Hi Nicolas, thank you for the well researched and detailed answer.  I was 
running on the latest build and it had a the new feature for Cloud Optimization 
COPC.  That feature doubled the number of open files for the process and I 
dropped back to 3.22 to get my processing done. It appears that during the 
indexing process  of 3.28 the COPC files are left open even after moving on to 
another LAZ file.  The 3.22 level did not create the COPC files and everything 
worked out for the images.

From: Nicolas Cadieux <[email protected]>
Sent: Friday, February 17, 2023 7:20 AM
To: Mike Stanton <[email protected]>
Cc: [email protected]
Subject: Re: [Qgis-user] Two LAZ file possible issues iwth some new data we 
received to processs

Hi,

I did run into this layer number limite in the past.  If you check the user 
list or if you Google “QGIS, maximum amount of layers… “ you will find multiple 
post. The issue, at the time was caused by limites in the OS.  (Windows 7 at 
the time), OSX had and easy work around.  Same thing for the various flavours 
of  Linux.

At the time, I either combined files when using QGIS or opened them in Saga 
that did not have this problem. I believe this was  because Saga, at least back 
then, loaded all the file into memory and did not keep a handle on the files 
once is was open.

This is the type of thing that got me into learning Python so that I could 
create loops and speed up operations on LiDAR data.

It’s normal (or at least expected)  for large batches of file to have bugs in 
them like missing crs in headers.  File transfers can be difficult to handle.  
Talk with the provider to see if they have the same issue.  If you know a bit 
of Python, I could send you a script that reads the LiDAR header directly.

LasPy is a good little library for this 
https://laspy.readthedocs.io/en/latest/intro.html#header

You could find tools in WhiteboxTools also.
Nicolas Cadieux
https://gitlab.com/njacadieux


Le 16 févr. 2023 à 17:50, Mike Stanton via QGIS-User 
<[email protected]<mailto:[email protected]>> a écrit :

I have LAZ files  for a square mile of the local area where my office is and 
when it is loaded under QGIS I hit two problems. It is a bit over 2000 files 
and I seem to have hit a capacity limit where it stops processing the images at 
about 200 files.  The message being output for the files is “Failed to 
Calculate Statistics of the Point Cloud of XXXXXXXXXXXX.LAZ”.   Breaking it 
into smaller pieces gets the project around the scale limits of the product 
because the doing only the rejected files gets me more files processed, but it 
is not convenient considering I expect to be processing a lot more of these 
files.

The other problem is that QGIS tells me I don’t have a CRS for the images and 
the image has a field that says “No CRS Found” in the log file and what I have 
is data in the header that says “COMPD_CS [“Projected”, PROJCS “UTM 15N”, 
GEOGCS [WGS84 …. “  but the strings have unpaired square brackets round the 
relevant text. Is this what may be causing the error to occur?
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