Energy

Water reaches one substation; water pumping and communications can go down with it.

Where will electrification require more network capacity, storage or generation?

Google's family of geospatial AI models and agents, covering satellite imagery, weather, floods and population, reached through Google Earth, Earth Engine, BigQuery, Maps Platform and Google Cloud.

Experimental Gemini-based agent from Google Research that plans a multi-step spatial analysis, calls Earth AI models and geospatial data sources, and returns the result with its plan and sources shown.

Building and district energy modeling, performance analysis and retrofit scenarios.

Models electricity-network geometry and physical behavior using asset and spatial data.

Models power systems and energy transitions; PyPSA-Eur also represents transport, buildings and industry.

Develops approaches for applying connected data and twins to public and infrastructure questions.

Helsinki publishes city-model data and an energy atlas; Bologna is developing civic twin infrastructure.