Author

Xian-Zhe Tang

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Open access Oct 2026

A Similarity-Constrained Sampling Framework for Early-Stage Forest Fire Susceptibility Mapping in Sample-Scarce Regions

Forest fire events in coastal eastern Guangdong are strongly associated with human activities and often occur as small-scale, short-lived early-stage fire events. Given uneven thermal monitoring infrastructure, a key challenge is leveraging data-rich local areas to identify high-susceptibility areas in data-sparse regi...

Dongfang Shang, Di-Ping Yuan, Lei Zou et al. · Fire · 0 citations

Sep 2026

A novel framework for urban flood risk assessment integrating probabilistic hazard occurrence and urban environmental response.

Urban flood (UF) risk assessment provides a geographical perspective for addressing threats to urban development and public safety. Although the Hazard-Exposure-Vulnerability (H-E-V) framework is widely used, ambiguous boundaries between Exposure and Vulnerability and unreasonable coupled risk-value distributions may w...

Yin-Yin Chen, Gui-Cheng Yang, Xu-Heng Xiong et al. · Water Research · 0 citations