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Ryan’s Substack

Ryan Kmetz

My personal Substack

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues30Founded10 months agoLast Issuea month ago
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ryankmetz.substack.com
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Latest Issues

AI + Satellite Imagery = Intel Report

On August 8, 2023, the town of Lahaina burned to the ground in under six hours. By August 13, the first clear Sentinel-2 pass came through. The before image shows a dense coastal town — green, compact, alive. The after image is gray-brown a...

a month ago
1

Building A Zoning Pro Out of a Map and an LLM

Urban planners spend years learning to read a neighborhood. What’s that industrial-sized footprint doing wedged between rowhouses? Why does this “residential” parcel have a loading dock? Why is this thing shaped like a warehouse?

I wanted...

a month ago
1

Mapping America’s Electrification Gap: What the Data Actually Shows

Every few months a new report drops claiming some version of “America is ready for electrification.” Heat pumps are cheaper. Incentives are bigger. The grid is getting cleaner.

That’s all true. And it misses most of the story.

Readiness i...

a month ago

The Map NYC’s Heat Index Can’t See

NASA satellite data reveals a 33-degree gap in surface temperatures across firehouses the city rates identically vulnerable

Every summer, New York City publishes its Heat Vulnerability Index — a neighborhood-level score from 1 to 5 that te...

2 months ago
Paid

Every River Has a Personality. Here’s How I Mapped Them.

What unsupervised machine learning reveals about how American watersheds remember rainfall

There’s a creek near my house that goes from a trickle to a torrent in about four hours after a hard rain, then drains completely by the next mornin...

2 months ago
Paid

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