GeoAI Systematic Review Dataset: Remote Sensing, Vegetation and Hydrology Studies in Polar Regions (2005–2025)

This dataset contains all materials generated during a systematic review of artificial intelligence and remote sensing research focused on vegetation and hydrology in the Arctic and Antarctic from 2005 to 2025. It includes the full set of screened records, documentation of inclusion and exclusion decisions, structured summaries of all eligible studies, bibliographic files, and thematic groupings used to classify research domains. Also provided are network-ready text files describing author collaborations, keyword co-occurrence patterns, and conceptual linkages within the literature. Each spreadsheet and text file includes clear explanations of column names, variable meanings, and dataset structure to ensure long-term usability.A repository containing workflow documentation, figures, and supporting materials is available at:https://github.com/Narmilan-A/Systematic-Review-Toolkit