Monitoring Impervious Surface Area Dynamics in Urban Areas Using Sentinel-2 Data and Improved Deeplabv3+ Model: A Case Study of Jinan City, China

Monitoring Impervious Surface Area Dynamics in Urban Areas Using Sentinel-2 Data and Improved Deeplabv3+ Model: A Case Study of Jinan City, China

Timely and rapidly mapping impervious surface area (ISA) and monitoring its spatial-temporal change pattern can deepen our understanding of the urban process. However, the complex spectral variability and spatial heterogeneity of ISA caused by the increased spatial resolution poses a great challenge...

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Bibliographic Details
Main Authors: Jiantao Liu, Yan Zhang, Chunting Liu, Xiaoqian Liu
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Remote Sensing
Subjects:
impervious surface area
Sentinel-2
Deeplabv3+
Jinan City
spatial-temporal variation
Online Access:https://www.mdpi.com/2072-4292/15/8/1976

Internet

https://www.mdpi.com/2072-4292/15/8/1976

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