Monitoring of Antarctica’s Fragile Vegetation Using Drone-Based Remote Sensing, Multispectral Imagery and AI

Monitoring of Antarctica’s Fragile Vegetation Using Drone-Based Remote Sensing, Multispectral Imagery and AI

Vegetation in East Antarctica, such as moss and lichen, vulnerable to the effects of climate change and ozone depletion, requires robust non-invasive methods to monitor its health condition. Despite the increasing use of unmanned aerial vehicles (UAVs) to acquire high-resolution data for vegetation...

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Bibliographic Details
Main Authors: Damini Raniga, Narmilan Amarasingam, Juan Sandino, Ashray Doshi, Johan Barthelemy, Krystal Randall, Sharon A. Robinson, Felipe Gonzalez, Barbara Bollard
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
antarctic specially protected area (ASPA)
machine learning
gradient boosting
convolutional neural network
unmanned aerial vehicle (UAV)
lichen
Online Access:https://www.mdpi.com/1424-8220/24/4/1063

Internet

https://www.mdpi.com/1424-8220/24/4/1063

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