Negative correlation between porosity and hydraulic conductivity in sand-and-gravel aquifers at Cape Cod, Massachusetts, USA
Although it may be intuitive to think of the hydraulic conductivity K of unconsolidated, coarse-grained sediments as increasing monotonically with increasing porosity phi, studies have documented a negative correlation between these two parameters under certain grain-size distributions and packing a...
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Veröffentlicht in: | Journal of hydrology (Amsterdam) 2006, Vol.316 (10), p.43-52 |
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description | Although it may be intuitive to think of the hydraulic conductivity K of unconsolidated, coarse-grained sediments as increasing monotonically with increasing porosity phi, studies have documented a negative correlation between these two parameters under certain grain-size distributions and packing arrangements. This is confirmed at two sites on Cape Cod, Massachusetts, USA, where groundwater investigations were conducted in sand-and-gravel aquifers specifically to examine the interdependency of several aquifer properties using measurements from four geophysical well logs. Along with K and phi, the electrical resistivity R0 and the natural gamma activity gamma of saturated deposits were determined as functions of depth. Qualitative examination of results from the first site implies a negative correlation between K and phi that is substantiated by a rigorous multivariate analysis of log data collected from the second site. A principal components analysis describes an over-determined system of inversion equations, with approximately 92% of the cumulative proportion of the total variance being accounted for by only three of the four eigenvectors. A subsequent R-mode factor analysis projects directional trends among the four variables (K, phi, R0 and gamma), and a negative correlation between K and phi emerges as the primary result. |
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This is confirmed at two sites on Cape Cod, Massachusetts, USA, where groundwater investigations were conducted in sand-and-gravel aquifers specifically to examine the interdependency of several aquifer properties using measurements from four geophysical well logs. Along with K and phi, the electrical resistivity R0 and the natural gamma activity gamma of saturated deposits were determined as functions of depth. Qualitative examination of results from the first site implies a negative correlation between K and phi that is substantiated by a rigorous multivariate analysis of log data collected from the second site. A principal components analysis describes an over-determined system of inversion equations, with approximately 92% of the cumulative proportion of the total variance being accounted for by only three of the four eigenvectors. 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A subsequent R-mode factor analysis projects directional trends among the four variables (K, phi, R0 and gamma), and a negative correlation between K and phi emerges as the primary result.</description><subject>aquifers</subject><subject>equations</subject><subject>gravel</subject><subject>groundwater flow</subject><subject>hydraulic conductivity</subject><subject>hydrogeology</subject><subject>hydrologic models</subject><subject>inversion equations</subject><subject>multivariate analysis</subject><subject>porosity</subject><subject>principal component analysis</subject><subject>sand</subject><subject>saturated hydraulic conductivity</subject><issn>0022-1694</issn><issn>1879-2707</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><recordid>eNqFi0FrwkAUhJdSoan2N_h-gIHdrGn0KKGlF3vRnMMzeYkrYVf3bSxCf3xX8N6BYQa-mSeRqFWxTrNCFs8ikTLLUvW-Xr6IV-aTjNJ6mYjfb-oxmCtB47ynIXZn4UDhh8jC2XnHJtwAbQvHW-txHEwTp7Ydm_i6I2OBI07v7j1eaQC8jKYjz4ABSjwTlK5dwBaZsTmOTCHwAqrdZiYmHQ5Mb4-civnnx778Sjt0NfbecF3tMqm0VDJf5bnW_y_-AIqES1k</recordid><startdate>2006</startdate><enddate>2006</enddate><creator>Morin, R.H</creator><scope>FBQ</scope></search><sort><creationdate>2006</creationdate><title>Negative correlation between porosity and hydraulic conductivity in sand-and-gravel aquifers at Cape Cod, Massachusetts, USA</title><author>Morin, R.H</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-fao_agris_US2013010585533</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>aquifers</topic><topic>equations</topic><topic>gravel</topic><topic>groundwater flow</topic><topic>hydraulic conductivity</topic><topic>hydrogeology</topic><topic>hydrologic models</topic><topic>inversion equations</topic><topic>multivariate analysis</topic><topic>porosity</topic><topic>principal component analysis</topic><topic>sand</topic><topic>saturated hydraulic conductivity</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Morin, R.H</creatorcontrib><collection>AGRIS</collection><jtitle>Journal of hydrology (Amsterdam)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Morin, R.H</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Negative correlation between porosity and hydraulic conductivity in sand-and-gravel aquifers at Cape Cod, Massachusetts, USA</atitle><jtitle>Journal of hydrology (Amsterdam)</jtitle><date>2006</date><risdate>2006</risdate><volume>316</volume><issue>10</issue><spage>43</spage><epage>52</epage><pages>43-52</pages><issn>0022-1694</issn><eissn>1879-2707</eissn><abstract>Although it may be intuitive to think of the hydraulic conductivity K of unconsolidated, coarse-grained sediments as increasing monotonically with increasing porosity phi, studies have documented a negative correlation between these two parameters under certain grain-size distributions and packing arrangements. This is confirmed at two sites on Cape Cod, Massachusetts, USA, where groundwater investigations were conducted in sand-and-gravel aquifers specifically to examine the interdependency of several aquifer properties using measurements from four geophysical well logs. Along with K and phi, the electrical resistivity R0 and the natural gamma activity gamma of saturated deposits were determined as functions of depth. Qualitative examination of results from the first site implies a negative correlation between K and phi that is substantiated by a rigorous multivariate analysis of log data collected from the second site. A principal components analysis describes an over-determined system of inversion equations, with approximately 92% of the cumulative proportion of the total variance being accounted for by only three of the four eigenvectors. A subsequent R-mode factor analysis projects directional trends among the four variables (K, phi, R0 and gamma), and a negative correlation between K and phi emerges as the primary result.</abstract></addata></record> |
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subjects | aquifers equations gravel groundwater flow hydraulic conductivity hydrogeology hydrologic models inversion equations multivariate analysis porosity principal component analysis sand saturated hydraulic conductivity |
title | Negative correlation between porosity and hydraulic conductivity in sand-and-gravel aquifers at Cape Cod, Massachusetts, USA |
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