A German research team used AI to understand how thermal stress will impact urban infrastructure down to the street level.

A project from the University of Freiburg in Germany assessed how researchers can use artificial intelligence to model the impacts of climate change and calculate ‘thermal stress’ on local infrastructure down to the street level.
According to an article on Phys.org, the model estimates how heat and thermal stress will impact facilities. “In a simulation as well as on the basis of interviews with representatives from various departments of Freiburg's city administration, the researchers also studied where the project's AI-based tools could actually be put to good use in urban planning, what opportunities, risks, and challenges this would involve, and how the tools should be further adapted for practical use.”
The article adds, “The model still needs to be merged with data on the vulnerability of individual urban spaces, but it can already be used now to evaluate urban planning measures such as the unsealing of surfaces. In addition, the researchers developed a novel method for automatically determining where to plant trees in a neighborhood to achieve the maximum reduction of thermal stress.”
FULL STORY: How cities can use AI to adapt to climate change

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto
The Tesla Cybertruck was recalled seven times last year.

National Parks Layoffs Will Cause Communities to Lose Billions
Thousands of essential park workers were laid off this week, just before the busy spring break season.

Retro-silient?: America’s First “Eco-burb,” The Woodlands Turns 50
A master-planned community north of Houston offers lessons on green infrastructure and resilient design, but falls short of its founder’s lofty affordability and walkability goals.

Test News Post 1
This is a summary

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto
The Tesla Cybertruck was recalled seven times last year.

Test News Headline 46
Test for the image on the front page.
Urban Design for Planners 1: Software Tools
This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.
Planning for Universal Design
Learn the tools for implementing Universal Design in planning regulations.
EMC Planning Group, Inc.
Planetizen
Planetizen
Mpact (formerly Rail~Volution)
Great Falls Development Authority, Inc.
HUDs Office of Policy Development and Research
NYU Wagner Graduate School of Public Service