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Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 36|P a g e
Application of GIS and MODFLOW to Ground Water
Hydrology- A Review
Singha Sudhakar1
, Verma. M. K2
, Singha Soumya3
1.
Asst. Professor, Dept. Of Civil Engineering, REC, Raipur, India.
2.
Vice Chancellor CSVTU, Bhilai (Professor, Dept. Of Civil Engineering, NIT, Raipur), India.
3.
Asst. Professor, Dept. Of Civil Engineering, RCET, Raipur, India.
ABSTRACT
Groundwater is one of the most valuable natural resources, which supports human health, economic
development and ecological diversity. Due to over exploitation, the ground water systems are affected and
require management to maintain the conditions of ground water resources within acceptable limits. With the
development of computers and advances in information technology, efficient techniques for water management
has evolved. The main intent of the paper is to present a comprehensive review on application of GIS
(Geographic Information System) followed by coupling with MODFLOW package for ground water
management and development. Two major areas are discussed stating GIS applications in ground water
hydrology. (i) GIS based subsurface flow and pollution modelling (ii) Selection of artificial recharge sites.
Although the use of these techniques in groundwater studies has rapidly increased since last decade the sucess
rate is very limited. Based on this review , it is concluded that integation of GIS and MODFLOW have great
potential to revolutionize the monitoring and management of vital ground water resources in the future.
Keywords - GIS, Ground water management, MODFLOW, Recharge, Sub-surface modeling
I. INTRODUCTION
Sub surface water is natural resource in most
countries, particularly for those in arid and semi-arid
areas, due to its relatively low susceptibility to
pollution in comparison to surface water (Jamrah et
al., 2008). It is the source of freshwater available for
all socioeconomic development. But the existence of
groundwater is under great stress of degradation both
in quality and quantity. Due to increase in population,
lack of awareness among the people, and improper
management of this valuable resource lead to
depletion of potential and deterioration of the quality.
Unfortunately the excessive use and continued
mismanagement of water resources to supply ever
increasing water demands to profligate users have led
to water shortages, increasing pollution of fresh water
resources and degraded ecosystems worldwide
(Clarke, 1991; Falkenmark and Lundqvist, 1997; de
Villiers 2000; Tsakiris, 2004). It presents a clear fact
that water is finite and vulnerable resource and it
must be used efficiently for present and future
generations.
GIS has emerged as an effective tool for
handling spatial data and decision making in several
areas including engineering and environmental fields
(Stafford, 1991; Goodchild, 1993).GIS provides a
means of representing the real world through
integrated layers of constituent spatial information
(Corwin, 1996). Most GIS, can easily access overlay
and index operations but cannot model groundwater
flow and transport processes. However, coupling a
GIS to process-based groundwater models can
provide an effective tool for data processing, storing,
manipulating, visualizing and displaying hydro
geological information. Data used in groundwater
modelling consists of four categories: (1) the aquifer
system stress factor, (2) the aquifer system geometry,
(3) the hydro geological parameters, and (4) the main
measured variables (Gogu et al.,
2001). A well designed GIS database can
significantly reduce the time required for data
preparation, processing and presentation during the
modelling process. Use of groundwater models in
hydrogeology mainly includes the simulation of
steady or transient sate groundwater flow, advection,
hydrodynamic dispersion, and multi-component
chemical reaction. In recent years, the use of GIS has
grown rapidly in groundwater assessment and
management research works. Lasserre et al. (1999)
developed a simple GIS linked model for ground
water nitrate transport in the IDRISI GIS
environment. Visual MODFLOW is also an user
friendly software that has ability to generate 3D
visualization graphics and import GIS data. Xu et al.
(2009) used MODFLOW 2000 (Harbaugh et al.
2000) coupled with GIS to simulate the groundwater
dynamics. All of them vary both in space and time,
thus adopting a Geographic Information System
(GIS) in association with a model is helpful.
Coupling GIS technology with a process-based
groundwater model may facilitate hydro geological
and hydrologic system conceptualization and
RESEARCH ARTICLE OPEN ACCESS
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 37|P a g e
characterization (Hinaman1993; Kolm1996; Gogu et
al. 2001), thus also a proper adaptation of the
groundwater flow model to the area under study
(Brodie1998). In most of groundwater modelling
softwares such as FEFLOW, MODFLOW, GMS
(Groundwater Modelling System) there is an
interface that links vector data through compatible
GIS formats i.e. .shp, .lin, .dxf etc. and raster data
formats i.e. .tif, .bmp, .img etc. Unlike surface water
hydrology, the applications of GIS techniques in
groundwater hydrology have received only cursory
treatment and are less documented. In the present
paper an attempt has been made to highlight coupling
of GIS technology with MODFLOW as well as to
present a state of the art review on the application of
GIS techniques along with MODFLOW package in
ground water hydrology.
II. Overview Of GIS Technology
GIS can be characterized as a software package
that efficiently relates graphical information to
attribute data stored in a database and vice-versa. GIS
is used as a effective tool for developing solutions for
water resources problems for assessing and mapping
of ground water quality, understanding the natural
environment and managing water resources on a
required scale, assessing groundwater vulnerability to
pollution, selection of artificial recharge sites,
subsurface flow and pollution modelling.
Figure 1 shows the relationship between GIS and
different types of information systems. At present,
however, GIS not only represents the skills and
procedures for collecting, managing, and using
geographic information, but also entails a
comprehensive body of scientific knowledge from
which these skills and procedures are developed (Lo
and Yeung, 2003).
III. OVERVIEW OF MODFLOW
MODFLOW is programmed under the
FORTRAN 77 (American National Standards
Institute 1978) language environment with the finite–
difference method to describe the movement of
groundwater flow. It was developed by McDonald
and Harbaugh (1984) of US Geology Survey in 1984
and had been updated for three times including
MODFLOW-88(McDonald and Harbaugh 1988),
MODFLOW-96 (Harbaugh and McDonald 1996) and
MODFLOW-2000 (Harbaugh et al. 2000). The
newest version of MODFLOW-2000 could be
compiled by FORTRAN language of Visual Studio
program and general language of C could be used
here.
