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LIDAR (Light Detection and Ranging or Laser Imaging, Detection and Ranging) is an active optical remote sensing technology that measures properties of scattered light to find range and/or other information of a distant target.

1 vote

Accuracy of LIDAR from XYZ and DEM comparison

Create a column in those points and populate it with the z values of the LiDAR derived surface. Calculate the RMSE values. … Experiment with different spatial resolution outputs with your LiDAR derived DEMs until you get the closest fit surface to the survey data. …
GBG's user avatar
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0 votes

Convert .LAZ to .LAS without LAStools or command line (QGIS 3.22.4)?

And if you have some Python skills you can use the laspy library. See this example for converting a directory of LAZ to LAS.
GBG's user avatar
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0 votes

How do LiDAR and photogrammetry DTMs differ?

The LiDAR data will almost certainly include a LiDAR report that will detail the vertical datum of the LiDAR derived DTM z units. … LiDAR accuracy will vary based on land cover, slope, reflectance, and of course the quality of the GNSS units and LiDAR equipment. …
GBG's user avatar
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1 vote

Aligning separate datasets with different CRS in QGIS for the purposes of terrain modelling

You are going to need to confirm the vertical datum of LiDAR data which will be spelled out in the LiDAR report (most likely NAVD88). …
GBG's user avatar
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2 votes

Open Source GIS tools for using LiDAR to estimate storage behind dams/culvert

You have a LiDAR derived surface model and you want to calculate the volume of water that would be behind a theoretical dam? …
GBG's user avatar
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9 votes
Accepted

Finding pixels in DEM with 5% slope or less?

Use the tool ArcToolbox-3D Analyst Tools-Raster Surface-Slope to create a slope surface from your LiDAR data. …
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1 vote

Creating contours using bare-earth LiDAR .XYZI point data

Because you have 42 tiles of 800,000 point you have more data than a TIN can hold-you will need to build and populate a Terrain. Using the tools available in the 3D Analyst toolbox-construct an ESRI …
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1 vote

How to improve the horizontal and absolute accuracy of UAV layer

Was your LiDAR data produced by a contractor? If so, you should have a report that accompanies the data that details the vertical datum of the LiDAR. … In the USA a vendor will typically produce a LiDAR dataset that reference the North American Vertical Datum of 1988. …
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4 votes
Accepted

LiDAR Data captured, unsure what units or format this time field is in?

LiDAR times often come in GPS time or time since the GPS epoch. Here is a stack exchange link with more detail (What is a GPS epoch?) This look like GPS seconds. …
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1 vote
Accepted

LiDAR data in GPS time, only in second. Missing week?

Our LiDAR vendors typically provide processed surface models, the LAS/LAZ files, and text files that include the XYZ data plus GPS week and GPS seconds. …
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1 vote

Rasterizing ungridded XYZ (LiDAR) files?

Since you data are text files (and not LAS files) you do not need to use LASTools. Add the text files to QGIS using the Add Delimited Text option. Use the interpolation tools in the Processing toolb …
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1 vote

ArcGIS 10.X - DEM raster creation - Point to Raster vs. Terrain to Raster tools

Finally, use the LAS Dataset to Raster tool to create surfaces from your LiDAR data. See An overview of displaying LAS datasets in ArcGIS. …
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2 votes

Recording height profile from raster along a polyline shapefile?

There is a tool in the 3D analyst toolbox called Interpolate Shape that will do this: According to ESRI, the tool description is: The Interpolate Shape tool converts a 2D point, polyline, or p …
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4 votes
Accepted

Append .las files using laspy

This code will append all of the las files to an existing las file. Be sure not to store the receiving las in the same directory as the folder of las files. Here I have taken one of my las file and re …
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