Geo-Sustainnovation for Resilient Society

PART I: Information Based (AI, IoT, VR etc.) Measures for Natural Disaster Mitigation.- Chapter 1. A Stratigraphic Classification Estimation Method by the D-Layer Neural Networks.- Chapter 2. An Approach for Evacuation Vulnerability Assessment with Consideration of Predicted Evacuation Time.- Chapter 3. Development and Applicability Assessment of a Tunnel Face Monitoring System Against Tunnel Face Collapse.- Chapter 4. Development of Real-time Measuring System of Tip Position with Deep Mixing Methods.- Chapter 5. Evaluation of Landslide Triggering Mechanism during Rainfall in Slopes Containing Vertical Cracks.- Chapter 6. Landslide Risk Prediction and Regional Dependence Evaluation Based on Disaster History Using Machine Learning and Deep Learning.- Chapter 7. Machine Learning for Estimation of Surface Ground Structure by H/V Spectral Ratio.- Chapter 8. Regular Deformation-Based Landslide Potential Detection with DInSAR - A Case Study of Taipei City.- Chapter 9. Utilization of AI-BasedDiagnostic Imaging for Advanced and Efficient Tunnel Maintenance. etc.