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Spatiotemporal Analysis of Urban Green Areas Using Change Detection: A Case Study of Kharkiv, Ukraine
(Frontiers Media SA, 2022)
Тhe contemporary globalized world characterizes the rapid population growth, its significant concentration in cities, and an increase in the urban population. Currently, many socio-cultural, economic, environmental, and ...
Deforestation as a Cause of IncreasedSurface Runoff in the Catchment:Remote Sensing and SWAT Approach—A Case Study of Southern Serbia
(Frontiers Media SA, 2022)
In the past two decades, the South part of Serbia has been affected by exploitive and illegal logging. As this trend is not decreasing to this day, there is a need to determine the area where this logging occurred precisely. ...
Can Depopulation Stop Deforestation? The Impact of Demographic Movement on Forest Cover Changes in the Settlements of the South Banat District (Serbia)
(Frontiers Media SA, 2022)
The key problem of rural settlements in the South Banat district lasted into the 21st century
through the spread of depopulated areas. Considering that settlements give a cultural
landscape its basic features, that they ...
Testing a New Ensemble Vegetation Classification Method Based on Deep Learning and Machine Learning Methods Using Aerial Photogrammetric Images
(Frontiers Media SA, 2022)
The objective of this research is to report results from a new ensemble method for
vegetation classification that uses deep learning (DL) and machine learning (ML)
techniques. Deep learning and machine learning architectures ...
Factors Controlling the Change of Soil Erosion Intensity in Mountain Watersheds in Serbia
(Frontiers Media SA, 2022)
The intensity of soil erosion is the result of a combined action of natural factors and different
human activities. This work aims to determine the factors controlling the change of soil
erosion. Eleven watersheds from ...