Low-cost tree crown dieback estimation using deep learning-based segmentation

The global increase in observed forest dieback, characterized by the death of tree foliage, heralds widespread decline in forest ecosystems. This degradation causes significant changes to ecosystem services and functions, including habitat provision and carbon sequestration, which can be difficult t...

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Bibliographic Details

Published in:	Environmental Data Science
Main Authors:	Matthew J. Allen, Daniel Moreno-Fernández, Paloma Ruiz-Benito, Stuart W.D. Grieve, Emily R. Lines
Format:	Article
Language:	English
Published:	Cambridge University Press 2024-01-01
Subjects:	climate change deep learning dieback drones forest monitoring
Online Access:	https://www.cambridge.org/core/product/identifier/S2634460224000165/type/journal_article