I will do accurate per tree mapping and lidar analysis

Do you need accurate per-tree mapping and analysis from LiDAR data and ortho image?

I specialize in Individual Tree Crown (ITC) Delineation, turning raw LiDAR point clouds into actionable spatial data for forestry, agriculture, and environmental projects.

What you will get:

• Individual tree crown shapefiles (each polygon = one tree)
• Unique Tree IDs for tracking across flights or seasons
• Attributes: crown area, centroid coordinates, tree height, DBH (if feasible)

Applications include:

• Precision agriculture (avocado, mango, citrus, coffee, etc.)
• Forest inventory (tree counts, canopy cover, competition analysis)
• Yield estimation (crown size vs productivity)
• Change detection (growth, mortality, new plantings)
• Carbon and biomass studies (per-tree estimates from crown metrics)

Deliverables:

• Shapefile / GeoJSON of tree crowns
• Attribute table (Tree ID, crown area, heights, optional health/growth metrics)
• Visualization (map layouts or digital output)

With my expertise in LiDAR, GIS, and remote sensing, I can provide precise, reliable, and professional results for your project.