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This Special Issue aims to provide a refreshing view of current developments and emerging trends in the field of big data analytics and AI/machine learning for the efficient analysis of remotely sensed data. Recent advances in data science and AI/machine learning have shown great promise in processing, managing and analysing such large and heterogeneous data sources for various tasks. Manuscripts should be submitted online and can be submitted until the deadline. All manuscripts are thoroughly refereed through a single-blind peer-review process.