Ivan Potić | Bulletin of Natural Sciences Research

Ivan Potić

Republički geodetski zavod

Articles

Open Access Original Scientific Paper

MAPPING OF THE ENVIRONMENT USING MULTISPECTRAL SATELLITE IMAGERY

by Ivan Potić, Vanja Šimunić

Continuous environmental mapping has never been more necessary because of the fast-paced lifestyle, technology development, climate change. Monitoring changes in the environment has become one of the most important tasks todayto understand those changes and take the necessary measures to coordinate sustainable development with the emerging natural and socio-economic events. Remote sensing combined with cartography gives us the opportunity to obtain current information on the state of the environment and react suitablyin order to reduce damage to a minimum in accordance with sustainable development.

View Full-Text DOI 10.5937/univtho9-24474 Published: 29 Dec 2019

Open Access Original Scientific Paper

REMOTE SENSING MACHINE LEARNING ALGORITHMS IN ENVIRONMENTAL STRESS DETECTION - CASE STUDY OF PAN-EUROPEAN SOUTH SECTION OF CORRIDOR 10 IN SERBIA

by Ivan Potić, Milica Potić

The construction of the Pan-European Corridor 10 is one of the major projects in the Republic of Serbia, and it enters the final phase. A vast natural area suffered a significant change to complete the project and therefore is the existence of a need to monitor those changes. Nature requires adequate and accurate detection of environmental stresses which inevitably arise after implementation of such large construction projects. Conversely to traditional field monitoring of the environment, this paper will present the remote sensing method which includes usage of European Space Agency's Sentinel 2A optical satellite data processed with different Machine Learning algorithms. An accuracy assessment is performed on land cover map results, and change detection carried out with best resulting data.

View Full-Text DOI 10.5937/univtho7-14957 Published: 11 Dec 2017