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Groundwater cooling of a supercomputer in Perth, Western Australia: hydrogeological simulations and thermal sustainability | Refroidissement par eaux souterraines d’un superordinateur à Perth, Australie Occidentale: simulations hydrogéologiques et durabilité thermique Enfriamiento por agua subterránea de una supercomputadora en Perth, Australia Occidental: simulaciones hidrogeológicas y sustentabilidad térmica 西澳大利亚珀斯超级计算机地下水冷却: 水文地质模拟和热量可持续性 Resfriamento por águas subterrâneas em Perth, Austrália Ocidental: simulações hidrogeológicas e sustentabilidade termal Texto completo
2015
Sheldon, Heather A. | Schaubs, Peter M. | Rachakonda, Praveen K. | Trefry, Michael G. | Reid, Lynn B. | Lester, Daniel R. | Metcalfe, Guy | Poulet, Thomas | Regenauer-Lieb, Klaus
Groundwater cooling (GWC) is a sustainable alternative to conventional cooling technologies for supercomputers. A GWC system has been implemented for the Pawsey Supercomputing Centre in Perth, Western Australia. Groundwater is extracted from the Mullaloo Aquifer at 20.8 °C and passes through a heat exchanger before returning to the same aquifer. Hydrogeological simulations of the GWC system were used to assess its performance and sustainability. Simulations were run with cooling capacities of 0.5 or 2.5 Mega Watts thermal (MWth), with scenarios representing various combinations of pumping rate, injection temperature and hydrogeological parameter values. The simulated system generates a thermal plume in the Mullaloo Aquifer and overlying Superficial Aquifer. Thermal breakthrough (transfer of heat from injection to production wells) occurred in 2.7–4.3 years for a 2.5 MWth system. Shielding (reinjection of cool groundwater between the injection and production wells) resulted in earlier thermal breakthrough but reduced the rate of temperature increase after breakthrough, such that shielding was beneficial after approximately 5 years pumping. Increasing injection temperature was preferable to increasing flow rate for maintaining cooling capacity after thermal breakthrough. Thermal impacts on existing wells were small, with up to 10 wells experiencing a temperature increase ≥ 0.1 °C (largest increase 6 °C).
Mostrar más [+] Menos [-]Groundwater movement, recharge, and perchlorate occurrence in a faulted alluvial aquifer in California (USA) | Recharge, circulation des eaux souterraines et présence de perchlorate dans un aquifère alluvial faillé de Californie (Etats-Unis d’Amérique) Movimiento de agua subterránea, recarga, y presencia de perclorato en un acuífero aluvial fallado en California (EEUU) (美国)加利佛尼亚州一个断陷冲积含水层中地下水的运移、补给和高氯盐酸的赋存 Movimento de águas subterrâneas, recarga, e ocorrência de perclorato num aquífero aluvionar fraturado na Califórnia (EUA) Texto completo
2015
Izbicki, John A. | Teague, Nicholas F. | Hatzinger, Paul B. | Bohlke, J. K. | Sturchio, Neil C.
Perchlorate from military, industrial, and legacy agricultural sources is present within an alluvial aquifer in the Rialto-Colton groundwater subbasin, 80 km east of Los Angeles, California (USA). The area is extensively faulted, with water-level differences exceeding 60 m across parts of the Rialto-Colton Fault separating the Rialto-Colton and Chino groundwater subbasins. Coupled well-bore flow and depth-dependent water-quality data show decreases in well yield and changes in water chemistry and isotopic composition, reflecting changing aquifer properties and groundwater recharge sources with depth. Perchlorate movement through some wells under unpumped conditions from shallower to deeper layers underlying mapped plumes was as high as 13 kg/year. Water-level maps suggest potential groundwater movement across the Rialto-Colton Fault through an overlying perched aquifer. Upward flow through a well in the Chino subbasin near the Rialto-Colton Fault suggests potential groundwater movement across the fault through permeable layers within partly consolidated deposits at depth. Although potentially important locally, movement of groundwater from the Rialto-Colton subbasin has not resulted in widespread occurrence of perchlorate within the Chino subbasin. Nitrate and perchlorate concentrations at the water table, associated with legacy agricultural fertilizer use, may be underestimated by data from long-screened wells that mix water from different depths within the aquifer.
