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1 Introduction Remote sensing change detection aims to identify and localize land-cover changes by comparing images acquired over the same area at different times (Gong et al. 2025). It supports a range of applications such as urban expansion monitoring, disaster assessment, and environmental surveillance (Ahmad et al. 2025; Zhang et al. 2023; Wang et al. 2025).
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