The responses of plants to climate change are typically reflected in the changes in leaf and
flowering phenology. By exploiting the strength and simplicity of repeated digital …

Change Detection (CD) is one of the major research areas in the field of remote sensing.
Hyperspectral Images (HSI's) boosted the change detection technology with their high …

Due to growing human population and technology, huge climate change occurs which
impact the environment and lives. Satellite images are profound for monitoring the ground …

As climate change continues to pose significant challenges worldwide, regions of high
vulnerability necessitate specialized strategies for effective resource management and …

Modern research focuses on the creation of cutting-edge image processing methods
designed for the analysis of vast amounts of spatial and temporal data gathered from …

Humans are perpetually in search of ways to enhance their quality of life, yet some of these
pursuits inadvertently inflict harm on the environment, affecting land, water, air, and more …

Change detection in land use and land cover is critical for understanding the interplay of
human activities with the environment; hence, the ability to mimic changes is required …

This thesis is focused on deep learning-based, pixel-wise classification of hyperspectral
images (HSI) in the field of remote sensing. Although presence of many spectral bands in an …