Monitoring land use change dynamics is critical for tackling food security, climate change,
and biodiversity loss on a global scale. This study is designed to classify land use and land …

Floods occur throughout the world and are becoming increasingly frequent and dangerous.
This is due to different factors, among which climate change and land use stand out. In …

Abstract The Chamoli district of Uttarakhand, India, was recently devastated by a natural
disaster ie flash flood (07 February 2021), causing significant damage to life, property …

Investigating the spatial-temporal evolution of land use and its driving forces provides a
scientific basis for policy formulation, land-use structure adjustment, and ecological …

Floods are significant global disasters, but their impact in developing countries is greater
due to the lower shock tolerance, many subsistence farmers, land fragmentation, poor …

This study explores and compares the predictive capabilities of various ensemble
algorithms, including SVM, KNN, RF, XGBoost, ANN, DT, and LR, for assessing flood …

Monitoring the spatiotemporal variation in coastal aquaculture zones is essential to
providing a scientific basis for formulating scientifically reasonable land management …

Pharmaceutical compounds have become an increasingly important source of pollutants in
wastewaters being conventional treatments ineffective in removing them, so they are …

Flash floods are catastrophic global events, especially in northeast Bangladesh, and
assessing flash flood susceptibility is crucial for preparedness and mitigation. Traditional …

The risk from natural disasters is incessantly growing with the complex nature of advancing
globalization. The escalating change in global climate is a driving factor in increasing floods …