop on Visual Information Processing (EUVIP2023), Gjøvik, Norway, https://deepsky-project.com/papers/EUVIP_2023_Deepsky_2pp_cameraready_v2.pdf
•     Tsourounis D., Tzoumanikas P., Kotronis A., Panagopoulos O., Kazantzidis A., Economou G., Theocharatos C., Ground-based cloud observation using wide-view optical and thermal representations, Edge Intelligence 2023, Emerging Tech Conference (ETCEI2023), Thessaloniki, Greece, https://deepsky-project.com/papers/ETCEI-2023_DeepSky_v4_R1.pdf

Posters

• Logothetis S.A., Giannaklis C.P., Salamalikis V., Tzoumanikas P., Raptis P.I., Amiridis V., Eleftheratos K. and Kazantzidis A., Retrieval of aerosol optical properties via an all-sky imager and machine learning: Uncertainty in direct normal irradiance estimations, Athens, 16^th International Conference on Meteorology, Climatology and Atmospheric Physics, September 2023, https://deepsky-project.com/papers/Retrieval-of-aerosol-optical-properties-via-an-all-sky-imager-and-machine-learning-Uncertainty-in-direct-normal-irradiance-estimations.pdf.
• Orestis Panagopoulos, Andreas Kazantzidis, Design and implementation of low-cost data acquisition system for temperature and relative humidity measurements, Athens, 16^th International Conference on Meteorology, Climatology and Atmospheric Physics, September 2023, https://deepsky-project.com/papers/Design-and-implementation-of-low-cost-data-acquisition-system-for-temperature-and-relative-humidity-measurements-O_-Panagopoulos-A_-Kazantzidis.pdf.
• Stavros-Andreas Logothetis, Georgios Kosmopoulos, Vasileios Salamalikis and Andreas Kazantzidis, PM2.5 retrieval using aerosol optical depth, meteorological var-iables, and artificial intelligence, Athens, 16^th International Conference on Meteorology, Climatology and Atmospheric Physics, September 2023, https://deepsky-project.com/papers/PM2_5-retrieval-using-aerosol-optical-depth-meteorological-variables-and-artificial-intelligence.pdf.
• Vasileios Salamalikis, Panayiotis Tzoumanikas, Athanassios A. Argiriou and Andreas Kazantzidis, Estimation of precipitable water using thermal infrared images, Athens, 16^th International Conference on Meteorology, Climatology and Atmospheric Physics, September 2023, https://deepsky-project.com/papers/Estimation-of-precipitable-water-using-thermal-infrared-images.pdf.
• Vasileios Salamalikis, Panayiotis Tzoumanikas and Andreas Kazantzidis, A deep learning framework for estimating global and diffuse solar irradiance using all-sky images, Athens, 16^th International Conference on Meteorology, Climatology and Atmospheric Physics, September 2023, https://deepsky-project.com/papers/A-deep-learning-framework-for-estimating-global-and-diffuse-solar-irradiances-using-all-sky-images.pdf.