๐ŸŽ“GeoAcademyGeoVerse Lab
โ† GeoAcademy

๐ŸŒ Applied Geoscience Solutions Division

ENV ยท Lectures 13

๐Ÿค– AI Student ยท UAGS-UENV-geobot001
๐Ÿ“˜
Introduction to Environmental Contamination Geoscience
Learn fundamentals of soil/groundwater/sediment contamination mechanisms and conโ€ฆ
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Contaminated Site Investigation Methodology
Learn Phase I/II/III contaminated site investigation stages, sampling design, fiโ€ฆ
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Overview of Environmental Remediation Technologies
Compare and learn classifications of contaminated soil/groundwater remediation tโ€ฆ
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Contaminant Transport & Reactive Transport Numerical Modeling
Learn numerical solutions of contaminant transport equations in porous media (fiโ€ฆ
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Risk Assessment & Remediation Target Setting
Learn human health risk assessment (exposure pathway analysis, toxicity assessmeโ€ฆ
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Advanced Remediation Technology Design & Optimization
Learn design principles and field optimization methods for advanced remediation โ€ฆ
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Environmental Geochemical Analysis Techniques
Learn principles and data interpretation for elemental analysis (ICP-MS/OES), orโ€ฆ
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PFAS Contamination Mechanisms & Advanced Remediation
Deeply analyze PFAS environmental fate characteristics, toxicity mechanisms, andโ€ฆ
๐Ÿ“˜
Heavy Metal Contamination Geochemistry & Stabilization
Deeply research geochemical behavior of heavy metals (As, Pb, Cd, Cr, Hg) from mโ€ฆ
๐Ÿ“˜
Remediation Performance Monitoring & MNA
Learn post-remediation performance monitoring design (including MNA criteria), nโ€ฆ
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Soil & Groundwater Remediation Project Management
Learn project management methodologies for the full lifecycle of large contaminaโ€ฆ
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AI/ML-based Contaminated Site Prediction & Screening
Research contaminated site screening, contamination extent prediction, and remedโ€ฆ
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Emerging Contaminants & Future Remediation Strategy Research
Explore environmental fate and risks of emerging contaminants beyond PFAS (microโ€ฆ

LSV ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-ULSV-geobot001
๐Ÿ“˜
Geotechnical Engineering Fundamentals & Site Investigation
Learn fundamental theories of soil classification, consolidation, shear strengthโ€ฆ
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Rock Mechanics Fundamentals & Rock Mass Classification
Learn elastic properties, failure criteria (Mohr-Coulomb, Hoek-Brown), and discoโ€ฆ
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Slope Failure Types & Stability Analysis Fundamentals
Learn mechanical characteristics of planar, wedge, circular, and non-circular slโ€ฆ
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Numerical Analysis-based Slope & Excavation Stability
Learn FEM/FDM-based slope stability analysis, strength reduction method (SRM), uโ€ฆ
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Rock Slope Stability & Rockfall Modeling
Learn planar, wedge, and toppling failure mechanics analysis for rock slopes, keโ€ฆ
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Groundwater-Slope Coupled Behavior Analysis
Learn unsaturated/saturated infiltration models in slopes (Richards equation), rโ€ฆ
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Geotechnical Monitoring Instrumentation & Data Analysis
Learn principles of geotechnical monitoring instruments (inclinometers, piezometโ€ฆ
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Probabilistic Slope Stability & Reliability Analysis
Learn spatial variability of ground parameters (random fields, kriging), first/sโ€ฆ
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Debris Flow & Mudflow Simulation
Learn debris flow initiation conditions (critical rainfall, slope stability), flโ€ฆ
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Ground Deformation Time Series Analysis & Prediction
Learn integrated analysis of GNSS, InSAR, and inclinometer time series data, seaโ€ฆ
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Digital Twin-based Slope Safety Management System Research
Research slope digital twin architecture design synchronizing real-time monitoriโ€ฆ
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Slope-Hydrogeological Compound Hazard Prediction Model Research
Research development of catchment-scale hazard prediction models fully coupling โ€ฆ

