Copyright

© All rights reserved.

Please cite as: "D'Agostini M., Ventrucci M., & Ranzi A. (2025). Spatio-Temporal Analysis of Surface Urban Heat Islands Using High-Resolution Remote Sensing and SPDE-INLA: the Case Study of Bologna, Italy. Retrieved from
marika-dagostini.github.io/graspa25-suhi-bologna "

Consultation

This application enables users to interactively explore satellite-derived land information, geospatial layers, and municipal boundaries in the Bologna metropolitan area. Users may visualize, query, and analyze the data for educational, research, or planning support.

Please note that while the base data comes from authoritative open sources, the final processed layers represent an interpretation specific to this project.

Opendata

• Landsat 8 Imagery: Courtesy of the U.S. Geological Survey (USGS), available through Google Earth Engine under public domain.
• OpenStreetMap: © OpenStreetMap contributors, licensed under the Open Database License (ODbL) .
• Municipality of Bologna Boundaries: Sourced from ISTAT (Italian National Institute of Statistics), open use permitted for non-commercial and research purposes.
• ISPRA Land Cover and Land Use Data (2012-2023): Provided by ISPRA (Italian Institute for Environmental Protection and Research), available for public and research use through the SNPA Geoportal, under open data policies.
• Altitude Data: Sourced from Geoportal of Emilia-Romagna Region, open use permitted for non-commercial and research purposes.