The way Google predicts parking difficulty could make it easier to develop "smart city" applications in the future.

Earlier in February, "Google quietly launched a new parking feature for Google Maps on Android across 25 major US cities," according to Yitaek Hwang. "If you are in these metro areas, you will now see a red parking sign that indicates limited parking availability to help you plan your trip."
Hwang describes the machine learning process that Google used to determine parking difficulty before offering two lessons gleaned from Google's new parking predictor:
First, not all smart city applications require sensors. Sometimes the data is already available, and we don’t have to resort to adding new sensors to gather that information.
Second, even though neural networks are popular and accurate, sometimes simpler algorithms can fit the need just as well.
FULL STORY: Using Machine Learning to Predict Parking Difficulty

Maui's Vacation Rental Debate Turns Ugly
Verbal attacks, misinformation campaigns and fistfights plague a high-stakes debate to convert thousands of vacation rentals into long-term housing.

Planetizen Federal Action Tracker
A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

San Francisco Suspends Traffic Calming Amidst Record Deaths
Citing “a challenging fiscal landscape,” the city will cease the program on the heels of 42 traffic deaths, including 24 pedestrians.

Half of Post-Fire Altadena Home Sales Were to Corporations
Large investors are quietly buying up dozens of properties in Altadena, California, where a devastating wildfire destroyed more than 6,000 homes in January.

Opinion: What San Francisco’s Proposed ‘Family Zoning’ Could Really Mean
Mayor Lurie is using ‘family zoning’ to encourage denser development and upzoning — but could the concept actually foster community and more human-scale public spaces?

Jacksonville Launches First Autonomous Transit Shuttle in US
A fleet of 14 fully autonomous vehicles will serve a 3.5-mile downtown Jacksonville route with 12 stops.
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.
Gallatin County Department of Planning & Community Development
Heyer Gruel & Associates PA
JM Goldson LLC
City of Camden Redevelopment Agency
City of Astoria
Transportation Research & Education Center (TREC) at Portland State University
Jefferson Parish Government
Camden Redevelopment Agency
City of Claremont