Show HN: High-resolution surface analysis with Lidar data

Re:Show HN: High-resolution surface analysis with Lidar data by thebruce87m on Saturday May 24, 2025 @07:23AM (#44080344)

Removing vegetation seems like a harder problem than buildings. Buildings generally have cuboids and other standard shapes, but how do you determine the difference between small trees, big trees, bracken etc?

It the Scotland we have heather that can coat hills but I’m not sure that you’d be able to tell the difference between that and a forest canopy to assume a height and then subtract. Maybe there’s more than the point cloud to work with.

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Re:Show HN: High-resolution surface analysis with Lidar data by Geo_ge on Saturday May 24, 2025 @08:28AM (#44080643)

Aerial survey LiDAR can process multiple returns from a single laser pulse. So, some energy might be reflected back from a leaf, but some energy will pass through (or around) the leaf, hit the ground, then reflect back to the sensor. Some systems can record 5+ points from a single laser pulse.

With this information, you can filter the point cloud to only include points from the final return, which is likely to be the ground/a solid surface unless the vegetation is very dense.

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Re:Show HN: High-resolution surface analysis with Lidar data by 0_____0 on Saturday May 24, 2025 @09:43AM (#44081075)

You don't even need multireturn, typically your point cloud will have points from the tree or whatever plus some that returned from the structure behind it.

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