Small water body extraction in remote sensing with enhanced CNN architecture
B Farooq, A Manocha - Applied Soft Computing, 2024 - Elsevier
In climate change, the precise acquisition of data about natural resources is essential and
poses a significant difficulty in remote sensing. Identifying water resources has become a …
poses a significant difficulty in remote sensing. Identifying water resources has become a …
Optimal Fusion of Multispectral Optical and SAR Images for Flood Inundation Mapping through Explainable Deep Learning
In the face of increasing flood risks intensified by climate change, accurate flood inundation
mapping is pivotal for effective disaster management. This study introduces a novel …
mapping is pivotal for effective disaster management. This study introduces a novel …
Using Multispectral Satellite Images
Precise delineation of surface water is essential for monitoring its status. Traditional indices-
based methods suffer from the problem of falsely positive detec-tion with a similar …
based methods suffer from the problem of falsely positive detec-tion with a similar …
Flood Detection and Segmentation Using Deep Learning Models
V Santhi, I Krishnamurthi… - … Conference on Smart …, 2024 - ieeexplore.ieee.org
A flood occurs when water overflows onto normally dry land, often caused by a variety of
factors starting from natural events or human actions, resulting in significant losses affecting …
factors starting from natural events or human actions, resulting in significant losses affecting …
Superpixel Fused Pixel Context Network for Precise Surface Water Mapping Using Multispectral Satellite Images
Precise delineation of surface water is essential for monitoring its status. Traditional indices-
based methods suffer from the problem of falsely positive detection with a similar …
based methods suffer from the problem of falsely positive detection with a similar …
Improving Sustainability with Deep Learning Models for Inland Water Quality Monitoring Using Satellite Imagery
L Kumar, Y Afaq - International Conference on Mining Intelligence and …, 2023 - Springer
Inland water sources like lakes, rivers, and streams are important for the environment and
human well-being. Monitoring these water sources is essential to ensure that they remain …
human well-being. Monitoring these water sources is essential to ensure that they remain …