<inline-formula><tex-math notation="LaTeX">$\mathsf{SILVIA}$</tex-math></inline-formula>: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images

<inline-formula><tex-math notation="LaTeX">$\mathsf{SILVIA}$</tex-math></inline-formula>: An eXplainable Framework to Map Bark Beetle Infestation in Sentinel-2 Images

Recent long spells of high temperatures and drought-hit summers have fostered the conditions for an unprecedented outbreak of bark beetles in Europe. This phenomenon has ruined vast swathes of European conifer forests creating a need among forest managers to find effective methods to gather informat...

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Bibliographic Details
Main Authors: Giuseppina Andresini, Annalisa Appice, Donato Malerba
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Bark beetle infestation mapping
explainable artificial intelligence (XAI)
forest tree die-back
self-training
Sentinel-2 image processing
spectral classification
Online Access:https://ieeexplore.ieee.org/document/10241978/

Internet

https://ieeexplore.ieee.org/document/10241978/

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