SlideShare a Scribd company logo
2005. Proceedings of the Indiana Academy of Science 114(1):1–8




       BAROMETRIC AND EARTH-TIDE INDUCED
 WATER-LEVEL CHANGES IN THE INGLEFIELD SANDSTONE
            IN SOUTHWESTERN INDIANA

Paul C. Inkenbrandt, Paul K. Doss, and Thomas J. Pickett: Department of
  Geology and Physics, The University of Southern Indiana, 8600 University Blvd.,
  Evansville, Indiana 47712 USA
Robert J. Brown: Soil and Water Conservation District, 12445 Highway 41 North,
  Evansville, Indiana 47725 USA

ABSTRACT. Water-levels from a deep-shallow piezometer nest in the Inglefield sandstone depict a
dynamic groundwater system. Water-levels at both the 33.5 m and 18.3 m depths fluctuate up to 0.15 m
in a matter of hours. Most of this fluctuation is driven by responses to atmospheric pressure change. A
strong inverse correlation exists between groundwater-levels and barometric pressure. Calculated baro-
metric efficiency for this aquifer is 0.95, indicating a rigid aquifer skeleton. Following successful quan-
tification and removal of the barometric effects on water-level data, the residual hydrographs suggested
an additional, smaller amplitude periodicity was still present in the water-level records. These fluctuations
were hypothesized to result from Earth-tide induced crustal deformation stresses. Evaluation of barometric-
corrected head data by a Fast Fourier Transform method identified periodicities of water-level changes at
12.01 and 12.4 hours. These periodicities correlate well with solar and lunar tide stressors, respectively.
Whereas barometric fluctuations of water-levels are driven through the well-water column and do not
result from potential changes within the aquifer, Earth-tide induced fluctuations are the result of changes
in aquifer potential. Further, these stress-induced changes are suggestive of a confined system, yet simple
stratigraphy suggests the aquifer is unconfined. Lithologic variability within the sandstone, specifically a
finer-grained and mica-rich shallow zone, likely generates confined behavior.
Keywords:     Barometric efficiency, Earth-tides, groundwater, aquifer, Indiana



   Water-level fluctuations in bedrock aquifers           magnitude and rapidity of water-level change
are essentially strain responses to stress. In           due to barometric pressure change is a func-
large part, stress is typically a direct recharge        tion of the rigidity of the aquifer. A more rigid
or discharge that results in a raising or low-           aquifer will react more efficiently to baromet-
ering of water-levels (groundwater potential),           ric pressure changes. Without the presence of
respectively. Other stresses also affect chang-          the well, there would be no difference in po-
es in potential. Measurable changes in ground-           tential.
water potential on short time scales can result             Earth tidal stresses can change groundwater
from seismic stresses, atmospheric pressure              potential in an aquifer. As the Sun and Moon
changes, and Earth and oceanic tides, whereas            pass over a point on the Earth, gravitational
tectonic loading, basin-filling, and unroofing             forces generate a dilation of the bedrock, in-
can change total stress on much longer scales            creasing pore space, and decreasing the poten-
(Furbish 1997).                                          tial of the groundwater in the aquifer. After
   Barometric pressure can change water-lev-             the Sun and Moon pass, the gravitational force
els in piezometers within confined and deep               decreases, the aquifer (pore space) contracts,
unconfined aquifers. Barometric pressure di-              thus increasing the pore water potential. The
rectly affects water-levels in open piezome-             more easily the aquifer deforms to gravita-
ters, but loses energy in the form of heat as it         tional stresses (less rigid), the greater the mag-
exerts a force through a thick unsaturated               nitude of potential change (Hsieh et al. 1987).
zone, confining layers, and the aquifer (Seo                 The objectives of our work, based upon ob-
1999). The induced gradient across the well              servations of significant and short-term bed-
screen causes well-water fluctuations. The                rock groundwater fluctuations, are to identify
                                                     1
2                                       PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE


                                                       sandstone that reaches maximum thickness
                                                       (up to 24 m) in Vanderburgh County and Po-
                                                       sey County (Shaver et al. 1986). Bedrock
                                                       cores recovered from the University of South-
                                                       ern Indiana campus contain partial sequences
                                                       of the Inglefield sandstone from 16–19 and
                                                       31.5–34.5 meter depths. The micritic West
                                                       Franklin limestone member of the Shelburn
                                                       Formation underlies the sandstone to a depth
                                                       of 35.7 m, and acts as a lower confining unit.
                                                       In the deep core collected at the USI campus,
                                                       a short ( 0.6 m) interval of a coarse con-
                                                       glomeratic unit containing limestone clasts
                                                       separates the limestone from the sandstone.
                                                          Although we have not been able to identify
                                                       with certainty an upper confining unit locally
                                                       for the Inglefield sandstone, the unit does dis-
                                                       play a pronounced fining upward character
                                                       with platy muscovite grains common. Slug
                                                       test results suggest a horizontal hydraulic con-
   Figure 1.—A map of Posey County and Vander-
                                                       ductivity (Kh) in the shallow aquifer (15–18.3
burgh County in southern Indiana with the study
                                                       m depth) of 4.65       10-5 cm/sec (Clark et al.
site and type section of the Inglefield sandstone lo-
cated. IL    Illinois, KY     Kentucky, and USI is     2002). A laboratory permeameter analysis of
the University of Southern Indiana.                    a core segment from the deep aquifer (32.6
                                                       m) indicates a vertical hydraulic conductivity
                                                       (Kv) of 5.3     10-4 cm/sec. Assuming an an-
                                                       isotropy (Kh/Kv) ratio of 100, an estimated
the stresses, and consequent water-level
                                                       Kh of the deep Inglefield (5.3 10-2 cm/sec)
changes, at work on the Pennsylvanian sand-
                                                       is likely three orders of magnitude greater
stone aquifer in southwestern Indiana. Perhaps
                                                       than that of the shallow Inglefield sand, effec-
the most important justification for this anal-
                                                       tively generating a confined-aquifer system.
ysis is the recognition that the observed (mea-
                                                          The Inglefield sandstone does serve as an
sured) water-level fluctuations do not neces-
                                                       aquifer locally, primarily for domestic users.
sarily depict actual potential changes in the
                                                       Domestic and stock wells tap the Inglefield
bedrock-aquifer system. Changes in the poten-
                                                       interval in the western part of Vanderburgh
tial, or energy, of a groundwater system is
                                                       County where public water supply is not
generally observed by measuring water-levels
                                                       available. Based on the number of homes in
in groundwater wells. However, some stresses,
                                                       the area that do not yet have access to the
particularly barometric pressure changes, can
                                                       local public water supply, the total number of
generate well-water levels that do not repre-
                                                       active domestic supply wells is approximately
sent actual groundwater potential. Without
                                                       100 within 5 km of the USI monitoring wells.
knowledge and quantification of these phe-
                                                       Domestic well users discharge on the order of
nomena, significant error in water-level mea-
                                                       1000 liters of water per day.
surements may go unnoticed. Once these wa-
ter-level changes are quantified, we can better                          METHODS
evaluate and measure the true physical prop-
                                                         Observations and data for this research
erties of, and potential changes in, the aquifer.
                                                       were generated in the Ground-Water Monitor-
      HYDROGEOLOGIC SETTING                            ing Laboratory at the University of Southern
  The type section of the Inglefield Sandstone          Indiana. This lab comprises a deep (WMW,
Member of the Pennsylvanian Patoka For-                33.5 m)–shallow (EMW, 18.3 m) piezometer
mation and the focus of this study are located         nest installed in the Inglefield sandstone and
in Vanderburgh County in Southwestern In-              housed in a ground-floor laboratory of the uni-
diana (Fig. 1). The Inglefield sandstone is             versity Science Center. Each piezometer is of
dominantly a fine to medium-grained quartz              5 cm PVC construction with a 3 m screened
INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER                                             3


