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Record W6945809729 · doi:10.26092/elib/897

Quantitative Geotechnical Characterization of Seismic Strengthening Effect on Siliceous Soils

2021· article· en· W6945809729 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMedia (https://www.suub.uni-bremen.de/) · 2021
Typearticle
Languageen
FieldComputer Science
TopicAdvanced Image and Video Retrieval Techniques
Canadian institutionsnot available
Fundersnot available
KeywordsSlumpingSubmarine pipelineRiprapTrenchErosion

Abstract

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This dissertation investigates the phenomenon of “seismic strengthening”, which can be relevant to submarine landslide studies in active continental margins. Given that seismic strengthening is complex in nature and highly variable in different types of mixed sediments in the marine realm, this dissertation focuses on two types of siliceous soils only: natural diatomaceous mud offshore Japan, and a silica sand standard from the USA for generic laboratory testing. These materials underwent multi-methodological geotechnical testing, and the results are presented in three manuscripts in collaboration with partner institutions in Norway, France and Austria. The first manuscript of this study presents a comprehensive analysis of the sedimentology and geotechnical properties of four recently acquired sediment cores (5 meters long) on the continental slopes adjacent to the Japan Trench and Nankai Trough. We observe unexpectedly high undrained shear strength and apparent overconsolidation in the Japan Trench slope cores. We propose that this is due to the presence of diatoms (~ 15% dry weight), which amplifies the strength gains via seismic strengthening due to high particle interlocking and surface roughness of the diatom frustules, especially after they are crushed and compacted by earthquakes. This is supported by comparison to samples from the Nankai Trough slope where diatoms are less abundant, and the shear strength follows the expected trend for active margin sediments. Following the observation of seismic strengthening from Japan, we developed dynamic testing procedures to simulate the effect of seismic shaking in the laboratory. In the second manuscript, we conduct undrained cyclic triaxial tests on Ottawa Sand under a mean effective stress of 100 kPa (~ 10 m depth). After the loading, we drain the excess pore pressure and measure the monotonic undrained shear strength. The cyclic loading and excess pore pressure drainage are used to simulate the effect of small to moderate seismic events on sand deposits. The result shows that the first cyclic loading and pore pressure drainage (first seismic event) can increase the sediment’s undrained shear strength by around 30% without much change in relative density (DR). We also observe that as the intensity of the shaking increases, the undrained shear strength increases. However, the undrained shear strength of a sample subjected to multiple seismic events does not show a clear trend to increase. The third manuscript focuses on the the effect of prior seismic events on the cyclic shear strength of Ottawa Sand. The results show that when cyclic loads only induce partial liquefaction (i.e. no failure) and subsequent drainage allows excess pore pressure to fully dissipate, there is a significant increase in the cyclic strength with negligible change of relative density. One seismic event (15 cycles of cyclic shear stress ratio ~ 0.147 and drainage) can increase the cyclic shear strength of an initially DR ~ 25% specimen to be stronger than an initially DR ~ 50% specimen. The results also show that as the intensity of the cyclic loading increases, the increase in the cyclic shear strength increases. However, in the case when cyclic loads lead to full liquefaction and subsequent drainage is allowed, although overall densification is observed, cyclic shear strength can either increase or decrease depending on the permanent deformation of the preceding undrained cyclic loading phase. The cyclic shear strength increases when the previous permanent (compressive) axial strain is less than 1%, and decreases when the permanent axial strain is 5%.

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Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.511
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.290
Teacher spread0.270 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it