Are cloud points able to identify tree species?

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Bogdan Jaroszewicz

Yes, it is possible, to identify tree species based on LIDAR scanning. Of course first the programme must learn the species present in the area of interest. You may read more on this subject e.g. here (but there are many more papers and software to consider):

Michael J. Parlow and Trevor B. Hooper "Using LiDAR to identify tree species", Proc. SPIE 10790, Earth Resources and Environmental Remote Sensing/GIS Applications IX, 1079018 (11 October 2018); https://doi.org/10.1117/12.2326569

Stuart E. Hamilton

Not that I am aware, you could maybe do it from the associated imagery. Check your linked paper, if they use only the first return data of the lidar it may be possible, but I doubt it and you likely do not have the point density that lidar has even if it is only first return.

Dmitry Rashkovetsky

Article Tree species classification using UAS-based digital aerial p...

Article Tree Classification in Complex Forest Point Clouds Based on ...

And many many more...