                                                       measured groundwater-levels (Crawford &
                                                       Rasmussen 1997).
                                                          Fourier Transform evaluation.—Correct-
                                                       ed head hydrographs were evaluated to deter-
                                                       mine the presence of any periodicities in
                                                       groundwater levels over time. Two overlap-
                                                       ping series of 4096 hourly water-levels (170.7
                                                       days) from the deep piezometer (WMW) that
                                                       had been corrected for barometric influence
                                                       were evaluated using a Fast Fourier Trans-
                                                       form. The two data sets overlap approximately
                                                       three months.
                                                          The Fourier Transform reveals any oscilla-
                                                       tion frequencies that are present in a time se-
                                                       ries. The Fourier Transform is an integral
                                                       transform,

                                                                                        it
                                                               F( )   1/ (2 )       e        R(t) dt   (3)
   Figure 2.—Schematic diagram of the geologic
setting and well installation for this study. EMW is
                                                       where       frequency, i imaginary unit, R(t)
the shallow monitoring well, and WMW is the deep
                                                          corrected head, and t     time.
monitoring well.
                                                          In general, the Fourier Transform of real
                                                       data is a complex valued function, with real
                                                       and imaginary parts, so the transform of 4096
                                                       data points results in 2048 transformed points.
interval (Fig. 2). Water-levels were measured
                                                       Since the spacing of the data is one hour, the
at hourly intervals using pressure transducers
                                                       spacing in the transform is 1/4096 h 1, and the
and data loggers. Hydrographs were plotted to
                                                       domain of the transform is from 0–0.5 h 1,
show changes in groundwater levels over
                                                       that is, periods ranging from infinitely long
time. Barometric pressure was recorded on-
                                                       down to two hours. Normally one is not in-
site using a barometric pressure sensor and
                                                       terested in the real and imaginary parts sepa-
logger.
                                                       rately, but rather the amplitude (Amp), or
   Removing barometric influence.—The ra-
                                                       magnitude, of the transform, computed as:
tio between change in water-level and change
in barometric pressure describes the baromet-
                                                                       {Re2[F( )]       Im2[F( )]}
                                                            Amp                                        (4)
ric efficiency of the well. This relationship is
expressed as:                                          where Re(F( )) and Im(F( )) are the real and
                                                       imaginary parts of the Fourier Transform.
                       ( WL/ BP)                (1)
                                                       Prominent frequencies have large amplitudes
where        barometric efficiency, WL                  in the Fourier Transform spectrum. Well-de-
change in water-level (m), and BP change               fined peaks of large amplitude, and the pres-
in barometric pressure (m).                            ence of their harmonics, represent significant
Given a calculated barometric efficiency and            periodicities.
the well-defined linear relationship between
                                                              RESULTS AND DISCUSSION
water-level change and atmospheric pressure
change in these wells, then:                             Groundwater hydrographs from both the
                                                       deep and shallow piezometers suggest a dy-
          R(t)     W(t)       [B(t)    J]       (2)
                                                       namic groundwater system. Both deep
where R(t)      residual (corrected) head (m),         (WMW) and shallow (EMW) water-levels
W(t)    well water-level (m),       barometric         fluctuate up to 0.15 m in the matter of hours.
efficiency, B(t)      recorded barometric pres-         Our observations began with the initial rec-
sure (m), and J     A constant (bp at sea level,       ognition of barometric influence on measured
10.3 m H2O). This equation for residual (cor-          groundwater levels (Fig. 3). Water-level hy-
rected) head removes barometric influence on            drographs display a strong inverse correlation
4                                    PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE




  Figure 3.—Hydrograph of water levels from the deep (WMW) piezometer in the University of Southern
Indiana Ground-water Monitoring Lab. Also shown is barometric pressure recorded on site. Measured
water levels display a close inverse relation to barometric pressure changes.



to barometric pressure. Although both deep        Equation 2 to observed water-levels generated
and shallow piezometer records clearly show       barometric corrections to hourly water-level
this relationship, only the deep hydrograph       data that were both positive and negative. In
data are used for our discussion. The inverse     some cases measured water-levels were higher
correlation of barometric pressure and ground-    than actual aquifer potential, and at other
water levels is quantified by barometric effi-      times, measured water-levels were lower than
ciency (Fig. 4). The plot of head as a function   the actual aquifer potential. Moreover, some
of barometric pressure shows a high baromet-      of the corrections to measured levels were as
ric efficiency of 0.95, indicating that during     large as 0.3 m and 0.1 m. Most corrections
this monitoring interval, barometric pressure     for this study were negative indicating that ob-
is a primary control of groundwater level         served water-levels were generally higher than
changes.                                          actual groundwater potential. This is, at least
   Barometric efficiencies of confined aquifers     in part, due to our measured BP on site being
typically range from 0.20–0.75 (Freeze &          generally lower than our selected constant val-
Cherry 1979). A range of       may exist for a    ue for J (sea level BP) in Equation 2.
single aquifer because barometric pressure is        The residual head hydrograph displays a
not the only independent variable applying        periodicity that is not related to barometric
stress to the groundwater system during any       changes (Fig. 5). The amplitude of the ob-
monitoring interval. Because of the consis-       served periodicity in the corrected head hy-
tently, and atypically, high barometric effi-      drograph is approximately an order of mag-
ciency observed in this study, we infer a par-    nitude smaller than original water fluctuations.
ticularly rigid skeleton for the Inglefield        The large-scale influence of barometric pres-
sandstone aquifer.                                sure had masked these actual, small-scale fluc-
   Hydrographs of corrected head are signifi-      tuations in aquifer potential. Corrected head
cantly different from originally recorded well-   does not have an inverse relationship with
water elevation (Fig. 5). The application of      barometric pressure indicating that barometric
INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER                                                 5




  Figure 4.—Plot of ground-water levels from WMW as a function of barometric pressure for the interval
shown in Fig. 3. The slope of this relationship, as characterized by the regression, represents the Barometric
Efficiency ( ) of the aquifer. During this monitoring interval, equals 0.95.




influence was successfully removed from                  and its harmonic (12 h). This influence is pre-
originally measured water-levels.                       sumably the combined effects of solar induced
   Fourier transforms of the two overlapping            Earth-tides and any anthropogenic influences
WMW data sets show similar results. For clar-           that operate with a 24 h period. Anthropogen-
ity, only the transforms of the November 2003           ic influences might include pumping from the
through May 2004 corrected head data are                aquifer, recharge to the aquifer, and daily load-
shown here (Fig. 6). Any purely sinusoidal in-          ing of the land surface above the aquifer
fluence in the data will appear in the transform         (leading to periodic elastic compaction and di-
as a single peak with a frequency the same as           lation).
that of the influence. A periodic influence that             Peaks A and C are similarly related. Peak
is not sinusoidal will still appear in the trans-
                                                        A is indicative of a fundamental 24.8 h peri-
form, but also with additional peaks located
                                                        odicity of water-level changes, and peak C is
at multiples of the fundamental frequency;
                                                        its harmonic. Given the close match of this
these are the (higher) harmonics of the fun-
                                                        periodicity to the fundamental period for lunar
damental. Our data display four distinct peaks
                                                        tides, and in the absence of other known in-
labeled A, B, C, and D. Peak A represents a
                                                        fluences with this period, we infer an unequiv-
period of 24.8 h, peak B corresponds to a pe-
                                                        ocal signature of the lunar gravitational effect
riod of 24.0 h, peak C corresponds to a period
                                                        on the aquifer.
of 12.4 hours, and D to 12.01 hours. In these
                                                           The unlabeled large amplitude, low fre-
data, peak D is the 2nd harmonic of peak B,
                                                        quency peaks near the origin of the ‘‘native’’
which is the fundamental (1st harmonic), and
                                                        output may be related to seasonal (periodic)
peak C is the 2nd harmonic of peak A.
                                                        and other long-term changes in groundwater
   Peaks B and D represent a fundamental 24
h periodicity in groundwater level fluctuations          levels (Fig. 6). It is also difficult to discern
6                                    PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE




