Zulfaqar Sa’adi

Integrating flood and landslide susceptibility for multi-hazard assessment in the Langat Catchment, Malaysia

Floods and landslides frequently affect the same catchment systems, yet they are usually assessed in isolation, which limits the ability of local authorities to identify areas exposed to their combined spatial influence. An integrated multi-hazard assessment is therefore needed to provide a more comprehensive understan...

Artificial intelligence and multi-sensor earth observation for flood forecasting and mapping: a systematic review of operational evidence

Floods From Space: How Remote Sensing, AI , and Cloud Platforms Are Reshaping Disaster Risk Reduction

Flooding remains one of the most damaging climate‐related hazards globally, yet flood remote sensing has historically developed largely along sensor‐specific pathways. This review addresses the need for a systematic and decision‐oriented synthesis of how space‐borne remote sensing has evolved toward integrated flood...

Sustainable mineral processing risk analysis based initial settling rates prediction using enhanced machine learning models

The primary contamination concern of mineral processing tailings (MPT) is the leaching of hazardous substances into the environment. The literature indicates that MPT requires effective flocculation and polymer-assisted dewatering to ensure its disposal does not cause environmental damage. In this research, a theoret...