What Infrastructure-Grade, Decision-Ready Terrain Systems Must Deliver
Nearly every facet of modern civilization increasingly depends on terrain models to support operational decisions. As automated systems begin interacting directly with the physical world, terrain models are becoming inputs to machines as much as tools for human analysis. Infrastructure planning, logistics optimization, risk modeling, and a growing class of automated systems all rely on […]
Closing the Gap Between Digital Promise and the Physical World
The inevitable rise of a scalable terrain baseline As the economy is increasingly coordinated through digital systems, geospatial data is shifting from supporting analytics to serving as infrastructure. Terrain is among the primary physical reference layers underlying virtually all other classes of spatial data. This article asserts that terrain data as infrastructure only scales as […]
Safeguarding Spatial Sovereignty in the Age of Rapidly Refreshed Machine-Readable Terrain
“The map is not the territory.” — Alfred Korzybski A map at its core is an abstraction, while the physical world, the territory, is not. The physical world is where our children grow up, communities form, infrastructure is built, food is grown, water flows, and ecosystems sustain the conditions necessary for prosperity. Every road, building, […]
Elevation: One Layer to Rule Them All
Three Layers for the Analysts under the sky,Imagery, Points, and Polygons, data easy on the eye.Seven for the Scientists in their labs below,SAR, Hyperspectral, Thermal, revealing secrets only they know.Nine for the Planners doomed to vie,Zoning, Parcels, Infrastructure, and Everything Nearby.One for the People, deep and bold,In the realm of Resolution where truth unfolds.One Layer […]
Scanning the Stakes: Lidar, AI, and the Real World
This is the first in a three-part series exploring the convergence of AI and the trend toward rapidly refreshed global lidar, how it could go wrong, how we can steer it right, and the immense good that will follow if we do. As lidar technology advances toward rapidly refreshed global data with centimeter-level precision, it’s […]
Can Utilities Realize Meaningful ROI from EO Data Without Near Total Automation?
Recent posts by Matt Sheehan highlighting the beauty and potential of fusing various satellite collected geospatial data sets to mitigate utility risk from vegetation have got me thinking: can this type of advanced geospatial technology produce meaningful ROI without near total automation? Don’t get me wrong, I love the technology, it’s awesome, beautiful, and allows […]