Four-panel relief comparison showing interpreted features against enhanced terrain visualizations.
CULTURAL HERITAGE & ARCHAEOLOGY · SERBIA

Prijepolje Archaeological LiDAR

UAV Mapping & Interpretation of Four Sites

Prijepolje Archaeological LiDAR combines four-site UAV LiDAR/RGB acquisition, 2 cm orthophoto, 10 cm DTM and multi-method relief analysis with cautious archaeological interpretation vectors.

LocationMileševac, Pustinja Monastery, Pustinja–Gradina and Kolovrat, Municipality of Prijepolje
ClientMuseum in Prijepolje (Muzej u Prijepolju)
MapSoft roleDirect contracted service provider and lead delivery party for planning, permits, UAV LiDAR/RGB acquisition, GNSS control, point-cloud/photogrammetric processing, orthophoto/DTM production, terrain visualization, QA/QC, interpretation mapping and final deliverables.
Project context

Seeing the archaeological landscape where vegetation and terrain limit field access

The Museum in Prijepolje needed a non-invasive spatial basis for four sites with very different terrain, vegetation and accessibility. The project combined UAV LiDAR and RGB imaging so archaeologists could read both visible context and subtle ground morphology beneath vegetation.

Overview showing the spatial relationship of the four surveyed archaeological areas.
Four project areas in the Prijepolje region
4archaeological sites
35.97 haNominal defined survey area
2 cm/pixelOrthophoto GSD
10 cmDTM resolution
UAV acquisition

Four sites. One controlled LiDAR + RGB workflow.

Flight planning, permissions, GNSS orientation control and terrain-aware UAV missions were coordinated across Mileševac, Pustinja Monastery, Pustinja–Gradina and Kolovrat. DJI Matrice 350 RTK with Zenmuse L2 captured LiDAR and RGB data on 27–28 February 2026.

Real UAV mission-planning screen showing terrain-aware flight geometry and acquisition settings.
DJI Pilot mission planning and acquisition settings
Flight-line and image-centre coverage over the two Pustinja survey areas.
Pustinja and Pustinja–Gradina image-centre coverage
Flight-line and image-centre coverage over the Kolovrat survey area.
Kolovrat image-centre coverage
Flight-line and image-centre coverage adapted to the steep Mileševac terrain.
Mileševac image-centre coverage
  1. 01Plan four UAV areas and obtain permissions
  2. 02Establish GNSS orientation points
  3. 03Acquire simultaneous LiDAR and RGB
  4. 04Georeference, align and classify point cloud
  5. 05Produce 2 cm orthophoto and 10 cm terrain model
  6. 06Generate complementary relief visualizations
  7. 07Digitize and qualify interpreted features
Point cloud & terrain

From dense returns to a readable bare-earth surface

Raw INS, LiDAR and imagery were processed and georeferenced, adjacent scan lines were adjusted, and automated classification was followed by manual inspection. The resulting point clouds and ground class supported 10 cm terrain modelling and specialist relief analysis.

Dense colourized point cloud showing terrain, rock and settlement context.
Colourized UAV LiDAR point cloud — terrain view
Oblique three-dimensional point-cloud view of a steep heritage landscape.
Colourized UAV LiDAR point cloud — oblique view
Colour-coded three-dimensional terrain rendering used to read site morphology.
Mileševac digital terrain model
High-resolution imagery

2 cm RGB context alongside the terrain evidence

Orthophotos preserved the visible surface, access routes and site context at 2 cm/pixel, complementing the terrain-under-vegetation information derived from LiDAR.

2 cm/pixelachieved orthophoto
World TIFF + ECWdelivery formats
10 cmachieved DTM
Orthophoto strip retaining fine RGB context around the surveyed terrain.
High-resolution orthophoto coverage
Archaeological interpretation

Interpretation that keeps uncertainty visible

MapSoft used several complementary terrain visualizations — including SLRM, slope, Sky-View Factor, openness and hillshade — because no single rendering reveals every subtle feature. Detected structures were digitized and qualified rather than automatically presented as archaeology.

Potential archaeological features remain targets for field verification. Modern earthworks and anthropogenic features were separated from stronger archaeological evidence instead of being overclaimed.

Generalized crop of interpreted features over RGB imagery, with absolute coordinate margins removed for safer website use.
Kolovrat interpreted features over RGB imagery
Generalized crop of the same interpreted features over a DTM visualization, with absolute coordinate margins removed.
Kolovrat interpreted features over terrain visualization
Interpretation overlay highlighting selected areas within the Pustinja–Gradina dataset.
Pustinja–Gradina interpretation area
Interpretation overlay highlighting selected areas within the Kolovrat dataset.
Kolovrat interpretation area
Quality & validation

Control the geometry. Then control the interpretation.

Coverage was checked through projection centres, image inventory and LiDAR coverage mapping. Orthophoto control residuals remained within centimetre-level ranges in the documented check, while classification and interpretation were additionally reviewed manually.

Y residual−1.4 → +0.9 cmdocumented orthophoto check
X residual−1.0 → +2.4 cmdocumented orthophoto check
Manual reviewClassification + interpretationfield verification remains part of archaeological judgement
Adjacent LiDAR scan lines were adjusted using suitable artificial features in overlap areas. Automated TerraScan classification was followed by manual inspection and correction, and interpretation was checked across several complementary relief methods so the archaeological reading did not depend on a single rendering.
Delivered outputs

A complete interpretation-ready heritage dataset

The final package connected measurement, terrain production and specialist interpretation so the Museum could use the same spatial foundation for documentation, comparison and targeted follow-up investigation.

LAS

Colourized and classified point cloud

Processed LiDAR foundation for all four sites.

4 site datasets
World TIFF + TFW / ECW

Digital orthophoto

High-resolution RGB context for each site.

2 cm/pixel · One set per site
GeoTIFF

Digital Terrain Model

Ground-derived terrain used for relief analysis and interpretation.

10 cm · One set per site
Raster / report imagery

Terrain-analysis visualizations

SLRM, slope, Sky-View Factor, openness, hillshade and combined-relief products.

DWG / SHP

Archaeological interpretation vectors

Detected, anthropogenic and potentially archaeological features with cautious qualification.

Four-site package
Report

Technical realization and interpretation report

Methods, QA, achieved products and archaeological interpretation findings.

1 report
Dense colourized point cloud showing terrain, rock and settlement context.
What this project proves

From UAV reality capture to disciplined terrain intelligence for archaeology

Prijepolje proves MapSoft can combine high-density UAV LiDAR, RGB imaging, GNSS control, point-cloud processing and advanced terrain visualization into interpretation-ready cultural-heritage data, while preserving the distinction between detected evidence, potential archaeology and modern features.

4 archaeological sites2 cm orthophoto10 cm DTMMultiple terrain-visualization methods
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