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Smart estimation of pollutant emissions from marine transport

Uriasz Janusz, Wolak Aleksander

Annual of Navigation

2021

No. 27

17--27

The production and analysis of transport statistics is part of the process of maritime transport management and monitoring. As there is strong need to protect the environment through the reduction of greenhouse gas emissions by the transport sector, CO2 in particular, it is necessary to assess the emissions of pollutants emitted by sea-going ships. The article presents an intelligent method of estimating pollution volumes based on harmonised sets of data on vessel traffic obtained from the monitoring of the Automatic Identification System and developed artificial intelligence models. The created methods allow estimating emissions of pollutants from individual sea vessels, aggregate pollutant amounts in a selected geographical area, or on a selected route and in port. The data obtained can be visualized for conducting statistical analyses. The work was performed under the TranStat project executed jointly with the Central Statistical Office. "The project financed by the National Centre of Research and Development as part of the program Gospostrateg, Agreement Gospostrateg1/383385/12/NCBR/2018”.