Digging Deeper: The Role of Big Data Analytics in Geotechnical Investigations
This review paper explores the transformative role of big data analytics in geotechnical engineering, transferring past conventional methods to a data-driven paradigm that complements decision-making and precision in subsurface investigations. By integrating large statistics analytics with geotechni...
| Published in: | E3S Web of Conferences |
|---|---|
| Main Authors: | Vani V. Divya, Helena Raj Vijilius, Dutt Amit, Raveendranath Reshma, Tyagi Lalit Kumar, Almusawi Muntather, Yadav Dinesh Kumar |
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2024-01-01
|
| Subjects: | |
| Online Access: | https://www.e3s-conferences.org/articles/e3sconf/pdf/2024/59/e3sconf_icsmee2024_04012.pdf |
Similar Items
Innovative Utilization of Fly Ash in Geotechnical Engineering: An Analytical Review Supported by Extensive Geotechnical Testing
by: Saraswat Vivek, et al.
Published: (2024-01-01)
by: Saraswat Vivek, et al.
Published: (2024-01-01)
Geotechnical Evaluation of Diesel Contaminated Clayey Soil
by: Christian E. Hernández-Mendoza, et al.
Published: (2021-07-01)
by: Christian E. Hernández-Mendoza, et al.
Published: (2021-07-01)
Site appraisal in fractured rock media: coupling engineering geological mapping and geotechnical modelling
by: Helder I. Chaminé, et al.
Published: (2021-05-01)
by: Helder I. Chaminé, et al.
Published: (2021-05-01)
Regional Geotechnical Mapping Employing Kriging on Electronic Geodatabase
by: Muhammad Usman Arshid, et al.
Published: (2020-10-01)
by: Muhammad Usman Arshid, et al.
Published: (2020-10-01)
BIM – AN APPLICATION IN GEOTECHNICAL ENGINEERING
by: Ivan Vaníček, et al.
Published: (2021-01-01)
by: Ivan Vaníček, et al.
Published: (2021-01-01)
Digging Deeper
Published: (2025-06-01)
Published: (2025-06-01)
Geotechnical Properties of Urmia Saltwater Lake Bed Sediments
by: Davood Akbarimehr, et al.
Published: (2024-12-01)
by: Davood Akbarimehr, et al.
Published: (2024-12-01)
Towards a National-Scale Dataset of Geotechnical and Hydrological Soil Parameters for Shallow Landslide Modeling
by: Pietro Vannocci, et al.
Published: (2022-03-01)
by: Pietro Vannocci, et al.
Published: (2022-03-01)
Geotechnical design in the presence of loess cover of the Nałęczów Plateau
by: Lucjan Gazda, et al.
Published: (2013-09-01)
by: Lucjan Gazda, et al.
Published: (2013-09-01)
Development of a Unified Geotechnical Database and Data Processing on the Example of Nur-Sultan City
by: Askar Zhussupbekov, et al.
Published: (2020-12-01)
by: Askar Zhussupbekov, et al.
Published: (2020-12-01)
Sustainable practices in geotechnical engineering: Forging pathways for resilient infrastructure
by: Ali Akbar Firoozi, et al.
Published: (2025-06-01)
by: Ali Akbar Firoozi, et al.
Published: (2025-06-01)
Geotechnical properties of soil for selected sites in Kirkuk city
by: Mahammed Rashid Abboud, et al.
Published: (2023-02-01)
by: Mahammed Rashid Abboud, et al.
Published: (2023-02-01)
An integrated geotechnical and geophysical investigation of landslide in Chira town, Ethiopia
by: Worku Firomsa Kabeta, et al.
Published: (2023-07-01)
by: Worku Firomsa Kabeta, et al.
Published: (2023-07-01)
Modified, Reliability-Based Robust Geotechnical Design Method, in Accordance with Eurocode 7
by: Filip Dodigović, et al.
Published: (2021-09-01)
by: Filip Dodigović, et al.
Published: (2021-09-01)
Sustainable Ceramics: Creating Effective Key Performance Indicators for Industry Monitoring
by: Sharma Manni, et al.
Published: (2024-01-01)
by: Sharma Manni, et al.
Published: (2024-01-01)
Machine learning techniques for predictive modelling in geotechnical engineering: a succinct review
by: Shrikant M. Harle, et al.
Published: (2025-05-01)
by: Shrikant M. Harle, et al.
Published: (2025-05-01)
Inspections of Hydro-Geotechnical on Ngancar Dam
by: runi asmaranto, et al.
Published: (2019-10-01)
by: runi asmaranto, et al.
Published: (2019-10-01)
The Application of Machine Learning Techniques in Geotechnical Engineering: A Review and Comparison
by: Wei Shao, et al.
Published: (2023-09-01)
by: Wei Shao, et al.
Published: (2023-09-01)
Effect of Fly Ash on Geotechnical Properties of Expansive soil
by: Hayder A. Hasan
Published: (2012-06-01)
by: Hayder A. Hasan
Published: (2012-06-01)
Geotechnical Assessment of Foundation Stability for Preserving the Agrippa Monument at the Acropolis of Athens
by: Vassilis Marinos, et al.
Published: (2025-01-01)
by: Vassilis Marinos, et al.
