ABSTRACT The Middle East and North Africa have witnessed a surfeit of geospatial data
collection projects, resulting in big databases with powerful deductive capacities. Despite …

Typhoons are among the most dangerous meteorological events, and they frequently cause
human fatalities and significant economic loss. An accurate estimation of typhoon disaster …

This study harnessed the formidable predictive capabilities of three state-of-the-art machine
learning models—extreme gradient boosting (XGB), random forest (RF), and CatBoost (CB) …

Integrating symmetry-reducing methods into self-assembly methodology is desirable to
efficiently realise the full potential of molecular cages as hosts and catalysts. Although …

Tropical cyclone is a natural disaster phenomenon that is considered one of the main
challenges for human populations in many countries across the globe. This study …

Storm surges are natural disasters that cause abnormal fluctuations in seawater owing to
severe atmospheric disturbances. Storm surges have the characteristics of a fierce, fast and …

Tropical cyclones are a highly destructive natural hazard that can cause extensive damage
to assets and loss of life. This is especially true for the many coastal cities and communities …

Tropical cyclone causes large-scale devastation and destruction in the coastal plains of
India, particularly in Odisha, which is the most cyclone-affected state in the country. Tropical …

A coastal region is a section of land that borders a significant body of water, often the sea or
ocean. Despite their productivity, they are sensitive to even little alterations in the outside …

A tropical cyclone is a significant natural phenomenon that results in substantial socio-
economic and environmental damage. These catastrophes impact millions of people every …