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Remote Sensing Analysis Accelerates Copper-Silver Exploration at AX Project

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TerraEye recently completed a rapid, comprehensive remote sensing analysis for the AX copper-silver project in northern British Columbia, demonstrating how our automated processing capabilities and expert team can deliver actionable exploration insights within weeks. The Challenge Consulting geologist Christopher Baldys, P.Eng. approached TerraEye seeking to enhance geological understanding of the AX project, located 50 km northeast of Cassiar. The project area presented several challenges typical for exploration in British Columbia: Dense vegetation cover limiting bedrock exposure Complex geological setting with multiple mineralization styles Recent forest fire activity changing surface conditions Need for rapid, cost-effective targeting before the field season Our Approach TerraEye deployed its automated processing pipeline to rapidly analyze multiple satellite datasets: High-resolution PlanetScope imagery (3-4m resolution) Sentinel-2 multispectral data EnMAP hyperspect...
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What are Siamese Networks, How Do They Work and how to apply them to mineral exploration?

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  Siamese Networks (SN) are an AI solution within neural network architecture, designed for tasks that involve comparing two data inputs to determine their similarity or difference. The paired structure allows the network to learn a “similarity metric,” which is especially useful in scenarios where subtle differences between input data are essential. In image processing, for instance, Siamese Networks are applied in facial recognition and signature verification tasks, where distinguishing fine-grained details is crucial. In the context of mineral detection, Siamese Networks have shown remarkable potential. Their architecture makes them adept at recognizing complex patterns in hyperspectral images, which contain plenty of spectral data across a specific for the product range of wavelengths. By analyzing spectral signatures—unique patterns of light absorption and reflection distinct for each mineral—Siamese Networks can learn and detect specific minerals with greater precision than t...
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TerraEye's Points-Based System: Powering Flexible, Cost-Efficient Mineral Exploration and Environmental Monitoring

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At TerraEye, we’re reimagining how explorers, consultants, and companies use satellite data for mineral exploration and environmental monitoring. We know that every project is different, and with our innovative points-based system, TerraEye provides flexibility and precision to ensure you get the exact data and analysis you need. With our system, you control your budget and can plan your exploration with confidence, knowing exactly how each action impacts your points balance. In this article, we’ll dive deep into how the points-based system works, how points are calculated, and what users can accomplish within the TerraEye platform. From choosing the right satellite data sources to ordering additional processing and environmental monitoring, TerraEye’s points-based approach gives you complete control over your project. How the Points System Works The TerraEye points system is built to provide users with the flexibility to perform various tasks across their chosen Areas of Interest (AOI...
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Unlock the Power of Satellite Data, Remote Sensing, and Artificial Intelligence with TerraEye

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TerraEye revolutionizes mineral exploration and environmental monitoring by integrating advanced artificial intelligence (AI) into its platform. By transforming vast amounts of raw satellite data into actionable insights, TerraEye enables faster, more accurate, and cost-effective decision-making processes. Decoding AI in Geology At TerraEye, we believe that AI should be a transparent tool, not a black box. Our AI solutions are designed to help uncover insights that might have been missed, providing clarity rather than confusion. We collaborate closely with expert exploration geologists who contribute their knowledge to train and refine our algorithms. This partnership ensures that our AI is grounded in real-world expertise, enhancing its effectiveness and reliability. AI Clustering for Geological Analysis One of the major AI applications in TerraEye’s platform is its use of AI-based clustering algorithms, such as K-means , for lithological mapping. This process involves applying machin...
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The Evolution of Mineral Exploration: How Spectral Remote Sensing is Improving Discovery Success

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The insights in this report are drawn from a thorough analysis of press releases, industry websites, research papers, and expert articles. While we didn’t have direct access to every company’s internal data, our approach synthesizes publicly available information to uncover the impact of spectral remote sensing on exploration success. It's important to note that spectral remote sensing is a tool, and its effectiveness depends significantly on how its results are used by professionals in the field. The technology tends to work best in less vegetated areas where mineral signatures can be more easily detected. However, at TerraEye, we’re working hard to expand its applicability, even in heavily forested regions by applying numerous complex techniques. Despite the clear benefits, our review of press releases and industry reports revealed some interesting gaps. While there’s a wealth of information from satellite data providers (although very general and generic), mining companies the...
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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 weather...
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