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2025
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| Online Access: | https://doi.org/10.5281/zenodo.16950674 |
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| _version_ | 1866902189941719040 |
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| author | Georgios Kyriakopoulos |
| author_facet | Georgios Kyriakopoulos |
| contents | <p>This release provides <strong>3 trace files</strong> containing <strong>Floating Car Data (FCD)</strong> from <strong>10-hour microscopic traffic simulations of central Athens</strong>, generated with the <strong>SUMO (Simulation of Urban MObility)</strong> toolkit.</p> <p>Each simulation reflects distinct conditions and configurations.</p> <ol> <li><strong>train-fcd</strong> - Training simulation on the base network</li> <li><strong>test-fcd</strong> - Test simulation on the base network</li> <li><strong>rain-fcd</strong> - Simulation on the rain-modified network (with reduced friction on all lanes)</li> </ol> <p>These files are now available in both <strong>CSV</strong> and <strong>Parquet</strong> format. The output is organized by <strong>timestep </strong>and for each <strong>vehicle</strong> that is in the simulation at that timestep a row of its <strong>id, x, y, speed, lane, odometer, fuel,</strong> and <strong>waiting </strong>is logged.</p> <p>Each simulation has a duration of 10 hours, spanning from morning to afternoon. There is a traffic pattern applied, with morning and afternoon peaks and lower mid-day activity. This traffic pattern is described by a list of per-hour traffic generation periods. On that list, some noise is added for each simulation, using a different random seed for each one. The same random seed is also used together with the traffic generation periods to generate the random trips used for each simulation. The goal was to introduce realistic variability, without going completely off a common traffic pattern.</p> <p>For the generation of this synthetic dataset, the following tools were used.</p> <ul> <li><strong>osmGet </strong>– Extract OpenStreetMap data from a bounding box over central Athens</li> <li><strong>osmBuild </strong>– Convert OSM data into a SUMO-compatible network</li> <li><strong>randomTrips </strong>– Generate random trips based on per-hour traffic generation periods</li> <li><strong>sumo </strong>– Run the microscopic simulation and export FCD data</li> </ul> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_16950674 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Synthetic 10-Hour Traffic Simulations for Central Athens (Train/Test/Rain) Georgios Kyriakopoulos <p>This release provides <strong>3 trace files</strong> containing <strong>Floating Car Data (FCD)</strong> from <strong>10-hour microscopic traffic simulations of central Athens</strong>, generated with the <strong>SUMO (Simulation of Urban MObility)</strong> toolkit.</p> <p>Each simulation reflects distinct conditions and configurations.</p> <ol> <li><strong>train-fcd</strong> - Training simulation on the base network</li> <li><strong>test-fcd</strong> - Test simulation on the base network</li> <li><strong>rain-fcd</strong> - Simulation on the rain-modified network (with reduced friction on all lanes)</li> </ol> <p>These files are now available in both <strong>CSV</strong> and <strong>Parquet</strong> format. The output is organized by <strong>timestep </strong>and for each <strong>vehicle</strong> that is in the simulation at that timestep a row of its <strong>id, x, y, speed, lane, odometer, fuel,</strong> and <strong>waiting </strong>is logged.</p> <p>Each simulation has a duration of 10 hours, spanning from morning to afternoon. There is a traffic pattern applied, with morning and afternoon peaks and lower mid-day activity. This traffic pattern is described by a list of per-hour traffic generation periods. On that list, some noise is added for each simulation, using a different random seed for each one. The same random seed is also used together with the traffic generation periods to generate the random trips used for each simulation. The goal was to introduce realistic variability, without going completely off a common traffic pattern.</p> <p>For the generation of this synthetic dataset, the following tools were used.</p> <ul> <li><strong>osmGet </strong>– Extract OpenStreetMap data from a bounding box over central Athens</li> <li><strong>osmBuild </strong>– Convert OSM data into a SUMO-compatible network</li> <li><strong>randomTrips </strong>– Generate random trips based on per-hour traffic generation periods</li> <li><strong>sumo </strong>– Run the microscopic simulation and export FCD data</li> </ul> |
| title | Synthetic 10-Hour Traffic Simulations for Central Athens (Train/Test/Rain) |
| url | https://doi.org/10.5281/zenodo.16950674 |