This paper examines the application of machine learning methods to environmental monitoring based on ESG data using the case of Ukraine, with a comparative analysis of the European Union. The study analyzes the relationships between energy use, renewable energy share, and $\text{CO}_{2}$ (greenhouse gas) emissions. The...
Nataliia Dziubanovska, V. Maslii, Mykhailo Ozhha et al.· Automation, Control, and Inf...· 0 citations
This study examines the relationship between digital transformation and foreign direct investment (FDI) in European countries over 2012-2023 using Eurostat data. Digital transformation is measured by the share of the ICT sector in gross value added, while FDI is represented by annual investment flows. The analysis appl...
Nataliia Dziubanovska, V. Maslii, Ivan Tsegelnyy· Automation, Control, and Inf...· 0 citations
In crisis times, traditional models of water quality assessment and water resources management lose their effectiveness. In the current conditions of local climate change, accidental pollution, emergencies or military operations, there is an urgent need to transition from traditional descriptive hydrochemical monitorin...
Nataliia Dziubanovska, N. Szczepanik-Ścisło, Maksym Soroka et al.· Water· 0 citations
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