  Figure 5.—Corrected head hydrograph for WMW for the period 25 November 2003 to 23 February
2004. Note the significantly smaller water level changes when compared to the observed water levels
shown in Fig. 3. This hydrograph indicates that a periodicity in water-level change exists following
barometric pressure correction. The inset graph is a magnification of the periodicity over a seven-day
period, centered on a full moon that occurred on 27 December 2003.



real frequencies of long periodicities in these     tified periodicities of 12.01 and 12.4 h, cor-
‘‘short’’ data sets.                                responding well to solar and lunar tidal
   The output from the Fourier Transform of         stresses, respectively.
corrected head indicates that groundwater lev-         Given the pronounced response of this
els display periodic fluctuations over a range       aquifer to external stresses, we hope to use
of frequencies. The moderately high relative        these responses as passive tests of aquifer
amplitude ( 10) of the solar and lunar tidal        characteristics, specifically storativity. Further,
peaks, and the presence of harmonics, indicate      we hope to modify our monitoring to much
that these variables have a demonstrable and        shorter intervals in an attempt to evaluate any
measurable effect on periodic fluctuations of        responses of this aquifer to seismic stress. A
groundwater potential in the aquifer.               broadband seismograph is located on the Uni-
   Water-levels recorded in the Inglefield bed-      versity of Southern Indiana campus, and we
rock piezometers display groundwater level          have access to real-time seismic monitoring
fluctuations that result from external stresses.     data. We regularly record New Madrid and
Specifically, the aquifer acts as a ‘‘high effi-      Wabash Valley seismicity as well as larger
ciency barometer,’’ displaying a strong inverse     global events at our campus instrument. Re-
correlation between water-levels and atmo-          cent work by Chia et al. (2002) has suggested
spheric pressure variations. Small-amplitude        that some groundwater responses to seismicity
fluctuations were observed in the corrected          vary by stress field (extension versus com-
head that represent tidal stresses on the bed-      pression). In addition, some rapid, coseismic
rock aquifer. A Fast Fourier Transform iden-        groundwater level changes have been inter-
INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER                                              7




   Figure 6.—Fourier Transform output for corrected head data displayed in Fig. 5. Large graph shows
native output from the transform; Fourier output is defined in ‘‘Bins.’’ For this series, (Bins/4096)
                                 period 1. Inset graph shows the same data with x-axis modified to display
frequency of stress influence
units of periodicity in hours. Labeled peaks are discussed in the text and represent the periods of ground-
water level fluctuations generated by solar (B, D) and lunar (A, C) tide stresses.



                                                         earthquakes. Journal of Geophysical Research
preted to alter fracture blockages at significant
                                                         108(B8):2390–2400.
distances from the seismic focus (Brodsky et
                                                       Chia, Y.P, Y.S. Wang, C.C. Huang, J.S. Chen & H.P.
al. 2003).
                                                         Wu. 2002. Coseismic changes of groundwater
            ACKNOWLEDGMENTS                              level in response to the 1999 Chi-Chi earthquake.
                                                         Western Pacific Earth Sciences 2(3):261–272.
   We thank Todd Rasmussen for providing
                                                       Clark, S.P., M.C. Cure, T.J. Erny & P.K. Doss.
his insights into the barometric influence re-
                                                         2002. New results from a deep, shallow piezom-
moval process and Bill Wilding for help with
                                                         eter nest in the Pennsylvanian Inglefield Sand-
statistics. The University of Southern Indiana           stone Aquifer, southwestern Indiana. Geological
RISC program and Barnett Research Award                  Society of America, Abstracts with Programs
provided research and travel support to Paul             34(2):A–83.
Inkenbrandt and Robert Brown. We also thank            Crawford, L.A. & T.C. Rasmussen. 1997. Identi-
Henry Gray, Solomon Isiorho, and James Ber-              fying and removing barometric pressure effects
ry for their thoughtful and helpful reviews of           in confined and unconfined aquifers. Ground-
                                                         water 35(3):502–511.
this manuscript.
                                                       Freeze, R.A. & J.A. Cherry. 1979. Groundwater.
              LITERATURE CITED                           Prentice-Hall, Inc. Englewood Cliffs, New Jer-
                                                         sey. 234 pp.
Brodsky, E.E., E. Roeloffs, D. Woodcock, I. Gall
                                                       Furbish, D.J. 1997. Fluid Physics in Geology: An
  & M. Manga. 2003. A mechanism for sustained
  groundwater pressure changes induced by distant        Introduction to Fluid Motions on Earth’s Surface
8                                    PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE

  and Within Its Crust. Oxford University Press.   J.B. Droste, D.L. Eggert, H.H. Gray, D. Harper,
  New York, New York. 475 pp.                      N.R. Hasenmueller, W.A. Hasenmueller, A.S.
Hsieh, P.A., J.D. Bredehoeft & J.M. Farr. 1987.    Horowitz, H.C. Hutchison, B.D. Keith, S.J. Kel-
  Determination of aquifer transmissivity from     ler, J.B. Patton, C.B. Rexroad & C.E. Weir.
  Earth tide analysis. Water Resources Research    1986. Compendium of Paleozoic Rock-Unit
  23(10):1824–1832.                                Stratigraphy in Indiana B A Revision. Indiana
Seo, H.H. 1999. Modeling the Response of           Department of Natural Resources, Bulletin #59,
  Groundwater Levels in Wells to Changes in        Indiana Geological Survey. 203 pp.
  Barometric Pressure. Ph.D. Dissertation, Iowa
  State University. 152 pp.                        Manuscript received 3 February 2005, revised 6
Shaver, R.H., C.H. Ault, A.N. Burger, D.D. Carr,   May 2005.

More Related Content

What's hot

Hydrogeology of Tennessee
Hydrogeology of TennesseeHydrogeology of Tennessee
Hydrogeology of Tennessee
Thomas Ballard, PG, CHG
 
Structurally failed dam a case study of cham dam, north-eastern nigeria
Structurally failed dam a case study of cham dam, north-eastern nigeriaStructurally failed dam a case study of cham dam, north-eastern nigeria
Structurally failed dam a case study of cham dam, north-eastern nigeria
Alexander Decker
 
Ppt on terminology of ground water
Ppt on terminology  of ground waterPpt on terminology  of ground water
Ppt on terminology of ground water
Er. Zahir Gulamjilani Mahida
 
Engineering properties of soil
Engineering properties of soilEngineering properties of soil
Engineering properties of soil
Rakesh Reddy
 
Groundwater exploration
Groundwater explorationGroundwater exploration
Groundwater exploration
Abdalrahman Soliman
 
Groundwater Properties
Groundwater PropertiesGroundwater Properties
Groundwater Properties
Minhaz Hasan
 
Integrated geophysical methods for groundwater exploration in a k
Integrated geophysical methods for groundwater exploration in a kIntegrated geophysical methods for groundwater exploration in a k
Integrated geophysical methods for groundwater exploration in a k
BOURHEN EDDINE AFLI
 
Ground water harvesting
Ground water harvestingGround water harvesting
Ground water harvesting
RishavRay4
 
Exploration and Exploitation Groundwater From Journal and Materials
Exploration and Exploitation Groundwater From Journal and MaterialsExploration and Exploitation Groundwater From Journal and Materials
Exploration and Exploitation Groundwater From Journal and Materials
Martheana Kencanawati
 
