<p> </p><ul><li>1.1 Background and Research Objectives</li><li>1.2 Importance of Remote Sensing in Geological Mapping</li><li>1.3 Scope and Research Questions</li><li>1.4 Significance for Resource Exploration and Environmental Monitoring</li><li>1.5 Thesis Structure</li></ul><br> <ul><li>2.1 Overview of Remote Sensing Techniques</li><li>2.2 Applications in Geological Mapping</li><li>2.3 Previous Studies and Case Examples</li><li>2.4 Advancements in Satellite Imaging and LiDAR Technology</li><li>2.5 Theoretical Framework</li></ul> <ul><li>3.1 Selection of Study Area</li><li>3.2 Data Acquisition: Satellite Imagery and LiDAR</li><li>3.3 Image Processing and Analysis Techniques</li><li>3.4 Integration with Ground Truth Data</li><li>3.5 Accuracy Assessment and Validation Procedures</li></ul> <ul><li>4.1 Geological Mapping Using Remote Sensing Data</li><li>4.2 Identification of Geologic Features and Structures</li><li>4.3 Comparison with Traditional Mapping Approaches</li><li>4.4 Validation of Remote Sensing Results</li><li>4.5 Applications for Resource Exploration and Environmental Monitoring</li></ul> <ul><li>5.1 Summary of Remote Sensing Applications</li><li>5.2 Contributions to Geological Mapping</li><li>5.3 Limitations and Suggestions for Future Research</li><li>5.4 Practical Implications for Industry and Environmental Management</li><li>5.5 Recommendations for Further Research and Technological Advancements</li></ul> <br> <br><p></p>