John Stanford's Avatar

John Stanford

@johnrstanford.bsky.social

EIT in transportation, road safety focused

28 Followers  |  108 Following  |  6 Posts  |  Joined: 16.01.2025  |  1.716

Latest posts by johnrstanford.bsky.social on Bluesky

Post image

It’s usually so corny and toxic but I love r/soccer. The madden vision cone guy!

01.08.2025 03:04 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Really squeezed em together didn’t they… I like the urban canyon feel a lot more than most but wow…

29.07.2025 01:42 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Truncated domes

27.07.2025 14:58 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Never Let Me Go Quotes by Kazuo Ishiguro 326 quotes from Never Let Me Go: β€˜Memories, even your most precious ones, fade surprisingly quickly. But I don’t go along with that. The memories I value...

Do you think book quote pages like this one are copyright infringement or should be? On 3 of the 4 factors this looks a lot worse than tv trivia www.goodreads.com/work/quotes/...

22.07.2025 03:15 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Look in the lower left

Look in the lower left

Post image

Canada would do it

15.07.2025 16:08 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
How a Bus Route Falls Apart All opinions in this post are solely my own, and do not represent the positions of my employer or any organizations of which I am part. About two months ago, I found myself waiting for a 77 bus in …

A few months ago, I paid a visit to Boston and spent some quality time with the MBTA’s bus service. After spending a while digging through T’s (excellent) open data, I had some Thoughts to share about the experienceβ€”and bus operations in general.

homesignalblog.wordpress.com/2025/06/29/h...

29.06.2025 15:26 β€” πŸ‘ 79    πŸ” 16    πŸ’¬ 5    πŸ“Œ 2
Preview
From the MicromobilityNYC community on Reddit: My name is Zohran Mamdani and I'm running for NYC Mayor. Ask me anything! Explore this post and more from the MicromobilityNYC community

www.reddit.com/r/Micromobil...

23.06.2025 15:04 β€” πŸ‘ 8    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

2nd new paper:
"Market size and fare-free public transit in theory" w/ Ayush Pandey at Transportation Research Part B
Most fare-free systems are in small towns. Literature notes this is bc small systems have low farebox recovery and extra capacity. But why?
www.sciencedirect.com/science/arti...

17.06.2025 18:24 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
Preview
TransitGPT: a generative AI-based framework for interacting with GTFS data using large language models - Public Transport This paper introduces a framework that leverages Large Language Models (LLMs) to answer natural language queries about General Transit Feed Specification (GTFS) data. The framework is implemented in a...

new paper at Public Transport with my recent PhD grad Praneeth Devunuri.
We present a chatbot, TransitGPT, that answers queries about transit systems from GTFS data. The innovation is the architecture, which I expect could be used for more transportation data.
link.springer.com/article/10.1...

17.06.2025 12:43 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
Preview
Designing transit routes based on vehicle routing behavior determined through location-based services data - EPJ Data Science The disparity between transit agency travel predictions and the unpredictable nature of real-world travel behavior contributes to inefficiencies within the transit system. To address this challenge, w...

Designing transit routes based on vehicle routing behavior determined through location-based services data epjdatascience.springeropen.com/articles/10....

13.06.2025 08:54 β€” πŸ‘ 5    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0
Post image Post image

"Marco, you don't understand, we need traffic lights to make pedestrian crossing safe on a 4-lane arterial. There is no other way. "

Meanwhile...

14.06.2025 15:23 β€” πŸ‘ 84    πŸ” 11    πŸ’¬ 9    πŸ“Œ 1
Preview
Big if True predictions for the future of transportation

i did another substack post with predictions for the future of transportation
open.substack.com/pub/critical...