3.1 COMPONENT OF VISUAL MODFLOW
The Visual MODFLOW is divided in three main
sections such as input, run and output section. The
input section of Visual MODFLOW is used to
1. Defining 3D finite difference grids,
2. Entering pumping well and observation well and
attributes.
3. Defining soil properties zone, and
4. Assigning boundary conditions locations and
attributes.
Visual MODFLOW is the most complete and
easy to use modelling environment for practical
applications in three-dimensional groundwater flow
and contaminant transport simulations. Figure 2
shows various features and generation of model using
Visual MODFLOW. With the combination of
powerful analytical tools and logical menu structure,
the software possesses the following major functions.
 easily dimension the model domain and select
units,
 conveniently assign model properties and
boundary conditions,
 run the model simulations,
 calibrate the model using manual or automated
techniques, and
 Visualize the results using 2D or 3D graphics.
IV. Application Of GIS And MODFLOW
In Ground Water Hydrology
4.1 BROAD SCENARIO
A review of GIS applications in hydrology and
water management has been presented by several
researchers during early nineties and mid-nineties
such as Zhang et al. (1990), DeVantier and Feldman
(1993), Ross and Tara (1993), Schultz (1993),
Deckers and Te Stroet (1996), and Tsihrintzis et al.
(1996). These reviews indicate that GIS applications
in hydrology and water management are essentially
in a modelling dominated context. Although the use
of GIS in groundwater modelling studies dates back
to 1987, its use for surface-water modelling has been
more prevalent than for groundwater modelling
because the available standardized GIS coverages are
primarily of the land surface; few standardized
coverages of hydro geologic properties are available
(Watkins et al., 1996). Watkins et al. (1996) present
an excellent overview of GIS applications in
groundwater-flow modelling as well as discuss its
usefulness and future directions. On the other hand,
Pinder (2002) provides step-by-step procedures for
groundwater flow and transport modelling using GIS
technology.
Numerical models are capable of solving the
more complex equations that describe ground water
flow. These complex equations generally describe
multi-dimensional ground water flow, solute
transport and chemical reactions, although they are
one dimensional numerical model. Tripathi et al.,
(2009) conducted a study to present the overall
availability of groundwater in Chhattisgarh. Effort
has also been made to suggest scientific methods for
proper development and effective management of
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 38|P a g e
Fig.1 Typology of information systems (After Lo and Yeung, 2003)
Fig. 2 Flowchart of various features and generation of model using MODFLOW
groundwater. Tripathi et al. (2009) conducted a study
for groundwater assessment of a small watershed
using Visual MODFLOW. The analysis was
performed to know the impact of different flow and
contaminant properties on hydraulic head, dispersion
and chemical reaction in small ground water basin.
The study had been performed for the Kurudih Nala
Watershed adjoining the Patan block of Durg district
in Chhattisgarh. Sekhar (2005) has adopted an
integrated groundwater modelling approach for better
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 39|P a g e
assessment of water balance components. The model
study shows that impact of pumping results in
regional ground water flows influencing the hydro-
geologic regime in the recharge zone of the sub
basin. MODFLOW is calibrated assuming specified
transmisivities for each of the zones obtained from
several pump tests in the region. Madabhushi et al.
(2006) has made an attempt to solve the problem of
the ground water flow in porous media using a finite
difference code called "MODFLOW". This code
performs satisfactory in solving simple two or three
dimensional problems; it takes a large computational
effort when used to solve through layered soil strata
with varying hydraulic conductivities. The modular
structure of the code renders itself for the
development of a parallelized code.
Based on this comprehensive literature survey
the application of GIS technique and MODFLOW
package in ground water hydrology to date have been
characterized into two groups.
4.2 GIS-Based Subsurface Flow And Pollution
Modeling: Model Development, Applications And
Evaluation
Camp and Brown (1993) developed a GIS-based
methodology for developing subsurface profiles from
well-log data. They examined the accuracy and the
reliability of well-logs with the help of geophysical
logs and formation logs for each borehole from as
many sources as possible. It was found that the
geophysical logs were the most important and formed
the nucleus of the GIS-well-log database. It was also
demonstrated that any number of cross-sectional
profiles or three-dimensional images of well-log data
could be created and viewed interactively from this
database. Furthermore, for each of the subsurface
units, a GIS-MODFLOW interface was developed
that computes the geo-hydro graphic parameters from
the well-log database. It was concluded that a GIS-
based interface provided a powerful method for
overcoming data generation problems in
groundwater-flow modelling.
Hinamann (1993) demonstrated the use of GIS
for assembling input datasets for a FDM (Finite
difference method) based three-dimensional
groundwater flow model, MODFLOW through a case
study in the middle Patuxent River basin of Howard
County, Maryland. The model grids were developed
with GIS. They considered various attributes such as
model boundaries, regolith thickness, stream length,
stream location, etc. After preparing the input layers
using GIS, the output layers were prepared in a
format which was suitable for the MODFLOW input.
It was emphasized that the ability of GIS to change
large sets of spatial data quickly and accurately
enhanced the model calibration process.
Richards et al. (1993) used a numerical
groundwater model, MODFLOW in a GIS
environment using Arc Info software to optimize
well-field design and to analyze aquifer stress
problems in a coastal area of Santa Rosa County,
Florida. They used GIS as a primary tool for the
development of the model grids, in studying the
performance of modeling procedure and the model
analysis. They demonstrated that the model
calibration became very quick and efficient using
GIS tools. They concluded that GIS was well-suited
to efficiently manage resource modeling projects by
allowing data management, data analysis and graphic
outputs within a single integrated software system.
Model systems for specific modeling projects could
also be developed very quickly and easily.
