Effects of Multi-Growth Periods UAV Images on Classifying Karst Wetland Vegetation Communities Using Object-Based Optimization Stacking Algorithm

Effects of Multi-Growth Periods UAV Images on Classifying Karst Wetland Vegetation Communities Using Object-Based Optimization Stacking Algorithm

Combining machine learning algorithms with multi-temporal remote sensing data for fine classification of wetland vegetation has received wide attention from researchers. However, wetland vegetation has different physiological characteristics and phenological information in different growth periods,...

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Bibliographic Details
Main Authors: Ya Zhang, Bolin Fu, Xidong Sun, Hang Yao, Shurong Zhang, Yan Wu, Hongyuan Kuang, Tengfang Deng
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
karst wetland
vegetation communities’ classification
multi-growth periods
stacking ensemble learning algorithm
SHAP Visual Analysis
UAV imagery
Online Access:https://www.mdpi.com/2072-4292/15/16/4003

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https://www.mdpi.com/2072-4292/15/16/4003

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