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21.
Forecasting the Probability of Future Groundwater Levels Declining Below Specified Low Thresholds in the Conterminous U.S. 下载免费PDF全文
Robert W. Dudley Glenn A. Hodgkins Jesse E. Dickinson 《Journal of the American Water Resources Association》2017,53(6):1424-1436
We present a logistic regression approach for forecasting the probability of future groundwater levels declining or maintaining below specific groundwater‐level thresholds. We tested our approach on 102 groundwater wells in different climatic regions and aquifers of the United States that are part of the U.S. Geological Survey Groundwater Climate Response Network. We evaluated the importance of current groundwater levels, precipitation, streamflow, seasonal variability, Palmer Drought Severity Index, and atmosphere/ocean indices for developing the logistic regression equations. Several diagnostics of model fit were used to evaluate the regression equations, including testing of autocorrelation of residuals, goodness‐of‐fit metrics, and bootstrap validation testing. The probabilistic predictions were most successful at wells with high persistence (low month‐to‐month variability) in their groundwater records and at wells where the groundwater level remained below the defined low threshold for sustained periods (generally three months or longer). The model fit was weakest at wells with strong seasonal variability in levels and with shorter duration low‐threshold events. We identified challenges in deriving probabilistic‐forecasting models and possible approaches for addressing those challenges. 相似文献
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Robert W. Dudley Glenn A. Hodgkins 《Journal of the American Water Resources Association》2013,49(5):1198-1212
Water‐level trends spanning 20, 30, 40, and 50 years were tested using month‐end groundwater levels in 26, 12, 10, and 3 wells in northern New England (Maine, New Hampshire, and Vermont), respectively. Groundwater levels for 77 wells were used in interannual correlations with meteorological and hydrologic variables related to groundwater. Trends in the contemporary groundwater record (20 and 30 years) indicate increases (rises) or no substantial change in groundwater levels in all months for most wells throughout northern New England. The highest percentage of increasing 20‐year trends was in February through March, May through August, and October through November. Forty‐year trend results were mixed, whereas 50‐year trends indicated increasing groundwater levels. Whereas most monthly groundwater levels correlate strongly with the previous month's level, monthly levels also correlate strongly with monthly streamflows in the same month; correlations of levels with monthly precipitation are less frequent and weaker than those with streamflow. Groundwater levels in May through August correlate strongly with annual (water year) streamflow. Correlations of groundwater levels with streamflow data and the relative richness of 50‐ to 100‐year historical streamflow data suggest useful proxies for quantifying historical groundwater levels in light of the relatively short and fragmented groundwater data records presently available. 相似文献
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After the end of pumping the water level in the observation well starts to recover and the reduced drawdown during the recovery period is named as the residual drawdown. Traditional approaches in analyzing the data of residual drawdown for estimating the aquifer hydraulic parameters are mostly based on the application of superposition principle and Theis equation. In addition, the effect of wellbore storage is commonly ignored in the evaluation even if the test well has a finite diameter. In this article, we develop a mathematical model for describing the residual drawdown with considering the wellbore storage effect and the existing drawdown distribution produced by the pumping part of the test. The Laplace‐domain solution of the model is derived using the Laplace transform technique and the time‐domain result is inverted based on the Stehfest algorithm. This new solution shows that the residual drawdown associated with the boundary and initial conditions are related to the well drawdown and the aquifer drawdown, respectively. The well residual drawdown will be overestimated by the Theis residual drawdown solution in the early recovery part if neglecting the wellbore storage. On the other hand, the Theis residual drawdown solution can be used to approximate the present residual drawdown solution in the late recovery part of the test. 相似文献
25.
本文运用模糊综合评价法,根据金沙县机井取水特点,选取NH+4、Cl-、Pb、Fe3+、F-、NO-2、SO2-4、总硬度、可溶性固体作为评价指标,对选取的五口机井水质进行评价,简述模糊综合评价法的计算过程,得到水体相应的评价等级。 相似文献
26.