Lasserre et al. (1999) developed a simple GIS-
linked model for nitrate transport using the IDRISI
GIS software. They found that significantly less data
are required for this GIS-linked model compared to
the more classical hydro-geochemical model. They
also linked this model with an unsaturated-zone
transport model called Agri Flux for simulating water
and nitrate fluxes leaving the root zone. The results
indicated that the simulated nitrate concentrations
were in good agreement with the measured values.
Further, in order to compare the GIS-linked model
with a more complete model, simulations were also
performed using the standard software, MT3D-
MODFLOW. The similarities between the results of
these two models confirmed the validity of the
developed GIS-linked model.
Boutt et al. (2001) presented an approach to
examine potential relationships between land use-
derived solutes and base flow surface water quality
by estimating chloride concentrations in surface
water due to road-salt transport through groundwater
at the Michigan’s Grand Traverse Bay Watershed
(GTBW) using groundwater modeling and GIS. They
developed a three-dimensional groundwater flow
model of the GTBW using MODFLOW and
incorporated Arc Info GIS software in the model
which was beneficial for the model development and
the analysis of model output as large amount of
spatial data were required to execute the model. They
reported that the developed geologically
parameterized model offers a method to estimate
spatially and temporally variable solute fluxes via
groundwater to streams and lakes in the study area. A
considerable legacy of land use influencing surface
water quality was found in the area. It was concluded
that this approach could also be used to examine the
impacts of other land-use related solutes on base flow
surface water quality.
4.3 SELECTION OF ARTIFICIAL RECHARGE
SITES
Many workers in various parts of the world have
followed different techniques for generation thematic
maps on geology and hydrogeology integrated the
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 40|P a g e
data to select favourable areas for groundwater
recharge (Weston and swain, 1979, Murakami, 1982,
Sara et.al.1992). A limiting factor in developing
artificial recharge of groundwater is site selection
(Bouwer 2002). A lack of suitable sites often causes
neglect of artificial recharge as a water management
technique (Pyne 1995; Kalantari and Rangzan 2000;
Abu-Taleb 2003).
Rezaei and Sargezi (2009) studied the effects of
artificial recharge on the aquifer of Goharkooh Plain
and specified the best location for the implementation
of artificial recharge using MODFLOW model. The
results showed that the aquifer response to artificial
recharge was positive and the artificial recharge
didn’t have a destructive effect on the aquifer.
Chenini and Ben Mamou (2010) made use of
GIS and numerical modelling in order to specify the
proper location of artificial discharge and
development of groundwater resources. MODFLOW
code was used to estimate the effects of recharge on
the piezometric behaviour of hydro geologic system
and to manage groundwater resources in the studied
area, as well.
The methodology adopted by researchers for the
identification of ground water potential zones and for
the selection of suitable sites for artificial recharge is
explained in Figure 3.
Fig. 3 Flowchart for evaluating and managing groundwater resources by coupling GIS with MODFLOW
V. CONCLUSIONS
Rapidly developing computer technology has
continued to improve modelling methods in
hydrology and water resource management. The
present paper sufficiently highlights integration of
GIS techniques and MODFLOW and presents a state-
of-the-art review on the application of these two
emerging coupling techniques in groundwater
hydrology. The detailed reviews presented in this
paper indicated that the current applications of GIS
techniques in groundwater hydrology are limited to
two areas: (i) GIS-based subsurface flow and
pollution modelling, (ii) selection of artificial
recharge sites. Considerable basic research and
developments are indispensable in the future for
enhanced and wide-scale applications of these two
highly promising and economically viable integration
techniques in groundwater hydrology. Rapidly
expanding GIS technology will play a central role in
handling the voluminous spatio-temporal data and
their effective interpretation, analysis, and
presentation, though such applications will raise
some new problems.
Finally, it is concluded that Visual MODFLOW
software has great potential to revolutionize
groundwater monitoring and management in the
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 41|P a g e
future by providing unique and new data to
supplement the conventional field data. The
developed model would thus provides a decision
support tool for evaluating better management
options for sustainable development of land, surface
and groundwater resources on micro as well as on
macro levels in future.
REFERENCES
[1] Clarke R (1991) Water: The International
Crisis. Earthscan Publications Ltd., London,
193 pp.
[2] Falkenmark M, Lundqvist J (1997) World
Freshwater Problems – Call for a New
Realism. UN/SEI, New York/Stockholm, 53
pp.
[3] De Villiers M (2000) Water: the Fate of Our
Most Precious Resource. Mariner Books,
Houghton, Mifflin, Boston.
[4] Tsakiris G (2004) Water resources
management trends, prospects and
limitations. Proceedings of the EWRA
Symposium on Water Resources
Management: Risks and Challenges for the
21st Century, 2–4 September .2004, Izmir,
pp. 1–6.
[5] Stafford DB (ed) (1991) Civil engineering
applications of remote sensing and
geographic information systems. ASCE,
New York
[6] Good child MF (1993) The state of GIS for
environmental problem-solving. In:
Goodchild MF, Parks BO, Steyaert LT
(eds), Environmental Modeling with GIS,
Oxford University Press, New York, pp. 8–
15.
[7] Corwin, D.L.,1996,― GIS application of
deterministic slute transport models for
regional scale assessment on non point
source pollutants in vadose zone,‖ in D. L.
Crowin , and K Logue(eds.),.Application of
GIS to the modeling of Nonpoint source of
pollutants in the vadose zone. Soil
Sci.Soc.Am.48,69-100.
[8] Gogu RC, Carabin G, Hallet V, Peters V,
Dassargues A (2001) GIS-based
hydrogeological databases and groundwater
modeling. Hydrogeology Journal 9:555–
569.
[9] Lasserre F, Razack M, Banton O (1999) A
GIS-linked model for the assessment of
nitrate contamination in groundwater.
Journal of Hydrology 224:81–90
[10] Xu X, Huang GH, Qu ZY (2009) Integrating
MODFLOW and GIS technologies for
assessing impacts of irrigation management
and groundwater use in the Hetao Irrigation
District, Yellow River basin. Sci China Ser
E-Tech Sci 52(11):3257–3263.
