Airborne Hyperspectral Images and Machine Learning Algorithms for the Identification of Lupine Invasive Species in Natura 2000 Meadows

Airborne Hyperspectral Images and Machine Learning Algorithms for the Identification of Lupine Invasive Species in Natura 2000 Meadows

The mapping of invasive plant species is essential for effective ecosystem control and planning, especially in protected areas. One of the widespread invasive plants that threatens the species richness of Natura 2000 habitats in Europe is the large-leaved lupine (<i>Lupinus polyphyllus</i&g...

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Bibliographic Details
Main Authors: Anita Sabat-Tomala, Edwin Raczko, Bogdan Zagajewski
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Remote Sensing
Subjects:
biodiversity
agriculture
alien invasive species
HySpex
support vector machines
random forest
Online Access:https://www.mdpi.com/2072-4292/16/3/580

Internet

https://www.mdpi.com/2072-4292/16/3/580

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