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Enregistrement W6981915317

Flow and Sediment Routing in Urban Channels with Flashy Hydrographs

2023· dissertation· en· W6981915317 sur OpenAlexaboutno aff

Notice bibliographique

RevueUWSpace (University of Waterloo) · 2023
Typedissertation
Langueen
DomaineSocial Sciences
ThématiqueRace, History, and American Society
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésImpervious surfaceFloodplainHydrographHydrology (agriculture)SedimentUrbanizationSediment transportErosionSurface runoff
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Urbanization has a major impact on flow and erosion in open channels. By replacing rural land surfaces with impervious surfaces, urbanization causes a decrease in infiltration and an increase in surface runoff and faster routing to the channels. For two identical rain events on both rural and urban catchments, more water enters urban channels in a shorter period of time, which means that flow hydrographs [graphs that show changes of flow discharges over time] in urban channels are characterized by shorter times to peak, higher peak flows, and rapid changes in flow depth and discharge. However, while such rapid changes are known, they are not typically considered for the purposes of floodplain delineation and risk, which usually use steady flow assumptions. There are limited studies that focus on characterizing unsteady flows in urban catchments and the degree to which unsteadiness affects the channel hydraulics, i.e. the balance of forces on the water, bed and banks of a river that determine the flooding, sediment transport, and erosion during a flood. Numerous damaging floods occurring annually around the world shows that floodplain maps have not been delineated accurately. Urban floods also cause severe damage to nearby infrastructure in rivers and floodplains due to massive fluxes of sediment transport occurring under unsteady urban flows. Although it is known that sediment transport rate is high in urban channels and that the hydrographs are flashy, there is little research on sediment transport in urban channels. Due to the limitations and complexity of bedload transport, most studies investigate it under steady flows. Therefore, sediment transport rate under such unsteady flows requires a comprehensive further research. \nThe first objective of this thesis is to investigate the level of unsteadiness of flows in urban catchments versus rural catchments. For this purpose, we selected two urban catchments one with and one without Storm Water Management (SWM) facilities. We also selected one rural catchment with similar shape, watershed slope, and drainage area. All three watersheds are located near the City of Toronto not far from each other. Pressure gauges were installed to monitor flow depths with frequency of 2 minutes during summer months. This data was used to route flows downstream using the Saint Venant equations. By looking at both hydrologic and hydraulic parameters, it can be concluded that adding SWM facilities to urban creeks dampens hydrologic parameters, but not hydraulic parameters. In addition, it can be seen that the flows observed in the urban catchment have higher level of unsteadiness compared to that in the rural catchment. \nThe second objective of the thesis is to assess the accuracy of using a system of two gauges that measure the water surface elevation to predict, or ‘route’, the water discharge through an urban creek characterized by floods with high flood magnitudes and rapid rising limbs. We installed pressure gauges with 15-second frequency in a watershed with a high percentage of impervious land cover and used four different methods of flow routing to calculate discharge. The results were compared with direct discharge measurements to evaluate all the routing methods. The results of this chapter showed that lower frequency data in the urban channels cannot represent the high degree of unsteadiness of flows and that in comparison with a standard approach that uses one gauge measuring every 15 min, a two-gauge system measuring water surface elevation every 2-5 minutes would reduce the associated error by 20-30%. One-gauge monitoring systems remain the standard for developing monitoring stations for the purpose of establishing flow rating curves in most channels, but the results show that a two-gauge system would reduce error for the studied rural and urban rivers. \nThe final objective of the thesis is to investigate sediment transport under the types of unsteady flows that are observed in urban areas. Physical experiments were run in a scale model of an urban creek investigated in ‎Chapter 2 and ‎Chapter 3 of the current thesis. The results from experiments with a set of triangular hydrographs were compared to assess the impact of the rising limb duration on the morphology and sediment transport in the channel. The hydrographs all had the same duration and peak magnitude. Mixed sediment sizes were used for this project based on the actual sediments observed in the creek. The bed was covered evenly over the entire flume with a mixture of sand and gravel and no additional sediment inflows were added during the experiments. Three large sediment size ranges were each colored with a different fluorescent color. The movement of sediments was captured by a high-resolution camera under black lights, and tracked using an available object identification and motion detection algorithm. We show that the shape of the hydrograph is only of secondary importance as there is more variability between experiments with the same hydrograph than those with different hydrographs. This result indicates that the complexity of the bed sediment interactions was likely controlling export from the flume and that there is a random or chaotic component of the sediment transport. Analysis by particle size showed that there were some clear trends in sediment export and that the coarse sediment tended to be over represented in sediment output during the high peaks. Where the rising limb was rapid, the coarse sediment was even more over-represented in the output, which makes it surprising that rising limb rate was not the main driver in the difference of overall sediment export. These results support the need for additional research on the interaction between the flow, transport and morphology. In particular the tracking techniques should better allow the spatial details and differences between the experiments to be extracted. \nOverall, the thesis concludes that unsteady flows are observed both in urban and rural channels, but are more frequent in urban channels. There will be lower degree of errors for discharge estimation in unsteady floods if the two-gauge routing method presented in this thesis is used. Sediment transport under such unsteady flows require further investigation with the tracking method presented in this thesis. Therefore, additional laboratory and field research is required for the purpose of better understanding the characteristics and effects of such unsteady flows on the surrounding environment.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction machine sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,001
Version: metacan-v3-hybrid-931329e0061cStatut de validation: machine_predicted_unvalidated
Catégories candidatesaucune
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Simulation ou modélisation · Signal consensuel: aucune
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,011
Score d'incertitude au seuil0,022

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0000,001
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0010,001
Études des sciences et des technologies0,0000,000
Communication savante0,0010,001
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0010,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,008
Tête enseignante GPT0,211
Écart entre enseignants0,203 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.

Les modèles n’ont appliqué aucune catégorie : rien dans la taxonomie ne correspondait à ce travail.
Devis d'étudeSimulation ou modélisation
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0
Publié2023
Routes d'admission1
Résumé présentoui

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