[11] Harbaugh AW, Banta ER, Hill MC,
McDonald MG (2000) MODFLOW-2000,
the US Geological Survey modular
groundwater mode—user guide to
modularization concepts and the
groundwater flow process. US Geological
Survey Open-File Report 00-92, Reston,
Virginia.
[12] Hinaman KC (1993) Use of a geographic
information system to assemble input-data
sets for a finite difference model of ground-
water flow. J Am Water Resour Assoc
29(3):401–405.
[13] Kolm KE (1996) Conceptualization and
characterization of ground-water systems
using Geographic Information Systems. Eng
Geol 42:111–118.
[14] Gogu RC, Carabin G, Hallet V, Peters V,
Dassargues A (2001) GIS-based
hydrogeological databases and groundwater
modelling. Hydrol J 9:555–569.
[15] Brodie RS (1998) Integrating GIS and
RDBMS technologies during construction of
a regional groundwater model. Environ
Modell Software 14:119–128.
[16] Lo CP, Yeung AKW (2003) Concepts and
Techniques of Geographic Information
Systems. Prentice-Hall of India Pvt. Ltd.,
New Delhi pp. 492
[17] American National Standards Institute
(1978) Programming language FORTRAN:
ANSI X3.9-1978. American National
Standards Institute, New York p369
variously paginated
[18] McDonald MG, Harbaugh AW (1984) A
modular three-dimensional finite-difference
ground-water flow model. US Geological
Survey Open-File report 83-528.
[19] McDonald MG, Harbaugh AW (1988) A
modular three-dimensional finite-difference
groundwater flow model. US Geological
survey techniques of water-resources
investigations, book 6, Chap. A1, US
Geological Survey, Open-File report 83–875
[20] Harbaugh AW, McDonald MG (1996)
User’s documentation for MODFLOW-96
an update to the US Geological Survey
modular finite-difference groundwater flow
model. US Geological Survey Open-file
Report 96-485
[21] Harbaugh AW, Banta ER, Hill MC,
McDonald MG (2000) MODFLOW-2000,
the US Geological Survey modular
groundwater model—user guide to
modularization concepts and the ground-
Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com
ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42
www.ijera.com 42|P a g e
water flow process. US Geological Survey
Open-File Report 00-92
[22] Zhang H, Haan CT, Nofziger DL (1990)
Hydrologic modeling with GIS: An
overview. Applied Engineering in
Agriculture, ASAE 6(4):453–458
[23] DeVantier BA, Feldman AD (1993) Review
of GIS applications in hydrologic modeling.
Journal of Water Resources Planning and
Management, ASCE 119(2):246–261
[24] Ross MA, Tara PD (1993) Integrated
hydrologic modeling with geographic
information systems. Journal of Water
Resources Planning and Management,
ASCE 119(2):129–141
[25] Schultz GA (1993) Application of GIS and
remote sensing in hydrology. In: Kovar K,
Nachtnebel HP (eds), Application of
Geographic Information Systems in
Hydrology and Water Resources
Management, IAHS Pub. No. 211, pp. 127–
140
[28] Deckers F, Te Stroet CBM (1996) Use of
GIS and database with distributed modeling.
In: Abbott MB, Refsgaard JC (eds),
Distributed Hydrological Modeling, Kluwer
Academic Publishers, Dordrecht, pp. 215–
232
[26] TsihrintzisVA, Hamid R, Fuentes HR
(1996) Use of geographic information
systems (GIS) in water resources: a review.
Water Resources Management 10:251–277
[27] WatkinsDW,McKinney DC, Maidment DR,
LinMD(1996) Use of geographic
information systems in groundwater flow
modeling. Journal of Water Resources
Planning and Management, ASCE
122(2):88–96
[28] Pinder GF (2002) Groundwater Modeling
Using Geographical Information Systems.
JohnWiley&Sons, New York, pp. 248
[29] Tripathi M.P., Katre P.K. and Dheeraj
Kumar (2009). Groundwater assessment of a
small watershed using Visual MODFLOW,
In: FESCO-2009,Sep 16-18,2009,Agra.
[30] Sekhar, M.(2005).Importance of lateral
ground water flow modeling in a semi-arid,
intensely irrigated agricultural basin: A case
study of Gundal sub –basin in cauvery river
basin, India. Groundwater flow and mass
transport Modeling for Assessment and
Management of Aquifers, Department of
Science and Technology , Govt of India,
New Delhi and WTC, TNAU,Coimbature, p.
371-385.
[31] Camp CV, Brown MC (1993) GIS
procedure for developing three-dimensional
subsurface profile. Journal of Computation
in Civil Engineering, ASCE 7(3):296–309
[32] Hinamann KC(1993) Use of a geographic
information system to assemble input-data
sets for a finite difference model of
groundwater flow. Water Resources
Bulletin, AWRA 29(3):410–416
[33] Richards CJ, Roaza H, Roaza RM (1993)
Integrating geographic information systems
and MODFLOW for ground water resource
assessments. Water Resources Bulletin,
AWRA 29(5):847–853
[34] Lasserre F, Razack M, Banton O (1999) A
GIS-linked model for the assessment of
nitrate contamination in groundwater.
Journal of Hydrology 224:81–90
[35] Boutt DF, Hyndman DW, Pijanowski BC,
Long DT(2001) Identifying potential land
use-derived solute sources to stream
baseflow using groundwater models and
GIS. Ground Water 39(1):24–34
[36] Bouwer H (2002) Artificial recharge of
groundwater: hydrogeology and
engineering. Hydrogeol J 10:121–142
[37] Pyne RDG (1995) Groundwater recharge
and wells; a guide to aquifer storage
recovery, Lewis, Boca Raton, FL, 375 pp
[38] Kalantari N, Rangzan K (2000) Assessment
of three water harvesting structures in Iran.