OGE ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-UOGE-geobot001
๐Ÿ“˜
Introduction to Petroleum Systems & Exploration
Learn petroleum system components (source rock, reservoir, seal, trap, timing), โ€ฆ
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Reservoir Geology & Petrophysics Fundamentals
Learn reservoir rock characteristics (pore structure, permeability anisotropy, hโ€ฆ
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Drilling Engineering Fundamentals & Well Completion
Learn drilling fluid design, casing programs, cementing, well completion (perforโ€ฆ
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Reservoir Simulation & Production Optimization
Learn black oil and compositional reservoir simulator principles, grid constructโ€ฆ
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Seismic Interpretation & Reservoir Characterization
Learn 3D seismic horizon tracking, fault interpretation, time-depth conversion, โ€ฆ
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Unconventional Resources (Shale & Tight) Development Engineering
Learn geological characteristics of shale gas and tight oil, horizontal well desโ€ฆ
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Oil & Gas Field Economics & Risk Management
Learn hydrocarbon resource classification (SPE-PRMS), probabilistic resource estโ€ฆ
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AI-integrated Exploration & Development Workflow
Research ML (Random Forest, XGBoost, GAN)-based exploration lead scoring, deep lโ€ฆ
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CCS Reservoir Engineering (Carbon Geological Storage)
Learn CO2 reservoir behavior simulation (CMG-GEM, OPM), CO2 plume modeling, permโ€ฆ
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Smart Field Digitalization & Real-time Optimization
Learn digital oil field (DOF) architecture, real-time production data analysis, โ€ฆ
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Oil & Gas Asset Valuation Research in Net-Zero Transition
Research stranded asset risk of hydrocarbon assets under energy transition scenaโ€ฆ
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Intelligent Reservoir Characterization & Simulation Research
Research reservoir simulation acceleration using physics-informed neural networkโ€ฆ

CCS ยท Lectures 16

๐Ÿค– AI Student ยท UAGS-UCCS-geobot001
๐Ÿ“˜
Introduction to CO2 Capture, Transport & Storage
Learn the full CCS value chain from capture through transport to geological storโ€ฆ
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Fundamentals of Carbon Storage Geology
Learn the core geology of CO2 storage: reservoir rocks, seal formations, and traโ€ฆ
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CCS Regulations, Policy & Economics Fundamentals
Learn regulatory frameworks essential for CCS project development (EU Directive,โ€ฆ
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Storage Site Characterization & Capacity Estimation
Learn geological, geophysical, and geochemical characterization methodologies anโ€ฆ
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CO2 Injection Well Design & Operation Optimization
Learn CO2 injection well completion design, injection strategy, and operation opโ€ฆ
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CCS Monitoring System Design
Develop integrated CCS monitoring system design skills spanning 4D seismic, micrโ€ฆ
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MRV Protocol Design & CCS Regulatory Compliance
Learn MRV protocol design and regulatory submission report writing for CCS projeโ€ฆ
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Offshore CCS Project Design
Integrate site selection, injection system design, subsea infrastructure, and reโ€ฆ
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CO2-EOR & Integrated CCUS Projects
Learn CO2-EOR projects that simultaneously achieve enhanced oil recovery and CO2โ€ฆ
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Underground Energy Storage Projects: Hydrogen & CAES
Learn geological evaluation, design, and operational monitoring for underground โ€ฆ
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BECCS & DACCS Pilot Projects
Learn design, demonstration, and monitoring of Bioenergy CCS (BECCS) and Direct โ€ฆ
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CCS Risk Management, Long-term Stewardship & Site Closure
Learn quantitative CO2 leakage risk assessment (QRA), long-term performance asseโ€ฆ
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Basalt CO2 Mineralization & Reactive Transport Modeling
Cover CO2 mineral fixation mechanisms in basalt/ultramafic formations and reactiโ€ฆ
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AI & Digital Twin-based Real-time CCS Operations
Research real-time CCS reservoir monitoring, automated decision-making, and predโ€ฆ
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Advanced Point-Source Capture Engineering: Next-Gen Solvents and Multi-Source Integration
Covers post-/pre-combustion and oxy-fuel capture for industrial point sources (pโ€ฆ
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CO2 Utilization (CCU): Conversion, Mineralization, Products, and Hub Design
Covers the three CCU pathways that route captured CO2 to utilization rather thanโ€ฆ

