Domain-Knowledge-Guided Multisource Fusion Network for Small Water Bodies Mapping Using PlanetScope Multispectral and Google Earth RGB Images

Domain-Knowledge-Guided Multisource Fusion Network for Small Water Bodies Mapping Using PlanetScope Multispectral and Google Earth RGB Images

Mapping of small water bodies (SWBs) has been facilitated by very high resolution remote sensing images. The multispectral PlanetScope image, with visible to near-infrared bands at 3-m resolution, has been continuously used for mapping SWBs recently, but accurately delineating SWB boundaries remains...

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Bibliographic Details
Main Authors: Pu Zhou, Xiaodong Li, Yihang Zhang, Yalan Wang, Yuyang Li, Xiang Li, Chi Zhou, Laiyin Shen, Yun Du
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Deep learning
domain knowledge
image fusion
sample reweighting
small water body (SWB)
Online Access:https://ieeexplore.ieee.org/document/10772057/
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