Author

Wei-Guo Song

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Open access Aug 2026

Who is really at risk? Integrating social vulnerability and adaptive capacity into wildfire risk assessment in Pakistan

Wildfire risk assessments in developing countries remain largely hazard-centric, focusing on biophysical drivers such as fuel, weather, and topography while overlooking the socioeconomic and institutional conditions that determine who actually bear the consequences of a fire. Pakistan illustrates this gap: its four pro...

Rida Kanwal, Wei-Guo Song · Fire Ecology · 0 citations

Review Open access Jul 2026

Integrated Geospatial Machine Learning Frameworks for Forest Fire Risk Prediction: A Data-Driven Approach Using Random Forest and Non-Linear Feature Transformation in Anhui Province

Forest fire susceptibility mapping is an important component of disaster risk reduction, particularly in transitional climatic zones such as Anhui Province, China. Traditional approaches often rely on expert weighting (AHP) or linear assumptions, which may be insufficient for capturing the complex, non-linear interacti...

Jiaqing Zhang, Hanlin Zhou, Binbin Zhang et al. · Fire · 0 citations

Open access Jul 2026

Satellite- and Reanalysis-Based Assessment of Wind, Terrain, and Burn Severity During the May 2022 Suleiman Range Wildfire

Wind is a fundamental driver of wildfire behavior, yet wind–fire relationships remain poorly characterized in the mountainous regions of South Asia, where ground-based observations are scarce. This study examines the wildfire in the Suleiman Range of western Pakistan for May 2022, integrating Moderate Resolution Imagin...

Rida Kanwal, Wei-Guo Song · Fire · 0 citations