In: Proceedings of the 26th WEDC
Conference on Water, Sanitation and
Hygiene. Dhaka, Bangladesh, November,
2000, pp 26–29
[39] Abu-Taleb MF (2003) Recharge of
groundwater through multi-stage reservoirs
in a desert basin. Environ Geol 44:379–390
[40] Rezaei, M. and Sargazi, A. (2009) The
Effects of Running Artificial Recharge on
the Aquifer of Goharkooh Plain. Journal of
Earth Science, 19, 99-106.
[41] Chenini, I. and Ben Mamou, A. (2010)
Groundwater Recharge Study in Arid
Region. An Approach Using GIS
Techniques and Numerical Modeling.
Computers and Geosciences, 801-817.

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Application of GIS and MODFLOW to Ground Water Hydrology- A Review

  • 1. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 36|P a g e Application of GIS and MODFLOW to Ground Water Hydrology- A Review Singha Sudhakar1 , Verma. M. K2 , Singha Soumya3 1. Asst. Professor, Dept. Of Civil Engineering, REC, Raipur, India. 2. Vice Chancellor CSVTU, Bhilai (Professor, Dept. Of Civil Engineering, NIT, Raipur), India. 3. Asst. Professor, Dept. Of Civil Engineering, RCET, Raipur, India. ABSTRACT Groundwater is one of the most valuable natural resources, which supports human health, economic development and ecological diversity. Due to over exploitation, the ground water systems are affected and require management to maintain the conditions of ground water resources within acceptable limits. With the development of computers and advances in information technology, efficient techniques for water management has evolved. The main intent of the paper is to present a comprehensive review on application of GIS (Geographic Information System) followed by coupling with MODFLOW package for ground water management and development. Two major areas are discussed stating GIS applications in ground water hydrology. (i) GIS based subsurface flow and pollution modelling (ii) Selection of artificial recharge sites. Although the use of these techniques in groundwater studies has rapidly increased since last decade the sucess rate is very limited. Based on this review , it is concluded that integation of GIS and MODFLOW have great potential to revolutionize the monitoring and management of vital ground water resources in the future. Keywords - GIS, Ground water management, MODFLOW, Recharge, Sub-surface modeling I. INTRODUCTION Sub surface water is natural resource in most countries, particularly for those in arid and semi-arid areas, due to its relatively low susceptibility to pollution in comparison to surface water (Jamrah et al., 2008). It is the source of freshwater available for all socioeconomic development. But the existence of groundwater is under great stress of degradation both in quality and quantity. Due to increase in population, lack of awareness among the people, and improper management of this valuable resource lead to depletion of potential and deterioration of the quality. Unfortunately the excessive use and continued mismanagement of water resources to supply ever increasing water demands to profligate users have led to water shortages, increasing pollution of fresh water resources and degraded ecosystems worldwide (Clarke, 1991; Falkenmark and Lundqvist, 1997; de Villiers 2000; Tsakiris, 2004). It presents a clear fact that water is finite and vulnerable resource and it must be used efficiently for present and future generations. GIS has emerged as an effective tool for handling spatial data and decision making in several areas including engineering and environmental fields (Stafford, 1991; Goodchild, 1993).GIS provides a means of representing the real world through integrated layers of constituent spatial information (Corwin, 1996). Most GIS, can easily access overlay and index operations but cannot model groundwater flow and transport processes. However, coupling a GIS to process-based groundwater models can provide an effective tool for data processing, storing, manipulating, visualizing and displaying hydro geological information. Data used in groundwater modelling consists of four categories: (1) the aquifer system stress factor, (2) the aquifer system geometry, (3) the hydro geological parameters, and (4) the main measured variables (Gogu et al., 2001). A well designed GIS database can significantly reduce the time required for data preparation, processing and presentation during the modelling process. Use of groundwater models in hydrogeology mainly includes the simulation of steady or transient sate groundwater flow, advection, hydrodynamic dispersion, and multi-component chemical reaction. In recent years, the use of GIS has grown rapidly in groundwater assessment and management research works. Lasserre et al. (1999) developed a simple GIS linked model for ground water nitrate transport in the IDRISI GIS environment. Visual MODFLOW is also an user friendly software that has ability to generate 3D visualization graphics and import GIS data. Xu et al. (2009) used MODFLOW 2000 (Harbaugh et al. 2000) coupled with GIS to simulate the groundwater dynamics. All of them vary both in space and time, thus adopting a Geographic Information System (GIS) in association with a model is helpful. Coupling GIS technology with a process-based groundwater model may facilitate hydro geological and hydrologic system conceptualization and RESEARCH ARTICLE OPEN ACCESS
  • 2. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 37|P a g e characterization (Hinaman1993; Kolm1996; Gogu et al. 2001), thus also a proper adaptation of the groundwater flow model to the area under study (Brodie1998). In most of groundwater modelling softwares such as FEFLOW, MODFLOW, GMS (Groundwater Modelling System) there is an interface that links vector data through compatible GIS formats i.e. .shp, .lin, .dxf etc. and raster data formats i.e. .tif, .bmp, .img etc. Unlike surface water hydrology, the applications of GIS techniques in groundwater hydrology have received only cursory treatment and are less documented. In the present paper an attempt has been made to highlight coupling of GIS technology with MODFLOW as well as to present a state of the art review on the application of GIS techniques along with MODFLOW package in ground water hydrology. II. Overview Of GIS Technology GIS can be characterized as a software package that efficiently relates graphical information to attribute data stored in a database and vice-versa. GIS is used as a effective tool for developing solutions for water resources problems for assessing and mapping of ground water quality, understanding the natural environment and managing water resources on a required scale, assessing groundwater vulnerability to pollution, selection of artificial recharge sites, subsurface flow and pollution modelling. Figure 1 shows the relationship