Mapping invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A comparative study

Mapping invasive alien plant species with very high spatial resolution and multi-date satellite imagery using object-based and machine learning techniques: A comparative study

Invasive alien plant species (IAPS) have negative impacts on ecosystems, including the loss of biodiversity and the alteration of ecosystem functions. The strategy for mitigating these impacts requires knowledge of these species’ spatial distribution and level of infestation. In situ inventories or...

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Bibliographic Details
Main Authors: Fiston Nininahazwe, Jérôme Théau, Genest Marc Antoine, Mathieu Varin
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:GIScience & Remote Sensing
Subjects:
invasive alien plant species
remote sensing
multi-date
satellite imagery
obia
machine learning
Online Access:http://dx.doi.org/10.1080/15481603.2023.2190203

Internet

http://dx.doi.org/10.1080/15481603.2023.2190203

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