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Context: The spatial competitive relationship between wetland restoration and productive land expansion represents a core challenge in regional land use sustainability. Objectives: This study aims to develop a deep learning framework capable of jointly capturing the spatiotemporal characteristics of land competition. It further seeks to understand changes in the competitive relationship between we
