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Digging Deeper: The Role of Big Data Analytics in Geotechnical Investigations

Authors :
Vani V. Divya
Helena Raj Vijilius
Dutt Amit
Raveendranath Reshma
Tyagi Lalit Kumar
Almusawi Muntather
Yadav Dinesh Kumar
Source :
E3S Web of Conferences, Vol 529, p 04012 (2024)
Publication Year :
2024
Publisher :
EDP Sciences, 2024.

Abstract

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 geotechnical engineering, this study demonstrates big improvements in website characterization, danger assessment, and production methodologies. The research underscores the capability of big data to revolutionize geotechnical investigations through improved prediction models, threat management, and sustainable engineering practices, highlighting the critical role of big data in addressing international warming and ozone depletion. Through the examination of numerous case studies and AI-driven methodologies, this paper sheds light at the efficiency gains and environmental benefits attainable in geotechnical engineering.

Details

Language :
English, French
ISSN :
22671242
Volume :
529
Database :
Directory of Open Access Journals
Journal :
E3S Web of Conferences
Publication Type :
Academic Journal
Accession number :
edsdoj.bc6f5c128d64dbcbf232cfa34a8e048
Document Type :
article
Full Text :
https://doi.org/10.1051/e3sconf/202452904012