Published: (2025-01-01)
Geotechnics in the preservation of Machu Picchu, Cusco, Peru
by: Amparo Abarca Ancori
Published: (2025-06-01)
by: Amparo Abarca Ancori
Published: (2025-06-01)
Effect of fibre content on the geotechnical properties of peat
by: Chmielewska Iwona
Published: (2023-03-01)
by: Chmielewska Iwona
Published: (2023-03-01)
A Review of Tensile Properties of Natural Fibres for Geotechnical Applications
by: Nur Faezah Yahya, et al.
Published: (2023-12-01)
by: Nur Faezah Yahya, et al.
Published: (2023-12-01)
Geological and geotechnical characterization of Ziragn Dam sitting, northwestern Ethiopia
by: Degu Birhanu, et al.
Published: (2023-09-01)
by: Degu Birhanu, et al.
Published: (2023-09-01)
Comparison of the Geotechnical Properties of Lateritic Soils of Borrow Pits for Road Construction in Ado Ekiti
by: Bamidele Alade, et al.
Published: (2025-06-01)
by: Bamidele Alade, et al.
Published: (2025-06-01)
Geotechnical properties for sediment of Tigris River reach banks within Tikrit town/ Iraq
by: Maha Shaher Badowi, et al.
Published: (2019-11-01)
by: Maha Shaher Badowi, et al.
Published: (2019-11-01)
Failure of multistorey parking site in hilly region and its forensic geotechnical investigation
by: Amit Srivastava, et al.
Published: (2025-04-01)
by: Amit Srivastava, et al.
Published: (2025-04-01)
GEOTECHNICAL FEATURES OF HISTORICAL ARCHITECTURAL MONUMENTS OF CENTRAL ASIA
by: A.Zh. Zhussupbekov, et al.
Published: (2020-06-01)
by: A.Zh. Zhussupbekov, et al.
Published: (2020-06-01)
Importance of geotechnical diagnosis in railway management: A review
by: Jorge Rojas Vivanco, et al.
Published: (2024-12-01)
by: Jorge Rojas Vivanco, et al.
Published: (2024-12-01)
Digging deeper: On horizontal and vertical landscapes
by: Kyveli Mavrokordopoulou
Published: (2019-01-01)
by: Kyveli Mavrokordopoulou
Published: (2019-01-01)
DIGGING DEEPER: New Thinking on “Regional”
by: Kate Clancy, et al.
Published: (2018-10-01)
by: Kate Clancy, et al.
Published: (2018-10-01)
THE IMPORTANCE OF A COMBINED 3D MODEL OF GROUND AND GEOTECHNICAL STRUCTURE
by: Ivan Vaníček, et al.
Published: (2022-01-01)
by: Ivan Vaníček, et al.
Published: (2022-01-01)
Spatial Autocorrelation Incorporated Machine Learning Model for Geotechnical Subsurface Modeling
by: Hyeong-Joo Kim, et al.
Published: (2023-04-01)
by: Hyeong-Joo Kim, et al.
Published: (2023-04-01)
Reduction of Numerical Model in Some Geotechnical Problems
by: Góral Artur, et al.
Published: (2023-10-01)
by: Góral Artur, et al.
Published: (2023-10-01)
Digital Geotechnical Maps of Basrah City Using Geographical Information Systems Technique
by: Mohanad M. Kadhim, et al.
Published: (2013-04-01)
by: Mohanad M. Kadhim, et al.
Published: (2013-04-01)
<b>Soil susceptibility to accelerated hydric erosion: geotechnical evaluation of cut slopes in residual soil profiles
by: Taciano Oliveira da Silva, et al.
Published: (2015-10-01)
by: Taciano Oliveira da Silva, et al.
Published: (2015-10-01)
Uses of geographic information systems to analyze the Hydro-Geotechnical hazards and related risks in the Tiflet watershed, Morocco
by: Chekkouch Hajar, et al.
Published: (2025-01-01)
by: Chekkouch Hajar, et al.
Published: (2025-01-01)
Technological Features of Construction and Reconstruction of Geotechnical Structures in the Arctic Zone
by: Taisiya V. Shepitko, et al.
Published: (2022-04-01)
by: Taisiya V. Shepitko, et al.
Published: (2022-04-01)
The Role of Spatial Distribution of Geotechnical Soil Parameters in Site Investigation
by: Olinic Tatiana, et al.
Published: (2024-07-01)
by: Olinic Tatiana, et al.
Published: (2024-07-01)
Geotechnical Interpretation of the Geological Structure of Loess Covers in Lublin Region
by: Nepelski Krzysztof
Published: (2023-10-01)
by: Nepelski Krzysztof
Published: (2023-10-01)
Similar Items
-
Innovative Utilization of Fly Ash in Geotechnical Engineering: An Analytical Review Supported by Extensive Geotechnical Testing
by: Saraswat Vivek, et al.
Published: (2024-01-01) -
Geotechnical Evaluation of Diesel Contaminated Clayey Soil
by: Christian E. Hernández-Mendoza, et al.
Published: (2021-07-01) -
Site appraisal in fractured rock media: coupling engineering geological mapping and geotechnical modelling
by: Helder I. Chaminé, et al.
Published: (2021-05-01) -
Regional Geotechnical Mapping Employing Kriging on Electronic Geodatabase
by: Muhammad Usman Arshid, et al.
Published: (2020-10-01) -
BIM – AN APPLICATION IN GEOTECHNICAL ENGINEERING
by: Ivan Vaníček, et al.
Published: (2021-01-01)
