Author

Yu-Jie Wang

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Review Open access Sep 2026

A Human-in-the-Loop GeoAI–GIS Workflow for Structured Spatial Evidence in Sustainable Cultivated-Land Governance

Sustainable cultivated-land governance requires spatial information that is accurate, traceable, and suitable for expert review. This study developed a human-in-the-loop GeoAI–GIS workflow that transforms high-resolution semantic segmentation outputs into image-derived land-cover objects, transparent review priorities,...

Jian-Wen Wang, Wen-Jie Xie, Yu-Jie Wang et al. · Sustainability · 0 citations

Open access Sep 2026

HDSMNet: Height-Guided Sparse Cross-Modal Fusion for High-Resolution Remote Sensing Semantic Segmentation

HDSMNet is proposed, a dual-branch multimodal semantic segmentation network designed for optical–nDSM data that enhances discriminative dense feature representations in high-resolution remote sensing images through interaction with a compact set of geometry-guided anchors.

Han-Xun Gu, Jiang-Jie Hu, Li Wang et al. · Remote Sensing · 0 citations