Rapid Assessment of Circumarctic Ecosystem Resilience
Rapid Assessment of Circumarctic Ecosystem ResilienceRapid Assessment of Circumarctic Ecosystem Resilience
Rapid Assessment of Circumarctic Ecosystem Resilience
James Snider
 
The Boltysh crater fill sediments – a 500,000 year record of the lower Danian
The Boltysh crater fill sediments – a 500,000 year record of the lower DanianThe Boltysh crater fill sediments – a 500,000 year record of the lower Danian
The Boltysh crater fill sediments – a 500,000 year record of the lower Danian
Iain Gilmour
 
Groundwater
GroundwaterGroundwater
Identification of Groundwater Prospective Zones Using Geoelectrical and Elec...
Identification of Groundwater Prospective Zones Using  Geoelectrical and Elec...Identification of Groundwater Prospective Zones Using  Geoelectrical and Elec...
Identification of Groundwater Prospective Zones Using Geoelectrical and Elec...
International Journal of Engineering Inventions www.ijeijournal.com
 
Holocene sediment
Holocene sedimentHolocene sediment
Holocene sediment
muhd nur ismail abdul rahman
 
Surface Water
Surface WaterSurface Water
Surface Water
Stuart Kirkham
 
Plate tectonics and magma genesis
Plate tectonics and magma genesisPlate tectonics and magma genesis
Plate tectonics and magma genesis
Pramoda Raj
 
Syn-rift carbonate platform [Dorobek,2008 ]
 Syn-rift carbonate platform [Dorobek,2008 ] Syn-rift carbonate platform [Dorobek,2008 ]
Syn-rift carbonate platform [Dorobek,2008 ]
Omar Radwan
 
Water Balance Analysis
Water Balance AnalysisWater Balance Analysis
Water Balance Analysis
C. P. Kumar
 
Subsidence
SubsidenceSubsidence
Subsidence
Diego Benites N.
 

What's hot (19)

Hydrogeology of Tennessee
Hydrogeology of TennesseeHydrogeology of Tennessee
Hydrogeology of Tennessee
 
Structurally failed dam a case study of cham dam, north-eastern nigeria
Structurally failed dam a case study of cham dam, north-eastern nigeriaStructurally failed dam a case study of cham dam, north-eastern nigeria
Structurally failed dam a case study of cham dam, north-eastern nigeria
 
Ppt on terminology of ground water
Ppt on terminology  of ground waterPpt on terminology  of ground water
Ppt on terminology of ground water
 
Engineering properties of soil
Engineering properties of soilEngineering properties of soil
Engineering properties of soil
 
Groundwater exploration
Groundwater explorationGroundwater exploration
Groundwater exploration
 
Groundwater Properties
Groundwater PropertiesGroundwater Properties
Groundwater Properties
 
Integrated geophysical methods for groundwater exploration in a k
Integrated geophysical methods for groundwater exploration in a kIntegrated geophysical methods for groundwater exploration in a k
Integrated geophysical methods for groundwater exploration in a k
 
Ground water harvesting
Ground water harvestingGround water harvesting
Ground water harvesting
 
Exploration and Exploitation Groundwater From Journal and Materials
Exploration and Exploitation Groundwater From Journal and MaterialsExploration and Exploitation Groundwater From Journal and Materials
Exploration and Exploitation Groundwater From Journal and Materials
 
Rapid Assessment of Circumarctic Ecosystem Resilience
Rapid Assessment of Circumarctic Ecosystem ResilienceRapid Assessment of Circumarctic Ecosystem Resilience
Rapid Assessment of Circumarctic Ecosystem Resilience
 
The Boltysh crater fill sediments – a 500,000 year record of the lower Danian
The Boltysh crater fill sediments – a 500,000 year record of the lower DanianThe Boltysh crater fill sediments – a 500,000 year record of the lower Danian
The Boltysh crater fill sediments – a 500,000 year record of the lower Danian
 
Groundwater
GroundwaterGroundwater
Groundwater
 
Identification of Groundwater Prospective Zones Using Geoelectrical and Elec...
Identification of Groundwater Prospective Zones Using  Geoelectrical and Elec...Identification of Groundwater Prospective Zones Using  Geoelectrical and Elec...
Identification of Groundwater Prospective Zones Using Geoelectrical and Elec...
 
Holocene sediment
Holocene sedimentHolocene sediment
Holocene sediment
 
Surface Water
Surface WaterSurface Water
Surface Water
 
Plate tectonics and magma genesis
Plate tectonics and magma genesisPlate tectonics and magma genesis
Plate tectonics and magma genesis
 
Syn-rift carbonate platform [Dorobek,2008 ]
 Syn-rift carbonate platform [Dorobek,2008 ] Syn-rift carbonate platform [Dorobek,2008 ]
Syn-rift carbonate platform [Dorobek,2008 ]
 
Water Balance Analysis
Water Balance AnalysisWater Balance Analysis
Water Balance Analysis
 
Subsidence
SubsidenceSubsidence
Subsidence
 

Viewers also liked

Nokoko At The Dia
Nokoko At The DiaNokoko At The Dia
Nokoko At The Dia
Velonda Thompson, PhD
 
Martin Waxman Loyalist PR Social Media presentation march 2011
Martin Waxman Loyalist PR Social Media presentation march 2011Martin Waxman Loyalist PR Social Media presentation march 2011
Martin Waxman Loyalist PR Social Media presentation march 2011
Martin Waxman
 
CoCurricularPresentation-V Thompson
CoCurricularPresentation-V ThompsonCoCurricularPresentation-V Thompson
CoCurricularPresentation-V Thompson
Velonda Thompson, PhD
 
Daaa4th Annual Nutrition Fair The Rp Factor
Daaa4th Annual Nutrition Fair The Rp FactorDaaa4th Annual Nutrition Fair The Rp Factor
Daaa4th Annual Nutrition Fair The Rp Factor
Velonda Thompson, PhD
 
Transcript Copy
Transcript CopyTranscript Copy
Transcript Copy
huttonismyhero
 
Jai
JaiJai
Jai
t2india
 
Resume
Resume Resume
Mission To Ghana2007 B
Mission To Ghana2007 BMission To Ghana2007 B
Mission To Ghana2007 B
Velonda Thompson, PhD
 
Modern Roundabouts FHWA March 2012
Modern Roundabouts FHWA March 2012 Modern Roundabouts FHWA March 2012
Modern Roundabouts FHWA March 2012
THECITYALLIANCE
 
Training And Certification Presentation Jordan
Training And Certification Presentation JordanTraining And Certification Presentation Jordan
Training And Certification Presentation Jordan
Sherard Jones
 
Prospectus
Prospectus Prospectus
Prospectus
Sherard Jones
 
IPA NEC Presentation
IPA NEC PresentationIPA NEC Presentation
IPA NEC Presentation
Sherard Jones
 
How to Audit PPC (Adwords) Accounts - Complete Checklist
How to Audit PPC (Adwords) Accounts - Complete ChecklistHow to Audit PPC (Adwords) Accounts - Complete Checklist
How to Audit PPC (Adwords) Accounts - Complete Checklist
Justine Jes Thomas
 
PPC & SEO Proposal from Experts
PPC & SEO Proposal from ExpertsPPC & SEO Proposal from Experts
PPC & SEO Proposal from Experts
Justine Jes Thomas
 
Cluster Analysis - Keyword Clustering
Cluster Analysis -  Keyword ClusteringCluster Analysis -  Keyword Clustering
Cluster Analysis - Keyword Clustering
Justine Jes Thomas
 
