Publications | Pengyu Chen

Publications

GIS / Spatial Statistics Theory

2026Modelling state-level crash fatalities by a network-constrained inhomogeneous Poisson point processApplied Geography · Chen, Liu, Wang, Ma, Yang & Goel↗

GIS Application

2026VLM4S: A Vision-Language Model Framework for Geographically and Environmentally Informed Soundscape AssessmentTransactions in GIS · Chen, Wang, Lyu, Kupfer, Wang, Huang & Li↗2026FG-TreeSeg: Flow-Guided Tree Crown Segmentation without Instance AnnotationsIEEE Geoscience and Remote Sensing Letters · Chen, Lyu, Wang & Wang↗2026Intelligent bear deterrence system based on computer vision: Reducing human–bear conflicts in remote areasUrsus · Chen, Fei, Kupfer, Du, Yi & Li↗2026Cross-Modal Urban Sensing: Evaluating Sound–Vision Alignment Across Street-Level and Aerial ImageryTransactions in GIS · Chen, Huang, Fei & Wang↗2025A GAN-enhanced deep learning framework for rooftop detection from historical aerial imageryInternational Journal of Remote Sensing · Chen, Wang, Wang, Wang, Huang, Huang & Zang · Cover Article↗

Others

2025Where are GIScience faculty hired from?Cartography and Geographic Information Science · Chen et al.↗2024Socio-demographic inequalities in the impacts of extreme temperatures on population mobilityJournal of Transport Geography · Gu, Chen & Fan↗

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