02.06.2025 16:14 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
More Harm Than Good 193
EPA-proposed rules were revised by the White House before being issued in 1985, 1986, and 1987, with the Office of Management and Budget cypically overriding the administrative state's proposals when the two were in conflict. William Reilly, administrator of the EPA under President George H. W. Bush, testified that in the less than two decades of the EPA's existence before 1989, Congress and the courts had imposed eight hundred separate deadlinesβ€” and the EPA had only met 14 percent of them. And while that appeared at first an indictment of the EPA, it also reflected another reality: more than four in every five of the EPA's major rules were challenged in court."
The whole tenor of public life changed within the bureaucracy. Small missteps, tiny deviations from the legislated standards, any slight against a prescribed process for weighing some combination of concerns was likely to lead to a delay or denial? Buffeted by demands from their congressional overseers, from their White House bosses, from various judicial diktats, bureaucrats had little choice but to hunker down, anticipate incoming fire, and deflect blows as best they could. One study completed in the 1980s suggested that policymakers at the National Highway Traffic Safety Administration had essentially given up on rulemaking altogether, choosing through recalls to react against bad vehicles instead of demanding that carmakers affirmatively improve designs through regulation.?3
Few Americans would have believed, immediately after robust public authority had pulled the nation out from the depths of the Great Depres-sion, remade the Upper South, and built the highway system, that, as Reagan liked to joke, government would eventually be capable of messing up a two-car parade. But by the 1980s, that was conventional wisdom. Even if conservatives were purposefully throwing wrenches in the worksβ€”-and they were-culpability fell in no small measure at the feet of well-intentioned reformers.…

More Harm Than Good 193 EPA-proposed rules were revised by the White House before being issued in 1985, 1986, and 1987, with the Office of Management and Budget cypically overriding the administrative state's proposals when the two were in conflict. William Reilly, administrator of the EPA under President George H. W. Bush, testified that in the less than two decades of the EPA's existence before 1989, Congress and the courts had imposed eight hundred separate deadlinesβ€” and the EPA had only met 14 percent of them. And while that appeared at first an indictment of the EPA, it also reflected another reality: more than four in every five of the EPA's major rules were challenged in court." The whole tenor of public life changed within the bureaucracy. Small missteps, tiny deviations from the legislated standards, any slight against a prescribed process for weighing some combination of concerns was likely to lead to a delay or denial? Buffeted by demands from their congressional overseers, from their White House bosses, from various judicial diktats, bureaucrats had little choice but to hunker down, anticipate incoming fire, and deflect blows as best they could. One study completed in the 1980s suggested that policymakers at the National Highway Traffic Safety Administration had essentially given up on rulemaking altogether, choosing through recalls to react against bad vehicles instead of demanding that carmakers affirmatively improve designs through regulation.?3 Few Americans would have believed, immediately after robust public authority had pulled the nation out from the depths of the Great Depres-sion, remade the Upper South, and built the highway system, that, as Reagan liked to joke, government would eventually be capable of messing up a two-car parade. But by the 1980s, that was conventional wisdom. Even if conservatives were purposefully throwing wrenches in the worksβ€”-and they were-culpability fell in no small measure at the feet of well-intentioned reformers.…

1980s study found β€œpolicymakers at the National Highway Traffic Safety Admin had essentially given up on rulemaking altogether [due to litigation threats], choosing through recalls to react against bad vehicles instead of demanding that carmakers affirmatively improve designs through regulation.”

08.05.2025 17:58 β€” πŸ‘ 17    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
Preview
The Big John Case In 1961 American railroads were operating in a hostile environment. The Federal government’s Interstate Commerce Commission (ICC) served as a draconian regulator of America’s railway industry.

There’s a section on how for years the ICC stopped the Southern Railway from lowering the cost of transporting grains through use of the β€œBig John” grain hopper. Instead of excerpting it, I’ll excerpt from this LinkedIn post (??), which I think gets into it better www.linkedin.com/pulse/big-jo...

08.05.2025 17:05 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Post image Post image

Toronto: building a mostly grade-separated tramway but going at grade at an off-ramp junction, notoriously a tricky place to enforce absolute TSP.

Bologna: building a totally at-grade tramway but grade-separating it only at an off-ramp junction because absolute TSP would be impossible.

03.05.2025 13:49 β€” πŸ‘ 54    πŸ” 8    πŸ’¬ 2    πŸ“Œ 0
Post image Post image

The bus of line 2+, which uses this itinerary, will encounter only 2 traffic lights and 3 yields SB and 2 traffic lights and 6 yields (of which 3 entering roundabouts) NB along a 3 km very urban section of its route.

These numbers would be higher assuming the typical NA traffic management paradigm

01.05.2025 18:44 β€” πŸ‘ 10    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image Post image Post image Post image

I'm still into my rabbit hole of circulation plans and I want to share one among dozens of example of how the hierarchization of traffic flows around "priority itineraries" helps getting rid of traffic lights and simplify intersection management.

01.05.2025 18:44 β€” πŸ‘ 27    πŸ” 3    πŸ’¬ 2    πŸ“Œ 0

@johnrstanford is following 20 prominent accounts