Mostrar más [+] Menos [-]Integrating aerial geophysical data in multiple-point statistics simulations to assist groundwater flow models | Intégration de données géophysiques aéroportées dans des simulations statistiques à points multiples pour aider à la réalisation de modèles d’écoulement d’eaux souterraines Integración de datos geofísicos aéreos en simulaciones estadísticas de múltiples puntos para ayudar a los modelos de flujo de agua subterránea 整合多点统计学模拟中航空地球物理资料以支撑地下水流模型 Integrando dados geofísicos aéreos em simulações estatísticas multi-ponto para auxiliar modelos de fluxo de águas subterrâneas Texto completo
2015
Dickson, Neil E. M. | Comte, J.-C. (Jean-Christophe) | Renard, Philippe | Straubhaar, Julien A. | McKinley, Jennifer M. | Ofterdinger, Ulrich
The process of accounting for heterogeneity has made significant advances in statistical research, primarily in the framework of stochastic analysis and the development of multiple-point statistics (MPS). Among MPS techniques, the direct sampling (DS) method is tested to determine its ability to delineate heterogeneity from aerial magnetics data in a regional sandstone aquifer intruded by low-permeability volcanic dykes in Northern Ireland, UK. The use of two two-dimensional bivariate training images aids in creating spatial probability distributions of heterogeneities of hydrogeological interest, despite relatively ‘noisy’ magnetics data (i.e. including hydrogeologically irrelevant urban noise and regional geologic effects). These distributions are incorporated into a hierarchy system where previously published density function and upscaling methods are applied to derive regional distributions of equivalent hydraulic conductivity tensor K. Several K models, as determined by several stochastic realisations of MPS dyke locations, are computed within groundwater flow models and evaluated by comparing modelled heads with field observations. Results show a significant improvement in model calibration when compared to a simplistic homogeneous and isotropic aquifer model that does not account for the dyke occurrence evidenced by airborne magnetic data. The best model is obtained when normal and reverse polarity dykes are computed separately within MPS simulations and when a probability threshold of 0.7 is applied. The presented stochastic approach also provides improvement when compared to a previously published deterministic anisotropic model based on the unprocessed (i.e. noisy) airborne magnetics. This demonstrates the potential of coupling MPS to airborne geophysical data for regional groundwater modelling.
Mostrar más [+] Menos [-]Hydro-economic analysis of groundwater pumping for irrigated agriculture in California’s Central Valley, USA | Wasserwirtschaftliche Analyse der Grundwasserversorgung fuer die Bewaesserte Landwirtschaft im Grossen Zentraltal Kalifornien’s, USA Analyse hydro-économique des pompages d’eaux souterraines pour l’agriculture irriguée dans la vallée Centrale en Californie, Etats Unis d’Amérique Análisis hidroeconómico del bombeo de agua subterránea para el riego agrícola en el Valle Central de California, EEUU 美国加利佛尼亚州中央谷地灌溉农业地下水抽取的水文-经济上的分析 Análise hidroeconômica do bombeamento das águas subterrâneas para agricultura irrigada no Vale Central da Califórnia, EUA Texto completo
2015
Medellín-Azuara, Josué | MacEwan, Duncan | Howitt, Richard E. | Koruakos, George | Dogrul, Emin C. | Brush, Charles F. | Kadir, Tariq N. | Harter, Thomas | Melton, Forrest | Lund, Jay R.
