| Traffic data, vehicle numbers per vehicle type |
City of Helsinki (https://hri.fi/en_gb/) |
csv |
~100MB |
| Air quality, meteorological and turbulence data |
City of Helsinki (https://hri.fi/en_gb/) & European collaborator cities |
csv / txt |
~50MB |
| ENFUSER 2.0 air quality data |
Finnish Meteorological Institute (https://en.ilmatieteenlaitos.fi/) Johansson et al. [40, 41] |
netcdf |
~ 265GB |
| Climate data |
European branch of the Coordinated Regional Climate Downscaling Experiment (https://www.euro-cordex.net/) |
netcdf |
>1 GB |
| 3D surface model |
Nordbo et al. [42] |
raster |
~10MB |
| Emission factors |
City of Helsinki (https://hri.fi/en_gb/) & national Lipasto database (http://lipasto.vtt.fi) |
csv |
~10MB |
| ECWMF re-analysis and FLEXPART datasets for ADCHEM runs |
ECWMF (https://www.ecmwf.int/) & FLEXPART (https://www.flexpart.eu/) websites |
netcdf |
> 1GB |
| Population statistical data & Open data for the Helsinki Region |
Statistics Finland micro-level data (remote access FIONA) (https://www.stat.fi/tup/mikroaineistot) & Statistics Finland gridded data (https://www.tilastokeskus.fi/tup/ruututietokanta/index_en.html) & Helsinki Region Infosphere (https://hri.fi/en_gb/) & Avoin Data (https://www.hsy.fi/avoindata) & Helsinki Region Service Map (https://palvelukartta.hel.fi/en/) |
txt, .xlsx, csv, geojson, .shp |
|
| Population & built environment statistical data |
LIITERI-database by Finnish Environmental Institute SYKE (https://www.syke.fi/en-US) |
txt, .xlsx, csv, geojson, .shp |
|
| Planning data from City of Helsinki |
City of Helsinki Planning Department |
|
|
| Input and output data of the PALM model and ADCHEM model runs |
PALM: Maronga et al. [43], Kurppa et al. [44] ADCHEM: Roldin et al. [45] Data produced |
netcdf files, model scripts in fortran, scripts using common programming languages such as Python |
~10MB |
| Analysis of traffic flow with different parameters based on the DRL runs presented as optimal ratios of each traffic mode |
Data produced |
pdf |
~5 MB |
| Examples of the CARLA analysis runs |
Dosovitskiy et al. [46] https://www.unrealengine.com/en-US/ Data produced |
MP4 |
~100 MB |
