Types of deposits of which mineralogy and alteration mineralogy is identified by TerraEye
Porphyry Copper Deposits (PCD)
These are
large, low-grade deposits associated with volcanic activity. They form in the
upper crust when magma rises and cools, leading to hydrothermal alteration.
Despite having a relatively low copper content (0.3-2%), porphyry deposits are
crucial sources of copper, as well as byproducts like molybdenum, gold, and
silver. Their economic significance comes from their vast size, and often low
depth which allows for open-pit mining.
Ultramafic-Hosted
Deposits
Found in
ultramafic rocks (rich in magnesium and iron), these deposits are commonly
associated with nickel, copper, and platinum group elements. The formation
occurs when magma derived from the mantle cools, leading to the concentration
of these metals. Ultramafic-hosted deposits are key sources for nickel and
platinum, essential for industries like electronics and renewable energy
technologies
Lateritic
Deposits
Laterites
form in tropical environments through the intense weathering of ultramafic
rocks, concentrating metals like nickel, cobalt, and iron. These deposits are
surface expressions and are typically mined using open-pit methods. Lateritic
nickel ores are important for the production of stainless steel and batteries
Lithium-Bearing
Pegmatites (LCT)
LCT
(Lithium-Cesium-Tantalum) pegmatites are coarse-grained igneous rocks that
contain significant concentrations of lithium, typically in the form of
spodumene or petalite. These deposits form from highly fractionated granitic
melts and are a critical source of lithium, which is essential for battery
technologies and the growing electric vehicle market
Hydrothermal
Gold Deposits
These
deposits form from hot, mineral-rich fluids that ascend through fractures and
fissures in the Earth's crust, precipitating gold along with quartz and other
minerals. Hydrothermal gold deposits are often found in association with
volcanic and tectonic activity and are a major source of gold globally,
especially in regions with significant geologic activity
Iron
Oxide Copper Gold (IOCG) Deposits
IOCG
deposits are characterized by the presence of copper, gold, and iron oxides
(mainly hematite and magnetite). These deposits form through hydrothermal
processes where fluids interact with iron-rich rocks, creating large, low-grade
ore bodies. In addition to copper and gold, they can contain rare earth
elements, making them economically valuable.
Method
of identifying different types of deposits
TerraEye
uses a mechanism to identify the potential occurrence of individual types of
deposits, which consists in detecting specific groups of minerals and
individual minerals whose occurrence in the field usually constitutes the occurrence
of a given type of deposit.
Porphyry Copper deposits (PCD) |
Ultramafic-hosted deposits |
Lateritic deposits |
Lithium-bearing pegmatites (LCT) |
Hydrothermal Gold deposits |
Iron Oxide Copper Gold deposits (IOCG) |
Muscovite |
Serpentine (Chrysotile) |
Goethite |
Muscovite |
Muscovite |
Amphibole |
Biotite |
Serpentine (Lizardite) |
Hematite |
Biotite |
Biotite |
Amphibole (Hornblende |
Hematite |
Serpentine (Antigorite) |
Kaolinite |
Sericite |
Hematite |
Amphibole (Actinolite) |
Goethite |
Olivine |
Serpentine (Chrysotile) |
Goethite |
Goethite |
Epidote |
Jarosite |
Pyroxene |
Serpentine (Lizardite) |
Kaolinite |
Jarosite |
Sericite |
Illite |
Talc |
Serpentine (Antigorite) |
Chlorite EMIT |
Illite |
Apatite |
Kaolinite |
Amphibole |
Gibbsite |
Chlorite (Clinochlore) |
Kaolinite |
Chlorapatite |
Montmorillonite |
Amphibole (Hornblende) |
Epidote |
Montmorillonite |
Fluorapatite |
|
Alunite |
Amphibole (Actinolite) |
Montebrasite |
Alunite |
Chlorite |
|
Epidote |
Hematite |
Halloysite |
Epidote |
Chlorite (Clinochlore |
|
Chlorite |
Goethite |
Chlorite |
Pyroxene |
||
Chlorite (Clinochlore) |
Magnetite |
Chlorite (Clinochlore) |
Pyroxene (Augite) |
||
Sericite |
Magnesite |
Sericite |
Pyroxene (Diopside) |
||
Magnetite |
Brucite |
Magnetite |
Magnetite |
||
Calcite |
Chromite |
Calcite |
|||
Dickite EMIT |
Dickite |
||||
Pyrophyllite |
Pyrophyllite |
||||
Buddingtonite |
Buddingtonite |
TerraEye utilizes advanced algorithms such as Spectral Angle Mapper (SAM) and Mixture-Tuned Matched Filtering (MTMF) to accurately identify individual minerals. These algorithms process hyperspectral satellite data to detect and map the presence of specific minerals across large areas, making mineral exploration more precise and efficient. By using these techniques, TerraEye helps streamline the exploration process, reducing costs and improving the accuracy of mineral mapping.