A Benchmark Dataset for Sentinel-2 Based Forest Type Classification in the Siberian Summergreen-Evergreen Forest Transition Zone

A Benchmark Dataset for Sentinel-2 Based Forest Type Classification in the Siberian Summergreen-Evergreen Forest Transition Zone

Circumboreal forests covering about 30% of global forested areas are undergoing significant changes. In Siberia, global warming may reduce the dominance of summergreen larch forest inducing shifts towards evergreen forest types, specifically in the Eastern Siberian summergreen–evergreen f...

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Bibliographic Details
Main Authors: Femke van Geffen, Ronny Hansch, Begum Demir, Stefan Kruse, Ulrike Herzschuh, Birgit Heim
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Boreal forest
feature importance
multitemporal
random forest (RF) classification
Sentinel-2
summergreen–evergreen forest transition zone
Online Access:https://ieeexplore.ieee.org/document/10971922/
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