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How to remove false strip lines from UAV LiDAR data

Geographic Information Systems Asked by Sher on April 14, 2021

I have a multiple return UAV LiDAR point cloud and it has false strip lines 0.5-1 m below ground. I think two different flight lines are not overlapping perfectly causing these strip lines, but not sure. Strip lines consist of many points, therefore I was unable to remove with lasnoise.
enter image description here

And lasground ground classification algorithms are picking up these noise points as ground points, as a result, correct ground points classified as non-ground points. During normalization of point cloud, height of correct ground points are calculated based on the falsely calculated ground points and shifting upwards which is causing me a problem.

Ground points:
enter image description here

And Vegetation points:
enter image description here

And I created raster image from points below 1.3 m to show the problem clearly:

enter image description here

I have 100 1 ha plots and most of these plots have this issue. My question is how to get rid of these below ground strip lines?

One Answer

I am working with lidar data however my data is in .csv files so easy to manipulate in QGIS. I am able to filter each file and extract any points meeting height criteria which is the same as your problem. It is easy to test with one file and there are 2 stack exchange answers with the information required to automate the process for any number of data files.

  1. Open the layer properties and select source tab. Click on Query Builder and create a simple height related query.
    enter image description here

  2. If this works - to import a large number of .csv files use the following answer. https://stackoverflow.com/questions/53292233/errors-in-import-multiple-csv-files-into-qgis

  3. To apply the query to all layers - follow the instructions in this answer - Note this will run on all active layers. I keep my layers in related groups to reduce clutter and enable easy manipulation.
    How to apply a filter to multiple vector layers in QGIS?

Answered by Roo on April 14, 2021

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