Drone Mapping
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I’m a certified and insured drone pilot, holding a General VLOS Certificate (GVC) issued by the Civil Aviation Authority (CAA). I collect and process orthorectified aerial imagery, photogrammetry point clouds and elevation models.
Deliverables
RGB Orthomosaics
Multispectral Orthomosaics
3D Point Clouds
Digital Elevation Models (DEM)
Digital Surface Models (DSM)
Canopy Height Models (CHM)
Vegetation Indices (NDVI, GNDVI, NDRE)
Geospatial Services
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I process, analyse and visualise spatial data including drone mapping survey outputs.
Deliverables
Photogrammetry & LiDAR: Processing, classification and analysis.
Digitisation: Spatial feature extraction from drone imagery for woodland, peatland or other habitats.
Hydrology: Topographic hydrological analysis to support peatland restoration operations.
Ecological Site Classification (ESC): Woodland suitability web maps.
Visualisation
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I can create PDF or web-based 2D maps of your data and provide 3D woodland visualisations for landscape appraisals and consultations (different viewpoints and stages through time can be visualised accounting for proposed establishment method, species assemblage, density, age, site operations, roads and fences).
Deliverables
Web Maps
3D Landscape Visualisations
Viewshed Maps
Machine Learning
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I train and deploy deep learning models for geospatial object detection and classification, using custom analysis pipelines to extract valuable spatial insights from the results.
Deliverables
Individual Tree Detection: Including stocking density, top heights and crown dimensions.
In development
Woodland carbon estimates
Terrestrial point clouds: Integrated with individual tree analysis pipeline to extend coverage and enable diameter at breast height (DBH) measurement.
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