Tourism Impact Model for Circular Economy
2022 - 2024

Tourism Impact Model Dynamic Data Fusion 4 Circular Economy, TIM DDF4CE, solution is a completely new and innovative service in the field of air pollution prevention and control as part of the transition to a circular economy.

The solution combines accurate measurement of airborne particulate matter, specifically carbonaceous aerosols and their components, with various other data sources across tourism indicators into a dynamic data fusion that provides users (i.e., decision-makers in tourism destinations) with key information on air pollution based on real, accurate and high-frequency data, and assisted by analytical machine learning methods and artificial intelligence.

The solution is based on (a) carbonaceous aerosol measurements with an upgraded Carbonaceous Aerosol Speciation System (CASS), which will enable to measure concentrations and its components, which is crucial for identifying the negative influence of air pollution on human health and the environment, (b) dynamic data fusion and graphical display on Arctur’s T4.0 Core platform, which offers high-performance analysis and visualization of different types of data over time and the determination of correlations between them, enhanced with artificial intelligence and simulation capabilities.

TIM DDF4CE, therefore, enables strategic planning of tourism development based on real data and thus makes a significant contribution to reducing the adverse impacts of air pollution on human health, cultural heritage, the ecosystem, and the climate.




Aerosol Magee Scientific is a brand with a scientifically proven approach to the measurement and research of carbonaceous aerosols. Our instruments have provided data for several thousand published scientific papers and reports. Our own research team coordinates several national, bilateral and European projects. We participate in international projects of the most influential environmental scientists. We present our findings at major global and regional scientific conferences on carbonaceous aerosols and their impact on human health and the state of the planet. Below is a selection of research and development projects that lead to new or updated instruments and numerous scientific publications.
At Aerosol Magee Scientific, the world’s leading experts in the measurement of black carbon and carbonaceous aerosols, we combine over 30 years of experience, insights from thousands of research studies and a passion for using our knowledge to influence the future.