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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Chiara Graziani

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Open access Jul 2026

Pixel-based vegetation mapping at class-level from UAV multispectral imagery: application in an alpine lake ecosystem

Abstract. Vegetation mapping in alpine environments is essential for monitoring ecosystem dynamics and climate change impacts, yet remains challenging when using very high-resolution UAV imagery under limited labeled data. This study proposes a data-centric, pixel- based classification framework for class-level vegetat...

M. Elahi, Alessandra Spadaro, F. Matrone et al. · 0 citations

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