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Hierarchical Forecast Reconciliation for Urban Rail Transit Demand Prediction under Operational Disruptions
Announce Type: new Abstract: Accurate and coherent passenger demand forecasting is essential for Urban Rail Transit (URT) operations. Passenger demand has a hierarchical structure in which origin-destination (OD) flows aggregate to station-level inflows and outflows through conservation constraints. In practice, station-level and OD-level forecasts are often generated independently, producing incoherent predictions that violate these constraints and introduce inconsistencies into operational...
Lack of clarity on JB rail plans heightens bottleneck fears ahead of RTS Link launch
Lack of clarity on JB rail plans heightens bottleneck fears ahead of RTS Link launch The issue of public transport infrastructure and congestion will likely be on the minds of voters ahead of the upcoming Johor state elections, analysts say. At the recent Pakatan Harapan’s (PH) convention in Johor Bahru, Malaysian Transport Minister Anthony Loke used his speech to highlight the federal government's achievements in the southern state ahead of an expected heated election season. Loke, who is...
Egypt’s new monorail offers a modern ride, but Cairo is still not convinced
Egypt’s new monorail offers a modern ride, but Cairo is still not convinced Cairo’s East Nile monorail opened to passengers this month as a flagship of Egypt’s infrastructure ambitions. Cairo, Egypt – On a weekday afternoon in early May, Mohammed Adel boarded the monorail at Musheer Tantawi station and watched Cairo’s cityscape scroll by. The 48-year-old sales manager had boarded a train on the Egyptian capital’s latest public transport transit line, Cairo’s East Nile monorail, to test it.
Will the FIFA World Cup be the economic bonanza US cities were promised?
Will the FIFA World Cup be the economic bonanza US cities were promised? Cities remain optimistic despite lagging hotel bookings and high ticket prices that might deter foreign travellers. Global sporting events like the FIFA World Cup are often pitched to host cities as economic jackpots.
SF-LIFE: A Large-Scale Simulated Movement Dataset for the San Francisco Bay Area
arXiv:2606.00430v1 Announce Type: cross Abstract: We introduce SF-LIFE, a large-scale simulated movement dataset designed to accelerate research in transportation, mobility, and machine learning. The dataset contains 3,024,000,000,000 location records capturing complete, noise-free, multi-modality trajectories of 500,000 simulated agents observed at a 1Hz frequency navigating the San Francisco Bay Area network over a 70-day period. The data captures (1) needs-driven daily agendas of...
SF-LIFE: A Large-Scale Simulated Movement Dataset for the San Francisco Bay Area
arXiv:2606.00430v1 Announce Type: new Abstract: We introduce SF-LIFE, a large-scale simulated movement dataset designed to accelerate research in transportation, mobility, and machine learning. The dataset contains 3,024,000,000,000 location records capturing complete, noise-free, multi-modality trajectories of 500,000 simulated agents observed at a 1Hz frequency navigating the San Francisco Bay Area network over a 70-day period. The data captures (1) needs-driven daily agendas of individual...
Fuel-saving push, rising costs: Is public transport affordable enough?
As fuel prices remain vulnerable to global events and governments continue urging citizens to use public transport, a practical question arises: how affordable is public transport in India today? While buses, metros and local trains are generally far cheaper than private vehicles, commuters often face additional costs such as last-mile connectivity, multiple transfers and longer travel times. An examination of fares across major Indian cities shows that while public transport remains the...
World Cup gives North American transit a chance to shine - or be booed
World Cup gives North American transit a chance to shine - or be booed June 3 : The 2026 World Cup is soccer's biggest stage, and for some of North America's rail and bus operators it will be a critical audition. With airfares and gasoline prices rising, airport security lines stretching to infuriating lengths, and 104 World Cup matches in 16 cities spread across four time zones in the United States, Mexico and Canada, some ground transportation companies say they are warming up to win the...
A 3-day Taichung travel guide for first-time visitors
A 3-day Taichung travel guide for first-time visitors From Taichung Green Museumbrary and Central Park to Miyahara, Calligraphy Greenway and the Cycling Culture Museum, here is how to plan an easy three-day trip to the central Taiwan city. My family arrived just before the Taichung Green Museumbrary opened for the day. The children spotted a fairy circle of lime-green stools in the adjacent park and ran towards it.
A 3-day Taichung travel guide for first-time visitors
A 3-day Taichung travel guide for first-time visitors From Taichung Green Museumbrary and Central Park to Miyahara, Calligraphy Greenway and the Cycling Culture Museum, here is how to plan an easy three-day trip to the central Taiwan city. My family arrived just before the Taichung Green Museumbrary opened for the day. The children spotted a fairy circle of lime-green stools in the adjacent park and ran towards it.