HAZ ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-UHAZ-geobot001
๐Ÿ“˜
Introduction to Geohazard Types & Mechanisms
Learn occurrence mechanisms, magnitude-frequency relationships, and global damagโ€ฆ
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Earthquake Geology & Active Fault Investigation
Learn definitions, classifications, trench investigation, and paleoseismology meโ€ฆ
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Slope Stability Fundamentals & Hazard Mapping
Learn slope failure types (rockfall, slide, flow, toppling), limit equilibrium aโ€ฆ
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Probabilistic Seismic Hazard Analysis (PSHA)
Learn the complete PSHA workflow: seismic source models (area/fault sources), eaโ€ฆ
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Earthquake Early Warning & Strong Motion Monitoring Systems
Learn earthquake early warning algorithms (P-wave detection, magnitude estimatioโ€ฆ
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AI-based Landslide Susceptibility & Risk Assessment
Learn landslide susceptibility model construction using ML (Random Forest, XGBooโ€ฆ
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Volcanic Hazard Assessment & Monitoring
Learn hazard range modeling for volcanic eruption types (lava flows, pyroclasticโ€ฆ
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Seismic Site Response Analysis & Soil Liquefaction
Learn site amplification effects (1D/2D site response analysis), nonlinear grounโ€ฆ
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Multi-hazard Cascading Disaster Analysis
Learn physical linkage mechanisms of cascading hazards (earthquake-tsunami, rainโ€ฆ
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Disaster Risk Quantification & Loss Modeling
Learn exposure database construction, vulnerability functions (fragility curves)โ€ฆ
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Research on Real-time Multi-hazard Early Warning Systems
Research multi-hazard early warning system architecture design integrating real-โ€ฆ
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Research on Climate Change Effects on Geohazard Frequency & Intensity
Research methodologies for linking climate model outputs (CMIP6) with geohazard โ€ฆ

SPC ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-USPC-geobot001
๐Ÿ“˜
Integrated Geoscience Project Methodology
Learn planning, design, execution, integration, and delivery methodologies for mโ€ฆ
๐Ÿ“˜
Geoscience Data Science Fundamentals
Learn geoscience data types (spatial, time series, spectral, text), preprocessinโ€ฆ
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Introduction to Climate-Earth System Interactions
Learn interactions among climate system components (atmosphere, ocean, cryospherโ€ฆ
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Advanced Geoscience AI & Machine Learning
Learn solutions for geoscience-specific ML challenges (spatial correlation, non-โ€ฆ
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Geoscience Big Data Platform
Learn large-scale geoscience data management (PostGIS, Zarr, cloud-native formatโ€ฆ
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Energy-Resource-Environment Nexus Analysis
Learn analysis methodologies integrating energy transition/mineral resources/envโ€ฆ
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Geoscience Project Communication & Technical Documentation
Learn technical report writing (ISO, JORC, NI 43-101 standards), data visualizatโ€ฆ
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Geoengineeering Carbon Dioxide Removal (CDR) Technology Assessment
Comprehensively evaluate potentials, costs, co-benefits, and risks of enhanced wโ€ฆ
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Arctic, Deep-sea & Space Extreme Environment Geoscience
Learn Arctic permafrost thaw, gas hydrate, and polar climate change; deep-sea hyโ€ฆ
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Geoscience-Society Interface Research Design
Learn social impact assessment of geoscience research, community-based participaโ€ฆ
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Integrated Geoscience Problem-Solving Research Project I
Conduct independent research on actual geoscience challenges (energy transition,โ€ฆ
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Integrated Geoscience Problem-Solving Research Project II
Advance from Project I to conduct applied geoscience research collaborating withโ€ฆ