DIgital/Online Marketing Proposal from Industry Leaders
DIgital/Online Marketing Proposal from Industry LeadersDIgital/Online Marketing Proposal from Industry Leaders
DIgital/Online Marketing Proposal from Industry Leaders
Justine Jes Thomas
 

Viewers also liked (16)

Nokoko At The Dia
Nokoko At The DiaNokoko At The Dia
Nokoko At The Dia
 
Martin Waxman Loyalist PR Social Media presentation march 2011
Martin Waxman Loyalist PR Social Media presentation march 2011Martin Waxman Loyalist PR Social Media presentation march 2011
Martin Waxman Loyalist PR Social Media presentation march 2011
 
CoCurricularPresentation-V Thompson
CoCurricularPresentation-V ThompsonCoCurricularPresentation-V Thompson
CoCurricularPresentation-V Thompson
 
Daaa4th Annual Nutrition Fair The Rp Factor
Daaa4th Annual Nutrition Fair The Rp FactorDaaa4th Annual Nutrition Fair The Rp Factor
Daaa4th Annual Nutrition Fair The Rp Factor
 
Transcript Copy
Transcript CopyTranscript Copy
Transcript Copy
 
Jai
JaiJai
Jai
 
Resume
Resume Resume
Resume
 
Mission To Ghana2007 B
Mission To Ghana2007 BMission To Ghana2007 B
Mission To Ghana2007 B
 
Modern Roundabouts FHWA March 2012
Modern Roundabouts FHWA March 2012 Modern Roundabouts FHWA March 2012
Modern Roundabouts FHWA March 2012
 
Training And Certification Presentation Jordan
Training And Certification Presentation JordanTraining And Certification Presentation Jordan
Training And Certification Presentation Jordan
 
Prospectus
Prospectus Prospectus
Prospectus
 
IPA NEC Presentation
IPA NEC PresentationIPA NEC Presentation
IPA NEC Presentation
 
How to Audit PPC (Adwords) Accounts - Complete Checklist
How to Audit PPC (Adwords) Accounts - Complete ChecklistHow to Audit PPC (Adwords) Accounts - Complete Checklist
How to Audit PPC (Adwords) Accounts - Complete Checklist
 
PPC & SEO Proposal from Experts
PPC & SEO Proposal from ExpertsPPC & SEO Proposal from Experts
PPC & SEO Proposal from Experts
 
Cluster Analysis - Keyword Clustering
Cluster Analysis -  Keyword ClusteringCluster Analysis -  Keyword Clustering
Cluster Analysis - Keyword Clustering
 
DIgital/Online Marketing Proposal from Industry Leaders
DIgital/Online Marketing Proposal from Industry LeadersDIgital/Online Marketing Proposal from Industry Leaders
DIgital/Online Marketing Proposal from Industry Leaders
 

Similar to Writing Sample

12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-1612 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
indiawrm
 
subsurface investigation of ground water
subsurface investigation of ground watersubsurface investigation of ground water
subsurface investigation of ground water
MalimaluMalimaluVeer
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
ijceronline
 
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
International Journal of Engineering Inventions www.ijeijournal.com
 
Peatland management impacts on flood regulation
Peatland management impacts on flood regulationPeatland management impacts on flood regulation
Peatland management impacts on flood regulation
Aberdeen CES
 
Groundwater Hydrology
Groundwater HydrologyGroundwater Hydrology
Groundwater Hydrology
Malla Reddy University
 
Westford Well Report Final
Westford Well Report FinalWestford Well Report Final
Westford Well Report Final
Britney Wells
 
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
Dr. Pankaj Dhussa
 
Unit 5 _Groundwater Hydrology.pptx
Unit 5 _Groundwater Hydrology.pptxUnit 5 _Groundwater Hydrology.pptx
Unit 5 _Groundwater Hydrology.pptx
ssuser7acfb8
 
Impact of climate on groundwater
Impact of climate on groundwaterImpact of climate on groundwater
Impact of climate on groundwater
Prof. A.Balasubramanian
 
Hp2002
Hp2002Hp2002
Minsley et al 2011 - JEEG
Minsley et al 2011 - JEEGMinsley et al 2011 - JEEG
Minsley et al 2011 - JEEG
Scott Ikard Ph.D., P.E.
 
SEAPAGE
SEAPAGESEAPAGE
SEAPAGE
Meesum Zaidi
 
subsurface[1].pptx
subsurface[1].pptxsubsurface[1].pptx
subsurface[1].pptx
MalimaluMalimaluVeer
 
Effects of episodic fluid flow on hydrocarbon migration inth.docx
Effects of episodic fluid flow on hydrocarbon migration inth.docxEffects of episodic fluid flow on hydrocarbon migration inth.docx
Effects of episodic fluid flow on hydrocarbon migration inth.docx
toltonkendal
 
Geoelectrical investigation
Geoelectrical investigationGeoelectrical investigation
Geoelectrical investigation
oilandgas24
 
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) WaterNISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
Dr. Pankaj Dhussa
 
Pyke paper for asce lifelines conference 2021 22
Pyke paper for asce lifelines conference 2021 22Pyke paper for asce lifelines conference 2021 22
Pyke paper for asce lifelines conference 2021 22
Robert Pyke
 
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
engineerou
 
borehole_waye
borehole_wayeborehole_waye
borehole_waye
Stephen Crittenden
 

Similar to Writing Sample (20)

12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-1612 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
12 - NIH 2 - Groundmanagement issues of Hard rocks-Sep-16
 
subsurface investigation of ground water
subsurface investigation of ground watersubsurface investigation of ground water
subsurface investigation of ground water
 
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...IJCER (www.ijceronline.com) International Journal of computational Engineerin...
IJCER (www.ijceronline.com) International Journal of computational Engineerin...
 
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
Geophysical Investigation of Groundwater Potential in Ahmadu Bello University...
 
Peatland management impacts on flood regulation
Peatland management impacts on flood regulationPeatland management impacts on flood regulation
Peatland management impacts on flood regulation
 
Groundwater Hydrology
Groundwater HydrologyGroundwater Hydrology
Groundwater Hydrology
 
Westford Well Report Final
Westford Well Report FinalWestford Well Report Final
Westford Well Report Final
 
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
NISAR NASA-ISRO Synthetic Aperture Radar (NISAR) Drought and Groundwater With...
 
Unit 5 _Groundwater Hydrology.pptx
Unit 5 _Groundwater Hydrology.pptxUnit 5 _Groundwater Hydrology.pptx
Unit 5 _Groundwater Hydrology.pptx
 
Impact of climate on groundwater
Impact of climate on groundwaterImpact of climate on groundwater
Impact of climate on groundwater
 
Hp2002
Hp2002Hp2002
Hp2002
 
Minsley et al 2011 - JEEG
Minsley et al 2011 - JEEGMinsley et al 2011 - JEEG
Minsley et al 2011 - JEEG
 
SEAPAGE
SEAPAGESEAPAGE
SEAPAGE
 
subsurface[1].pptx
subsurface[1].pptxsubsurface[1].pptx
subsurface[1].pptx
 
Effects of episodic fluid flow on hydrocarbon migration inth.docx
Effects of episodic fluid flow on hydrocarbon migration inth.docxEffects of episodic fluid flow on hydrocarbon migration inth.docx
Effects of episodic fluid flow on hydrocarbon migration inth.docx
 
Geoelectrical investigation
Geoelectrical investigationGeoelectrical investigation
Geoelectrical investigation
 
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) WaterNISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
NISAR ( NASA-ISRO Synthetic Aperture Radar (NISAR) ) Water
 
Pyke paper for asce lifelines conference 2021 22
Pyke paper for asce lifelines conference 2021 22Pyke paper for asce lifelines conference 2021 22
Pyke paper for asce lifelines conference 2021 22
 
