Mapping drivers of tropical forest loss with satellite image time series and machine learning

Mapping drivers of tropical forest loss with satellite image time series and machine learning

The rates of tropical deforestation remain high, resulting in carbon emissions, biodiversity loss, and impacts on local communities. To design effective policies to tackle this, it is necessary to know what the drivers behind deforestation are. Since drivers vary in space and time, producing accurat...

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Bibliographic Details
Main Authors: Jan Pišl, Marc Rußwurm, Lloyd Haydn Hughes, Gaston Lenczner, Linda See, Jan Dirk Wegner, Devis Tuia
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:Environmental Research Letters
Subjects:
remote sensing
earth observation
machine learning
deep learning
time series
deforestation
Online Access:https://doi.org/10.1088/1748-9326/ad44b2

Internet

https://doi.org/10.1088/1748-9326/ad44b2

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