#pointcloud — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #pointcloud, aggregated by home.social.
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TIL that there are 360° LIDAR scanners below $450. With open source programs. I desperately need to figure out why I do need one.
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Processing [#USGS] 3DEP [#OpenData] LiDAR Point Clouds with Purdue's Data to Science Open Source Pipelines [overview/tutorial]
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https://youtu.be/oicXic8cVqU?si=cz41PgHOC5v-53SY <-- shared video
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https://github.com/gdslab/3dep_tutorial/blob/main/usgs_3dep_tutorial.ipynb <-- #Data2Science project and #Github repositories
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#GIS #spatial #mapping #KnowledgeBase #NSGIC #USGS #3dep #pointcloud #remotesensing #earthobservation #processing #pipelines #opendata #fedscience #publicgood #DataToScience #opensource #overview #tutorial #derivateproducts #workflow #stakeholders #elevation #USA #national #TheNationalMap #tools #3DEPfortheNation #3DEPFTN
#USGS | #NSGIC | #PurdueUniversity -
Light Detection And Ranging Of Natural Systems
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https://doi.org/10.1038/s43586-025-00446-3 <-- shared paper
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['primer'/'tutorial'/overview]
#GIS #spatial #mapping #remotesensing #explanation #tutorial #overview #primer #LiDAR #laserscanning #survey #pointcloud #spatialanalysis #airborne #satellite #usecase #vegetation #forest #forestry #resource #wildfire #fuel #elevation #topography #bathymetry #glaciology #glacier #workflow #naturalsystems #applications #algorithms #sensors #geomorphometry #geomorphology #drone #UAV #water #hydrology #groundbased #instrumentation #spatiotemporal #landsurface #landcover -
What a year it's been!🎉 Feeling immense gratitude and pride as I look back at some of my latest architectural elevation drawings. Each line, every detail, crafted with passion and precision.
Ready to jump into new challenges and projects! #Architecture #Elevations #Portfolio #2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey
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What a year it's been!🎉 Feeling immense gratitude and pride as I look back at some of my latest architectural elevation drawings. Each line, every detail, crafted with passion and precision.
Ready to jump into new challenges and projects! #Architecture #Elevations #Portfolio #2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey
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I released an update to my libE57Format library—version 3.3—to fix some build warnings & to update the build system (cmake)🏗️.
It is a C++ library which provides read & write support for the ASTM-standard E57 file format on Linux, macOS, and Windows. E57 files store 3D point cloud data, attributes associated with 3D point data (color & intensity), and 2D images (photos).
https://github.com/asmaloney/libE57Format/releases/tag/v3.3.0
#3DScanner #PointCloud #GIS #Geospatial #LiDAR #LaserScanner #E57 #OpenSource #FileFormat #cpp #FOSS
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More [Canadian] High-Resolution Lidar [HRDEM] And Elevation Data Now Available
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https://natural-resources.canada.ca/science-data/science-research/geomatics/more-high-resolution-lidar-elevation-data-now-available <-- shared technical press release
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“... In this first article, highlights include:
• HRDEM & HRDEM Mosaic - over 709,000 km² of new LiDAR-derived elevation data added since May 2024, increasing coverage by 54%. This product now covers 244 of Canada’s 250 largest cities, and over 95% of the population.
• Northern HRDEM data - fully updated using ArcticDEM v4.1, improving quality for the entire Canadian Arctic.
• Automatically Extracted Buildings - Added 61 new projects and over 2.58 million building footprints, bringing the total to over 13.6 million.
• LiDAR Point Clouds - Expanded by over 200,000 km2, now totalling close to 364,000 km²…”
#GIS #spatial #mapping #Canada #HRDEM #mosaic #LiDAR #elevation #NationalElevationDataStrategy #pointcloud #ArcticDEM #building #footprints #geographic #coverage #progress #opendata #Canadian #arctic #remotesensing #earthobservation #NaturalResourcesCanada -
Deep-Learning-Based Object Detection And Tracking Of Debris Flows In 3D Through Lidar-Camera Fusion
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https://doi.org/10.1109/TGRS.2025.3609573 <-- shared paper
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[As an engineering geologist, I have been fortunate enough (sic) to see debris flows in action (indeed, I was rerouted on the motorcycle because of them) on the Poudre Canyon Road in Colorado, after the 2020 Cameron Peak Fire]
#GIS #spatial #mapping #debrisflow #geology #engineeringgeology #geology #massmovement #postfire #wildfire #water #sediment #hydrology #extremeweather #model #modeling #AI #deepleaning #algorithms #objectdection #monitoring #remotesensing #LiDAR #pointcloud #landform #geomorphometry #video #massmovement #risk #hazard #assessment #damage #infrastructure #rock #boulder #cost #economics #realtime #3D #wave #flow #dynamics -
Development Of An Optimized Survey Workflow For Sandy Beaches With Mapping-Grade Mobile LIDAR
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https://doi.org/10.2112/JCOASTRES-D-24-00056.1 <-- shared paper
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#GIS #spatial #mapping #beach #sandy #coast #coastal #corridor #surveying #remotesensing #LiDAR #workflow #calibration #HiWayMapper #vehicle #UTV #4wd dataprocessing #postprocessing #GNSS #navigation #imagery #pointcloud #dunes #foredunes #geomorphology #geomorphometry #rmse #error #accuracy #precision #evaluation #metrics #shoreline #seasonal #dynamics #marine #waves #erosion #deposition -
OpenGeoAI - Artificial Intelligence for Geospatial Data
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https://opengeoai.org/ <-- OpenGeoAI home page
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https://github.com/opengeos/geoai <-- shared #GitHub #repository
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“[A] powerful new capability is coming to the GeoAI Python package: finding similar features in remote sensing imagery with DINOv3.
