The Zoom City Carbon Model - ZCCM is a high-resolution, bottom-up framework for quantifying urban CO₂ emissions at street-level granularity. This interactive platform visualizes spatio-temporal emission patterns from key urban sources:
This Emission Geographic Information platform is designed to communicate the outcomes of the Road Traffic (Passenger Car + Heavy-duty-vehicles) sub-model to users, stakeholders, the research community, and the public in general. With this tool, users can explore detailed street-scale emissions, emissions associated with Open Street Map features, and temporal patterns such as hourly time series, daily cycles, and monthly totals..
Citation: Anjos M & Meier F (2025) Zooming into Berlin: tracking street-scale CO2 emissions based on high-resolution traffic modeling using machine learning. Front. Environ. Sci.doi: 10.3389/fenvs.2024.1461656
Annual trends and spatial distribution of emissions across Berlin
Monthly and weekly patterns of traffic emissions
Compare emissions across Berlin's administrative districts
Key metrics and aggregated statistics at a glance
Emissions changes during pandemic restrictions (2020-2021)
Interactive table with filtering and export options