Evaluation of Cloud Mask Performance of KOMPSAT-3 Top-of-Atmosphere Reflectance Incorporating Deeplabv3+ with Resnet 101 Model

Evaluation of Cloud Mask Performance of KOMPSAT-3 Top-of-Atmosphere Reflectance Incorporating Deeplabv3+ with Resnet 101 Model

Cloud detection is a crucial task in satellite remote sensing, influencing applications such as vegetation indices, land use analysis, and renewable energy estimation. This study evaluates the performance of cloud masks generated for KOMPSAT-3 and KOMPSAT-3A imagery using the DeepLabV3+ deep learnin...

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Bibliographic Details
Main Authors: Suhwan Kim, Doehee Han, Yejin Lee, Eunsu Doo, Han Oh, Jonghan Ko, Jongmin Yeom
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Applied Sciences
Subjects:
operational system
GK-2A satellite
deep learning
solar radiation
aerosol optical depth
Online Access:https://www.mdpi.com/2076-3417/15/8/4339
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