This feature leverages the DINOv3 pre-trained model to find similar features in remote sensing imagery with a single click…”
#GIS #spatial #mapping #dinov3 #GeoAI #AI #python #library #github #remotesensing #processing #imagery #comparasion #machinelearning #LiDAR #pointcloud #vector #model #modeling #earthobservation #software #opensource #geoai -
A poster for a 90 seconds film about a dream. I've made it to take part in the "Dream Animation Festival".
#mywork #art #animation #dream #blender #3D #pointcloud #boids #particles
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A poster for a 90 seconds film about a dream. I've made it to take part in the "Dream Animation Festival".
#mywork #art #animation #dream #blender #3D #pointcloud #boids #particles
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A poster for a 90 seconds film about a dream. I've made it to take part in the "Dream Animation Festival".
#mywork #art #animation #dream #blender #3D #pointcloud #boids #particles
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A poster for a 90 seconds film about a dream. I've made it to take part in the "Dream Animation Festival".
#mywork #art #animation #dream #blender #3D #pointcloud #boids #particles
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A poster for a 90 seconds film about a dream. I've made it to take part in the "Dream Animation Festival".
#mywork #art #animation #dream #blender #3D #pointcloud #boids #particles
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Updated my 3D render, left my GTX1070 running for 18 hours...
#blender #blender3d #3drender #3d #video #bumper #audio #AV #pointcloud #3dmodelling #3dmodel #wyrd #creativity
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Updated my 3D render, left my GTX1070 running for 18 hours...
#blender #blender3d #3drender #3d #video #bumper #audio #AV #pointcloud #3dmodelling #3dmodel #wyrd #creativity
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Updated my 3D render, left my GTX1070 running for 18 hours...
#blender #blender3d #3drender #3d #video #bumper #audio #AV #pointcloud #3dmodelling #3dmodel #wyrd #creativity
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Updated my 3D render, left my GTX1070 running for 18 hours...
#blender #blender3d #3drender #3d #video #bumper #audio #AV #pointcloud #3dmodelling #3dmodel #wyrd #creativity
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The Affordable DIY Mandeye Lidar System For Surveying Caves, And How To Convert 3D Clouds Into Traditional Cave Ground Plans And Extended Profiles
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https://doi.org/10.5038/1827-806X.53.3.2535 <-- shared paper
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#GIS #spatial #mapping #LiDAR #cave #cavediving #cavemapping #speleology #workflow #survey #remotesensing #pointcloud #mobilemapping #3Dmapping #profile #model #modeling #3dmodel #opensource #openhardware #reproducible #affordable #DIY #Mandeye -
Weeds Detection In A Citrus Orchard Using Multispectral UAV Data And Machine Learning Algorithms - A Case Study From Souss-Massa Basin, Morocco
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https://doi.org/10.1016/j.rsase.2025.101553 <-- shared paper
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#GIS #spatial #mapping #seedsdetection #citrusorchard #unmannedaerialvehicle #UAV #multispectralsensors #machinelearning #AI #modeling #model #deeplearning #agriculture #orchard #SoussMassa #Morocco ##citrus #groundcontrol #pointcloud #DSM #imagery #NDVI #NDWI #MLC #data #production #food #management #water #hydrology #fertiliser -
Weeds Detection In A Citrus Orchard Using Multispectral UAV Data And Machine Learning Algorithms - A Case Study From Souss-Massa Basin, Morocco
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https://doi.org/10.1016/j.rsase.2025.101553 <-- shared paper
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#GIS #spatial #mapping #seedsdetection #citrusorchard #unmannedaerialvehicle #UAV #multispectralsensors #machinelearning #AI #modeling #model #deeplearning #agriculture #orchard #SoussMassa #Morocco ##citrus #groundcontrol #pointcloud #DSM #imagery #NDVI #NDWI #MLC #data #production #food #management #water #hydrology #fertiliser -
Weeds Detection In A Citrus Orchard Using Multispectral UAV Data And Machine Learning Algorithms - A Case Study From Souss-Massa Basin, Morocco
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https://doi.org/10.1016/j.rsase.2025.101553 <-- shared paper
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#GIS #spatial #mapping #seedsdetection #citrusorchard #unmannedaerialvehicle #UAV #multispectralsensors #machinelearning #AI #modeling #model #deeplearning #agriculture #orchard #SoussMassa #Morocco ##citrus #groundcontrol #pointcloud #DSM #imagery #NDVI #NDWI #MLC #data #production #food #management #water #hydrology #fertiliser -
Weeds Detection In A Citrus Orchard Using Multispectral UAV Data And Machine Learning Algorithms - A Case Study From Souss-Massa Basin, Morocco
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https://doi.org/10.1016/j.rsase.2025.101553 <-- shared paper
