📱 Digital communication up sharply
📚 Reading & conversation down
👥 #Age, #gender & #crowding strongly influence activity choices
🔗 bit.ly/4oIJ6F7
#TransportPlanning #UrbanTransport #Metro #TravelBehaviour #PublicTransport
📱 Digital communication up sharply
📚 Reading & conversation down
👥 #Age, #gender & #crowding strongly influence activity choices
🔗 bit.ly/4oIJ6F7
#TransportPlanning #UrbanTransport #Metro #TravelBehaviour #PublicTransport
Accessibility fairness in Korean roadway network (2010–2019)
📉 Fewer in transport poverty, but gaps deepened for those left behind.
🏔️ Ageing & terrain drive inequity.
🔗 bit.ly/43r1biG
#TransportEquity #AccessibilityFairness #Korea #MobilityPlanning #SpatialAnalysis #SustainableMobility
Accessibility fairness in Korean roadway network (2010–2019)
📉 Fewer in transport poverty, but gaps deepened for those left behind.
🏔️ Ageing & terrain drive inequity.
🔗 bit.ly/43r1biG
#TransportEquity #AccessibilityFairness #Korea #MobilityPlanning #SpatialAnalysis #SustainableMobility
📊MGGP & GEP models (predictive accuracy: R² > 0.93)
🚚 #HGV proportion and #pedestrian volumes increase delay.
⚙️Degree of saturation = key delay factor
🔗 bit.ly/4nWok41
#TransportAI #TrafficPlanning #UrbanMobility #MixedTraffic
📊MGGP & GEP models (predictive accuracy: R² > 0.93)
🚚 #HGV proportion and #pedestrian volumes increase delay.
⚙️Degree of saturation = key delay factor
🔗 bit.ly/4nWok41
#TransportAI #TrafficPlanning #UrbanMobility #MixedTraffic
Pathways to electric jeepney adoption – a nationwide analysis of #Philippine transport cooperatives
📊 EVIDA intention drives readiness
💸 Feasibility & financing matter
🔗 bit.ly/3J48sOw
#TransportResearch #EVAdoption #LowCarbonTransport #GlobalSouth #jeepney #mobility #transport
Pathways to electric jeepney adoption – a nationwide analysis of #Philippine transport cooperatives
📊 EVIDA intention drives readiness
💸 Feasibility & financing matter
🔗 bit.ly/3J48sOw
#TransportResearch #EVAdoption #LowCarbonTransport #GlobalSouth #jeepney #mobility #transport
How income disparity shapes pedestrian safety in Florida:
📊 Pedestrian fatalities and severe injuries disproportionately affect lower-income neighbourhoods.
🏙️ Call for equity-focused safety design
🔗 bit.ly/3L3Hqam
#UrbanPlanning #TransportEquity #PedestrianSafety #UrbanMobility
How income disparity shapes pedestrian safety in Florida:
📊 Pedestrian fatalities and severe injuries disproportionately affect lower-income neighbourhoods.
🏙️ Call for equity-focused safety design
🔗 bit.ly/3L3Hqam
#UrbanPlanning #TransportEquity #PedestrianSafety #UrbanMobility
New study integrates flexible train formation + skip-stop strategies for smarter scheduling.
✅ -24.8% stranded passengers
✅ -13.2% waiting time
🔗 bit.ly/48yKTaT
#RailTransit #SmartMobility #TransportPlanning #publictransport #timetable #scheduling #optimization #rail
New study integrates flexible train formation + skip-stop strategies for smarter scheduling.
