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Welcome to another module of MNG 230: Introduction to Mining Engineering, taught through the Penn State Department of Energy & Mineral Engineering (EME). In this lesson, Dr. Shekhar Bhattacharyya guides you through the earliest and most crucial stage of the mining life cycle: identifying, sampling, and evaluating mineral deposits. If you’ve ever wondered how mining companies know where valuable minerals are hiding underground, this module explains the science and engineering behind it. ⭐ Prospecting vs. Exploration Before a mine can exist, we must first find and then define the deposit. 🔹 Prospecting Performed mainly by geoscientists Uses geologic mapping, geophysical surveys, geochemical sampling Goal: locate potential mineral concentrations 🔹 Exploration Led by mining engineers Defines the deposit’s shape, size, depth, grade, and geotechnical properties Includes drilling, sampling, and testing Determines whether a deposit is economically mineable These stages provide the foundation for resource estimation and mine design. ⭐ Drilling & Sampling Methods Accurate sampling is at the heart of evaluating a mineral deposit. 🔹 Core Drilling Produces intact cylinders of rock Preserves structure for geotechnical analysis More expensive, but gives highest-quality data 🔹 Rotary/Reverse Circulation Drilling Produces chips (cuttings), not solid core Faster and more cost‑effective Useful for early‑stage grade estimation A well‑designed drilling pattern reduces risk and ensures reliable grade continuity. ⭐ How We Classify Resources & Reserves Understanding these terms is essential in mining, finance, and regulation. 🔹 Mineral Resources Deposits with potential economic extraction: Measured — highest confidence Indicated — moderate confidence Inferred — lowest confidence 🔹 Mineral Reserves The economically mineable portion of the resource: Proved — high certainty; from measured resources Probable — moderate certainty; from indicated resources These classifications drive investment decisions, feasibility studies, and long‑term mine planning. ⭐ Reserve Estimation Methods Engineers use spatial modeling to estimate quantity and grade: Polygonal Method Triangular (Triangulation) Method Inverse Distance Weighting (IDW) These techniques calculate weighted averages and account for each drill hole’s area of influence. ⭐ Cut‑Off Grade & Stripping Ratio Economic evaluation determines what portion of the deposit should be mined. 🔹 Cut‑Off Grade The minimum grade needed for the ore to be profitable. Material below this value becomes waste. 🔹 Stripping Ratio (SR) The amount of waste that must be removed for each unit of ore. Higher SR = higher cost Determines surface mining limits and pit economics These calculations indicate where mining should stop and whether deeper zones remain profitable. ⭐ Why This Matters Prospecting and exploration determine: Whether a deposit has value How it should be mined What risks exist Whether a project can attract investment How engineers design safe, efficient, and sustainable mines It’s the foundation of every successful mining operation. 🎓 Why Study Mining at Penn State? Penn State’s Department of Energy & Mineral Engineering prepares students to lead in: Mineral exploration & resource evaluation Sampling design & drilling programs Geostatistics and reserve modeling Mining feasibility analysis Responsible resource development Students graduate ready to work in exploration, consulting, operations, technology development, and georesource engineering.