A Parcel-Based Deep-Learning Classification to Map Local Climate Zones From Sentinel-2 Images

Local climate zones (LCZ) describe urban surface structures, supporting studies of urban heat islands, sustainable urbanization, and energy balance. The existing studies mapped LCZs from satellite images using scene-based classification, which trained deep-learning classifiers by labeled image patch...

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Bibliographic Details
Main Authors: Yimin Zhou, Tao Wei, Xiaolin Zhu, Melissa Collin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9398551/