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
Dr. Richard Taylor - Groundwater-climate interactions: current challenges & n...
 
borehole_waye
borehole_wayeborehole_waye
borehole_waye
 

Recently uploaded

HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
panagenda
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
Shinana2
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
Ivanti
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
Zilliz
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
saastr
 
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStrDeep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
saastr
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
Tomaz Bratanic
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Wask
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
Zilliz
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
tolgahangng
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
saastr
 
Finale of the Year: Apply for Next One!
Finale of the Year: Apply for Next One!Finale of the Year: Apply for Next One!
Finale of the Year: Apply for Next One!
GDSC PJATK
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Safe Software
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
MichaelKnudsen27
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
Jakub Marek
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
kumardaparthi1024
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
innovationoecd
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Tosin Akinosho
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
Postman
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
alexjohnson7307
 

Recently uploaded (20)

HCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAUHCL Notes and Domino License Cost Reduction in the World of DLAU
HCL Notes and Domino License Cost Reduction in the World of DLAU
 
dbms calicut university B. sc Cs 4th sem.pdf
dbms  calicut university B. sc Cs 4th sem.pdfdbms  calicut university B. sc Cs 4th sem.pdf
dbms calicut university B. sc Cs 4th sem.pdf
 
June Patch Tuesday
June Patch TuesdayJune Patch Tuesday
June Patch Tuesday
 
Generating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and MilvusGenerating privacy-protected synthetic data using Secludy and Milvus
Generating privacy-protected synthetic data using Secludy and Milvus
 
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
Deep Dive: AI-Powered Marketing to Get More Leads and Customers with HyperGro...
 
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStrDeep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
Deep Dive: Getting Funded with Jason Jason Lemkin Founder & CEO @ SaaStr
 
GraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracyGraphRAG for Life Science to increase LLM accuracy
GraphRAG for Life Science to increase LLM accuracy
 
Digital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying AheadDigital Marketing Trends in 2024 | Guide for Staying Ahead
Digital Marketing Trends in 2024 | Guide for Staying Ahead
 
Programming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup SlidesProgramming Foundation Models with DSPy - Meetup Slides
Programming Foundation Models with DSPy - Meetup Slides
 
Serial Arm Control in Real Time Presentation
Serial Arm Control in Real Time PresentationSerial Arm Control in Real Time Presentation
Serial Arm Control in Real Time Presentation
 
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
Overcoming the PLG Trap: Lessons from Canva's Head of Sales & Head of EMEA Da...
 
Finale of the Year: Apply for Next One!
Finale of the Year: Apply for Next One!Finale of the Year: Apply for Next One!
Finale of the Year: Apply for Next One!
 
Driving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success StoryDriving Business Innovation: Latest Generative AI Advancements & Success Story
Driving Business Innovation: Latest Generative AI Advancements & Success Story
 
Nordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptxNordic Marketo Engage User Group_June 13_ 2024.pptx
Nordic Marketo Engage User Group_June 13_ 2024.pptx
 
Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)Main news related to the CCS TSI 2023 (2023/1695)
Main news related to the CCS TSI 2023 (2023/1695)
 
GenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizationsGenAI Pilot Implementation in the organizations
GenAI Pilot Implementation in the organizations
 
Presentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of GermanyPresentation of the OECD Artificial Intelligence Review of Germany
Presentation of the OECD Artificial Intelligence Review of Germany
 
Monitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdfMonitoring and Managing Anomaly Detection on OpenShift.pdf
Monitoring and Managing Anomaly Detection on OpenShift.pdf
 
WeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation TechniquesWeTestAthens: Postman's AI & Automation Techniques
WeTestAthens: Postman's AI & Automation Techniques
 
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
leewayhertz.com-AI in predictive maintenance Use cases technologies benefits ...
 

