Golf Course Maintenance

Turf Health and Course Mapping Superintendents Can Actually Use.

Precision course mapping and vegetation stress data for the people who manage turf for a living — not a scenic flyover for the clubhouse wall.

3D mesh model of a golf course hole
FAA Part 107 Certified $1M Liability & E&O Insured

Course conditions change week to week, and eyeballing a fairway from the cart path only tells you so much. We combine multispectral imaging with precision course mapping to give superintendents a clear, current picture of turf condition and course geometry.

Turf Health Mapping

A vegetation stress index across greens, fairways, and rough, plus drainage and standing-water detection — the kind of view that flags a problem area before it’s visible from the ground.

Precision Course Mapping

A full orthomosaic and 3D mesh model of the course, useful for maintenance planning, irrigation review, and course documentation.

Green Break & Slope Mapping

Every green’s surface broken into slope percentage and fall-line direction, so the reads a player’s eye misses — a false front, a hidden shelf, a fraction of a percent of fall — are visible before anyone steps on the green.

Turf Health Mapping

Vegetation stress and standing water, split-view against the plain RGB image

Each composite below is the same flight, shown two ways — a plain RGB half next to a computed vegetation- or water-index half. It’s the same case as the green break maps below: a photo tells you what’s there, an index tells you what’s wrong before it’s visible to the eye.

Split-view composite of turf: plain RGB next to a modified simple ratio vegetation stress index
Real client-permitted data
RGB vs. vegetation stress index (MSR) — stressed turf reads out before it browns.
Split-view composite of turf: plain RGB next to an NDWI standing-water index
Real client-permitted data
RGB vs. standing-water index (NDWI) — drainage problems flagged automatically, not walked and guessed at.

Green Break & Slope Mapping

The difference between photographing a green and measuring it

Most golf photography stops at pretty. On its own, a straight-overhead shot of a green reads flat and even — which is exactly the problem with judging a green by eye. Run through elevation analysis instead, every color band becomes a slope percentage and every arrow the direction a ball actually breaks at that point.

Straight-overhead photo of a golf green, appearing flat and even
Real client-permitted data
The green, photographed. Flat and even — or so it looks.
Same green analyzed for slope percentage and fall-line direction, color-coded from 0% to over 4%
Slope percentage legend: 0-1%, 1-2%, 2-3%, 3-4%, and over 4%
Real client-permitted data
The same surface, analyzed. Every arrow is the break direction a ball actually takes.

The map on the right isn’t a hand-drawn interpretation of a few spot-checked points — it’s built from a complete elevation model of the entire putting surface, so a false front or hidden shelf between where two spot checks would have landed can’t get missed. And because it comes from a data flight rather than a survey crew, a green can be remapped every season for a fraction of the cost of a repeat survey.

Watershed

Measuring drainage geometry, not predicting hydrology

Drone-derived terrain models let us precisely detect and delineate closed drainage features and quantify their exact storage geometry — directly from a single flight, at a level of spatial detail no point-survey method can match. That’s a measurement capability, not a forecast: we can tell you the theoretical storage capacity of a low point on the course, which is useful for prioritizing which drainage features warrant a closer look. It’s not a substitute for soils data or a hydrology model, and we won’t frame it as one.

Full-course flow-accumulation terrain model showing closed drainage depressions
Detail Zoomed detail of closed drainage depressions from the flow-accumulation model
Real client-permitted data
Flow-accumulation model of the full course, with a zoomed detail of two closed drainage depressions.
Measured, not modeled. Every low point on the course can be quantified to a theoretical storage volume — a level of precision point-survey methods can’t match, and a repeatable way to track how a green or fairway settles between flights.

Marketing

The same data, framed for members and prospects

The orthomosaic and 3D mesh model aren’t just maintenance tools — the same captures make for clean, high-resolution course marketing material: website imagery, membership materials, or a roaming fly-through video for a course tour.

Orthomosaic of a golf course hole, usable as marketing imagery
Real client-permitted data
Course orthomosaic — marketing-ready.
3D mesh model of a golf course hole, usable as marketing imagery
Real client-permitted data
3D mesh model — marketing-ready.
Real client-permitted data
Route 1 roaming fly-through — the same captured data, in motion.

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