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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

Wei Rong

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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. · 0 citations

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