Krishna Karra

Our Big Take today explains how sanctioned Iranian oil ends up in China. Includes remarkable data viz and satellite image analysis. bloomberg.com/graphics/2024-… via @bbgvisualdata

"Officially, none of this sort of thing happens." An exclusive Bloomberg analysis of nearly five years of satellite images show how billions of dollars of sanctioned Iranian oil are flowing annually to China bloomberg.com/graphics/2024-…

we mapped more than 350 trash sites across Gaza using satellite imagery and machine learning. more than half of them are in close proximity to displaced people in tents. read our report documenting the environmental catastrophe 🎁: bloomberg.com/graphics/2025-…

The bombardment of Gaza has left a toxic legacy of contaminated soil, blackened water and disease-spreading garbage that will last generations. bloomberg.com/graphics/2025-… via @HodaliFadwa @K3Blu3 @DeniseDSLu @BBGVisualdata & Caroline Alexander

Must Read: On top of starvation, Gazans must contend with a worsening environmental disaster, report ⁦@HodaliFadwa⁩ ⁦@k3blu3⁩ Caroline Alexander ⁦@DeniseDSLu⁩ & ⁦@BBGVisualData⁩ bloomberg.com/graphics/2025-…

absolutely bonkers that shadows from two high res collects -- with nearly the same imaging geometry and nearly the same time -- can tell you something about oil stockpiles in Iran right now 🎁: bloomberg.com/news/features/…

Strong visualisation piece here of how Russia's invastion of #Ukraine severely degraded power infrastructure. This poses direct humanitarian and longer environmental consequences but also opportunties to diversify with renewable energy in recovery bloomberg.com/graphics/2025-…

satellite imagery shows the extent to which ukraine's energy infrastructure has been affected by the war. but ukraine is adapting, by rebuilding in a greener and more decentralized way. with @pogkas @jhjanicki @OvaskaOvaska 🎁: bloomberg.com/graphics/2025-…

We analyzed 13 years of ICE detentions and arrests and found that cross-state transfers to the South and Southwest are happening at the highest rates in over a decade, costing taxpayers millions. w/ @LeonYin @racheladhe @polly @cow_portal bloom.bg/43am95w

❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄 when's the last time communities across the US have seen a white Christmas? for some folks, it's been decades. ❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄❄️🎄 gift link: bloomberg.com/graphics/2024-…

Satellite Images & Data Science are more common than ever in journalism news stories today I sat down with @k3blu3 from @Bloomberg to talk about how the magic happens Watch the full interview: youtu.be/9esybzqRHtk

we built a custom model to identify ships engaging in illicit ship-to-ship transfers of oil from optical and radar satellite imagery. read this story by @ClaraDFMarques @helloimserene @soonweilun and @YasufumiSaito. 🎁: bloomberg.com/graphics/2024-…

NEW! Our exclusive analysis of satellite images exposes how billions of dollars of sanctioned Iranian oil are flowing to China via ship-to-ship transfers on the sea 🛰️👀🚢🚢 bloomberg.com/graphics/2024-… Fun project w/ @k3blu3 @helloimserene @ClaraDFMarques @soonweilun

Introducing: the AI Georeferencer 🗺️ Our new QGIS add-on generates control points for raster maps automatically, using AI. Here's me georeferencing two maps in QGIS without ever manually adding a GCP:

I'm proud of this @climate feature, the result of months of teamwork. Climate risk models guide many economic & policy decisions, but our analysis finds they disagree more than they agree. What does that mean for city planning & billions of $ in assets? bloomberg.com/graphics/2024-…