Writing Sample

  • 1. 2005. Proceedings of the Indiana Academy of Science 114(1):1–8 BAROMETRIC AND EARTH-TIDE INDUCED WATER-LEVEL CHANGES IN THE INGLEFIELD SANDSTONE IN SOUTHWESTERN INDIANA Paul C. Inkenbrandt, Paul K. Doss, and Thomas J. Pickett: Department of Geology and Physics, The University of Southern Indiana, 8600 University Blvd., Evansville, Indiana 47712 USA Robert J. Brown: Soil and Water Conservation District, 12445 Highway 41 North, Evansville, Indiana 47725 USA ABSTRACT. Water-levels from a deep-shallow piezometer nest in the Inglefield sandstone depict a dynamic groundwater system. Water-levels at both the 33.5 m and 18.3 m depths fluctuate up to 0.15 m in a matter of hours. Most of this fluctuation is driven by responses to atmospheric pressure change. A strong inverse correlation exists between groundwater-levels and barometric pressure. Calculated baro- metric efficiency for this aquifer is 0.95, indicating a rigid aquifer skeleton. Following successful quan- tification and removal of the barometric effects on water-level data, the residual hydrographs suggested an additional, smaller amplitude periodicity was still present in the water-level records. These fluctuations were hypothesized to result from Earth-tide induced crustal deformation stresses. Evaluation of barometric- corrected head data by a Fast Fourier Transform method identified periodicities of water-level changes at 12.01 and 12.4 hours. These periodicities correlate well with solar and lunar tide stressors, respectively. Whereas barometric fluctuations of water-levels are driven through the well-water column and do not result from potential changes within the aquifer, Earth-tide induced fluctuations are the result of changes in aquifer potential. Further, these stress-induced changes are suggestive of a confined system, yet simple stratigraphy suggests the aquifer is unconfined. Lithologic variability within the sandstone, specifically a finer-grained and mica-rich shallow zone, likely generates confined behavior. Keywords: Barometric efficiency, Earth-tides, groundwater, aquifer, Indiana Water-level fluctuations in bedrock aquifers magnitude and rapidity of water-level change are essentially strain responses to stress. In due to barometric pressure change is a func- large part, stress is typically a direct recharge tion of the rigidity of the aquifer. A more rigid or discharge that results in a raising or low- aquifer will react more efficiently to baromet- ering of water-levels (groundwater potential), ric pressure changes. Without the presence of respectively. Other stresses also affect chang- the well, there would be no difference in po- es in potential. Measurable changes in ground- tential. water potential on short time scales can result Earth tidal stresses can change groundwater from seismic stresses, atmospheric pressure potential in an aquifer. As the Sun and Moon changes, and Earth and oceanic tides, whereas pass over a point on the Earth, gravitational tectonic loading, basin-filling, and unroofing forces generate a dilation of the bedrock, in- can change total stress on much longer scales creasing pore space, and decreasing the poten- (Furbish 1997). tial of the groundwater in the aquifer. After Barometric pressure can change water-lev- the Sun and Moon pass, the gravitational force els in piezometers within confined and deep decreases, the aquifer (pore space) contracts, unconfined aquifers. Barometric pressure di- thus increasing the pore water potential. The rectly affects water-levels in open piezome- more easily the aquifer deforms to gravita- ters, but loses energy in the form of heat as it tional stresses (less rigid), the greater the mag- exerts a force through a thick unsaturated nitude of potential change (Hsieh et al. 1987). zone, confining layers, and the aquifer (Seo The objectives of our work, based upon ob- 1999). The induced gradient across the well servations of significant and short-term bed- screen causes well-water fluctuations. The rock groundwater fluctuations, are to identify 1
  • 2. 2 PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE sandstone that reaches maximum thickness (up to 24 m) in Vanderburgh County and Po- sey County (Shaver et al. 1986). Bedrock cores recovered from the University of South- ern Indiana campus contain partial sequences of the Inglefield sandstone from 16–19 and 31.5–34.5 meter depths. The micritic West Franklin limestone member of the Shelburn Formation underlies the sandstone to a depth of 35.7 m, and acts as a lower confining unit. In the deep core collected at the USI campus, a short ( 0.6 m) interval of a coarse con- glomeratic unit containing limestone clasts separates the limestone from the sandstone. Although we have not been able to identify with certainty an upper confining unit locally for the Inglefield sandstone, the unit does dis- play a pronounced fining upward character with platy muscovite grains common. Slug test results suggest a horizontal hydraulic con- Figure 1.—A map of Posey County and Vander- ductivity (Kh) in the shallow aquifer (15–18.3 burgh County in southern Indiana with the study m depth) of 4.65 10-5 cm/sec (Clark et al. site and type section of the Inglefield sandstone lo- cated. IL Illinois, KY Kentucky, and USI is 2002). A laboratory permeameter analysis of the University of Southern Indiana. a core segment from the deep aquifer (32.6 m) indicates a vertical hydraulic conductivity (Kv) of 5.3 10-4 cm/sec. Assuming an an- isotropy (Kh/Kv) ratio of 100, an estimated the stresses, and consequent water-level Kh of the deep Inglefield (5.3 10-2 cm/sec) changes, at work on the Pennsylvanian sand- is likely three orders of magnitude greater stone aquifer in southwestern Indiana. Perhaps than that of the shallow Inglefield sand, effec- the most important justification for this anal- tively generating a confined-aquifer system. ysis is the recognition that the observed (mea- The Inglefield sandstone does serve as an sured) water-level fluctuations do not neces- aquifer locally, primarily for domestic users. sarily depict actual potential changes in the Domestic and stock wells tap the Inglefield bedrock-aquifer system. Changes in the poten- interval in the western part of Vanderburgh tial, or energy, of a groundwater system is County where public water supply is not generally observed by measuring water-levels available. Based on the number of homes in in groundwater wells. However, some stresses, the area that do not yet have access to the particularly barometric pressure changes, can local public water supply, the total number of generate well-water levels that do not repre- active domestic supply wells is approximately sent actual groundwater potential. Without 100 within 5 km of the USI monitoring wells. knowledge and quantification of these phe- Domestic well users discharge on the order of nomena, significant error in water-level mea- 1000 liters of water per day. surements may go unnoticed. Once these wa- ter-level changes are quantified, we can better METHODS evaluate and measure the true physical prop- Observations and data for this research erties of, and potential changes in, the aquifer. were generated in the Ground-Water Monitor- HYDROGEOLOGIC SETTING ing Laboratory at the University of Southern The type section of the Inglefield Sandstone Indiana. This lab comprises a deep (WMW, Member of the Pennsylvanian Patoka For- 33.5 m)–shallow (EMW, 18.3 m) piezometer mation and the focus of this study are located nest installed in the Inglefield sandstone and in Vanderburgh County in Southwestern In- housed in a ground-floor laboratory of the uni- diana (Fig. 1). The Inglefield sandstone is versity Science Center. Each piezometer is of dominantly a fine to medium-grained quartz 5 cm PVC construction with a 3 m screened
  • 3. INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER 3 measured groundwater-levels (Crawford & Rasmussen 1997). Fourier Transform evaluation.—Correct- ed head hydrographs were evaluated to deter- mine the presence of any periodicities in groundwater levels over time. Two overlap- ping series of 4096 hourly water-levels (170.7 days) from the deep piezometer (WMW) that had been corrected for barometric influence were evaluated using a Fast Fourier Trans- form. The two data sets overlap approximately three months. The Fourier Transform reveals any oscilla- tion frequencies that are present in a time se- ries. The Fourier Transform is an integral transform, it F( ) 1/ (2 ) e R(t) dt (3) Figure 2.—Schematic diagram of the geologic setting and well installation for this study. EMW is where frequency, i imaginary unit, R(t) the shallow monitoring well, and WMW is the deep corrected head, and t time. monitoring well. In general, the Fourier Transform of real data is a complex valued function, with real and imaginary parts, so the transform of 4096 data points results in 2048 transformed points. interval (Fig. 2). Water-levels were measured Since the spacing of the data is one hour, the at hourly intervals using pressure transducers spacing in the transform is 1/4096 h 1, and the and data loggers. Hydrographs were plotted to domain of the transform is from 0–0.5 h 1, show changes in groundwater levels over that is, periods ranging from infinitely long time. Barometric pressure was recorded on- down to two hours. Normally one is not in- site using a barometric pressure sensor and terested in the real and imaginary parts sepa- logger. rately, but rather the amplitude (Amp), or Removing barometric influence.—The ra- magnitude, of the transform, computed as: tio between change in water-level and change in barometric pressure describes the baromet- {Re2[F( )] Im2[F( )]} Amp (4) ric efficiency of the well. This relationship is expressed as: where Re(F( )) and Im(F( )) are the real and imaginary parts of the Fourier Transform. ( WL/ BP) (1) Prominent frequencies have large amplitudes where barometric efficiency, WL in the Fourier Transform spectrum. Well-de- change in water-level (m), and BP change fined peaks of large amplitude, and the pres- in barometric pressure (m). ence of their harmonics, represent significant Given a calculated barometric efficiency and periodicities. the well-defined linear relationship between RESULTS AND DISCUSSION water-level change and atmospheric pressure change in these wells, then: Groundwater hydrographs from both the deep and shallow piezometers suggest a dy- R(t) W(t) [B(t) J] (2) namic groundwater system. Both deep where R(t) residual (corrected) head (m), (WMW) and shallow (EMW) water-levels W(t) well water-level (m), barometric fluctuate up to 0.15 m in the matter of hours. efficiency, B(t) recorded barometric pres- Our observations began with the initial rec- sure (m), and J A constant (bp at sea level, ognition of barometric influence on measured 10.3 m H2O). This equation for residual (cor- groundwater levels (Fig. 3). Water-level hy- rected) head removes barometric influence on drographs display a strong inverse correlation
