Remote Sensing and GeoAI Methods for Wildfire Impact Assessment in Mediterranean and Similar Ecosystems

This dataset contains structured information extracted from peer-reviewed journal articles included in a systematic review on remote sensing and GeoAI applications for post-fire impact assessment in Mediterranean and Mediterranean-type ecosystems. The dataset compiles study-level attributes, including publication information, study area and ecosystem context, sensor types and platforms, spatial and temporal resolution, target variables, application purposes, methodological categories, algorithm families, data levels, input feature types, and validation strategies.

The data were collected through a systematic literature search and manual data extraction following predefined inclusion and exclusion criteria and the PRISMA 2020 protocol. The dataset is intended to support reproducibility, comparative analyses, and future methodological and bibliometric studies on wildfire impact assessment and GeoAI-based environmental monitoring.