Artificial Intelligence & Geospatial Technology

4D Hyperspectral
Imaging

Remote Satellite Mineral Detection & 4D Deposit Modelling

REGA Global has access to a proprietary satellite-based hyperspectral imaging and nano-electromagnetic modelling platform capable of identifying, mapping, and quantifying mineral deposits at depth from orbit — without a single drill hole.

The Technology

From Satellite to
Sub-Surface Deposit Map

4D Hyperspectral Imaging (4DHSI) is a proprietary nano-electromagnetic mineral detection and modelling platform that uses Hyperspectral Imagery (HSI) captured by Earth-orbiting satellites to identify, position, and quantify mineral deposits from space — without ground disturbance, drilling, or physical sampling.

The HSI technique collects information of a target site across the full electromagnetic spectrum, from below ultraviolet to above long-infrared. This spectral data is processed through proprietary nano-electromagnetic methods to model mineral deposits in two dimensions (surface area mapping) and four dimensions (three-dimensional volumetric modelling with depth profiling over time).

The technology is capable of identifying and quantifying gold, rare earth minerals, diamonds, silver, copper, and other valuable minerals in a single satellite pass. It can characterise deposit boundaries, estimate quantities by depth, identify heterogeneous mineral co-location, and provide the data required for efficient, targeted extraction — dramatically reducing the time, cost, and environmental impact of conventional exploration programmes.

2D Modelling

Surface-plane mapping of mineral deposit boundaries and areas using fast-track nano-electromagnetic analysis. Identifies presence, location, and surface extent of deposits using 100 x 100 x 100 m cube dimensions.

4D Plus Modelling

Full three-dimensional volumetric modelling with refined 20 x 20 x 20 m cube resolution, to depths of 500 metres. Quantifies mineral mass, profiles deposit thickness and orientation, and identifies co-located mineral species with a level of precision never previously available from remote sensing.

Mineral Coverage

Gold, rare earth minerals (Thulium, Ytterbium, Lutetium, Cerium, Neodymium, Samarium, Europium, Gadolinium, Dysprosium), diamonds, silver, and copper — identified and individually modelled in a single analysis.

Demonstration Report

MANF-01 — Kankan Region,
Republic of Guinea

A confidential demonstration conducted for the Republic of Guinea, showing the full 2D and 4D Plus modelling capability on a blind test site with known but undisclosed mineral deposits.

The MANF-01 demonstration was conducted on a site block of 8.52 km² in the Kankan region of north-western Guinea, centred on the town of Manfarani. A Hyperspectral Imagery satellite scan was performed across 28.40 km² encompassing the subject area. Investigators were given no information regarding known deposits prior to conducting the analysis — the results were entirely derived from the satellite data.

The site has a radius of 1.83 km and a subterranean investigation depth of 500 metres, representing a three-dimensional investigation volume of approximately 4.26 km³. The Republic of Guinea confirmed the site was known to contain gold and rare earth mineral deposits. The 4DHSI platform identified both, without prior information, and additionally identified diamonds, silver, and copper at depth.

Map 1 — MANF-01 site placement in the Republic of Guinea
Map 1 — MANF-01 site location, Kankan Region, Republic of Guinea
2D Modelling Results

Surface Deposit Mapping —
Gold & Rare Earth Minerals

Gold Deposits — 2D Modelling

The 2D nano-electromagnetic analysis identified nine separate gold deposits across the MANF-01 site, with a combined surface area of 1,453,572 m² and a total perimeter delineation of 12,480 metres. The largest single deposit, G2, accounts for 910,667 m² — representing 62.6% of the total identified gold surface area.

Map 3 — MANF-01 2D Gold Interpretation
Map 3 — 2D Gold deposit interpretation, MANF-01

Combined Deposit Overlay

The 2D analysis further identified eight separate rare earth mineral deposits with a combined surface area of 945,165 m². Several deposits are co-located with gold deposits at different depths, which the 4D Plus modelling was able to characterise in three-dimensional space.