  • 4. 4 PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE Figure 3.—Hydrograph of water levels from the deep (WMW) piezometer in the University of Southern Indiana Ground-water Monitoring Lab. Also shown is barometric pressure recorded on site. Measured water levels display a close inverse relation to barometric pressure changes. to barometric pressure. Although both deep Equation 2 to observed water-levels generated and shallow piezometer records clearly show barometric corrections to hourly water-level this relationship, only the deep hydrograph data that were both positive and negative. In data are used for our discussion. The inverse some cases measured water-levels were higher correlation of barometric pressure and ground- than actual aquifer potential, and at other water levels is quantified by barometric effi- times, measured water-levels were lower than ciency (Fig. 4). The plot of head as a function the actual aquifer potential. Moreover, some of barometric pressure shows a high baromet- of the corrections to measured levels were as ric efficiency of 0.95, indicating that during large as 0.3 m and 0.1 m. Most corrections this monitoring interval, barometric pressure for this study were negative indicating that ob- is a primary control of groundwater level served water-levels were generally higher than changes. actual groundwater potential. This is, at least Barometric efficiencies of confined aquifers in part, due to our measured BP on site being typically range from 0.20–0.75 (Freeze & generally lower than our selected constant val- Cherry 1979). A range of may exist for a ue for J (sea level BP) in Equation 2. single aquifer because barometric pressure is The residual head hydrograph displays a not the only independent variable applying periodicity that is not related to barometric stress to the groundwater system during any changes (Fig. 5). The amplitude of the ob- monitoring interval. Because of the consis- served periodicity in the corrected head hy- tently, and atypically, high barometric effi- drograph is approximately an order of mag- ciency observed in this study, we infer a par- nitude smaller than original water fluctuations. ticularly rigid skeleton for the Inglefield The large-scale influence of barometric pres- sandstone aquifer. sure had masked these actual, small-scale fluc- Hydrographs of corrected head are signifi- tuations in aquifer potential. Corrected head cantly different from originally recorded well- does not have an inverse relationship with water elevation (Fig. 5). The application of barometric pressure indicating that barometric
  • 5. INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER 5 Figure 4.—Plot of ground-water levels from WMW as a function of barometric pressure for the interval shown in Fig. 3. The slope of this relationship, as characterized by the regression, represents the Barometric Efficiency ( ) of the aquifer. During this monitoring interval, equals 0.95. influence was successfully removed from and its harmonic (12 h). This influence is pre- originally measured water-levels. sumably the combined effects of solar induced Fourier transforms of the two overlapping Earth-tides and any anthropogenic influences WMW data sets show similar results. For clar- that operate with a 24 h period. Anthropogen- ity, only the transforms of the November 2003 ic influences might include pumping from the through May 2004 corrected head data are aquifer, recharge to the aquifer, and daily load- shown here (Fig. 6). Any purely sinusoidal in- ing of the land surface above the aquifer fluence in the data will appear in the transform (leading to periodic elastic compaction and di- as a single peak with a frequency the same as lation). that of the influence. A periodic influence that Peaks A and C are similarly related. Peak is not sinusoidal will still appear in the trans- A is indicative of a fundamental 24.8 h peri- form, but also with additional peaks located odicity of water-level changes, and peak C is at multiples of the fundamental frequency; its harmonic. Given the close match of this these are the (higher) harmonics of the fun- periodicity to the fundamental period for lunar damental. Our data display four distinct peaks tides, and in the absence of other known in- labeled A, B, C, and D. Peak A represents a fluences with this period, we infer an unequiv- period of 24.8 h, peak B corresponds to a pe- ocal signature of the lunar gravitational effect riod of 24.0 h, peak C corresponds to a period on the aquifer. of 12.4 hours, and D to 12.01 hours. In these The unlabeled large amplitude, low fre- data, peak D is the 2nd harmonic of peak B, quency peaks near the origin of the ‘‘native’’ which is the fundamental (1st harmonic), and output may be related to seasonal (periodic) peak C is the 2nd harmonic of peak A. and other long-term changes in groundwater Peaks B and D represent a fundamental 24 h periodicity in groundwater level fluctuations levels (Fig. 6). It is also difficult to discern
  • 6. 6 PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE Figure 5.—Corrected head hydrograph for WMW for the period 25 November 2003 to 23 February 2004. Note the significantly smaller water level changes when compared to the observed water levels shown in Fig. 3. This hydrograph indicates that a periodicity in water-level change exists following barometric pressure correction. The inset graph is a magnification of the periodicity over a seven-day period, centered on a full moon that occurred on 27 December 2003. real frequencies of long periodicities in these tified periodicities of 12.01 and 12.4 h, cor- ‘‘short’’ data sets. responding well to solar and lunar tidal The output from the Fourier Transform of stresses, respectively. corrected head indicates that groundwater lev- Given the pronounced response of this els display periodic fluctuations over a range aquifer to external stresses, we hope to use of frequencies. The moderately high relative these responses as passive tests of aquifer amplitude ( 10) of the solar and lunar tidal characteristics, specifically storativity. Further, peaks, and the presence of harmonics, indicate we hope to modify our monitoring to much that these variables have a demonstrable and shorter intervals in an attempt to evaluate any measurable effect on periodic fluctuations of responses of this aquifer to seismic stress. A groundwater potential in the aquifer. broadband seismograph is located on the Uni- Water-levels recorded in the Inglefield bed- versity of Southern Indiana campus, and we rock piezometers display groundwater level have access to real-time seismic monitoring fluctuations that result from external stresses. data. We regularly record New Madrid and Specifically, the aquifer acts as a ‘‘high effi- Wabash Valley seismicity as well as larger ciency barometer,’’ displaying a strong inverse global events at our campus instrument. Re- correlation between water-levels and atmo- cent work by Chia et al. (2002) has suggested spheric pressure variations. Small-amplitude that some groundwater responses to seismicity fluctuations were observed in the corrected vary by stress field (extension versus com- head that represent tidal stresses on the bed- pression). In addition, some rapid, coseismic rock aquifer. A Fast Fourier Transform iden- groundwater level changes have been inter-
  • 7. INKENBRANDT ET AL.—WATER-LEVEL CHANGES IN SANDSTONE AQUIFER 7 Figure 6.—Fourier Transform output for corrected head data displayed in Fig. 5. Large graph shows native output from the transform; Fourier output is defined in ‘‘Bins.’’ For this series, (Bins/4096) period 1. Inset graph shows the same data with x-axis modified to display frequency of stress influence units of periodicity in hours. Labeled peaks are discussed in the text and represent the periods of ground- water level fluctuations generated by solar (B, D) and lunar (A, C) tide stresses. earthquakes. Journal of Geophysical Research preted to alter fracture blockages at significant 108(B8):2390–2400. distances from the seismic focus (Brodsky et Chia, Y.P, Y.S. Wang, C.C. Huang, J.S. Chen & H.P. al. 2003). Wu. 2002. Coseismic changes of groundwater ACKNOWLEDGMENTS level in response to the 1999 Chi-Chi earthquake. Western Pacific Earth Sciences 2(3):261–272. We thank Todd Rasmussen for providing Clark, S.P., M.C. Cure, T.J. Erny & P.K. Doss. his insights into the barometric influence re- 2002. New results from a deep, shallow piezom- moval process and Bill Wilding for help with eter nest in the Pennsylvanian Inglefield Sand- statistics. The University of Southern Indiana stone Aquifer, southwestern Indiana. Geological RISC program and Barnett Research Award Society of America, Abstracts with Programs provided research and travel support to Paul 34(2):A–83. Inkenbrandt and Robert Brown. We also thank Crawford, L.A. & T.C. Rasmussen. 1997. Identi- Henry Gray, Solomon Isiorho, and James Ber- fying and removing barometric pressure effects ry for their thoughtful and helpful reviews of in confined and unconfined aquifers. Ground- water 35(3):502–511. this manuscript. Freeze, R.A. & J.A. Cherry. 1979. Groundwater. LITERATURE CITED Prentice-Hall, Inc. Englewood Cliffs, New Jer- sey. 234 pp. Brodsky, E.E., E. Roeloffs, D. Woodcock, I. Gall Furbish, D.J. 1997. Fluid Physics in Geology: An & M. Manga. 2003. A mechanism for sustained groundwater pressure changes induced by distant Introduction to Fluid Motions on Earth’s Surface
  • 8. 8 PROCEEDINGS OF THE INDIANA ACADEMY OF SCIENCE and Within Its Crust. Oxford University Press. J.B. Droste, D.L. Eggert, H.H. Gray, D. Harper, New York, New York. 475 pp. N.R. Hasenmueller, W.A. Hasenmueller, A.S. Hsieh, P.A., J.D. Bredehoeft & J.M. Farr. 1987. Horowitz, H.C. Hutchison, B.D. Keith, S.J. Kel- Determination of aquifer transmissivity from ler, J.B. Patton, C.B. Rexroad & C.E. Weir. Earth tide analysis. Water Resources Research 1986. Compendium of Paleozoic Rock-Unit 23(10):1824–1832. Stratigraphy in Indiana B A Revision. Indiana Seo, H.H. 1999. Modeling the Response of Department of Natural Resources, Bulletin #59, Groundwater Levels in Wells to Changes in Indiana Geological Survey. 203 pp. Barometric Pressure. Ph.D. Dissertation, Iowa State University. 152 pp. Manuscript received 3 February 2005, revised 6 Shaver, R.H., C.H. Ault, A.N. Burger, D.D. Carr, May 2005.