Mapping Local Climate Zones in the Urban Environment: The Optimal Combination of Data Source and Classifier

Mapping Local Climate Zones in the Urban Environment: The Optimal Combination of Data Source and Classifier

The novel concept of local climate zones (LCZs) provides a consistent classification framework for studies of the urban thermal environment. However, the development of urban climate science is severely hampered by the lack of high-resolution data to map LCZs. Using Gaofen-6 and Sentinel-1/2 as data...

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Bibliographic Details
Main Authors: Siying Cui, Xuhong Wang, Xia Yang, Lifa Hu, Ziqi Jiang, Zihao Feng
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
local climate zones
GF-6 data
ShuffleNetV2
sentinel data
random forest
Online Access:https://www.mdpi.com/1424-8220/22/17/6407

Internet

https://www.mdpi.com/1424-8220/22/17/6407

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