Kostas Karatzas

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Nicolas MoussiopoulosProfessor and Lab Director, Aristotle University ThessalonikiVerified email at eng.auth.gr
Jaakko KukkonenProf, Finnish Meteorological Institute, Docent, Univ. Helsinki, Visiting Prof., Univ. HertfordshireVerified email at fmi.fi
Dimitrios VoukantsisScientific InvestigatorVerified email at gsk.com
Ari KarppinenDocent, Head of Research, Finnish Meteorological InstituteVerified email at fmi.fi
Mikhail SofievResearch Professor, Finnish Meteorological InstituteVerified email at fmi.fi
Marina RigaPhD in Computational IntelligenceVerified email at isag.meng.auth.gr
Athanasios DamialisTerrestrial Ecology and Climate Change, Department of Ecology, School of Biology, A.U.Th.Verified email at bio.auth.gr
Ranjeet SokhiProfessor of Atmospheric Physics, Director of Centre for Atmospheric and Climate Physics ResearchVerified email at herts.ac.uk
Stefanos VrochidisInformation Technologies Institute - Centre for Research and Technology HellasVerified email at iti.gr
Despoina VokouProfessor of EcologyVerified email at bio.auth.gr
László MakraUniversity of SzegedVerified email at mgk.u-szeged.hu
Agis PapadopoulosProfessor, Aristotle University of ThessalonikiVerified email at auth.gr
Mikko KolehmainenProfessor of environmental informatics and modelling, University of Eastern FinlandVerified email at uef.fi
Cezary OrlowskiProfessor of Computer Science, WSB Merito University in GdańskVerified email at wsb.gda.pl
Ioannis (Yiannis) KompatsiarisDirector, Information Technologies Institute, CERTHVerified email at iti.gr
Pericles A. MitkasProfessor of Electrical and Computer Engineering, Aristotle University of Thessaloniki, GreeceVerified email at auth.gr
Ioannis N. AthanasiadisChair of Artificial Intelligence, Wageningen University and ResearchVerified email at wur.nl
Evangelos BagkisPhD candidate, Aristotle University of ThessalonikiVerified email at meng.auth.gr
Lasse JohanssonFinnish Meteorological InstituteVerified email at fmi.fi
David M SchultzUniversity of ManchesterVerified email at manchester.ac.uk

Kostas Karatzas

Professor, School of Mechanical Engineering, Aristotle University of Thessaloniki

Verified email at auth.gr - Homepage

Environmental Informatics Air Quality Data modelling Computational Intelligence Mechanical Engineering


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A review of operational, regional-scale, chemical weather forecasting models in Europe J Kukkonen, T Olsson, DM Schultz, A Baklanov, T Klein, AI Miranda, ... Atmospheric Chemistry and Physics 12 (1), 1-87, 2012	360	2012
Intercomparison of air quality data using principal component analysis, and forecasting of PM10 and PM2. 5 concentrations using artificial neural networks, in Thessaloniki and … D Voukantsis, K Karatzas, J Kukkonen, T Räsänen, A Karppinen, ... Science of the Total Environment 409 (7), 1266-1276, 2011	310	2011
Citizen science and sustainability transitions H Sauermann, K Vohland, V Antoniou, B Balázs, C Göbel, K Karatzas, ... Research Policy 49 (5), 103978, 2020	300	2020
Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise C Borrego, AM Costa, J Ginja, M Amorim, M Coutinho, K Karatzas, ... Atmospheric Environment 147, 246-263, 2016	286	2016
Data-based method for creating electricity use load profiles using large amount of customer-specific hourly measured electricity use data T Räsänen, D Voukantsis, H Niska, K Karatzas, M Kolehmainen Applied Energy 87 (11), 3538-3545, 2010	266	2010
Feasibility of energy saving renovation measures in urban buildings: The impact of energy prices and the acceptable pay back time criterion AM Papadopoulos, TG Theodosiou, KD Karatzas Energy and buildings 34 (5), 455-466, 2002	230	2002
PM< sub> 10</sub> forecasting for Thessaloniki, Greece T Slini, A Kaprara, K Karatzas, N Moussiopoulos Environmental Modelling & Software 21 (4), 559-565, 2006	175	2006
Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise– part II C Borrego, AM Costa, J Ginja, M Amorim, K Karatzas, T Sioumis, ... Atmospheric Environment 193, 127-142, 2018	122	2018
Monitoring, modelling and forecasting of the pollen season H Scheifinger, J Belmonte, J Buters, S Celenk, A Damialis, C Dechamp, ... Allergenic pollen: A review of the production, release, distribution and …, 2013	117	2013
Statistical analysis of environmental data as the basis of forecasting: an air quality application T Slini, K Karatzas, N Moussiopoulos Science of the total environment 288 (3), 227-237, 2002	103	2002
Airborne pollen in three European cities: Detection of atmospheric circulation pathways by applying three‐dimensional clustering of backward trajectories L Makra, T Sánta, I Matyasovszky, A Damialis, K Karatzas, KC Bergmann, ... Journal of Geophysical Research: Atmospheres 115 (D24), 2010	100	2010
Monitoring the long-range transport effects on urban PM10 levels using 3D clusters of backward trajectories L Makra, I Matyasovszky, Z Guba, K Karatzas, P Anttila Atmospheric environment 45 (16), 2630-2641, 2011	97	2011
Air pollution modelling with the aid of computational intelligence methods in Thessaloniki, Greece KD Karatzas, S Kaltsatos Simulation Modelling Practice and Theory 15 (10), 1310-1319, 2007	95	2007
Review of Low-Cost Sensors for Indoor Air Quality: Features and Applications M Ródenas García, A Spinazzé, P Branco, F Borghi, G Villena, ... Applied Spectroscopy Reviews, 2022	82	2022
Assessing the impact of the new Athens airport to urban air quality with contemporary air pollution models N Moussiopoulos, P Sahm, K Karatzas, S Papalexiou, A Karagiannidis Atmospheric Environment 31 (10), 1497-1511, 1997	73	1997
Forecasting daily pollen concentrations using data-driven modeling methods in Thessaloniki, Greece D Voukantsis, H Niska, K Karatzas, M Riga, A Damialis, D Vokou Atmospheric Environment 44 (39), 5101-5111, 2010	66	2010
A modelling study of an extraordinary night time ozone episode over Madrid domain R San José, A Stohl, K Karatzas, T Bohler, P James, JL Pérez Environmental Modelling & Software 20 (5), 587-593, 2005	64	2005
Classification techniques for air quality forecasting IN Athanasiadis, KD Karatzas, PA Mitkas Proceeding of the 5th ECAI Workshop on Binding Environmental Sciences and …, 2006	60	2006
Personalized pollen-related symptom-forecast information services for allergic rhinitis patients in Europe. U Berger, K Karatzas, S Jaeger, D Voukantsis, M Sofiev, O Brandt, ... Allergy 68 (8), 2013	58	2013
Pollen season is reflected on symptom load for grass and birch pollen‐induced allergic rhinitis in different geographic areas ‐ an EAACI Task Force Report O Pfaar, K Karatzas, K Bastl, U Berger, J Buters, U Darsow, P Demoly, ... Allergy 75, 1099-1106, 2020	57	2020

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