Map 5 — MANF-01 2D Gold and Rare Earth Minerals Overlay
Map 5 — Combined 2D gold and rare earth minerals overlay, MANF-01
9
Gold deposits identified
1.45km²
Total gold surface area
8
Rare earth mineral deposits
0.95km²
Total REM surface area
4D Plus Modelling

G1/R1 Deposit —
Full Three-Dimensional Analysis

The G1/R1 deposit was selected from the 2D results for full 4D Plus analysis. Resolution was refined from 100 x 100 x 100 m cubes to 20 x 20 x 20 m, with analysis conducted to 500 metres depth.

Figure 1 — MANF-01 G1/R1 4D Plus Modelling isometric view below deposit
Figure 1 — Isometric view below deposit. Gold (yellow), rare earths (brown), diamonds (pink/magenta), silver (grey), copper (orange)
Figure 2 — MANF-01 G1/R1 4D Plus Modelling scaled isometric above deposit
Figure 2 — Scaled isometric view above deposit showing dimensional context

4D Plus Mineral Findings — G1/R1 Deposit

Gold
Total estimated: 160 kg across 303 cube columns
Average per column: 530 g (range: 115 g to 1,700 g)
Average deposit thickness: 23.3 m
Depth range: 2 m to 63 m
Surface area: 111,385 m² (refined from 103,079 m² in 2D)
Rare Earth Minerals
Total estimated: 3,300 kg
Primary minerals: Thulium (Tm), Ytterbium (Yb), Lutetium (Lu)
Also identified: Cerium, Neodymium, Samarium, Europium, Gadolinium, Dysprosium
Average deposit thickness: 9.8 m (depth: 7 m to 34 m)
Diamonds
Deposits identified: 3 significant deposits in R1
Average deposit thickness: 16.3 m
Depth range: 25 m to 55 m
Quantities and quality not directly investigated; Net Pay (position) interpreted from data
Silver
Deposits identified: 4 deposits in G1
Average deposit thickness: 8.6 m
Depth range: 2 m to 18 m
Orientations consistent with relative specific gravity (above gold, under copper)
Copper
Deposits identified: 8 deposits in G1
Average deposit thickness: 13.6 m
Depth range: 2 m to 45 m
Orientations consistent with relative specific gravity (above gold and silver)
Figure 3 — Diamond deposits isometric view
Figure 3 — Isometric view of diamond deposits (magenta), north-east perspective
Figure 4 — Silver and copper deposits isometric view
Figure 4 — Isometric view of silver (grey) and copper (orange) deposits, east perspective
Commercial Significance

What This Means for
Mineral-Rich Nations

For governments and mining companies working in regions where conventional exploration is expensive, slow, and environmentally disruptive, 4DHSI represents a fundamental shift in the economics of mineral discovery.

A conventional ground-based or airborne exploration programme covering 8.52 km² to 500 metres depth, across five mineral species simultaneously, would take years and cost tens of millions of dollars. The 4DHSI platform delivers equivalent or superior deposit characterisation data from existing satellite imagery — in weeks, at a fraction of the cost, with zero ground disturbance.

For countries like Guinea — resource-rich but capital-constrained — the ability to produce bankable deposit data for known but uncharacterised mineral concessions, without requiring large upfront exploration capital, opens new pathways to project financing, partner attraction, and in-country value realisation.

No Ground Disturbance

The entire analysis is conducted from existing satellite data. No drilling, trenching, or physical sampling is required at any stage of the 2D or 4D Plus process.

Multi-Mineral in One Pass

Gold, rare earth minerals, diamonds, silver, and copper are all identified and individually characterised in a single satellite analysis — not in sequential, mineral-specific campaigns.

Further Analysis Available

Further analysis and interpretation of any site can be performed on the basis of existing HSI satellite data. Additional site blocks, deeper profiling, and expanded mineral scope are all available within the platform.

Precision mineral mapping from orbit.

To discuss 4DHSI applications for a specific concession, country, or project, please contact REGA Global through our invitation-only engagement process.

Contact Us