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Case studies

Projects carried out by the manufacturers we represent, summarised by us with a link to each original. They show what the equipment we supply does in the field. Figures are as reported by the manufacturer.

Applications

  • River and port survey
  • Hydrographic survey
  • Drone LiDAR mapping
  • Handheld 3D mapping
  • Service robots

Projects in the field

Drone LiDAR mapping · SatLab Geosolutions

A digital twin of Portugal's largest biofuel plant, scanned in one day with the Apus-MX

SatLab's Apus-MX UAV LiDAR captured the whole of Portugal's largest biofuel plant in a day, giving the operator a high-precision 3D model for maintenance and facility management.

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Hydrographic survey · SatLab Geosolutions

Bathymetry along near-vertical canyon walls with the HydroBeam M4

SatLab Geosolutions surveyed a narrow river that runs through a canyon to a local hydropower plant, using a HydroBeam M4 multibeam echosounder on a small crewed boat.

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Open-source mapping software · Livox

Calibrating several LiDARs to each other, by hand or automatically

A machine with several LiDARs needs each sensor placed in one common coordinate system. Livox describes a manual method and an open-source automatic method that needs no…

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As-built and building survey · SatLab Geosolutions

Checking a two-floor factory against its CAD drawing with the SL9 SLAM RTK

SatLab scanned the first and second floors of a large factory with an SL9 SLAM RTK and compared the result with the original CAD drawing, replacing spot measurements with a full…

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Drone LiDAR mapping · SatLab Geosolutions

Debris flow investigation in the mountains near Chengdu with the Apus-MX

After heavy flood-season rain triggered debris flows near Chengdu, SatLab surveyed two mountain areas with an Apus-MX UAV LiDAR on a DJI Matrice 350 RTK drone.

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Mining and earthworks · SatLab Geosolutions

Drone LiDAR survey of a 2.2 km² mine with SatLab Apus

The owner of a mine of about 2.2 km² needed a clear picture of its topography to plan its management. SatLab surveyed it with Apus drone LiDAR and processed the data in Sat-LiDAR.

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Urban and infrastructure mapping · SatLab Geosolutions

Filling the gaps in airborne data around an expressway with the Cygnus SLAM scanner

Airborne data left holes around an expressway, its bridges and its tunnels. SatLab filled them with Cygnus SLAM scanners carried on a backpack and mounted on a car, and merged…

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Bridge and infrastructure inspection · SatLab Geosolutions

Full-scene bridge inspection with UAV LiDAR and a USV multibeam boat

SatLab Geosolutions combined a drone with an Apus-MX LiDAR and a HydroBoat 1200MB multibeam survey boat to model a major cross-river bridge from the riverbed to the underside of…

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Handheld 3D mapping · Livox

Handheld 3D mapping with a Livox LiDAR at the University of Hong Kong

The Mechatronics and Robotic Systems (MaRS) lab at the University of Hong Kong built a handheld mapping rig around one Livox Mid-40 and released LOAM-Livox, open-source software…

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Warehouse robots · RoboSense

Hikrobot builds its pallet movers in three months with RoboSense Helios 16 and MOV.AI

RoboSense and MOV.AI teamed up so makers of autonomous mobile robots can build and run enterprise-grade machines. Hikrobot used the platform with the Helios 16 LiDAR to develop…

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Hydrographic survey · SatLab Geosolutions

Hydrographic survey in Indonesia with a HydroBoat 1200 and HydroFlow ADCP

In a project in Indonesia, SatLab's HydroBoat 1200 unmanned survey boat carried the HydroFlow 1200 ADCP along pre-planned routes, so operators spent far less time working on the…

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Open-source mapping software · Livox

LIO-Livox: keeping SLAM stable at highway speed and in tunnels

Some users struggled to use Livox LiDAR for SLAM at high speed. Livox released LIO-Livox, a LiDAR-inertial odometry system, and tested it in a 4 km tunnel and on more than 10 km…

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Open-source mapping software · Livox

LOAM-Livox: mapping with a Livox Horizon and open-source code

Livox showed how its Horizon LiDAR, whose scan pattern does not repeat from frame to frame, can drive a mapping algorithm in the LOAM family, and released the code as open source.

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Service robots · Livox

Livox LiDAR in Gaussian Robotics' service robots

Gaussian Robotics uses Livox Mid-series LiDAR for mapping, positioning, navigation and obstacle avoidance in its cleaning, security and delivery robots.

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Autonomous vehicles · Livox

Livox LiDAR on CiDi's autonomous heavy trucks

CiDi, a company building an AI-based logistics system and L4 autonomous heavy trucks, uses Livox Horizon and Tele LiDAR sensors to help its trucks see the road.

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Drone LiDAR mapping · Livox

Mapping a 3 km bridge from a drone with a Livox LiDAR

Livox mapped the whole Huizhou Bay Bridge in Guangdong, China, with a Mid-40 LiDAR on a DJI M600 drone, to show what a compact, low-cost LiDAR can do from the air.

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Handheld 3D mapping · SatLab Geosolutions

Mapping a dark, wet cave in Colombia with the SL9 SLAM RTK

A user carried a SatLab SL9 SLAM RTK through a cave in Suesca, Colombia, with no light, water on the floor and narrow passages, to test whether a handheld scanner could return…

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Forestry · SatLab Geosolutions

Mapping forest structure from above and below the canopy with UAV LiDAR and a Cygnus backpack scanner

A single LiDAR leaves holes under dense tree cover. SatLab flew a UAV LiDAR and walked a Cygnus backpack scanner through the same forest at the same time, then merged the two…

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Hydrographic survey · SatLab Geosolutions

Multibeam monitoring of a 5,000-hectare land reclamation area with a HydroBoat 1200

SatLab Geosolutions used a HydroBoat 1200 unmanned survey boat with a HydroBeam M2 multibeam echosounder to monitor progress on a land reclamation project of more than 5,000…

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River and port survey · SatLab Geosolutions

Riverbed survey on Japan's Yodo River with a HydroBoat 1200MB

SatLab Geosolutions surveyed a busy stretch of the Yodo River near Hirakata Bridge, Osaka Prefecture, with an unmanned survey boat carrying multibeam and single-beam echosounders.

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3D scanning · Livox

Scanning a room in 3D with a Livox Mid-40 on a rotating tripod

Livox built a simple stationary scanner from a Mid-40 LiDAR, a motor and a small computer on a tripod, to show what a low-cost sensor can record of an interior.

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Hydrographic survey · SatLab Geosolutions

Singlebeam or multibeam? A survey comparison on the Shiqiao Waterway

SatLab surveyed the same stretch of the Shiqiao Waterway twice, once with a singlebeam echosounder on a HydroBoat 1200 and once with a HydroBeam M4 multibeam on a HydroBoat…

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As-built and building survey · SatLab Geosolutions

Surveying a resort building under dense forest in Bali with the SL9 SLAM RTK

On a steep, wooded site in Bali where trees blocked satellite signals, SatLab scanned a resort building with the SL9 SLAM RTK and extracted its wall lines for design and…

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GNSS and positioning · SatLab Geosolutions

Using the Freyja GNSS receiver as an RTK base station for drone mapping

Where the mobile network is weak, a drone may not get RTK corrections from a CORS service. SatLab shows how to use the Freyja as its own base station and send the corrections to…

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