Comparison between three convolutional neural networks for local climate zone classification using Google Earth Images: A case study of the Fujian Delta in China

Comparison between three convolutional neural networks for local climate zone classification using Google Earth Images: A case study of the Fujian Delta in China

Local Climate Zone (LCZ) is a significant classification system of urban form and function, which can reflect the 3-dimensional urban information specifically. However, previous studies of LCZ lack class expansion, comparison of classification accuracy of different CNNs, and results post-processing...

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Bibliographic Details
Main Authors: Xiang Liu, Suiping Zeng, Aihemaiti Namaiti, Ruhong Xin
Format: Article
Language:English
Published: Elsevier 2023-04-01
Series:Ecological Indicators
Subjects:
Local Climate Zone
Biclassified Convolutional Neural Network
Very high-resolution
Fujian Delta
Urban form
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X23002285

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http://www.sciencedirect.com/science/article/pii/S1470160X23002285

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