Tracking mining with multispectral satellite imagery(agnescameron.info) This is a writeup of research into using satellite imagery to track mining operations, funded as part of Bellingcat’s 2024 Technical Writing Fellowship, and is a more in-depth version of a short guide published on their online platform. The accompanying Multispectral Satellite Imagery Explorer tool is available here. This guide is intended as an overview of my research, and a starting point for these techniques.
Microsoft's 1.4B Global ML Building Footprints(marksblogg.com) In 2022, Microsoft released a worldwide Building Footprints dataset. The polygons for each building were produced using machine learning algorithms that were fed satellite imagery from Airbus, Maxar, Vexcel and IGN FI, the private subsidiary of France's Institut Géographique National.
Solving methane mysteries with satellite imagery(datadesk.eco) The Diamond Gas Rose tanker emits a plume of methane while docked at Louisiana’s Cameron LNG terminal, 28 April 2021. Plume data: Global Airborne Observatory via Carbon Mapper. Satellite image: Planet.