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Izius avatar Izius commented on June 5, 2024

Hi! I am using the same tool right now. How can i come in contact with you to discuss choices of parameters and overall results. Reply would be greatly appreciated.

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korotuharry avatar korotuharry commented on June 5, 2024

Hi! I am using the same tool right now. How can i come in contact with you to discuss choices of parameters and overall results. Reply would be greatly appreciated.

I don't believe there's a standardized approach to choosing parameters - it's likely that the choice of window size needs to be tuned to each particular case for optimal results. Search window radius is related to crown radius in some ways so in the example I provided above, the equation I used was derived by plotting crown radius vs tree height of all trees in the Tallo database located within Canada. The results were not great though.

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Izius avatar Izius commented on June 5, 2024

Isn't your min and max search radius around 0.5 m and 5 m respectively? Maybe that's why you get two very close points (you said around 0.3 m). Maybe try plotting identified points and raw LIDAR data to see what is really going on. Today i discovered that for high trees this function is doing okay but in my case the problem is low vegetation. My LIDAR data is also not very well classified.

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Izius avatar Izius commented on June 5, 2024

To add: for higher trees I get okay identification meaning that there are no "double trees" like in your case.

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korotuharry avatar korotuharry commented on June 5, 2024

Have you attempted to use the data I provided? Looking at one case where I'm detecting two tree tops about 0.13 m apart both with a height of 22.87 m, I'm guessing that the reason for the doubling of tree tops is because the heights are identical. If the algorithm defines a local maximum as a point that has a height greater than or equal to the points around it, this could explain the issue. In this case, the fix could be as simple as changing the "greater than or equal" to just "greater than". I can't verify this because the code is not available though.

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