Carl Stadie
banner
carlstadie.bsky.social
Carl Stadie
@carlstadie.bsky.social
Mapping driftwood with deep learning
Reposted by Carl Stadie
We've got ISSUES. Literally.

We scraped >100k special issues & over 1 million articles to bring you a PISS-poor paper. We quantify just how many excess papers are published by guest editors abusing special issues to boost their CVs. How bad is it & what can we do?

arxiv.org/abs/2601.07563

A 🧵 1/n
January 13, 2026 at 8:27 AM
Reposted by Carl Stadie
The many uses of #driftwood: the first large-scale mapping of Arctic coastlines. #AWI Press release for Carl‘s paper using AI to map driftwood abundance along the North American arctic coast with Planet satellite imagery. www.awi.de/en/about-us/...
Multitalent Treibholz: Erste großflächige Kartierung an arktischen Küsten - AWI
Driftwood plays a key role in Arctic coastal ecosystems: it stores carbon, stabilises coastlines and provides a habitat for animals. At the same time, it can offer clues regarding climate change in the Arctic region, providing information on the likes of storm surges, coastal erosion and shifting fluvial dynamics. Despite the crucial role it plays, there is still a lot that we do not know about the large-scale distribution patterns of driftwood. Now, for the first time, researchers from the Alfred Wegener Institute have systematically mapped driftwood deposits along an 11,000 kilometre stretch of coastline in Alaska and North West Canada, using satellite imagery and AI-powered evaluation methods. The result is the largest database ever produced, with researchers able to identify over 19,000 stable driftwood deposits. The findings will soon be published in the Scientific Reports journal.
www.awi.de
October 12, 2025 at 7:58 AM
We recently published a paper in scientific reports mapping over 19,000 driftwood deposits along the North American arctic coastline www.nature.com/articles/s41...
Large driftwood accumulations along arctic coastlines and rivers - Scientific Reports
Scientific Reports - Large driftwood accumulations along arctic coastlines and rivers
www.nature.com
September 18, 2025 at 7:58 AM