I was running out of RAM and out of swap while trying to generate a copc out of a laz with #pdal (the laz weighs 4.7GB). So I created a 15GB swapfile by simply adding

swapDevices = [{
device = "/var/lib/swapfile_15G";
size = 15*1024;
}];

to configuration.nix, rebuild, and voilà. The process is currently running very smoothly, peak consuming the whole RAM as expected (64GB) + 12GB out of the available 24GB.

cc @sguimmara @autra

#linux #nixos #pointcloud #lidar

🚀 Today, I'm running a workshop on #PointCloud Processing in #QGIS at #FOSS4GEurope 2025 in #Mostar! We'll dive into:
🔹️ Downloading & preprocessing data
🔹️ Creating DSMs with interpolation
🔹️ 3D visualization & styling
🔹️ Elevation profiles & filtering
🔹️ Automation with #PDAL Wrench
🔹️ Editing point clouds

💻 Can’t join in person? Free access at @gisocw
🔗https://courses.gisopencourseware.org/

@defuneste The #pdal workshop is a good introduction : https://pdal.io/en/2.9.0/workshop/agenda.html
Introduction — Point Data Abstraction Library (PDAL)

Derek Law (@GIS_Bandit@mastodon.world)

Attached: 1 image What's New in ArcGIS Pro 3.5 (May 2025) https://tinyurl.com/44fyvswc #location #business #spatial #intelligence #spatialanalysis #geospatial #GIS #esri #arcgis #GISchat #mapping @esri@bird.makeup @arcgispro@bird.makeup @esrifederalgovt@bird.makeup @esrislgov@bird.makeup @esritraining@bird.makeup

Mastodon

Celebrate Open Education Week 2025!🎉

Today's highlight from GIS OpenCourseWare: Point Cloud Processing with QGIS & PDAL Wrench. Learn to work with point cloud data and automate workflows for faster, efficient processing. 🚀 #OpenEducationWeek #OEWeek2025 #GIS #QGIS #PointCloud #PDAL

PyForestScan: A Python library for calculating forest structural metrics from lidar point cloud data

Percival et al., (2025). PyForestScan: A Python library for calculating forest structural metrics from lidar point cloud data. Journal of Open Source Software, 10(106), 7314, https://doi.org/10.21105/joss.07314

Journal of Open Source Software

À l'image de MicMac, n''importe quel éxécutable est lançable dans Meshroom.

PDALRoom, anyone? #PDAL

#JC3DHN2024

Yesterday I used #PDAL to process over 2k million #LiDAR points from #Guadalajara 🇲🇽. First I merged the 181 LiDAR tiles (16gb) from lidar.guadalajara.gob.mx, then I generated the digital surface model #DSM with #IDW at 50 cm/px.

writers.las & writers.gdal  

How I did it:

https://vm.tiktok.com/ZMhfnM7C8/

#GIS 🗺️

TikTok - Make Your Day

It's lovely to be in such great company 🤩

#pdal #perfectin #qfield @qfield #rspatial #rasterframes #osgeo

https://www.osgeo.org/projects/ (page 9)

Projects Archive - OSGeo

OSGeo

🌐 Vous cherchez à distinguer le sol et le sursol à l’aide de données #LiDAR ? Découvrez comment @Data_Wax a expérimenté l’utilisation de #pdal sur les données brutes du #LiDAR HD de l’@ignfrance : https://geotribu.fr/articles/2024/2024-06-24_lidar_hd_avec_pdal/

👓 Relecture : @geojulien, @GabPoujol, N. Godet, J. Hanke

🎯 #LiDAR #pdal #MNT #MNS #MNE

LiDAR HD brut - Distinguer sol et sursol avec pdal - Geotribu

Les données LiDAR HD brut ont été traitées avec PDAL pour coloriser le nuage de points et distinguer le sol et le sursol.