Tree Species Classification at the Pixel Level Using Deep Learning and Multispectral Time Series in an Imbalanced Context

This paper investigates tree species classification using the Sentinel-2 multispectral satellite image time series (SITS). Despite its importance for many applications and users, such mapping is often unavailable or outdated. The value of using SITS to classify tree species on a large scale has been...

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Bibliographic Details
Main Authors: Florian Mouret, David Morin, Milena Planells, Cécile Vincent-Barbaroux
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Remote Sensing
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Online Access:https://www.mdpi.com/2072-4292/17/7/1190
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