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#GIS #spatial #mapping #seedsdetection #citrusorchard #unmannedaerialvehicle #UAV #multispectralsensors #machinelearning #AI #modeling #model #deeplearning #agriculture #orchard #SoussMassa #Morocco ##citrus #groundcontrol #pointcloud #DSM #imagery #NDVI #NDWI #MLC #data #production #food #management #water #hydrology #fertiliser -
Weeds Detection In A Citrus Orchard Using Multispectral UAV Data And Machine Learning Algorithms - A Case Study From Souss-Massa Basin, Morocco
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https://doi.org/10.1016/j.rsase.2025.101553 <-- shared paper
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#GIS #spatial #mapping #seedsdetection #citrusorchard #unmannedaerialvehicle #UAV #multispectralsensors #machinelearning #AI #modeling #model #deeplearning #agriculture #orchard #SoussMassa #Morocco ##citrus #groundcontrol #pointcloud #DSM #imagery #NDVI #NDWI #MLC #data #production #food #management #water #hydrology #fertiliser -
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
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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
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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
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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
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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
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PyForestScan - A Python Library For Calculating Forest Structural Metrics From LiDAR Point Cloud Data
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https://doi.org/10.21105/joss.07314 <-- shared paper
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https://github.com/iosefa/PyForestScan <-- GitHub repository
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[disclaimer: I have not tried this library]
#GIS #spatial #mapping #JOSS #remotesensing #LiDAR #pointcloud #forest #structural #metrics #spatialanalysis #geostatistics #ecology #ecological #FHD #PAD #PyForestScan #model #modeling #opensource #Python #library #density #canopyheight #areaindex #DTM #output #PDAL #forest #forestry #monitoring #carbonaccounting -
We're back and ready to work! Check out the offer ✨️❄️
#floorplan #2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #landsurveyor #measuredbuildingsurvey #outsourcing #elevation #section #architecture #inventarisation
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We're back and ready to work! Check out the offer ✨️❄️
#floorplan #2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #landsurveyor #measuredbuildingsurvey #outsourcing #elevation #section #architecture #inventarisation
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We're back and ready to work! Check out the offer ✨️❄️
#floorplan #2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #landsurveyor #measuredbuildingsurvey #outsourcing #elevation #section #architecture #inventarisation
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Happy New Year to all #landsurveyors and friends! ✨️🍾 Wishing you amazing and creative opportunities this year 🎊
#cad #2Ddrawing #architecture #laserscanning #pointcloud #surveyor #measuredbuildingsurvey #geodesy #maps #2Dplans
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Happy New Year to all #landsurveyors and friends! ✨️🍾 Wishing you amazing and creative opportunities this year 🎊
#cad #2Ddrawing #architecture #laserscanning #pointcloud #surveyor #measuredbuildingsurvey #geodesy #maps #2Dplans
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If you have fun, join my #youtube channel and vote for the best #elevation style in the newest post! ✨️🫶🏻
#elevation #cad #2Ddrawing #architecture #autocaddrawing #laserscanning #pointcloud #cao #surveyor #géomètre
http://youtube.com/post/UgkxlfxMmXQaSMH8J6i3brk7E2GzeWe0otn1?si=_6xD4SrAWPkYTqfv
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If you have fun, join my #youtube channel and vote for the best #elevation style in the newest post! ✨️🫶🏻
#elevation #cad #2Ddrawing #architecture #autocaddrawing #laserscanning #pointcloud #cao #surveyor #géomètre
http://youtube.com/post/UgkxlfxMmXQaSMH8J6i3brk7E2GzeWe0otn1?si=_6xD4SrAWPkYTqfv
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On this Monday, I come to you with a few building #elevations ✨️🏠
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad
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On this Monday, I come to you with a few building #elevations ✨️🏠
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad
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On this Monday, I come to you with a few building #elevations ✨️🏠
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad
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Don't hesitate to contact me if you need some help with your projects 😊👐🏻
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad #autocad #bricscad
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Don't hesitate to contact me if you need some help with your projects 😊👐🏻
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad #autocad #bricscad
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Don't hesitate to contact me if you need some help with your projects 😊👐🏻
#2Ddrawing #CADdrafting #geodesy #pointcloud #laserscanning #survey #dwg #surveyor #architecture #inventarisation #measuredbuildingsurvey #cad #autocad #bricscad
