04380nam a22006255i 4500 978-981-99-9219-5 DE-He213 20251030111505.0 cr nn 008mamaa 240307s2024 si | s |||| 0|eng d 9789819992195 978-981-99-9219-5 10.1007/978-981-99-9219-5 doi TA1-2040 TN bicssc TEC009020 bisacsh TN thema Geo-Sustainnovation for Resilient Society [electronic resource] : Select Proceedings of CREST 2023 / edited by Hemanta Hazarika, Stuart Kenneth Haigh, Babloo Chaudhary, Masanori Murai, Suman Manandhar. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XXV, 403 p. 250 illus., 224 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Civil Engineering, 2366-2565 ; 446 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. This book presents select proceedings of the 2nd International Conference on Construction Resources for Environmentally Sustainable Technologies (CREST 2023), and focuses on sustainability, promotion of new ideas and innovations in design, construction and maintenance of geotechnical structures with the aim of contributing towards climate change adaptation and disaster resiliency to meet the UN Sustainable Development Goals (SDGs). It presents latest research, information, technological advancement, practical challenges encountered, and solutions adopted in the field of geotechnical engineering for sustainable infrastructure towards climate change adaptation. This volume will be of interest to those in academia and industry alike. Civil engineering. Environmental engineering. Engineering geology. Biotechnology. 65162 Bioremediation. 66107 Civil Engineering. Environmental Civil Engineering. Geoengineering. Environmental Engineering/Biotechnology. 66109 Hazarika, Hemanta. editor. edt http://id.loc.gov/vocabulary/relators/edt 72033 Haigh, Stuart Kenneth. editor. edt http://id.loc.gov/vocabulary/relators/edt 72034 Chaudhary, Babloo. editor. edt http://id.loc.gov/vocabulary/relators/edt 72035 Murai, Masanori. editor. edt http://id.loc.gov/vocabulary/relators/edt 72036 Manandhar, Suman. editor. edt http://id.loc.gov/vocabulary/relators/edt 72037 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819992188 Printed edition: 9789819992201 Printed edition: 9789819992218 Lecture Notes in Civil Engineering, 2366-2565 ; 446 https://doi.org/10.1007/978-981-99-9219-5 ZDB-2-ENG ZDB-2-SXE 58170 58170