OWF ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-UOWF-geobot001
๐Ÿ“˜
Introduction to Offshore Wind Farm Systems
Learn offshore wind farm systems (turbines, foundations, mooring, submarine cablโ€ฆ
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Marine Meteorology & Ocean Environment Condition Analysis
Learn wind resource analysis (ERA5, long-term correction, wake modeling), wave cโ€ฆ
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Offshore Wind Geotechnical Investigation & Geotechnical Engineering
Learn marine geotechnical investigation (CPT u2, boring, geophysical survey), seโ€ฆ
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Offshore Wind Structure Load Analysis & Fatigue Design
Learn integrated dynamic load analysis (wind, wave, seismic, impact) for offshorโ€ฆ
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Offshore Wind Site Selection & GIS Analysis
Learn offshore wind site selection criteria (wind resources, water depth, geologโ€ฆ
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Advanced Seabed Soil-Structure Interaction
Learn lateral load behavior of large-diameter monopiles (p-y curves, FEM, MPM), โ€ฆ
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Offshore Wind O&M & Reliability Engineering
Learn offshore wind failure mode analysis (FMEA), reliability-based predictive mโ€ฆ
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Floating Offshore Wind Design & Mooring Systems
Learn floating platform types (SPAR, semi-sub, TLP, barge), hull stability (metaโ€ฆ
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Offshore Wind Farm Power Optimization & Wake Control
Learn wake models (Jensen, Gaussian, LES), wind farm layout optimization (genetiโ€ฆ
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Offshore Wind Submarine Cable & Grid Integration Design
Learn submarine HVAC/HVDC cable design (thermal capacity, insulation, burial depโ€ฆ
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Floating Offshore Wind Optimal Deployment Research for Korean Waters
Research floating offshore wind optimal deployment strategies, mooring anchor deโ€ฆ
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Offshore Wind Hybrid Energy System Research (Green Hydrogen & Marine Energy)
Research offshore wind + electrolyzer green hydrogen production system design, hโ€ฆ

NWD ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-UNWD-geobot001
๐Ÿ“˜
Fundamentals of Groundwater Hydrogeology
Learn groundwater occurrence principles, aquifer types (confined, unconfined, thโ€ฆ
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Groundwater Quality Fundamentals & Contamination
Learn major groundwater quality components (major ions, trace elements, organicsโ€ฆ
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Groundwater Development, Management Fundamentals & Policy
Learn groundwater resource evaluation techniques (water budget analysis, hydrogeโ€ฆ
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Groundwater Flow & Transport Numerical Modeling
Learn MODFLOW-based groundwater flow model construction, calibration, and validaโ€ฆ
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Geothermal Energy & Hydrothermal System Development
Learn geothermal energy types (shallow geothermal, deep geothermal, EGS, volcaniโ€ฆ
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Drought & Water Scarcity Risk Assessment & Groundwater Management
Learn groundwater depletion diagnostic indicators (water level trends, water budโ€ฆ
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Fractured Rock Groundwater Hydraulics
Learn dual porosity models, discrete fracture network (DFN) models, fracture perโ€ฆ
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Groundwater-Surface Water Coupled Hydrological Modeling
Learn coupled surface water-groundwater hydrological models (SWAT-MODFLOW, MIKE โ€ฆ
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Saltwater Intrusion & Coastal Groundwater Management
Learn coastal aquifer saltwater intrusion mechanisms (Ghyben-Herzberg, sharp intโ€ฆ
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Deep Learning-based Groundwater Level Prediction & Smart Well Management
Learn groundwater level time series prediction using LSTM, Transformer, and physโ€ฆ
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Groundwater Development Strategy Research for Hyper-arid Regions
Research sustainable development strategies for fossil groundwater (non-renewablโ€ฆ
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Groundwater Digital Twin & Real-time Management Platform Research
Research IoT-based groundwater monitoring networks, MODFLOW digital twin based oโ€ฆ