As in many places, groundwater in California (USA) is the major alternative water source for agriculture during drought, so groundwater’s availability will drive some inevitable changes in the state’s water management. Currently, agricultural, environmental, and urban uses compete for groundwater, resulting in substantial overdraft in dry years with lowering of water tables, which in turn increases pumping costs and reduces groundwater pumping capacity. In this study, SWAP (an economic model of agricultural production and water use in California) and C2VISim (the California Department of Water Resources groundwater model for California’s Central Valley) are connected. This paper examines the economic costs of pumping replacement groundwater during drought and the potential loss of pumping capacity as groundwater levels drop. A scenario of three additional drought years continuing from 2014 show lower water tables in California’s Central Valley and loss of pumping capacity. Places without access to groundwater and with uncertain surface-water deliveries during drought are the most economically vulnerable in terms of crop revenues, employment and household income. This is particularly true for Tulare Lake Basin, which relies heavily on water imported from the Sacramento-San Joaquin Delta. Remote-sensing estimates of idle agricultural land between 2012 and 2014 confirm this finding. Results also point to the potential of a portfolio approach for agriculture, in which crop mixing and conservation practices have substantial roles.
Mostrar más [+] Menos [-]Groundwater evolution and recharge determination of the Quaternary aquifer in the Shule River basin, Northwest China | Evolution des eaux souterraines et détermination de la recharge de l’aquifère quaternaire dans le bassin de la rivière Shule, Nord-Ouest de la Chine Evolución del agua subterránea y determinación de la recarga del acuífero Cuaternario en la Cuenca del Río Shule, Noroeste de China 中国西北地区疏勒河流域第四纪含水层地下水演化及其补给研究 Evolução das águas subterrâneas e determinação da recarga do aquífero Quaternário na bacia do Rio Shule, Noroeste da China Texto completo
2015
He, Jianhua | Ma, Jinzhu | Zhao, Wei | Sun, Shuang
Groundwater recharge and evolution in the Shule River basin, Northwest China, was investigated by a combination of hydrogeochemical tracers, stable isotopes, and radiocarbon methods. Results showed the general chemistry of the groundwater is of SO₄ ²⁻ type. Water–rock reactions of halite, Glauber’s salt, gypsum and celestite, and reverse ionic exchange dictated the groundwater chemistry evolution, increasing concentrations of Cl⁻, Na⁺, SO₄ ²⁻, Ca²⁺, Mg²⁺ and Sr²⁺ in the groundwater. The δ¹⁸O and δ²H values of groundwater ranged from −10.8 to −7.7 and −74.4 to −53.1 ‰, respectively. Modern groundwater was identified in the proluvial fan and the shallow aquifer of the fine soil plain, likely as a result of direct infiltration of rivers and irrigation returns. Deep groundwater was depleted in heavy isotopes with ¹⁴C ages ranging from 3,000 to 26,000 years, suggesting palaeowater that was recharged during the late Pleistocene and middle Holocene epochs under a cold climate. These results have important implications for groundwater management in the Shule River basin, since large amounts of groundwater are effectively being mined and a water-use strategy is urgently needed.
Mostrar más [+] Menos [-]A comprehensive sharp-interface simulation-optimization model for fresh and saline groundwater management in coastal areas | Un modèle complet de simulation et d’optimisation de l’interface abrupt pour la gestion des eaux souterraines douces et salées en zones côtières Un modelo comprensivo de simulación-optimización de interfaz nítida para la gestión de agua subterránea dulce y salina en áreas costeras 沿海地区地下淡水和咸水管理综合明显界面模拟-最优化模型 Um modelo abrangente de simulação-otimização da interface abrupta para gerenciamento de águas subterrâneas doces e salinas em áreas costeiras Texto completo
2015
Park, Namsik | Shi, Lei
Both fresh and saline groundwater may be of some value to coastal communities. A comprehensive simulation-optimization model was developed to identify optimal solutions for managing both types of groundwater in coastal areas. The model may be used for conventional management problems of fresh groundwater development and of seawater intrusion control. In addition, the model can be used for problems of concurrent development of fresh and saline/brackish groundwater for beneficial uses. A set of hypothetical examples is given to demonstrate the applicability of the proposed model. In the protection of an over-exploiting freshwater pumping well, the saltwater pumping scheme was less efficient than the freshwater injection scheme. Although the former scheme may be more advantageous in some limited cases, the latter should be considered first as it retains more freshwater in the aquifer. The example of the concurrent development of fresh and brackish groundwater exhibited two different sets of optimal solutions: one with a large amount of freshwater and a small amount of brackish water with high salinity, and the other with a small amount of freshwater and a large amount of brackish water with low salinity.
