Monitoring of aquatic ecosystems has been historically accomplished by intensive
campaigns of direct measurements (by probes and other boat instruments) and indirect …

Oil spill detection and mapping using deep learning (OSDMDL) is crucial for assessing its
impact on coastal and marine ecosystems. A novel approach was employed in this study to …

The class imbalance problem is characterized by an unequal data distribution in which
majority classes have a greater number of data samples than minority classes …

Oil spills have caused serious harm to the marine environment. Remote sensing technology
is one of the important tools for marine environment monitoring. Synthetic aperture radar …

Oil spill detection (OSD) in marine areas is an application of synthetic aperture radar (SAR)
images to protect aquatic life. In this paper, a new oil spill detection algorithm based on level …

Coastal ecosystems offer substantial support and space for the sustainable development of
human society, and hence the ecological risk evaluation of coastal ecosystems is of great …

The eastern Mediterranean region is a vital hub for oil transportation and production
because of its strategic location between Europe, Asia, and Africa. But its unique attributes …

One of the major threats to marine ecosystems is pollution, particularly, that associated with
the offshore oil and gas industry. Oil spills occur in the world's oceans every day, either as …

Large-scale mapping of date palm trees is vital for their consistent monitoring and
sustainable management, considering their substantial commercial, environmental, and …

Oil spill accidents are one of the major problems causing marine pollution, and thus such
accidents require rapid detection for early response. In recent years, deep learning …