File Download
There are no files associated with this item.
Links for fulltext
(May Require Subscription)
- Publisher Website: 10.1016/j.enggeo.2012.03.004
- Scopus: eid_2-s2.0-84859378574
- WOS: WOS:000304289900009
- Find via
Supplementary
- Citations:
- Appears in Collections:
Article: Reliability analysis of soil-water characteristics curve and its application to slope stability analysis
Title | Reliability analysis of soil-water characteristics curve and its application to slope stability analysis | ||||||
---|---|---|---|---|---|---|---|
Authors | |||||||
Keywords | Bayesian analysis Geotechnical problems Model parameters Observed data Sandy loams | ||||||
Issue Date | 2012 | ||||||
Publisher | Elsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/enggeo | ||||||
Citation | Engineering geology, 2012, v. 135-136, p. 83-91 How to Cite? | ||||||
Abstract | Soil-water characteristic curve (SWCC) is a crucial input for modeling the geotechnical problems with unsaturated soil. The accuracy of modeling relies on the assessment of the model parameter uncertainty. In this paper a Bayesian framework is presented to evaluate the updated probability density function (PDF) of the uncertain model parameters for SWCC. The Bayesian analysis is applied to derive the PDF of the model parameters in various forms of van Genuchten equation using the observed data of sand, sandy loam and silty loam. The analysis demonstrates that a 2-parameter model is sufficient for curve-fitting of the SWCC and the two model parameters are approximately statistically independent. Furthermore, the model parameters are influenced by the soil texture. Finally, an engineering example of the probabilistic slope stability analysis is used to illustrate the application of the reliability of SWCC. © 2012 Elsevier B.V. | ||||||
Persistent Identifier | http://hdl.handle.net/10722/148835 | ||||||
ISSN | 2023 Impact Factor: 6.9 2023 SCImago Journal Rankings: 2.437 | ||||||
ISI Accession Number ID |
Funding Information: The authors would like to acknowledge the financial supports from the research grant funded by the National Natural Science Foundation of China under grant no. 50878076 and the Seed Funding Program for Basic Research at the University of Hong Kong (grant no. 201011159079). | ||||||
References | |||||||
Grants |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Chiu, CF | - |
dc.contributor.author | Yan, WM | - |
dc.contributor.author | Yuen, KV | - |
dc.date.accessioned | 2012-06-08T04:40:26Z | - |
dc.date.available | 2012-06-08T04:40:26Z | - |
dc.date.issued | 2012 | - |
dc.identifier.citation | Engineering geology, 2012, v. 135-136, p. 83-91 | - |
dc.identifier.issn | 0013-7952 | - |
dc.identifier.uri | http://hdl.handle.net/10722/148835 | - |
dc.description.abstract | Soil-water characteristic curve (SWCC) is a crucial input for modeling the geotechnical problems with unsaturated soil. The accuracy of modeling relies on the assessment of the model parameter uncertainty. In this paper a Bayesian framework is presented to evaluate the updated probability density function (PDF) of the uncertain model parameters for SWCC. The Bayesian analysis is applied to derive the PDF of the model parameters in various forms of van Genuchten equation using the observed data of sand, sandy loam and silty loam. The analysis demonstrates that a 2-parameter model is sufficient for curve-fitting of the SWCC and the two model parameters are approximately statistically independent. Furthermore, the model parameters are influenced by the soil texture. Finally, an engineering example of the probabilistic slope stability analysis is used to illustrate the application of the reliability of SWCC. © 2012 Elsevier B.V. | - |
dc.language | eng | - |
dc.publisher | Elsevier BV. The Journal's web site is located at http://www.elsevier.com/locate/enggeo | - |
dc.relation.ispartof | Engineering geology | - |
dc.subject | Bayesian analysis | - |
dc.subject | Geotechnical problems | - |
dc.subject | Model parameters | - |
dc.subject | Observed data | - |
dc.subject | Sandy loams | - |
dc.title | Reliability analysis of soil-water characteristics curve and its application to slope stability analysis | en_US |
dc.type | Article | en_US |
dc.identifier.email | Yan, WM: ryanyan@hku.hk | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1016/j.enggeo.2012.03.004 | - |
dc.identifier.scopus | eid_2-s2.0-84859378574 | - |
dc.identifier.hkuros | 199906 | - |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-84859378574&selection=ref&src=s&origin=recordpage | - |
dc.identifier.volume | 135-136 | - |
dc.identifier.spage | 83 | - |
dc.identifier.epage | 91 | - |
dc.identifier.eissn | 1872-6917 | - |
dc.identifier.isi | WOS:000304289900009 | - |
dc.publisher.place | Netherlands | - |
dc.relation.project | Applications of Bayesian inference in pile set-up and rock blasting | - |
dc.identifier.citeulike | 10493997 | - |
dc.identifier.issnl | 0013-7952 | - |