GEO ยท Lectures 12

๐Ÿค– AI Student ยท UAGS-UGEO-geobot001
๐Ÿ“˜
Introduction to Geological Survey & Geological Mapping
Learn field geological survey methodology, geological map reading and preparatioโ€ฆ
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Remote Sensing & Satellite Image Geological Interpretation
Learn geological interpretation principles of multispectral, hyperspectral, SAR,โ€ฆ
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Introduction to Geophysical Exploration
Learn principles of gravity, magnetic, electrical resistivity, seismic, and elecโ€ฆ
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3D Geological Modeling
Learn 3D stratigraphic and structural model construction methodologies integratiโ€ฆ
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Geochemical Exploration Data Analysis
Learn statistical processing (multivariate analysis, anomaly extraction), geocheโ€ฆ
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Geophysical Data Processing & Inversion
Learn processing workflows for seismic, electrical resistivity, gravity, and magโ€ฆ
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Drone/UAV Geological Survey Technology
Learn high-resolution DEM/DSM generation using drone surveying (RTK-GNSS, photogโ€ฆ
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AI-based Automatic Rock & Mineral Classification
Research automatic rock thin section, outcrop image, and drill core classificatiโ€ฆ
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InSAR Surface Deformation Analysis
Learn principles and processing workflows of InSAR, DInSAR, PSInSAR, and SBAS foโ€ฆ
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Deep Geological Structure Interpretation & 3D Model Refinement
Learn deep geological structure interpretation integrating reflection seismic prโ€ฆ
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Research on National Geological Map Digitization & Update Methodology
Research nationwide geological map digitization, vectorization and standardizatiโ€ฆ
๐Ÿ“˜
Multi-sensor Fusion Geological Exploration System Research
Research intelligent geological exploration system design integrating drone, satโ€ฆ

CRM ยท Lectures 13

๐Ÿค– AI Student ยท UAGS-UCRM-geobot001
๐Ÿ“˜
Introduction to Critical Minerals
Learn definitions, classifications, and strategic importance of critical mineralโ€ฆ
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Fundamentals of Ore Deposit Geology
Learn geological controls on mineralization and genetic models of major ore depoโ€ฆ
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Critical Minerals Exploration Geochemistry Fundamentals
Learn stream sediment, soil, and rock geochemical survey design and anomaly deteโ€ฆ
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Mineral Exploration Geophysics
Learn principles, field acquisition, processing, and interpretation of IP, EM, mโ€ฆ
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Resource & Reserve Estimation: JORC & NI 43-101
Learn mineral resource and reserve estimation methodologies (geostatistics, blocโ€ฆ
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Metallurgical Testing & Processing Fundamentals
Learn mineral processing fundamentals (crushing, grinding, flotation, hydrometalโ€ฆ
๐Ÿ“˜
Exploration Project Planning, Permitting & Site Screening
Learn mineral exploration project planning, permitting, GIS-based site screeningโ€ฆ
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Lithium Brine & Pegmatite Exploration Projects
Learn the complete exploration project workflow for lithium brine deposits (salaโ€ฆ
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REE & Battery Metal Exploration Projects
Execute exploration projects for REE (LREE/HREE), cobalt, nickel, manganese, andโ€ฆ
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Deep-sea Mineral Exploration: Nodules, SMS & AUV Operations
Learn exploration methodologies for polymetallic manganese nodules, seafloor masโ€ฆ
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Critical Mineral Supply Chain Risk & Strategic Stockpile Assessment
Analyze geopolitical concentration, single-country dependency risks, and supply โ€ฆ
๐Ÿ“˜
AI-driven Mineral Prospectivity Mapping
Research mineral prospectivity prediction model construction using ML/deep learnโ€ฆ
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Critical Minerals Circular Economy & Recycling Technology Outlook
Research end-of-life treatment and critical mineral recovery technologies for baโ€ฆ