A revolution of sorts is taking place in Earth observation. The number of satellites in orbit is going to increase from about 8,000 to 57,000 by 2029. Along with this expansion comes a massive increase in higher-quality data, leading to new use cases for satellite imagery analysis. One of those use cases is identifying threats to linear infrastructure, including vegetation encroachment and ground deformation.
Vegetation around infrastructure networks, such as railway tracks, can cause severe problems for operations. Equally concerning are ground movements, with landslides or even derailments the result.
Traditionally, networks dealt with these risks by hiring individuals to perform manual inspections of the track. This demands both significant time and staffing, resulting in much higher costs for operating. Satellite-based monitoring provides high-frequency overviews of the entire network along with actionable insights for segments that demand immediate attention.
LiveEO analyses vegetation encroachment to railway tracks using satellite data. The approach makes grid-wide up-to-date overviews of vegetation risk along the asset a reality.
The company has developed a vegetation classification system based on state-of-the-art artificial intelligence, which enables the continuous updating of satellite data to monitor vegetation and provide a better assessment of risk. The insights are directly accessible through LiveEO’s web and mobile app.
As a result, in many cases, networks no longer require manual, on-site inspections, depending on the software’s risk assessment. What was once monitored on foot, by car, or even helicopter can now be recorded and viewed from space. The data used for railway monitoring features spatial resolutions down to the sub-metre range.
The distance between vegetation and the assets is determinable through satellite data analysis. So too are multiple other parameters, all of which improve the risk classification—even the height of trees or even trees outside of the right-of-way are captured. Satellite analysis can also determine healthy trees vs. sick trees. High-resolution and multispectral data allow the system to identify different vegetation species.
Condition-based vegetation management supports the careful removal of trees that present a risk to the operability of any network. Despite this, climate change is unpredictable, and the severity of storms will likely increase vegetation falling into the right-of-way.
Railway-News magazine Issue 3, 2023: The Future of Vegetation Monitoring and Analysis Is Satellite-Based.
Railway-News magazine Issue 3, September 2022: LiveEO - World Premiere at InnoTrans: Lightning-Fast Storm Damage Assessment.
Gartner has identified LiveEO as a 'Tech Innovator' in the field of Earth Intelligence.
LiveEO analyzes high-resolution satellite images and provides insights to identify damaged infrastructure, track conditions, and more.
The rapid development of railway infrastructure makes the stability & integrity of train track critical to ensure rail safety & reliability.
LiveEO explores the key limitations of LiDAR in vegetation monitoring for railway networks, and what alternatives are available.
LiveEO and Capella Space have partnered to bring high-speed, high-resolution SAR satellite insights to asset managers.
Join LiveEO at Esri International Infrastructure Management & GIS Conference in Frankfurt from 17–19 April.
LiveEO's Vegetation Management insights (VMi) product can help your company quickly determine if a task was done successfully.
Satellite analytics company, LiveEO, and GIS market leader, Esri, have recently signed a partnership agreement.
Nick Ferguson has joined LiveEO, leader in space-derived analytics for physical infrastructure networks, as Vice President Infrastructure.
LiveEO’s satellite-based, data-driven vegetation management solution offers the opportunity to create a more resilient rail network.
The award-winning UVM Podcast, sponsored by LiveEO, focuses on preventing contact between trees and electrical lines.
LiveEO will be showcasing their newest product at InnoTrans 2022. An automated rapid response solution for storm damage based on radar satellite data.
LiveEO has secured €19M in funding in what is one of the largest investments to date in Earth Observation in Europe.
When it comes to Vegetation Management, LiveEO’s core product, is satellite analysis a greener alternative than helicopter inspection?
Leading provider of satellite-based analytics, LiveEO, opens its doors for more interested players to join its partner ecosystem.
LiveEO is now a certified Independent Software Vendor (ISV) Partner in the Amazon Web Services (AWS) Partner Network (APN).
Join LiveEO as they demonstrate their new Ground Deformation Monitoring Solution for railways, for the first time to a public audience.
LiveEO presents an automated solution for Satellite-Based Ground Deformation Monitoring that provides operators with actionable risk assessments.
LiveEO's satellite-based vegetation monitoring solution will serve the entire medium-voltage network of the E.on subsidiary.
Among 80 applicants, LiveEO has been chosen by the jury to receive the prestigious Supplier Innovation Award 2021, issued by Deutsche Bahn.
Use the form opposite to get in touch with LiveEO GmbH directly to discuss any requirements you might have.