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Enregistrement W1539017544

History matching and predictive modelling of TMA operations at a postash mine site in Saskatchewan

2004· article· en· W1539017544 sur OpenAlexaboutno aff
Gregory R. Potter

Notice bibliographique

RevueUniversity Library - University of Saskatchewan (University of Saskatchewan) · 2004
Typearticle
Langueen
DomaineEngineering
ThématiqueReservoir Engineering and Simulation Methods
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMatching (statistics)Computer scienceGeologyMathematicsStatistics
DOInon disponible

Résumé

récupéré en direct d'OpenAlex

Development of decommissioning plans by the potash mine sites in Saskatchewan require the assessment of long-term brine impact to the environment and to the aquifer systems in the vicinity of potash tailings management areas (TMA). Three-dimensional numerical simulations provide the only means of providing credible predictions of groundwater flow and contaminant transport for TMAs. The objective of this study was to use a 3D groundwater flow and transport model to match the operational history of a selected mine site and estimate the extent of long-term brine migration from the TMA within the groundwater flow system. Geological, hydrogeological, and physiographic data were collected, compiled, and simplified to formulate a conceptual model of the site. This conceptual model was used to construct a 3D mesh that incorporated this information and could be used to simulate groundwater and contaminant transport. Conceptualization of the groundwater flow system and brine migration from the site necessitated the utilization of a 3D saturated-unsaturated, variable-density, flow and transport code. FEMWATER, a finite element method code, developed for the U.S. Environmental Protection Agency (EPA) and maintained by U.S. Army Engineer Waterways Experiment Station (WES), was selected to simulate groundwater flow and contaminant transport. The steady-state model was developed using data that pre-dated mining activity and quantifies the natural flow system in the modeled area. Three aquifers are important in the natural system at the selected mine site: 1) a surficial sand aquifer; 2) the Floral lntertill Aquifer; and, 3) the Hatfield Valley Aquifer. The surficial sand aquifer is an important shallow aquifer in the immediate vicinity of the TMA, receiving an estimated 1,200 m3/d recharge from natural infiltration over the entire model region. Most of the flow in this shallow system discharges locally to surface streams and sloughs. The Floral lntertill Aquifer is a confined local aquifer at considerable depth (> 50 m) below the TMA with a relatively low natural inflow/outflow estimated at 300 m3/d (for the modelled area). The aquifer heads are near ground surface in the Floral lntertill Aquifer. Wells in this unit can be flowing artesian, particularly to the south of the TMA. The Hatfield Valley Aquifer is a major regional aquifer and is located 10 to 20 m below the Floral lntertill Aquifer beneath the TMA. The Hatfield Valley Aquifer has much larger inflow/outflows than the other aquifers in the modelled region, estimated at 3,300 m3/d. Flow directions in the deep aquifers are generally to the south and southeast. There is a predominantly upward gradient from the deep aquifers over most of the modelled domain. History matching and predictive results must be regarded as first or second estimates rather than "fits" or calibrated transient solutions. A major factor considered at the TMA was porewater pressure, generated by the loading applied to the system by the tailings pile. The transient calibration process is ongoing and future improvements are expected, nevertheless the preliminary results are in reasonable agreement with observational data and the model is regarded as an effective tool for comparative evaluation of alternatives. Brine migration depends primarily on the advective velocity field in the more permeable aquifer units. In the thick tills beneath the site, porewater pressure responses to loading by the tailings pile are large, but density effects and diffusion (rather than advection) are likely the controlling factors on brine migration. Overall, lateral gradients generated by porewater pressure dissipation in the aquifers appear to have more influence on directing brine migration than the larger excess porewater pressures in the aquitards. In the history-match and predictive simulations, brine advances laterally in the surficial sands as a shallow advective plume and predictions suggest that the slurry wall and drainage ditch containment systems are effective in intercepting such movements. The thick till sequence inhibits downward movement of brine and the deeper aquifers are unaffected by brine in the 100-year model-timeframe. Large changes in the natural flow system have been induced by the mining operation as a result of pile loading and freshwater pumping from the Hatfield Valley Aquifer. In respect to groundwater flow, the impacts of the mine site extend from the surficial sediments to the deep aquifers and aquitards. Despite these large and widespread changes in flow patterns, contaminant migration impacts approximately 380 hectares outside the footprint of the TMA to an approximate depth of 20 m after 100 years. Note:Missing: Appendix D title page

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)0,001
score de la tête « metaresearch » (Gemma)0,004
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: Simulation ou modélisation
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,400
Score d'incertitude au seuil0,805

Scores du classifieur distillé par catégorie (deux têtes)

CatégorieCodexGemma
Métarecherche0,0010,004
Méta-épidémiologie (sens strict)0,0000,001
Méta-épidémiologie (sens large)0,0010,001
Bibliométrie0,0010,002
Études des sciences et des technologies0,0010,001
Communication savante0,0020,001
Science ouverte0,0020,001
Intégrité de la recherche0,0010,001
Charge utile insuffisante (le modèle a refusé de juger)0,0030,000

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 Opus0,010
Tête enseignante GPT0,164
Écart entre enseignants0,153 · 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
Publié2004
Routes d'admission1
Résumé présentnon

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Même revueUniversity Library - University of Saskatchewan (University of Saskatchewan)Même sujetReservoir Engineering and Simulation MethodsTravaux en français237 207