

Gonçalo F. Matos, Rosa Félix, Filipe Moura
Digitalization has made available large amounts of data providing a new understanding of…
🚶♀️ how people move 🚶♂️
🚍 how systems respond to these needs 🚲
Digitalization has made available large amounts of data providing a new understanding of 🚶♀️ how people move 🚶♂️ and 🚍 how systems respond to these needs 🚲
However…
🤷♀️ Raw data lacks meaning 🤷
We need methods to transform it into
🤓 actionable information 📊

Data 🔀 Technology 🔀 Human experience
➡️ Open and transparent spatial and transport planning ⬅️
👩🔬 Grounded in scientific knowledge 🔬

Robin Lovelace, Rosa Félix, Dustin Carlino
Robin Lovelace, Rosa Félix, Dustin Carlino
OD datasets with low granularity for active travel trips generate unrealistic route networks
Simple OD 
Randomized OD 
Robin Lovelace, Rosa Félix, Dustin Carlino
OD datasets with low granularity for active travel trips generate unrealistic route networks
Method for de-multiplication of trips at origins and destinations in large areas, creating realistic route networks for active travel modes 🚶🚴
Simple OD 
Randomized OD 
OD Jittered on OSM network 
Robin Lovelace, Rosa Félix, Dustin Carlino
OD datasets with low granularity for active travel trips generate unrealistic route networks
Method for de-multiplication of trips at origins and destinations in large areas, creating realistic route networks for active travel modes 🚶🚴


Rosa Félix, Gonçalo F. Matos, Mauricio Orozco-Fontalvo, Miguel Alvelos, Camila Garcia, Filipe Moura
Rosa Félix, Gonçalo F. Matos, Mauricio Orozco-Fontalvo, Miguel Alvelos, Camila Garcia, Filipe Moura
Quantify the degree to which residents in different locations across the AML are disadvantaged in terms of…
🚲 Mobility🏘️ Access🛡️ Safety 💰 Affordability
Rosa Félix, Gonçalo F. Matos, Mauricio Orozco-Fontalvo, Miguel Alvelos, Camila Garcia, Filipe Moura
Quantify the degree to which residents in different locations across the AML are disadvantaged in terms of…
🚲 Mobility🏘️ Access🛡️ Safety 💰 Affordability
Join Miguel Alvelos tomorrow, at 11h00!
Parallel Sessions 3
Room SE 3.5

Rosa Félix, Robin Lovelace, Filipe Moura
Rosa Félix, Robin Lovelace, Filipe Moura
Decision support tool to identify the priorities in cycling interventions, regarding cycling potential (shift from car to bicycle trips), actual safety, and its socio-environmental benefits
For different scenarios
Rosa Félix, Robin Lovelace, Filipe Moura
Decision support tool to identify the priorities in cycling interventions, regarding cycling potential (shift from car to bicycle trips), actual safety, and its socio-environmental benefits
For different scenarios
🚴 Up to 5km
Rosa Félix, Robin Lovelace, Filipe Moura
Decision support tool to identify the priorities in cycling interventions, regarding cycling potential (shift from car to bicycle trips), actual safety, and its socio-environmental benefits
For different scenarios
🚴 Up to 5km
⚡ Up to 10km
Rosa Félix, Robin Lovelace, Filipe Moura
Decision support tool to identify the priorities in cycling interventions, regarding cycling potential (shift from car to bicycle trips), actual safety, and its socio-environmental benefits
For different scenarios
🚴 Up to 5km
⚡ Up to 10km
🚲🚍 Up to 5km (intermodal)

Gonçalo F. Matos, Rosa Félix
Gonçalo F. Matos, Rosa Félix
R package focused on harmonizing GTFS and OSM data to enable integrated public transport modeling
GTFS services on a transit planner 
Gonçalo F. Matos, Rosa Félix
R package focused on harmonizing GTFS and OSM data to enable integrated public transport modeling
GTFS services on a transit planner 
![]()
OSM road network 
Gonçalo F. Matos, Rosa Félix
R package focused on harmonizing GTFS and OSM data to enable integrated public transport modeling
Gonçalo F. Matos, Rosa Félix
R package focused on harmonizing GTFS and OSM data to enable integrated public transport modeling
Gonçalo F. Matos, Rosa Félix
R package focused on harmonizing GTFS and OSM data to enable integrated public transport modeling
GTFShift::get_route_frequency_hourly
![]()
GTFShift::osm_shapes_match_routes
![]()
GTFShift::get_way_frequency_hourly
Gonçalo F. Matos, Rosa Félix
Provides comprehensive bundle of methods that address its several dimensions
GTFShift::get_way_frequency_hourly
osmdata::opq
GTFShift::osm_bus_lanes
GTFShift::rt_extend_prioritization
Interactive dashboard to disseminate results

Explore and contribute to our work at
ushift.pt/tools
ushift.pt/publications


Gonçalo F. Matos, Rosa Félix, Filipe Moura