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Information Technology in Geo-Engineering

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Cover of 'Information Technology in Geo-Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 A Holistic Approach for Visualization of Transportation Infrastructure Assets Using UAV-CRP Technology
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    Chapter 2 Learning from Field Measurements Through Heuristic Back Analysis
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    Chapter 3 Application of Artificial Intelligence in Geo-Engineering
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    Chapter 4 A Bayesian Network for Both Land Subsidence Risk and Soil Contamination Risk Evaluation in Large-Scale Reclaimed Lands of Shanghai, China
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    Chapter 5 A Fast Metro Tunnel Profile Measuring Method Based on Close-Range Photogrammetry
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    Chapter 6 Automatic Interpretation of Small Strain Shear Modulus Measurement Using Bender Elements
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    Chapter 7 Cesium Based Lightweight WebBIM Technology for Smart City Visualization Management
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    Chapter 8 Failure Forecast Warning Research and In-Situ Online Monitoring of Tailings Dam Engineering
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    Chapter 9 Geostatistical Analysis of Settlements Induced by Liquefaction – Case Study River Lis Alluviums, Portugal
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    Chapter 10 Geochemical Characterization of Carbonate Rocks of the Uíge’s Municipality (Angola), for Cement Industry
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    Chapter 11 Information Technology and a New Theory for the Verification of the Location of the Ancient City of Helike in Achaia, Greece
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    Chapter 12 Infrastructure Smart Service System Based on Microservice Architecture
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    Chapter 13 Reducing Power Consumption of Weather Stations for Landslide Monitoring
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    Chapter 14 3D Geological Modelling: A Case Study for Singapore
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    Chapter 15 A Data-Driven Approach for Direct Assessment and Analysis of Traffic Tunnel Resilience
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    Chapter 16 Artificial Neural Network Based Online Rockmass Behavior Classification of TBM Data
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    Chapter 17 Big Data Analysis of Structural Defects and Traffic Accidents in Existing Highway Tunnels
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    Chapter 18 Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification
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    Chapter 19 Data Standardization of Geological Information for Rock Tunnel Engineering
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    Chapter 20 Extension of the AGS Format to Incorporate Ground Model and Interpreted Data
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    Chapter 21 Machine Learning Predictive Models for Pile Drivability: An Evaluation of Random Forest Regression and Multivariate Adaptive Regression Splines
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    Chapter 22 Physically-Based Object-Oriented Databases for Geotechnical Engineering
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    Chapter 23 Prediction of Forward Tunnel Face Score of Rock Mass Classification for Stability by Applying Machine Learning to Drilling Data
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    Chapter 24 Quantitative Analysis of Seasonal Uncertainty of Metro Tunnel’s Long-Term Longitudinal Settlement via Hierarchy Bayesian Network
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    Chapter 25 Rockburst Prediction Based on Particle Swarm Optimization and Machine Learning Algorithm
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    Chapter 26 Smart Barrier Box for Monitoring and State Conditions Evaluation of Rockfall Barrier Systems
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    Chapter 27 Use of Multivariate Adaptive Regression Splines (MARS) in the Performance Prediction of Anti-floating Anchors
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    Chapter 28 Using Hierarchical Temporal Memory to Detect City Infrastructure Anomalies
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    Chapter 29 Automatic Monitoring System of Blasting Vibration and Its Application Based on TC6850
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    Chapter 30 Comparison of Data-Driven Methods for Evaluating Earthquake-Induced Liquefaction Potential
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    Chapter 31 Data-Fusion in Geotechnical Applications
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    Chapter 32 Design for Support Patterns of NATM Tunnel Using Machine Learning
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    Chapter 33 Prediction of the Soil Water Retention Curve from Basic Geotechnical Parameters by Machine Learning Techniques
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    Chapter 34 Predictions of Weekly Soil Movements Using Moving-Average and Support-Vector Methods: A Case-Study in Chamoli, India
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    Chapter 35 Spatial Sustainability Assessment Framework for Civil Infrastructure Condition
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    Chapter 36 Stress-Strain Modelling of Soils in Drained and Undrained Conditions Using a Multi-model Intelligent Approach
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    Chapter 37 Identification of Contacts in Volumetric Images of Granular Soils
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    Chapter 38 Joint Field Data Collection Simplified by the Use of Photogrammetry
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    Chapter 39 Multisensory System Research for Large Area Deformation Based on Optical Measuring with UAV and Ground Visual Assists
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    Chapter 40 Reducing Fracturing Pressure by Using Novel Stimulating Technique for Ultra-tight Rock
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    Chapter 41 BIM in Geotechnics - Application to Road and Railway Construction