Mostrar más [+] Menos [-]Calibration of a large-scale groundwater flow model using GRACE data: a case study in the Qaidam Basin, China | Calage d’un modèle d’écoulement d’eau souterraine à grande échelle en utilisant les données GRACE: cas du Bassin de Qaidam, Chine Calibración de un modelo de flujo de agua subterránea a gran escala usando datos de GRACE: un caso de estudio en la cuenca de Qaidam, China 基于GRACE卫星数据的大尺度地下水流数值模型的校准 : 以中国柴达木盆地为例 Calibração de modelo de fluxo subterrâneo usando dados do GRACE: estudo de caso na bacia do Qaidam, China Texto completo
2015
Hu, Litang | Jiao, Jiu Jimmy
Traditional numerical models usually use extensive observed hydraulic-head data as calibration targets. However, this calibration process is not applicable in remote areas with limited or no monitoring data. This study presents an approach to calibrate a large-scale groundwater flow model using the monthly Gravity Recovery and Climate Experiment (GRACE) satellite data, which have been available globally on a spatial grid of 1° in the geographic coordinate system since 2002. A groundwater storage anomaly isolated from the terrestrial water storage (TWS) anomaly is converted into hydraulic head at the center of the grid, which is then used as observed data to calibrate a numerical model to estimate aquifer hydraulic conductivity. The aquifer system in the remote and hyperarid Qaidam Basin, China, is used as a case study to demonstrate the applicability of this approach. A groundwater model using FEFLOW is constructed for the Qaidam Basin and the GRACE-derived groundwater storage anomaly over the period 2003–2012 is included to calibrate the model, which is done using an automatic estimation method (PEST). The calibrated model is then run to output hydraulic heads at three sites where long-term hydraulic head data are available. The reasonably good fit between the calculated and observed hydraulic heads, together with the very similar groundwater storage anomalies from the numerical model and GRACE data, demonstrate that this approach is generally applicable in regions of groundwater data scarcity.
Mostrar más [+] Menos [-]Considering the potential effect of faulting on regional-scale groundwater flow: an illustrative example from Australia’s Great Artesian Basin | De l'effet potentiel de la fracturation sur l’écoulement régional des eaux souterraines : l’exemple illustratif du grand bassin artésien de l'Australie Consideración del efecto potencial del fallamiento sobre el flujo de agua subterránea a escala regional: un ejemplo ilustrativo de la Gran Cuenca Artesiana de Australia 断层作用对区域尺度地下水流的潜在影响: 澳大利亚大自流盆地的例证 Avaliação do provável efeito de falhas no fluxo regional das águas subterrâneas: um exemplo da Grande Bacia Artesiana, Austrália Texto completo
2015
Smerdon, Brian D. | Turnadge, Chris
Hydraulic head measurements in the Great Artesian Basin (GAB), Australia, began in the early 20th century, and despite subsequent decades of data collection, a well-accepted smoothed potentiometric surface has continually assumed a contiguous aquifer system. Numerical modeling was used to produce alternative potentiometric surfaces for the Cadna-owie–Hooray aquifers with and without the effect of major faults. Where a fault created a vertical offset between the aquifers and was juxtaposed with an aquitard, it was assumed to act as a lateral barrier to flow. Results demonstrate notable differences in the central portion of the study area between potentiometric surfaces including faults and those without faults. Explicitly considering faults results in a 25–50 m difference where faults are perpendicular to the regional flow path, compared to disregarding faults. These potential barriers create semi-isolated compartments where lateral groundwater flow may be diminished or absent. Groundwater management in the GAB relies on maintaining certain hydraulic head conditions and, hence, a potentiometric surface. The presence of faulting has two implications for management: (1) a change in the inferred hydraulic heads (and associated fluxes) at the boundaries of regulatory jurisdictions; and (2) assessment of large-scale extractions occurring at different locations within the GAB.