本研究采集驻京部队14个自备井水源样品,采用动态浊度东方鲎试验定量检测内毒素活性,同时检测了细菌总数(流式细胞术法)、异养菌平板计数(HPC)、菌落总数(平板法)、总大肠菌群、颗粒物特征、浊度、溶解性有机碳(DOC)和UV254值,比较了内毒素与这些水质参数的相关性.结果表明自备井水源的总内毒素活性为0.15~13.20 EU·m L~(-1),其中游离态内毒素活性为0.10~5.29 EU·m L~(~(-1)),结合态内毒素活性为0.01~8.60 EU·m L~(-1).对于内毒素污染较严重的自备井水源来说,结合态内毒素所占比例明显高于游离态内毒素.总内毒素与其他水质参数关联顺序为细菌总数(流式细胞术法)(r=0.88)HPC(r=0.79)DOC(r=0.77)UV254(r=0.57)总大肠菌群(r=0.50)菌落总数-平板法(r=0.49)=浊度(r=0.49)颗粒物总数(r=0.41).结合态内毒素与其他水质参数关联顺序为细菌总数-流式细胞术法(r=0.81)HPC(r=0.66)总大肠菌群(r=0.65)浊度(r=0.62)颗粒物总数(r=0.58)菌落总数(平板法)(r=0.22).游离态内毒素与水中DOC、UV254的相关系数r分别为0.58和0.26,结果表明游离态内毒素与水中DOC的相关性较大,与UV254相关性很小. 相似文献
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Kenneth B. Edwards 《Journal of the American Water Resources Association》1991,27(5):831-839
ABSTRACT: A pumping test on a phreatic glacial till aquifer was performed near Ames, Iowa, in November 1990. The head in a horizontal well was pumped down rapidly and then held constant for the duration of the 30-hour test. Throughout the test, the flow rate at the pumped well and the head at an adjacent vertical observation well were recorded. The pumping test data were used to determine the hydraulic conductivity and specific yield of the aquifer. The results indicate a hydraulic conductivity of 2.23 × 10?5 cm/s and a representative specific yield of 0.03. Hydraulic conductivity was calculated by a simple integration of Darcy's Law after extrapolating the data to steady state. Specific yield was determined by use of several methods from the literature and a new method proposed by the author. The results show that specific yield increases with time, and that each method is within an order of magnitude of the others. 相似文献
29.
Christopher R. Blattel Karl W.J. Williard Sara G. Baer James J. Zaczek 《Journal of the American Water Resources Association》2005,41(2):301-307
ABSTRACT: Forest and grass riparian buffers have been shown to be effective best management practices for controlling nonpoint source pollution. However, little research has been conducted on giant cane [Arundinaria gigantea (Walt. Muhl.)], a formerly common bamboo species, native to the lower midwestern and southeastern United States, and its ability to reduce nutrient loads to streams. From May 2002 through May 2003, orthophosphate or dissolved reactive phosphate (DRP) concentrations in ground water were measured at successive distances from the field edge through 12 m of riparian buffers of both giant cane and mixed hardwood forest along three streams draining agricultural land in the Cache River watershed in southern Illinois. Giant cane and mixed hardwood forest did not differ in their DRP sequestration abilities. Ground water DRP concentrations were significantly reduced (14 percent) in the first 1.5 m of the buffers, and there was an overall 28 percent reduction in DRP concentration by 12 m from the field edge. The relatively low DRP reductions compared to other studies could be attributed to high DRP input levels, narrow (12 m) buffer lengths, and/or mature (28 to 48 year old) riparian vegetation. 相似文献
30.
Manoutchehr Heidari Keros Cartwrighi 《Journal of the American Water Resources Association》1981,17(4):614-622
: The danger to the environment associated with the injection of liquid industrial wastes into a deep, confined, subsurface rock formation may arise from the transport of the waste laterally or vertically in the formation. The pattern of lateral transport, which can take place as a result of convection as well as dispersion and diffusion, can be determined by an approximate analytical solution to the mass transport equation. Vertical transport may take place through both natural fractures and fractures created by hydrostatic stresses generated around the well during injection. To determine the stresses, we used the finite element method to get a numerical solution of the flow equation. We applied a solution of the flow equation to calculate the stress buildup and decay for the Jones & Laughlin Steel Corporation's injection well near Hennepin in Putnam County, Illinois. According to our computations, the stress buildup due to injection is about 0.16 pounds per square inch per foot - psi - (0.362 Newton per square centimeter per meter), which, added to normal pressure, makes an estimated total stress of 0.60 psi/ft (1.36 Newton/cm2/m). That pressure is insufficient to cause fracturing of the Cambrian Eau Claire aquitard, the confining bed for the disposal zone. 相似文献