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Open access Aug 2026

Spatial Differentiation and Influencing Factors of Traditional Villages in the Mountain–Basin Region of Central Shanxi, China: Implications for Cultural Landscape Planning

Traditional villages preserve regional cultural memory and distinctive rural landscapes while embodying the historical evolution of human–land relationships. This study examines the spatial distribution and influencing factors of 221 nationally listed traditional villages in central Shanxi using GIS-based spatial analy...

Yun-Xin Zhang, Lan Li, Jin-Ping Wang et al. · 0 citations
Open access Aug 2026

Small-Sample Recognition and Classification of Ancient Architectural Forms in Chinese Local Gazetteer Maps Using Deep Learning Method

Chinese local gazetteer maps contain visual evidence of historical cities and architecture, but their hand-drawn, low-texture, and small-sample characteristics make automatic recognition difficult. This study develops a transfer-learning workflow to classify gazetteer-derived architectural images and examines its usefu...

Lan Li, Feng Kang, Xue Li et al. · 0 citations

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