✅ -24.8% stranded passengers
✅ -13.2% waiting time
🔗 bit.ly/48yKTaT
#RailTransit #SmartMobility #TransportPlanning #publictransport #timetable #scheduling #optimization #rail
🚌 Bus users = +9.6% total, +22.1% walking metabolic equivalent (MET) mins
🚇 Metro proximity ↑ walking & cycling
🌆 Walkable, low-traffic areas encourage AT
🔗 bit.ly/4h495nr
#Cities #TransportPlanning #walking #cycling #activetravel
🚌 Bus users = +9.6% total, +22.1% walking metabolic equivalent (MET) mins
🚇 Metro proximity ↑ walking & cycling
🌆 Walkable, low-traffic areas encourage AT
🔗 bit.ly/4h495nr
#Cities #TransportPlanning #walking #cycling #activetravel
Find out more: bit.ly/4mSQv35
#demandresponsivetransport #drt #ondemandtransport #publictransport #sharedtransport #trasportation #goverance #operation #modelling
Find out more: bit.ly/4mSQv35
#demandresponsivetransport #drt #ondemandtransport #publictransport #sharedtransport #trasportation #goverance #operation #modelling
✅ 4 constructs: bus stop infrastructure and environment, traffic management, driver behaviour
📉 Unsafe crosswalks reduce bus trips
📈 Safer crossings boost ridership & accessibility
🔗 bit.ly/474FCq6
#busstopdesign #BusStops #accessibility #roadsafety
✅ 4 constructs: bus stop infrastructure and environment, traffic management, driver behaviour
📉 Unsafe crosswalks reduce bus trips
📈 Safer crossings boost ridership & accessibility
🔗 bit.ly/474FCq6
#busstopdesign #BusStops #accessibility #roadsafety
✅ Driver’s licence holders = ideal recipients
🏢 Delivery & taxi users need separate treatment
📊 Hybrid model: TMC for individuals, pricing for companies
🔗 bit.ly/4njg5iD
#UrbanMobility #TransportPolicy #SmartCities #CongestionPricing
✅ Driver’s licence holders = ideal recipients
🏢 Delivery & taxi users need separate treatment
📊 Hybrid model: TMC for individuals, pricing for companies
🔗 bit.ly/4njg5iD
#UrbanMobility #TransportPolicy #SmartCities #CongestionPricing
Context-dependent DEA ranks 119 routes in Taiwan into 7 efficiency levels 🚐
🚐 DRT services are vital for rural accessibility.
⚖️ Stepwise strategies help improve subsidy-heavy rural mobility.
🔗https://bit.ly/3Vjl075
#PublicTransport #DRT #RuralMobility
Context-dependent DEA ranks 119 routes in Taiwan into 7 efficiency levels 🚐
🚐 DRT services are vital for rural accessibility.
⚖️ Stepwise strategies help improve subsidy-heavy rural mobility.
🔗https://bit.ly/3Vjl075
#PublicTransport #DRT #RuralMobility
- Wrong-way riding (WWR) ↑ on lower-grade roads & weekdays
- WWR is common on weekdays and non-peak hours; detours appear more on weekends.
🔍 Based on GPS data + association rule mining
🔗 bit.ly/46x9paH
#UrbanMobility #CyclingSafety #Cyclists #bikesharing #sharedbike
- Wrong-way riding (WWR) ↑ on lower-grade roads & weekdays
- WWR is common on weekdays and non-peak hours; detours appear more on weekends.
🔍 Based on GPS data + association rule mining
🔗 bit.ly/46x9paH
#UrbanMobility #CyclingSafety #Cyclists #bikesharing #sharedbike
New study shows they mostly compete with private spots.
📊 SP survey in Basel, Zurich & Geneva
🏙️ Implications for #pricing, #equity, and #access
🔗 bit.ly/3US6RNG
#UrbanMobility #ParkingPolicy
New study shows they mostly compete with private spots.
📊 SP survey in Basel, Zurich & Geneva
🏙️ Implications for #pricing, #equity, and #access
🔗 bit.ly/3US6RNG
#UrbanMobility #ParkingPolicy
Rome’s SULP used L-3D software to:
🧠 Build empathy
🤝 Foster compromise
📊 Boost satisfaction from 4.2 to 4.7
🔗 bit.ly/4l1DGCz
#CityLogistics #Storytelling #UrbanPlanning #Logistics
Rome’s SULP used L-3D software to:
🧠 Build empathy
🤝 Foster compromise
📊 Boost satisfaction from 4.2 to 4.7
🔗 bit.ly/4l1DGCz
#CityLogistics #Storytelling #UrbanPlanning #Logistics
👥 Subjective norms & attitude drive intention
🧠 Perceived knowledge influences attitude, not directly intention.
🔗 bit.ly/4nX3QcB
#MaritimeMobility #AutonomousFerry #InnovationAdoption
👥 Subjective norms & attitude drive intention
🧠 Perceived knowledge influences attitude, not directly intention.