Mostrar más [+] Menos [-]Optimal management of saltwater intrusion in the coastal aquifer of Malia, Crete (Greece), using particle swarm optimization | Gestion optimale des intrusions d’eau salée dans l’aquifère côtier de Malia, Crète (Grèce), en utilisant la méthode d’optimisation par essaim de particules Un manejo óptimo de la intrusión salina en el acuífero costero de Malia, Creta (Grecia), mediante la optimización de nubes de partículas 利用粒子群优化对(希腊)克里特岛玛利亚沿海含水层海水入侵进行最优化管理 Gerenciamento efetivo de intrusão de água salina no Aquífero costeiro de Mália, Creta (Grécia), utilizando optimização por enxame de partículas Texto completo
2015
Karatzas, George P. | Dokou, Zoi
Saltwater intrusion is a common phenomenon in coastal aquifers that can affect the quality of water intended for drinking and irrigation purposes. In order to provide sustainable management options for the coastal aquifer of Malia, located on the Greek island of Crete, a weighted multi-objective optimization methodology is employed. The methodology involves use of the particle swarm optimization algorithm combined with groundwater modelling. The sharp-interface approximation combined with the Ghyben-Herztberg equation is used to estimate the saltwater-intrusion front location. The prediction modelling results show that under the current pumping strategies (over-exploitation), the saltwater-intrusion front will continue to move inland, posing a serious threat to the groundwater quality. The management goal is to maximize groundwater withdrawal rates in the existing pumping wells while inhibiting the saltwater-intrusion front at locations closer to the coastal zone. This is achieved by requiring a minimum hydraulic-head value at pre-selected observation locations. In order to control the saltwater intrusion, a large number of pumping wells must be deactivated and alternative sources of water need to be considered.
Mostrar más [+] Menos [-]Short-term forecasting of groundwater levels under conditions of mine-tailings recharge using wavelet ensemble neural network models | Prévision à court terme des niveaux d’eau souterraine sous conditions de recharge au travers de terrils miniers utilisant des modèles d’ensemble d’ondelettes et de réseaux neuronaux Pronósticos a corto plazo de niveles de agua subterránea bajo condiciones de recarga en escombreras de minas usando conjuntos de wavelet con modelos de redes neuronales 利用小波神经网络集成模型对尾矿排泄条件下地下水位进行短期 Previsão a curto prazo dos níveis de águas subterrâneas em condições de recarga de rejeitados mineiros utilizando modelos de redes neuronais conjuntos de onduletas Texto completo
2015
Khalil, Bahaa | Broda, Stefan | Adamowski, Jan | Ozga-Zielinski, Bogdan | Donohoe, Amanda
Several groundwater-level forecasting studies have shown that data-driven models are simpler, faster to develop, and provide more accurate and precise results than physical or numerical-based models. Five data-driven models were examined for the forecasting of groundwater levels as a result of recharge via tailings from an abandoned mine in Quebec, Canada, for lead times of 1 day, 1 week and 1 month. The five models are: a multiple linear regression (MLR); an artificial neural network (ANN); two models that are based on de-noising the model predictors using the wavelet-transform (W-MLR, W-ANN); and a W-ensemble ANN (W-ENN) model. The tailing recharge, total precipitation, and mean air temperature were used as predictors. The ANN models performed better than the MLR models, and both MLR and ANN models performed significantly better after de-noising the predictors using wavelet-transforms. Overall, the W-ENN model performed best for each of the three lead times. These results highlight the ability of wavelet-transforms to decompose non-stationary data into discrete wavelet-components, highlighting cyclic patterns and trends in the time-series at varying temporal scales, rendering the data readily usable in forecasting. The good performance of the W-ENN model highlights the usefulness of ensemble modeling, which ensures model robustness along with improved reliability by reducing variance.
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