A Green Fingerprint of Antarctica: Drones, Hyperspectral Imaging, and Machine Learning for Moss and Lichen Classification

A Green Fingerprint of Antarctica: Drones, Hyperspectral Imaging, and Machine Learning for Moss and Lichen Classification

Mapping Antarctic Specially Protected Areas (ASPAs) remains a critical yet challenging task, especially in extreme environments like Antarctica. Traditional methods are often cumbersome, expensive, and risky, with limited satellite data further hindering accuracy. This study addresses these challeng...

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Bibliographic Details
Main Authors: Juan Sandino, Barbara Bollard, Ashray Doshi, Krystal Randall, Johan Barthelemy, Sharon A. Robinson, Felipe Gonzalez
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
Antarctic Specially Protected Area (ASPA)
data fusion
environmental monitoring
hyperspectral imaging (HSI)
unmanned aerial system (UAS)
unmanned aerial vehicle (UAV)
Online Access:https://www.mdpi.com/2072-4292/15/24/5658

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