🔗 bit.ly/4nX3QcB
#MaritimeMobility #AutonomousFerry #InnovationAdoption
✅ +12.5% response rate
✅ Mixed CAWI+CATI approach
✅ Captures remote work & modern travel modes
📊 109k+ diaries
🔗 bit.ly/44xfALd
#TransportSurvey #MobilityData #UrbanPlanning
✅ +12.5% response rate
✅ Mixed CAWI+CATI approach
✅ Captures remote work & modern travel modes
📊 109k+ diaries
🔗 bit.ly/44xfALd
#TransportSurvey #MobilityData #UrbanPlanning
✅ Moderate readiness (3.15/5)
✅ Enthusiasts most likely to adopt
❌ Inhibitors (#discomfort, #insecurity) strongly lower intention
👥 4 user types
🔗 bit.ly/406WiJT
#SmartMobility #ConnectedVehicles #TransportPlanning
✅ Moderate readiness (3.15/5)
✅ Enthusiasts most likely to adopt
❌ Inhibitors (#discomfort, #insecurity) strongly lower intention
👥 4 user types
🔗 bit.ly/406WiJT
#SmartMobility #ConnectedVehicles #TransportPlanning
Bus Queue Jump Lane (QJL) with ASL:
🚌 7.4% less delays for buses
↪️ 40.81% less delay for right-turning cars
📊 Validated with #VISSIM simulation
🔗 bit.ly/4018KuD
#TransportPlanning #BusPriority #SmartCities
#PublicTransport #PublicTransportation
Bus Queue Jump Lane (QJL) with ASL:
🚌 7.4% less delays for buses
↪️ 40.81% less delay for right-turning cars
📊 Validated with #VISSIM simulation
🔗 bit.ly/4018KuD
#TransportPlanning #BusPriority #SmartCities
#PublicTransport #PublicTransportation
This study finds that 🌱 #environmentalconcern & 🚴♂️ #bike #ownership increase participation.
🧠 4 commuter profiles via cluster analysis
📌 Tailored outreach is key!
🔗 bit.ly/4lbIg1B
#sustainabletransport
This study finds that 🌱 #environmentalconcern & 🚴♂️ #bike #ownership increase participation.
🧠 4 commuter profiles via cluster analysis
📌 Tailored outreach is key!
🔗 bit.ly/4lbIg1B
#sustainabletransport
📊 Chance-constrained model + genetic algorithm
🧮 Accounts stochastic #travel speeds, uncertain #passenger #demand, and #battery discharge fluctuations.
🔗 bit.ly/3SLNntm
#PublicTransport #Planning
📊 Chance-constrained model + genetic algorithm
🧮 Accounts stochastic #travel speeds, uncertain #passenger #demand, and #battery discharge fluctuations.
🔗 bit.ly/3SLNntm
#PublicTransport #Planning
🚕 📊 Study finds spatio-temporal shifts:
- health services rely on taxis,
- metro-taxi links are strong,
- bus-taxi has a competitive relationship
🔗 Read more: bit.ly/4klIXVY
#TransportPlanning #COVID19 #Taxi #Spatialanalysis #POI
🚕 📊 Study finds spatio-temporal shifts:
- health services rely on taxis,
- metro-taxi links are strong,
- bus-taxi has a competitive relationship
🔗 Read more: bit.ly/4klIXVY
#TransportPlanning #COVID19 #Taxi #Spatialanalysis #POI
This meta-analysis (14k+ samples) shows:
🌍 Environmental concern is key (r = .612)
🧠 Attitude drives intention (r = .624)
⚙️ Usefulness & ease also matter
🔗 Read more: bit.ly/4kxisNh
#EVs #MetaAnalysis #Sustainability #Attitudes #EnvironmnetalConcerns #Electric
This meta-analysis (14k+ samples) shows:
🌍 Environmental concern is key (r = .612)
🧠 Attitude drives intention (r = .624)
⚙️ Usefulness & ease also matter
🔗 Read more: bit.ly/4kxisNh
#EVs #MetaAnalysis #Sustainability #Attitudes #EnvironmnetalConcerns #Electric
Multitask model segments lanes & predicts centrelines in poor urban road conditions.
🧠 Indian dataset
📊 0.95 IoU
🔄 Integrated lane-change decisions
🔗 Read more: bit.ly/4m98W4l
#AutonomousVehicles #LaneSegmentation #ComputerVision
Multitask model segments lanes & predicts centrelines in poor urban road conditions.
🧠 Indian dataset
📊 0.95 IoU
🔄 Integrated lane-change decisions
🔗 Read more: bit.ly/4m98W4l
#AutonomousVehicles #LaneSegmentation #ComputerVision
New study finds:
📏 60–70 bits = optimal info level at 60 km/h
🧠 High info loads spike heart rate & strain attention
🤖 AI (MAFM-YOLO) boosts recognition accuracy
🔗 bit.ly/4k3eY4z
#Tunnels #RoadSafety #AI #TrafficSigns #TrafficEngineering
New study finds:
📏 60–70 bits = optimal info level at 60 km/h
🧠 High info loads spike heart rate & strain attention
🤖 AI (MAFM-YOLO) boosts recognition accuracy
🔗 bit.ly/4k3eY4z
#Tunnels #RoadSafety #AI #TrafficSigns #TrafficEngineering