The Arctic sea-ice region is a crucial area for studying climate change. ArcCI is a Cloud infrastructure solution that supports Earth science by providing efficient and accurate extraction of geophysical features and spatiotemporal analysis of sea-ice leads. The ArcCI system employs an object-based image analysis method and machine learning classification approaches to manage and process high spatial resolution imagery on-demand. This helps scientists better understand changes in the Arctic sea-ice region.