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Table 5 Data Source Overview

From: A methodological framework for geospatial modelling of hydrogen demand in cities

Data source

Variables

OSM and overpass API

Geolocation of bus depots, logistic centres, industrial and commercial areas

Google Maps and Google Places API

Bus depots, logistics centres

Wikidata

Geolocation of airports and ports

E-PRTR

\(CO_2\) emissions of industrial facilities, geolocation of industrial facilities and economic activity (NACE) code of industrial facilities

DB Energie

Train petrol stations

Eurostat

Truck cargo handling (loading and unloading) data

Federal Statistical Office of Germany

Bus mileage (driven distance), tonnes kilometres shipping, passenger kilometres at airports, production volume of steel industry

Verband der Chemischen Industrie e.V. VCI (2022)

Production volumes of chemical industry

Federal Motor Transport Authority of Germany

Truck mileage (driven distance)

Bundesverband SchienenNahverkehr

Non-electrified train mileage (driven distance)

AG Energiebilanzen

Bunker fuel consumption