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Record W4413939199 · doi:10.24908/iqurcp19795

Minimum Burial Depth for River-Crossing Pipelines under Clear-Water Flow Conditions

2025· article· en· W4413939199 on OpenAlexaffvenueabout

Bibliographic record

VenueInquiry Queen s Undergraduate Research Conference Proceedings · 2025
Typearticle
Languageen
FieldEngineering
TopicGeotechnical Engineering and Underground Structures
Canadian institutionsQueen's University
Fundersnot available
KeywordsPipeline transportHydrology (agriculture)Flow (mathematics)Environmental scienceGeologyWater flowPetroleum engineeringGeotechnical engineeringEnvironmental engineeringMathematicsGeometry

Abstract

fetched live from OpenAlex

Canada possesses the third largest oil and gas pipeline network globally, with nearly 30% dedicated to crude oil transport. While pipelines offer an efficient means of transportation, those crossing rivers are especially vulnerable to riverbed scour. During high flow events, erosion of the soil surrounding buried pipelines can lead to unsupported spans and increased risk of vortex-induced vibrations (VIV), potentially causing structural fatigue and failure. This research aims to determine the minimum burial depth required to prevent scour around pipelines subjected to clear-water flow conditions. Addressing a critical gap in sediment transport and erosion protection design, the study holds significant relevance for civil and environmental engineering applications. A series of laboratory flume experiments were conducted, where a cylindrical pipeline was placed at varying embedment depths relative to a uniform sediment bed. Under steady unidirectional flow, the development of local scour around the pipe was monitored over time. High resolution images of the sediment bed were captured at regular intervals and analyzed using a custom MATLAB script. The code detected the sediment-water interface and converted pixel data into real-world coordinates. Elevation profiles were extracted and interpolated to measure scour depth and extent over time. Results showed that pipeline embedment plays a crucial role in resisting scour formation. Pipes fully embedded beneath the sediment experienced minimal to no scour, while shallow or exposed pipes developed significant scour holes that deepened and lengthened with time. These findings support the development of predictive guidelines for minimum burial depth and enhance understanding of the interaction between flow, sediment transport, and pipeline exposure. This study contributes valuable empirical data and a robust image-based analysis method for future research and design practices in river-crossing pipeline protection.

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.662
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.000
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 head0.050
GPT teacher head0.341
Teacher spread0.291 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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".

Quick stats

Citations0
Published2025
Admission routes3
Has abstractyes

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