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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

L. Seidaliyeva

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Review Open access Jul 2026

From pixels to policy: A critical synthesis of remote sensing and GIS indicators for ecosystem and biodiversity monitoring

Policy value depends on converting remotely sensed change into explicit, validated decision rules for zoning, restoration, protected-area management, and biodiversity reporting, according to a review of peer-reviewed studies published from 2015 to 2025.

T. Mkilima, A. Zhidebayeva, S. Syrlybekkyzy et al. · 0 citations

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