between GIS and different types of information systems. At present, however, GIS not only represents the skills and procedures for collecting, managing, and using geographic information, but also entails a comprehensive body of scientific knowledge from which these skills and procedures are developed (Lo and Yeung, 2003). III. OVERVIEW OF MODFLOW MODFLOW is programmed under the FORTRAN 77 (American National Standards Institute 1978) language environment with the finite– difference method to describe the movement of groundwater flow. It was developed by McDonald and Harbaugh (1984) of US Geology Survey in 1984 and had been updated for three times including MODFLOW-88(McDonald and Harbaugh 1988), MODFLOW-96 (Harbaugh and McDonald 1996) and MODFLOW-2000 (Harbaugh et al. 2000). The newest version of MODFLOW-2000 could be compiled by FORTRAN language of Visual Studio program and general language of C could be used here. 3.1 COMPONENT OF VISUAL MODFLOW The Visual MODFLOW is divided in three main sections such as input, run and output section. The input section of Visual MODFLOW is used to 1. Defining 3D finite difference grids, 2. Entering pumping well and observation well and attributes. 3. Defining soil properties zone, and 4. Assigning boundary conditions locations and attributes. Visual MODFLOW is the most complete and easy to use modelling environment for practical applications in three-dimensional groundwater flow and contaminant transport simulations. Figure 2 shows various features and generation of model using Visual MODFLOW. With the combination of powerful analytical tools and logical menu structure, the software possesses the following major functions.  easily dimension the model domain and select units,  conveniently assign model properties and boundary conditions,  run the model simulations,  calibrate the model using manual or automated techniques, and  Visualize the results using 2D or 3D graphics. IV. Application Of GIS And MODFLOW In Ground Water Hydrology 4.1 BROAD SCENARIO A review of GIS applications in hydrology and water management has been presented by several researchers during early nineties and mid-nineties such as Zhang et al. (1990), DeVantier and Feldman (1993), Ross and Tara (1993), Schultz (1993), Deckers and Te Stroet (1996), and Tsihrintzis et al. (1996). These reviews indicate that GIS applications in hydrology and water management are essentially in a modelling dominated context. Although the use of GIS in groundwater modelling studies dates back to 1987, its use for surface-water modelling has been more prevalent than for groundwater modelling because the available standardized GIS coverages are primarily of the land surface; few standardized coverages of hydro geologic properties are available (Watkins et al., 1996). Watkins et al. (1996) present an excellent overview of GIS applications in groundwater-flow modelling as well as discuss its usefulness and future directions. On the other hand, Pinder (2002) provides step-by-step procedures for groundwater flow and transport modelling using GIS technology. Numerical models are capable of solving the more complex equations that describe ground water flow. These complex equations generally describe multi-dimensional ground water flow, solute transport and chemical reactions, although they are one dimensional numerical model. Tripathi et al., (2009) conducted a study to present the overall availability of groundwater in Chhattisgarh. Effort has also been made to suggest scientific methods for proper development and effective management of
  • 3. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 38|P a g e Fig.1 Typology of information systems (After Lo and Yeung, 2003) Fig. 2 Flowchart of various features and generation of model using MODFLOW groundwater. Tripathi et al. (2009) conducted a study for groundwater assessment of a small watershed using Visual MODFLOW. The analysis was performed to know the impact of different flow and contaminant properties on hydraulic head, dispersion and chemical reaction in small ground water basin. The study had been performed for the Kurudih Nala Watershed adjoining the Patan block of Durg district in Chhattisgarh. Sekhar (2005) has adopted an integrated groundwater modelling approach for better
  • 4. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 39|P a g e assessment of water balance components. The model study shows that impact of pumping results in regional ground water flows influencing the hydro- geologic regime in the recharge zone of the sub basin. MODFLOW is calibrated assuming specified transmisivities for each of the zones obtained from several pump tests in the region. Madabhushi et al. (2006) has made an attempt to solve the problem of the ground water flow in porous media using a finite difference code called "MODFLOW". This code performs satisfactory in solving simple two or three dimensional problems; it takes a large computational effort when used to solve through layered soil strata with varying hydraulic conductivities. The modular structure of the code renders itself for the development of a parallelized code. Based on this comprehensive literature survey the application of GIS technique and MODFLOW package in ground water hydrology to date have been characterized into two groups. 4.2 GIS-Based Subsurface Flow And Pollution Modeling: Model Development, Applications And Evaluation Camp and Brown (1993) developed a GIS-based methodology for developing subsurface profiles from well-log data. They examined the accuracy and the reliability of well-logs with the help of geophysical logs and formation logs for each borehole from as many sources as possible. It was found that the geophysical logs were the most important and formed the nucleus of the GIS-well-log database. It was also demonstrated that any number of cross-sectional profiles or three-dimensional images of well-log data could be created and viewed interactively from this database. Furthermore, for each of the subsurface units, a GIS-MODFLOW interface was developed that computes the geo-hydro graphic parameters from the well-log database. It was concluded that a GIS- based interface provided a powerful method for overcoming data generation problems in groundwater-flow modelling. Hinamann (1993) demonstrated the use of GIS for assembling input datasets for a FDM (Finite difference method) based three-dimensional groundwater flow model, MODFLOW through a case study in the middle Patuxent River basin of Howard County, Maryland. The model grids were developed with GIS. They considered various attributes such as model boundaries, regolith thickness, stream length, stream location, etc. After preparing the input layers using GIS, the output layers were prepared in a format which was suitable