Kostas Karatzas

Aristotle University of Thessaloniki — Greece

Environmental Science · Physical Sciences

28h-index3.9kcitations202works1.82yr avg
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Research Topics

Air Quality Monitoring and Forecasting(86), Air Quality and Health Impacts(50), Atmospheric chemistry and aerosols(24), Allergic Rhinitis and Sensitization(23), Vehicle emissions and performance(20)

Publications202 total

Evaluating low-cost sensors for particle mass concentrations, personal exposure and internal dose characterization at Eastern Mediterranean sites: Can they stand as efficient alternatives?
Journal of Aerosol Science·2025Open Access
Artificial Intelligence–Driven Wearable and Connected Technology for Allergy: Real-Time Monitoring and Predictive Management for Personalized Care
The Journal of Allergy and Clinical Immunology In Practice·2025· 1 cited
Smart Urban Air Quality Assessments via Machine Learning
2025
Evolving trends in application of low-cost air quality sensor networks: challenges and future directions
npj Climate and Atmospheric Science·2025· 10 citedOpen Access
Carbon Sink of Terrestrial Ecosystems in China During 2010–2020: Spatiotemporal Variability and Climate Impact
Journal of Geophysical Research Atmospheres·2025· 2 cited
The Quest for the Best Explanation: Comparing Models and XAI Methods in Air Quality Modeling Tasks
Applied Sciences·2025· 2 citedOpen Access
A Multi-Model Approach to Pollen Season Estimations: Case Study for Olea and Quercus in Thessaloniki, Greece
Atmosphere·2025· 1 citedOpen Access
Comparative modeling approaches for predicting Olea and Quercus pollen seasons in Thessaloniki, Greece
Scientific Reports·2025· 1 citedOpen Access
Machine Learning-Powered Customizable Urban Land Use Classification for High-Resolution Satellite Imagery
IFIP advances in information and communication technology·2025· 1 cited
Low-Cost Air Quality Sensor Nodes in a Network Setup: Using Shared Information to Impute Missing Values
Progress in IS·2025· 2 cited
Towards Long-Term Air Quality Monitoring in Africa Using Machine Learning, Low-Cost Sensors, Satellites, and Reference Instruments to Estimate Disease Burden
SSRN Electronic Journal·2025Open Access
Methods for measuring air quality
Elsevier eBooks·2024
List of contributors
Elsevier eBooks·2024Open Access
Comparison of two different pollen season definitions based on 10 years of birch and grass pollen data from two distant central European cities: An EAACI Task Force report
Allergy·2024· 3 citedOpen Access
Estimation of Particulate Matter Levels in City Center Pedestrian Routes with the Aid of Low-Cost Sensors
Atmosphere·2024Open Access
Modelling Smell Events in Urban Pittsburgh with Machine and Deep Learning Techniques
Atmosphere·2024Open Access
Business Intelligence Fog IoT node development model for Big Data processing of air quality in scientific partnerships
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences·2024Open Access
Commonalities and Differences in ML-Pipelines for Air Quality Systems
Progress in IS·2024
Reviewing Explainable Artificial Intelligence Towards Better Air Quality Modelling
Progress in IS·2024· 12 cited
Optimal Stacking Identification for the Machine Learning Assisted Improvement of Air Quality Dispersion Modeling in Operation
Progress in IS·2024· 1 cited
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Frequent Co-authors

Karl‐Christian Bergmann(9), Uwe Berger(9), Jaakko Kukkonen(7), Mikhail Sofiev(6), Roberto San José(6), Nikos Katsifarakis(6), Dimitrios Voukantsis(5), Ν. Moussiopoulos(5), Alexander Baklanov(4), Thomas Klein(4), Athanasios Damialis(4), Despoina Vokou(4), Marina Riga(4), Oliver Pfaar(4), Barbora Werchan(4), Matthias Werchan(4), S. Jaeger(4), Ranjeet S. Sokhi(3), Dimitris Voukantsis(3), Ari Karppinen(3)