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    Chapter 42 Case Study on the BIM-Based Design of a Complicated Underground Road Hub Above Crisscross Metro-Lines by a Combined Numerical Method
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    Chapter 43 Design and Application of Automatic Monitoring and BIM Technology to the Construction of Shield-Bored Underneath Building
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    Chapter 44 Proposition of Sustainable and Long-Term Geotechnical Data Management to Support Building Information Modeling
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    Chapter 45 Prediction of Rate of Penetration Based on Random Forest in Deep Well
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    Chapter 46 Territory-Wide Identification of Geological Features on Aerial Photographs Using Machine Learning for Slope Safety Management
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    Chapter 47 Towards a Pile Quality Prediction for Screw Displacement Piles Using Bayesian Networks
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    Chapter 48 Automated Production Control System of Embankment Materials at Rock-Fill Dam
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    Chapter 49 Continuous Compaction Control – Mathematical Models and Parameter Identification
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    Chapter 50 Correlating Continuous Compaction Control Measurements to In Situ Modulus-Based Testing for Quality Assessment of Compacted Geomaterials
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    Chapter 51 On Frequent Evaluation of Compacted States and Soil Properties by Soil Stiffness Index Measurements
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    Chapter 52 Research on Intelligent Control and Evaluation Technology for Soil-Cement Mixing Pile Construction
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    Chapter 53 Application of a Generalised MPK Model with Data Fusion Approaches for Landslide Risk Assessment
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    Chapter 54 Estimated Monitoring Methodology for the Tailings Dam Stability
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    Chapter 55 Experimental Characteristics of Bolt-Reinforced Slope Motion Based on MEMS Sensors
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    Chapter 56 Experimental Investigation of Reinforced Slopes’ Response, to Increased Surcharge Load, with the Use of Optic Fibre Sensors
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    Chapter 57 Image Analysis and Structural Monitoring of Physical Geotechnical Models Subjected to Seismic Loading
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    Chapter 58 Integrated Monitoring of Seasonal Variations and Structural Responses to Enable Intelligent Asset Management of Road Infrastructures
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    Chapter 59 Measurement of Pile Cover Thickness Using Distributed Fibre Optic Sensors
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    Chapter 60 Monitoring and Regulating Tidal Influenced Groundwater Heads During Reconstruction Works of a Hydraulic Barrier Structure at the Eider Estuary in Germany
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    Chapter 61 Monitoring of Ground Behavior During the Excavation of an Underground Ramp
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    Chapter 62 Optimization of Location of Robotic Total Station in 3D Deformation Monitoring of Multiple Points
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    Chapter 63 Research on Application of Infrastructure Smart Service System (iS3) on Prediction of Excavation in a Subway Station of Ningbo Metro
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    Chapter 64 Securing the Future of Cultural Heritage Sites, Utilizing Smart Monitoring Technologies: From the Laboratory Applications to the Acropolis of Athens
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    Chapter 65 Smart Monitoring of Sinkhole Formation Using Optic Fibre Technology
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    Chapter 66 A Python-Driven Application for Evaluating Lifecycle Resilience of Water Distribution Network
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    Chapter 67 Estimating Tunneling-Induced Settlement of a Pipeline Buried in Heterogeneous Ground Through Stochastic FEM by Bridging Available Tools
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    Chapter 68 Use of Geotechnical Asset Data Within Highways England: The Journey so Far and the Future
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    Chapter 69 Analytics over Multi-sensor Time Series Data – A Case-Study on Prediction of Mining Hazards
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    Chapter 70 CPT-Based Assessment of Densification After Ground Improvement with Rigid Inclusions and Rammed Aggregate Piers ® (RAP)
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    Chapter 71 Determining Sampling Points Using Railway Track Structure Data Analysis
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    Chapter 72 Explosion-Induced Vibrations During the Excavation of an Underground Space Under Preservable Masonry Buildings
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    Chapter 73 Identification of Persistent Discontinuities on a Granitic Rock Mass Through 3D Datasets and Traditional Fieldwork: A Comparative Analysis
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    Chapter 74 Numerical Investigation on the Stability of Soil-Cement Columns Reinforced Riverbank
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    Chapter 75 Numerical Study on Ground Subsidence Due to Crushing Single Isolated Boulder by Tunnelling
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    Chapter 76 Performance Evaluation of Loess-Post Harvest Waste Mixture: Insights from Residential House on Loess Plateau, China
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    Chapter 77 Shear Strength Behavior and Finite Element Modelling of Soil Mixtures Under Low Confining Pressure
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Title
Information Technology in Geo-Engineering
Published by
Springer International Publishing, November 2019
DOI 10.1007/978-3-030-32029-4
ISBNs
978-3-03-032028-7, 978-3-03-032029-4
Editors

Correia, António Gomes, Tinoco, Joaquim, Cortez, Paulo, Lamas, Luís

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