Overview and future prospect of ISSMGE TC304 open-access databases (304dB)
Journal
Intelligent Transportation Infrastructure
Journal Volume
4
ISSN
2752-9991
Date Issued
2025
Author(s)
Phoon, Kok-Kwang
Abstract
The ISSMGE TC304 began compiling open-access databases in an initiative named 304dB from November 2017. This initiative pre-dates the strong interest in artificial intelligence (AI) and the current pressing need to assemble big data for training foundation AI models. Since then, 304dB has grown into a collection of 17 soil/rock property databases, eight cone penetration test databases, three geospatial databases, and three liquefaction databases. This paper reviews the current contents of 304dB and its impact, including the impact on state-of-the-art report, second generation Eurocode 7, data-centric geotechnics, data-driven probabilistic site characterization, benchmark examples, education, among others. This paper also discusses possible directions for the future expansion of 304dB.
Subjects
304dB
data-centric geotechnics
data-driven site characterization
databases
ISSMGE TC304
Publisher
Oxford University Press (OUP)
Type
review