Examination of the performance of ASEL and MPViT algorithms for classifying mangrove species of multiple natural reserves of Beibu Gulf, south China

Examination of the performance of ASEL and MPViT algorithms for classifying mangrove species of multiple natural reserves of Beibu Gulf, south China

Mangrove is the highest productive ecosystems in the global coastal zone, which has high blue carbon sink function and carbon neutrality potential. Fine species classification is essential for mangrove conservation and sustainable development, and has attracted much attention in recent years using e...

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Bibliographic Details
Main Authors: Bolin Fu, Xu He, Yiyin Liang, Tengfang Deng, Huajian Li, Hongchang He, Mingming Jia, Donglin Fan, Feng Wang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Ecological Indicators
Subjects:
Mangrove species classification
UAV multispectral images
Adaptive stacking ensemble learning algorithms
Multi-Path Vision Transformer algorithm
SHapley Additive explanations
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X23010129

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http://www.sciencedirect.com/science/article/pii/S1470160X23010129

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