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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Chien-Min Chen

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Open access Sep 2026

Urban Morphological Evolution and the Spatial Restructuring of Carbon Emissions in High-Density Taipei: A 3D Historical GIS, XAI, and MGWR Analysis, 1980–2025

Compact development is often treated as a low-carbon strategy; yet, high-density cities may face new carbon pressures as vertical development, agglomeration, and cross-district mobility intensify. This study examines Taipei using 27,239 100 m × 100 m grid cells and 1980–2025 data integrating Historical GIS, remote sens...

M. Wang, Chien-Min Chen · 0 citations
Open access Sep 2026

Building-Scale GeoAI for Short-Horizon Urban Inundation Prediction Under Sparse Labels and Distribution Shift: A Multi-Event Evaluation of Predictive Capability Boundaries in Taipei

Urban inundation forecasting in high-density cities is complicated by sparse incident labels, nonstationary rainfall, and changing sensing systems. Using Taipei as a case study, we develop a building-scale GeoAI decision-support prototype that integrates 30,421 Level of Detail 1 (LOD1) building-centroid nodes, 41,636 g...

M. Wang, Chien-Min Chen · 0 citations

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