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Record W7015535574

Time Development of Scour in Clayey Soils by Submerged Vertical Circular Turbulent Impinging Jets

2022· dissertation· en· W7015535574 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2022
Typedissertation
Languageen
FieldEnvironmental Science
TopicHydrology and Sediment Transport Processes
Canadian institutionsnot available
Fundersnot available
KeywordsShear stressSoil waterErosionShear (geology)Jet (fluid)Critical resolved shear stressTurbulenceEffective stress
DOInot available

Abstract

fetched live from OpenAlex

Defining the erodibility of cohesive soils is an important task for designing hydraulic structures and many other applications where water and soil interact. The erodibility of these soils is typically measured, and of the available tests, the Jet Erosion Test, developed by Hanson and Cook (2004), is a widely-used in-situ technique. The test employs a submerged circular impinging jet to create scour in the soil, and the development of the scour hole with time is measured. The data from the first few hours of a test is then used to predict the scour depth at an infinite time, called asymptotic or equilibrium state. It is thought that if the scour hole is at equilibrium, the shear stresses on the soil surface will be equal to the soil’s critical shear stress. The critical shear stress is the shear stress on the soil's surface below which the soil would not erode. However, there are several issues with the analysis procedures for the Jet Erosion Test. First, the means of predicting scour depth at equilibrium by Blaisdell et al. (1981) appears to be overestimating equilibrium depths. Second, the estimates of shear stress on the bottom of the scour hole do not consider the impact of the scour hole shape on the jet’s velocity.\nExperimental measurements in both manufactured pottery clays and natural cohesive soils were to test various mathematical models for their ability to predict the time development of the scour hole and the equilibrium depth from scour depth measurements early in a test. Only simpler models of scour development were considered because such a model would be easier to adopt in practice by jet test users with a range of technical abilities. The models tested were a logarithmic model, a hyperbolic model by Briaud et al. (1999), and an exponential model by Sumer et al. (1993). The results were compared to the predictions of Blaisdell et al. (1981).\nThe study used data from four experiments carried out for the current research and Cossette (2016), Amin (2016), and Mazurek (2001). For the present study, scour tests were conducted using vertical impingement conditions on each of two samples of two manufactured pottery clays (M390 and P300 pottery clays of Plainsman Clays Ltd. of Medicine Hat Alberta). The scour depth along the jet centreline, the maximum scour depth and its location, the radius of scour hole, and the scour hole's volume were measured after scouring times of 5 min, 10 min, 20 min, 30 min, 45 min, 1 h, 2 h, 4 h, 8 h, and every 24 h thereafter until equilibrium was reached. Once the scour hole had reached equilibrium, a point gauge and a laser displacement device were used to obtain the full scoured surface profile. \nIt was seen that the model by Briaud et al. (1999) appeared to most frequently provide the best fit to the time development data from the scour experiments, although it did not perform the best in all cases. The use of the Briaud et al. (1999) model showed substantially improved estimation of the equilibrium scour depth over the Blaisdell et al. (1981) method.\nUsing measured and estimated equilibrium scour depths, the critical shear stresses of several soil samples were estimated and compared to reported values. This was done using the original jet test approach laid out in Hanson and Cook (2004), a means of evaluating shear stresses on the soil suggested by Ghaneeizad et al. (2015), and another suggested means of assessing shear stresses by Mazurek and Gheisi (2009). For the original approach of Hanson and Cook (2004), it was found that the overestimated equilibrium depths by Blaisdell et al. (1981), which should produce underestimated critical shear stress values, are balanced by overprediction of the shear stresses on the bottom of the scour hole. The combination of these errors results in reasonable critical shear stress values. However, the combination of improved prediction of the equilibrium scour depths using Briaud et al. (1999), and estimation of scour hole bottom shear stresses using Mazurek and Gheisi (2009), produced the closest predictions of the critical shear stress to the reported critical shear stress values.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.004
GPT teacher head0.164
Teacher spread0.159 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations0
Published2022
Admission routes1
Has abstractyes

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