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A. Shoman

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Review Open access Aug 2026

From Detection to Maps: A Review of Automated Urban Tree Mapping Using UAV and High-Resolution Satellite Data

This systematic review discusses recent developments in the 2014-2026 mapping of these trees with the use of UAVs and high-resolution satellite imagery, and assesses the efficiency of deep learning models such as Convolutional Neural Networks and Vision Transformers in processing various source images.

Syndar Satbayev, D. Yedilkhan, A. Shoman et al. · 0 citations

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