Publications

Kyriakos N. Agavanakis, George E. Karpetas, Michael Taylor, Evangelia Pappa, Christos M. Michail, John Filos, Varvara Trachana, Lamprini Kontopoulou (2019). Practical machine learning based on cloud computing resources. American Institute of Physics (AIP) Conference Series, 2123, 020096, 1-16.

Joanne Nightingale, Jonathan PD Mittaz, Sarah Douglas, Dick Dee, James Ryder, Michael Taylor, Christopher Old, Catherine Dieval, Celine Fouron, Guillaume Duveau, Christopher Merchant (2019). Ten priority science gaps in assessing climate data record quality. Remote Sensing, 11(8), 986.

Irina Petropavlovskikh, Sophie Godin-Beekmann, Daan Hubert, Robert Damadeo, Birgit Hassler, Viktoria F. Sofieva, contributing authors (2019). SPARC/IO3C/GAW Report on Long-term Ozone Trends and Uncertainties in the Stratosphere. In SPARC Report No. 9, GAW Report No. 241, WCRP-17:2018.

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Panagiotis G. Kosmopoulos, Stelios Kazadzis, Hesham El-Askary, Michael Taylor, Antonis Gkikas, Emmanouil Proestakis, Charalampos Kontoes, Mohamed Mostafa El-Khayat (2018). Earth observation-based estimation and forecasting of particulate matter impact on solar energy in Egypt. Remote Sensing, 10, 1870.

Panagiotis G. Kosmopoulos, Stelios Kazadzis, Michael Taylor, Panagiotis I. Raptis, Iphigenia Keramitsoglou, Chris Kiranoudis, Alkiviadis F. Bais (2018). Assessment of surface solar irradiance derived from real-time modelling techniques and verification with ground-based measurements. Atmospheric Measurement Techniques, 11, 907.

Panagiotis G. Kosmopoulos, Stelios Kazadzis, Michael Taylor, Eleni Athanasopoulou, Orestis Speyer, Panagiotis I. Raptis, Eleni Marinou, Emmanouil Proestakis, Stavros Solomos, Evangelos Gerasopoulos, Vassilis Amiridis, Alkiviadis Bais, Charalabos Kontoes (2017). Dust impact on surface solar irradiance assessed with model simulations, satellite observations and ground-based measurements. Atmospheric Measurement Techniques, 10, 2435.

Melina-Maria Zempila, Jos H. G. M. van Geffen, Michael Taylor, Ilias Fountoulakis, Maria-Elissavet Koukouli, Michiel van Weele, Ronald J. van der A, Alkiviadis Bais, Charikleia Meleti, Dimitrios Balis (2017). TEMIS UV product validation using NILU-UV ground-based measurements in Thessaloniki, Greece. Atmospheric Chemistry and Physics, 17, 7157.

Maria-Elissavet Koukouli, Dimitris Balis, Ronald Johannes van der A, Nicolas Theys, Pascal Hedelt, Andreas Richter, Nickolay Krotkov, Michael Taylor (2016). Anthropogenic sulphur dioxide load over China as observed from different satellite sensors. Atmospheric environment, 145, 45.

Melina-Maria Zempila, Michael Taylor, Alkiviadis Bais, Stelios Kazadzis (2016). Modeling the relationship between photosynthetically active radiation and global horizontal irradiance using singular spectrum analysis. Journal of Quantitative Spectroscopy and Radiative Transfer, 182, 240.

Michael Taylor, Adrianos Retalis, Helena A. Flocas (2016). Particulate matter estimation from photochemistry: A modelling approach using neural networks and synoptic clustering. Aerosol and Air Quality Research, 16, 2067.

Michael Taylor, Panagiotis G Kosmopoulos, Stelios Kazadzis, Iphigenia Keramitsoglou, Chris T Kiranoudis (2015). Neural network radiative transfer solvers for the generation of high resolution solar irradiance spectra parameterized by cloud and aerosol parameters. Journal of Quantitative Spectroscopy and Radiative Transfer, 168, 176.

Michael Taylor, Stelios Kazadzis, Vassilis Amiridis, Ralph Kahn (2015). Global aerosol mixtures and their multiyear and seasonal characteristics. Atmospheric Environment, 116, 112.

Michael Taylor, Stelios Kazadzis, Alexandra Tsekeri, Antonis Gkikas, Vassilis Amiridis (2014). Satellite retrieval of aerosol microphysical and optical parameters using neural networks - A new methodology applied to the Sahara desert dust peak. Atmospheric Measurement Techniques, 7, 3151.

Michael Taylor, Stelios Kazadzis, Evangelos Gerasopoulos (2014). Multi-modal analysis of aerosol robotic network size distributions for remote sensing applications - dominant aerosol type cases. Atmospheric Measurement Techniques, 7, 839.

Vassilis Amiridis, Ulla Wandinger, Eleni Marinou, Eleni Giannakaki, Alexandra Tsekeri, Sara Basart, Stelios Kazadzis, Antonis Gkikas, Michael Taylor, Jose Baldasano, Albert Ansmann (2013). Optimizing CALIPSO Saharan dust retrievals. Atmospheric Measurement Techniques, 7, 839.

Michael Taylor, Mercedes Molla (2010). Towards a unified source-propagation model of cosmic rays. Astronomical Society of the Pacific (ASP) Conference Series, 424, 98.

Michael Taylor, Jose M Vilchez (2009). Tutorial: exact solutions for the populations of the n-level ion. Publications of the Astronomical Society of the Pacific, 121(885), 1257.

Michael Taylor, Angeles I. Diaz (2007). On the deduction of galactic abundances with evolutionary neural networks. Astronomical Society of the Pacific (ASP) Conference Series, ‘From Stars to Galaxies: Building the Pieces to Build Up the Universe’, 374, 105.