Label semantics and image features aware remote sensing sample retrieval from multi-source datasets for AI-enabled remote sensing monitoring

Introduction:With the advent of remote sensing (RS) big data, the evolving deep learning (DL) enabled analysis has shown remarkable potential in uncovering intricate features and detecting environmental changes from the vast influx of remote sensing imagery. This is particularly promising for data-d...

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Bibliographic Details

Published in:	Frontiers in Environmental Science
Main Authors:	XingTao Ren, Yan Ma, YiXin Zhou
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-04-01
Subjects:	remote sensing sample datasets remote sensing sample retrieval remote sensing sample database AI-enabled remote sensing application remote sensing imagery deep learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fenvs.2025.1580797/full