When Seasonal Bias Sneaks Into Land Cover Change Data
You've got a stack of satellite images, a study area, and a burning question: how has this landscape changed over time? But the answer depends on when...
10 articles in this category
You've got a stack of satellite images, a study area, and a burning question: how has this landscape changed over time? But the answer depends on when...
So you've rolled out a field collection app, and the first batch of data comes back looking like a ransom note: nulls where there should be integers, ...
You've flown the mission. You've processed the images. And then you see it—those ground control points scattered across your orthomosaic like they're ...
Every field ecologist I know has a story about the scan that looked gorgeous in the preview but hid every small branch under the canopy. LiDAR point d...
You set up your GNSS base station on a known monument, let it log data, and start roving. Everything looks fine — until you post-process and see the r...
You pulled a shapefile from 1998, stacked it on this year's satellite imagery, and the road shifted by 40 meters. Not a real shift—a ghost. The datum ...
Imagine your warehouse robot stops dead in a seemingly empty aisle. The laser scanner works. The map looks fine. But the vector floor—that invisible s...
You open a project. Two vector layer—one from a floor GPS, another from a state GIS server—should sit on top of each other. They don't. The floor poin...
A colleague once told me, Every benchmark is just a temporary opinion. We were standing on a concrete post set in 1982, and his GNSS rover showed it h...
Imagine you are mapping soil carbon across a 10,000-hectare farm. You lay a square grid, one sample every 200 metres. Clean. Systematic. Repeatable. B...