for the MODFLOW input. It was emphasized that the ability of GIS to change large sets of spatial data quickly and accurately enhanced the model calibration process. Richards et al. (1993) used a numerical groundwater model, MODFLOW in a GIS environment using Arc Info software to optimize well-field design and to analyze aquifer stress problems in a coastal area of Santa Rosa County, Florida. They used GIS as a primary tool for the development of the model grids, in studying the performance of modeling procedure and the model analysis. They demonstrated that the model calibration became very quick and efficient using GIS tools. They concluded that GIS was well-suited to efficiently manage resource modeling projects by allowing data management, data analysis and graphic outputs within a single integrated software system. Model systems for specific modeling projects could also be developed very quickly and easily. Lasserre et al. (1999) developed a simple GIS- linked model for nitrate transport using the IDRISI GIS software. They found that significantly less data are required for this GIS-linked model compared to the more classical hydro-geochemical model. They also linked this model with an unsaturated-zone transport model called Agri Flux for simulating water and nitrate fluxes leaving the root zone. The results indicated that the simulated nitrate concentrations were in good agreement with the measured values. Further, in order to compare the GIS-linked model with a more complete model, simulations were also performed using the standard software, MT3D- MODFLOW. The similarities between the results of these two models confirmed the validity of the developed GIS-linked model. Boutt et al. (2001) presented an approach to examine potential relationships between land use- derived solutes and base flow surface water quality by estimating chloride concentrations in surface water due to road-salt transport through groundwater at the Michigan’s Grand Traverse Bay Watershed (GTBW) using groundwater modeling and GIS. They developed a three-dimensional groundwater flow model of the GTBW using MODFLOW and incorporated Arc Info GIS software in the model which was beneficial for the model development and the analysis of model output as large amount of spatial data were required to execute the model. They reported that the developed geologically parameterized model offers a method to estimate spatially and temporally variable solute fluxes via groundwater to streams and lakes in the study area. A considerable legacy of land use influencing surface water quality was found in the area. It was concluded that this approach could also be used to examine the impacts of other land-use related solutes on base flow surface water quality. 4.3 SELECTION OF ARTIFICIAL RECHARGE SITES Many workers in various parts of the world have followed different techniques for generation thematic maps on geology and hydrogeology integrated the
  • 5. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 40|P a g e data to select favourable areas for groundwater recharge (Weston and swain, 1979, Murakami, 1982, Sara et.al.1992). A limiting factor in developing artificial recharge of groundwater is site selection (Bouwer 2002). A lack of suitable sites often causes neglect of artificial recharge as a water management technique (Pyne 1995; Kalantari and Rangzan 2000; Abu-Taleb 2003). Rezaei and Sargezi (2009) studied the effects of artificial recharge on the aquifer of Goharkooh Plain and specified the best location for the implementation of artificial recharge using MODFLOW model. The results showed that the aquifer response to artificial recharge was positive and the artificial recharge didn’t have a destructive effect on the aquifer. Chenini and Ben Mamou (2010) made use of GIS and numerical modelling in order to specify the proper location of artificial discharge and development of groundwater resources. MODFLOW code was used to estimate the effects of recharge on the piezometric behaviour of hydro geologic system and to manage groundwater resources in the studied area, as well. The methodology adopted by researchers for the identification of ground water potential zones and for the selection of suitable sites for artificial recharge is explained in Figure 3. Fig. 3 Flowchart for evaluating and managing groundwater resources by coupling GIS with MODFLOW V. CONCLUSIONS Rapidly developing computer technology has continued to improve modelling methods in hydrology and water resource management. The present paper sufficiently highlights integration of GIS techniques and MODFLOW and presents a state- of-the-art review on the application of these two emerging coupling techniques in groundwater hydrology. The detailed reviews presented in this paper indicated that the current applications of GIS techniques in groundwater hydrology are limited to two areas: (i) GIS-based subsurface flow and pollution modelling, (ii) selection of artificial recharge sites. Considerable basic research and developments are indispensable in the future for enhanced and wide-scale applications of these two highly promising and economically viable integration techniques in groundwater hydrology. Rapidly expanding GIS technology will play a central role in handling the voluminous spatio-temporal data and their effective interpretation, analysis, and presentation, though such applications will raise some new problems. Finally, it is concluded that Visual MODFLOW software has great potential to revolutionize groundwater monitoring and management in the
  • 6. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 41|P a g e future by providing unique and new data to supplement the conventional field data. The developed model would thus provides a decision support tool for evaluating better management options for sustainable development of land, surface and groundwater resources on micro as well as on macro levels in future. REFERENCES [1] Clarke R (1991) Water: The International Crisis. Earthscan Publications Ltd., London, 193 pp. [2] Falkenmark M, Lundqvist J (1997) World Freshwater Problems – Call for a New Realism. UN/SEI, New York/Stockholm, 53 pp. [3] De Villiers M (2000) Water: the Fate of Our Most Precious Resource. Mariner Books, Houghton, Mifflin, Boston. [4] Tsakiris G (2004) Water resources management trends, prospects and limitations. Proceedings of the EWRA Symposium on Water Resources Management: Risks and Challenges for the 21st Century, 2–4 September .2004, Izmir, pp. 1–6. [5] Stafford DB (ed) (1991) Civil engineering applications of remote sensing and geographic information systems. ASCE, New York [6] Good child MF (1993) The state of GIS for environmental problem-solving. In: Goodchild MF, Parks BO, Steyaert LT (eds), Environmental Modeling with