Drone hyperspectral imaging and artificial intelligence for monitoring moss and lichen in Antarctica

Drone hyperspectral imaging and artificial intelligence for monitoring moss and lichen in Antarctica

Abstract Uncrewed aerial vehicles (UAVs) have become essential for remote sensing in extreme environments like Antarctica, but detecting moss and lichen using conventional red, green, blue (RGB) and multispectral sensors remains challenging. This study investigates the potential of hyperspectral ima...

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Bibliographic Details
Main Authors: Juan Sandino, Johan Barthelemy, Ashray Doshi, Krystal Randall, Sharon A. Robinson, Barbara Bollard, Felipe Gonzalez
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Antarctic specially protected area (ASPA)
Bryophyte
Ecological monitoring
Machine learning
Semantic segmentation
Uncrewed aerial vehicle (UAV)
Online Access:https://doi.org/10.1038/s41598-025-11535-4
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https://doi.org/10.1038/s41598-025-11535-4

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