EarthByte Lab LogoEarthByte Lab
ServicesSolutionsExpertiseImpactCollaborateAboutBlogCareersContact

EarthByte Lab

Founded by Dr. Sasmita Sahoo, Ph.D., EarthByte Lab harnesses geospatial intelligence for a sustainable future. We help businesses, researchers, and policymakers make smarter, data-driven decisions.

Services

  • Data Science for Ag Tech
  • Geospatial Consulting
  • Satellite Data Analytics
  • Google Earth Engine Development
  • Machine Learning for Remote Sensing

Quick Links

  • What We Do
  • About Dr. Sahoo
  • Blog
  • Contact

Connect

sasmita@earthbytelab.com
Follow Us
© 2026 EarthByte Lab LLC. All rights reserved.
Harnessing Geospatial Intelligence for a Sustainable Future
Back to Blog
Digital TwinsUtility AnalyticsAerial Survey

Every Wire, Every Tree, Measured: Utility Corridor Inventory from a Single Flight

EarthByte Lab turns one aerial pass over a power corridor into a photoreal 3D record, a labelled asset inventory, and vegetation clearance measured in metres. No ground crew, no LiDAR truck.

August 1, 2026
Sasmita Sahoo
3D Gaussian SplattingUtility InspectionVegetation ManagementPower Line InspectionDigital TwinAsset InventoryAerial SurveyPhotogrammetryClearance AnalysisGrid ResilienceDrone SurveyInfrastructure

Vegetation contact causes more power outages than any other single factor. Utilities spend heavily to prevent it. Most still plan that spending from ground patrols, helicopter passes, and survey data that ages the moment it lands.

We built something better. One aerial pass over a corridor now produces three deliverables at once: a photoreal 3D record you can fly through, a labelled inventory of everything in the scene, and the distance from every conductor to the nearest vegetation, in metres.

Classified utility corridor

What you are looking at

The image above is a real corridor. Every coloured point is a measurement carrying a material label. Dark green is tree canopy. Light green is low growth. Red is buildings. Tan is bare ground. Blue is roads and paths. Yellow is the power conductors themselves.

Nothing here was traced by hand. The scene was captured in a single flight and labelled automatically.

The same survey, two views

Photoreal and classified views side by side

The left panel is what the site looks like. The right panel is what it is made of. Both are the same measurements, so they line up exactly. Field crews and executives look at the left. Planners and vegetation managers work from the right.

You switch between them in a browser. No plugin, no desktop software, no training.

Try it yourself

This is the live deliverable, not a video. Drag to orbit, scroll to zoom, and use the buttons in the corner to switch to the classified view or hide the wire overlay.

Interactive utility corridor scene
▶ Load the interactive scene

Explore here: splats.earthbytelab.com/0726power

Assets located and identified

Conductors, shield wires, and structures identified

A photoreal model is a record. An inventory is a decision tool. We extract the second from the first.

Our system locates each conductor as a continuous three dimensional curve, not a cloud of loose points. It separates energised phase conductors from the grounded shield wires strung above them, because the two carry different risk. It finds the support structures and confirms their position against where the conductors converge, so every structure has two independent pieces of evidence behind it.

For this corridor the system found 14 conductors and the supporting structure from one pass.

Clearance in metres, with the confidence stated

The number a utility acts on is the gap between a conductor and the nearest vegetation. We report it per span, in metres, tied to real world scale rather than an arbitrary model unit.

We also report what the survey cannot resolve. Every measurement carries a resolution floor. Where the true clearance sits below that floor, we publish a bound rather than a number that looks more certain than it is. A planner needs to know whether a span has one metre of margin or five. Presenting an unresolvable value as a precise figure helps nobody.

We report a second measurement alongside it: the nearest vegetation growing beneath each conductor. Vegetation grows upward, so this is the encroachment that changes over a season.

What you receive

  • A photoreal 3D scene, shareable by link, that opens in any modern browser
  • A classified view of the same scene, toggled on demand
  • Conductor geometry, structure positions, and clearance measurements as structured data
  • A written report leading with the spans that need attention

Delivery is a URL. Your team opens it on a laptop in the office or a phone in the field.

Why this matters now

Grid operators face rising vegetation risk and tightening inspection expectations. The traditional options are a ground crew that is accurate but slow, or an aerial LiDAR contract that is fast but expensive and rarely repeated.

We sit between them. The capture is a single flight. The processing is automated. The cost profile supports surveying the same corridor again next season and comparing the two. Season over season change is where vegetation spending gets decided.

Honest limits

We publish these because they matter for planning a survey.

Photogrammetric capture measures the outer surface of the canopy. It does not see through dense foliage to bare earth the way an airborne laser does. For clearance to the nearest branch this is the right surface anyway. For canopy structure beneath a closed crown it is not.

Corridor length per flight is bounded by the capture pattern. Long transects need a flight plan built for them, and we scope that per site.

Sub metre clearance is not resolvable at every point on every span. We say so in the report rather than rounding it away.

The EarthByte Lab approach

We build measurement products, not renders. A pretty model that cannot be measured is a marketing asset. Our corridor deliverable carries scale, states its own uncertainty, and separates what was observed from what was inferred.

Ready to see your corridor this way? Book a consultation now

Contact us today to discuss utility corridor inventory and vegetation clearance surveys, and visit earthbytelab.com to get started.

Ready to Transform Your Geospatial Data?

Whether you're working on agriculture, climate resilience, or environmental monitoring, we're here to help you harness the power of geospatial intelligence.

Get in TouchRead More Posts