GIS, Oxford University Press, New York, pp. 8– 15. [7] Corwin, D.L.,1996,― GIS application of deterministic slute transport models for regional scale assessment on non point source pollutants in vadose zone,‖ in D. L. Crowin , and K Logue(eds.),.Application of GIS to the modeling of Nonpoint source of pollutants in the vadose zone. Soil Sci.Soc.Am.48,69-100. [8] Gogu RC, Carabin G, Hallet V, Peters V, Dassargues A (2001) GIS-based hydrogeological databases and groundwater modeling. Hydrogeology Journal 9:555– 569. [9] Lasserre F, Razack M, Banton O (1999) A GIS-linked model for the assessment of nitrate contamination in groundwater. Journal of Hydrology 224:81–90 [10] Xu X, Huang GH, Qu ZY (2009) Integrating MODFLOW and GIS technologies for assessing impacts of irrigation management and groundwater use in the Hetao Irrigation District, Yellow River basin. Sci China Ser E-Tech Sci 52(11):3257–3263. [11] Harbaugh AW, Banta ER, Hill MC, McDonald MG (2000) MODFLOW-2000, the US Geological Survey modular groundwater mode—user guide to modularization concepts and the groundwater flow process. US Geological Survey Open-File Report 00-92, Reston, Virginia. [12] Hinaman KC (1993) Use of a geographic information system to assemble input-data sets for a finite difference model of ground- water flow. J Am Water Resour Assoc 29(3):401–405. [13] Kolm KE (1996) Conceptualization and characterization of ground-water systems using Geographic Information Systems. Eng Geol 42:111–118. [14] Gogu RC, Carabin G, Hallet V, Peters V, Dassargues A (2001) GIS-based hydrogeological databases and groundwater modelling. Hydrol J 9:555–569. [15] Brodie RS (1998) Integrating GIS and RDBMS technologies during construction of a regional groundwater model. Environ Modell Software 14:119–128. [16] Lo CP, Yeung AKW (2003) Concepts and Techniques of Geographic Information Systems. Prentice-Hall of India Pvt. Ltd., New Delhi pp. 492 [17] American National Standards Institute (1978) Programming language FORTRAN: ANSI X3.9-1978. American National Standards Institute, New York p369 variously paginated [18] McDonald MG, Harbaugh AW (1984) A modular three-dimensional finite-difference ground-water flow model. US Geological Survey Open-File report 83-528. [19] McDonald MG, Harbaugh AW (1988) A modular three-dimensional finite-difference groundwater flow model. US Geological survey techniques of water-resources investigations, book 6, Chap. A1, US Geological Survey, Open-File report 83–875 [20] Harbaugh AW, McDonald MG (1996) User’s documentation for MODFLOW-96 an update to the US Geological Survey modular finite-difference groundwater flow model. US Geological Survey Open-file Report 96-485 [21] Harbaugh AW, Banta ER, Hill MC, McDonald MG (2000) MODFLOW-2000, the US Geological Survey modular groundwater model—user guide to modularization concepts and the ground-
  • 7. Singha Sudhakar et al. Int. Journal of Engineering Research and Applications www.ijera.com ISSN: 2248-9622, Vol. 6, Issue 1, (Part - 1) January 2016, pp.36-42 www.ijera.com 42|P a g e water flow process. US Geological Survey Open-File Report 00-92 [22] Zhang H, Haan CT, Nofziger DL (1990) Hydrologic modeling with GIS: An overview. Applied Engineering in Agriculture, ASAE 6(4):453–458 [23] DeVantier BA, Feldman AD (1993) Review of GIS applications in hydrologic modeling. Journal of Water Resources Planning and Management, ASCE 119(2):246–261 [24] Ross MA, Tara PD (1993) Integrated hydrologic modeling with geographic information systems. Journal of Water Resources Planning and Management, ASCE 119(2):129–141 [25] Schultz GA (1993) Application of GIS and remote sensing in hydrology. In: Kovar K, Nachtnebel HP (eds), Application of Geographic Information Systems in Hydrology and Water Resources Management, IAHS Pub. No. 211, pp. 127– 140 [28] Deckers F, Te Stroet CBM (1996) Use of GIS and database with distributed modeling. In: Abbott MB, Refsgaard JC (eds), Distributed Hydrological Modeling, Kluwer Academic Publishers, Dordrecht, pp. 215– 232 [26] TsihrintzisVA, Hamid R, Fuentes HR (1996) Use of geographic information systems (GIS) in water resources: a review. Water Resources Management 10:251–277 [27] WatkinsDW,McKinney DC, Maidment DR, LinMD(1996) Use of geographic information systems in groundwater flow modeling. Journal of Water Resources Planning and Management, ASCE 122(2):88–96 [28] Pinder GF (2002) Groundwater Modeling Using Geographical Information Systems. JohnWiley&Sons, New York, pp. 248 [29] Tripathi M.P., Katre P.K. and Dheeraj Kumar (2009). Groundwater assessment of a small watershed using Visual MODFLOW, In: FESCO-2009,Sep 16-18,2009,Agra. [30] Sekhar, M.(2005).Importance of lateral ground water flow modeling in a semi-arid, intensely irrigated agricultural basin: A case study of Gundal sub –basin in cauvery river basin, India. Groundwater flow and mass transport Modeling for Assessment and Management of Aquifers, Department of Science and Technology , Govt of India, New Delhi and WTC, TNAU,Coimbature, p. 371-385. [31] Camp CV, Brown MC (1993) GIS procedure for developing three-dimensional subsurface profile. Journal of Computation in Civil Engineering, ASCE 7(3):296–309 [32] Hinamann KC(1993) Use of a geographic information system to assemble input-data sets for a finite difference model of groundwater flow. Water Resources Bulletin, AWRA 29(3):410–416 [33] Richards CJ, Roaza H, Roaza RM (1993) Integrating geographic information systems and MODFLOW for ground water resource assessments. Water Resources Bulletin, AWRA 29(5):847–853 [34] Lasserre F, Razack M, Banton O (1999) A GIS-linked model for the assessment of nitrate contamination in groundwater. Journal of Hydrology 224:81–90 [35] Boutt DF, Hyndman DW, Pijanowski BC, Long DT(2001) Identifying potential land use-derived solute sources to stream baseflow using groundwater models and GIS. Ground Water 39(1):24–34 [36] Bouwer H (2002) Artificial recharge of groundwater: hydrogeology and engineering. Hydrogeol J 10:121–142 [37] Pyne RDG (1995) Groundwater recharge and wells; a guide to aquifer storage recovery, Lewis, Boca Raton, FL, 375 pp [38] Kalantari N, Rangzan K (2000) Assessment of three water harvesting structures in Iran. In: Proceedings of the 26th WEDC Conference on Water, Sanitation and Hygiene. Dhaka, Bangladesh, November, 2000, pp 26–29 [39] Abu-Taleb MF (2003) Recharge of groundwater through multi-stage reservoirs in a desert basin. Environ Geol 44:379–390 [40] Rezaei, M. and Sargazi, A. (2009) The Effects of Running Artificial Recharge on the Aquifer of Goharkooh Plain. Journal of Earth Science, 19, 99-106. [41] Chenini, I. and Ben Mamou, A. (2010) Groundwater Recharge Study in Arid Region. An Approach Using GIS Techniques and Numerical Modeling. Computers and Geosciences, 801-817.