Analyzing Land Use Changes and Climate Trends in Lezha Region from 1991 to 2020 Using GIS and Remote Sensing

Anira Gjoni – Department of Meteorology, Institute of Geosciences, Polytechnic University of Tirana, Tirana, Albania

Enkelejda Kucaj – Department of Meteorology, Institute of Geosciences, Polytechnic University of Tirana, Tirana, Albania

Azem Bardhi – Department of Meteorology, Institute of Geosciences, Polytechnic University of Tirana, Tirana, Albania

Abstract: This study delves into how Ghana’s Cybersecurity Act addresses training provisions and support for investigating cases of AI negligence, drawing from sections of the Act’s legal cases and academic literature. A legal assessment of Act 1038 concerning capacity building, protection of infrastructure liability gaps considering emerging AI threats and disputes related to negligence based on documented cases was carried out. The analysis reveals that Act 1038 does not explicitly mention risks associated with AI systems in capacity building or designating infrastructure. It suggests the need for measures such as tailored regulations and standardized reporting requirements alongside training to tackle issues related to liability and safety as the use of AI in healthcare expands. It is recommended that the scope of training programs and infrastructure under the Act be broadened to include education on vulnerabilities related to AI and mandate audits for specific healthcare AI applications. Furthermore, there is a call for developing sector regulations addressing negligence accountability. The novelty of this study lies in the analysis of a framework to improve Ghana’s cybersecurity legislation to better govern AI safety promotion in the context of increasing automation in medicine.

Keywords: Climate; Geographic Information Systems; Remote Sensing; Urban Space; Urban Systems.

Full Text: PDF

DOI: https://doi.org/10.5281/zenodo.15178644

Publication Date: 09.04.2025  

How to Cite: Gjoni, A., Kucaj, E., & Bardhi, A. Analyzing Land Use Changes and Climate Trends in Lezha Region from 1991 to 2020 Using GIS and Remote Sensing. Journal of Integrated Engineering and Applied Sciences, 2025, 3(1), 183–198.

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