02 — The survey

The eye above the forest.

The survey is the part of the work that knows things. A precise map of where the rhododendron is — and how much — turns clearance from guesswork into something targeted, measured and complete.

10-second loop
videos/survey.mp4
Survey · 0:10
Mavic 3 Multispectral, leaf-off flight over Ards

When to fly

February, when the canopy is bare.

The Ards survey is flown in the leaf-off window — mid-to-late February — not the May–June flowering window most people assume. With the oak, birch, hazel and larch bare, the evergreen rhododendron is the only substantial green canopy left in the woodland, and its near-infrared and red-edge signature maps the whole population, including the suppressed juveniles a bloom survey misses.

The timing also clears the low-winter-sun problem: by late February the Donegal sun has climbed to 22–25° at noon, well above the long-shadow zone of December.

Reason 01

Leaf-off exposes the target

The only evergreen canopy left in February is the rhododendron itself — the established scientific method for separating it from everything else.

Reason 02

Sun angle rules out deep winter

22–25° at noon by late February — bright overcast preferred over low direct sun.

Reason 03

It counts every plant

The NIR / red-edge signature catches suppressed juveniles a pink-flower survey would never see.

The survey-to-proposal pipeline

Built backwards from one fixed date.

A map-backed clearance proposal on the Coillte District Manager's desk by late March 2027 — inside their planning and budget cycle. Everything is sequenced from there.

WhenStepOutput
Dec 2026 – Jan 2027IAA registration + A1/A3 certificateLegal to fly Ards under A3
Jan – early Feb 2027Buy and learn the droneMavic 3 Multispectral operational
Jan – Feb 2027First contact with Coillte DonegalRelationship opened
Mid–late Feb 2027Survey flights + ground-truthRaw multispectral imagery, GPS plots
Late Feb – mid MarProcessing in WebODM + QGISDensity + terrain maps, hectare figures
Mid–late Mar 2027Coillte proposal submittedMap-backed clearance proposal
May – Jun 2027Bloom confirmation flight (optional)Validation layer, holly cross-check

Figure — The Ards survey-to-proposal pipeline. Licensing is done in December so it never holds up a February flight.

10-second loop
videos/survey-map.mp4
Survey · 0:10
The Atlantic woodland the survey sets out to map

From a thousand photographs to a single map

Multispectral, not just RGB.

The drone flies a tight back-and-forth pattern at ~75% front and 70% side overlap. Photogrammetry reconstructs the site into an orthomosaic, a surface model, a terrain model — and the difference between them, the canopy height model, the seed of future biomass estimation.

In QGIS, the Semi-Automatic Classification Plugin learns the spectral signature of known rhododendron stands and classifies every remaining pixel by similarity. The real challenge — separating rhododendron from holly — is resolved by texture, canopy continuity, the height layer and the optional bloom flight.

Equipment & licensing

€5,207, all in.

DJI Mavic 3 Multispectral€4,600
Extra flight batteries ×2€300
Accessories€215
IAA operator registration€41
IAA A1/A3 pilot certificate€51
Software (DJI, WebODM, QGIS)€0
Total Year 1 capability€5,207

Software is free and open source throughout. Funded from the LEO Feasibility Grant.

The flywheel

The memory of the business.

For every grid cell cleared, the production log captures what came out of it — density class, terrain class, green biomass, drying moisture, dry mass, biochar yield, labour days. Cell by cell, a dataset accumulates linking a remotely-sensed description of forest to the physical output it produced.

Cell by cell, a picture builds of how a stretch of forest behaves — so every estimate that follows rests on evidence, not guesswork.

Survey as a service

Everyone faces the same first question: how much invasive growth do we have, and where?

Almost no estate, land trust or county council can answer it. A day of flying and a few days of processing produces a professional, accuracy-assessed infestation map — a survey service we offer to landowners and conservation managers across the north-west.