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IOSR Journal of Applied Geology and Geophysics (IOSR-JAGG)
e-ISSN: 2321–0990, p-ISSN: 2321–0982.Volume 3, Issue 2 Ver. I (Mar - Apr. 2015), PP 27-40
www.iosrjournals.org
DOI: 10.9790/0990-03212740 www.iosrjournals.org 27 | Page
Geohydrological study of weathered basement aquifers in Oban
Massif and environs Southeastern Nigeria: using Remote Sensing
and Geographic Information System Techniques
G. U. Sikakwe1
, E.E.U. Ntekim1
, D. A. Obi1
and A.M George2
1
Department of Geology, University of Calabar, Calabar, Nigeria
2
Department of Physics, University of Calabar, Calabar, Nigeria
Abstract: The focus of this research is to model the geohydrology of the precambrian Oban Massif using
geospatial techniques. Groundwater control indicators such as geology, geomorphology, drainage density,
lineament density, land use / land cover and slope steepness were derived from landsat ETM+
imagery, ASTER
DEM and SRTM DEM. Image processing software such as ENVI 3.2, ARC GIS9.2 and PCI Geomatica were
used for image processing , digitizing and lineament density computation respectively. Weighted averages of the
groundwater controlling factors were used to produce thematic maps of geology, lineament density, drainage
density, slope steepness, land use/land cover and geomorphological units. The thematic maps were overlaid in a
GIS environment to model the ground water potential map of the area. Arc GIS, Arc View and Map Info were
used for geographic Information System analysis. ERDAS imagine 8.6 and ENVI 4.2 were used for
georeferencing, image analysis and coordinate transformation. ASTER DEM was used for analysis of
geomorphology. For vegetation, discrimination in land cover / land use mapping band 4: 3: 2 for landsat ETM+
was used. Unsupervised was used to have a general idea of the area. Supervised classification was used for
final land use/ land cover mapping. Result show that geology, lineament density, and slope steepness are the
most influential groundwater controlling factors of groundwater potential. Their degree of influence can be
summarized as geology > lineament density> slope>geomorphology>drainage density>land use / land cover.
From the groundwater potential map, four groundwater potential zones: very good, moderately good, fair and
poor. Successful boreholes drilled in the groundwater favourable potential areas should be reticulated to the
neighbourhood with poor groundwater potentials to salvage groundwater problem in the study area.
Key words: geohydrology, thematic maps, reticulated, supervised unsupervised classification
I. Introduction
The provision of water for drinking and other domestic uses in rural communities is largely by
harnessing of groundwater through hand dug wells. This is common in Cross River State, and particularly Oban
Massif, which lies in the Precambrian weathered basement rocks with unconfined and shallow water table.
Groundwater exploitation in hard rock terrains is only feasible; because in basement complexes where water is
restricted to secondary porosity and thus to the fractures and the weathered zones, most areas experience water
shortage because drilling on hard rock has low success ratio. The study of lineaments has been proposed by
Meijerink (1986) to alleviate the problem.
Geohydrology and groundwater exploration refers to the identification and location of zones of
groundwater recharge in a particular river basin or a catchment. Knowledge of the geology of the terrain,
topographic and surface features are mapped in a bid to evaluate from peak to valley area where water from
different higher elevations can move and accumulate (Candra and Manisa 2012). The delineation of such places
from the entire area, are then earmarked for groundwater exploration. Remote Sensing and GIS is a rapid and
cost effective tool in producing valuable data on geology, geomorphic units, lineaments, drainage, land cover
and land use and slope steepness that assist in revealing groundwater potential zones, which can be combined
with follow up hydrogeological investigations (Mayilvagan, et al 2011).
The traditional approach of groundwater exploration applying geological, hydrogeological and
geophysical methods are expensive in relation to high cost of drilling, time consuming and cumbersome for
groundwater exploration on a regional scale (Ndatuwong and Yadev, 2014). In addition, these methods of
investigation do not always take into consideration the different factors that govern the occurrence and
movement of groundwater (Ndatuwong and Yadev 2014). Existing papers on the application of remote sensing
and GIS elsewhere on groundwater occurrence and mapping can be found in Mayilvigan et al 2011, Sitender
and Rajeshwaren 2011, Ndatong and Yadev 2014, Talabi and Tijani 2011 etc, although Edet et al 1998
researched on groundwater exploration in the study area using remote sensing from a different standpoint. The
objective of this study is to use the technique of remote sensing and GIS to identify the geohydrological
condition of the study area for future groundwater resources development, identify groundwater recharge and
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 28 | Page
discharge zones and recommend appropriate methods to salvage the problem of potable water scarcity in the
area.
II. Study area
The study area Oban Massif and environs is situated in Akamkpa and Biase Local Government area in
Cross River State. The study area is located between latitudes N050
18’ 57.7’’ to N050
45’ 26.8’’ and longitudes
E080
34’ 39.4’’ to E0080
05’ 20.5’’ as shown in Fig. 1. The area encompass Oban Hills and forest which have a
common boundary with Ebonyi State along the Cross River channel. It is bounded by the Calabar Flank in the
south and bounded by the Mamfe Mbayment in the North (Fig. 1). The area was selected to reflect abortive
boreholes within the Precambrian basement of the Oban Massif and the prolific aquiferous sedimentary terrain
in the adjoining Mamfe Mbayment.
The area experience a tropical climate with distinct wet and dry seasons, with an annual rainfall of
about 2000mm and temperature range of 280
C to 360
C. Temperatures and humidity are generally high averaging
about 260
C and 800
C (Okereke et al 1996). The soil is mostly lateritic due to weathering products from granites
granites and other volcanics. The soil is suitable for cultivation of vegetables and tuberous crops hence there is
small scale farming by the locals around the area. CRBDA, (2008) reported the mean daily relative humidity
and evaporation of 76.86% and 3.85mm/day respectively in the study area.
Figure 1 Location Map of the study area
III. Methodology
3.1 Data used
Landsat 7 sensor satellite imagery ETM+
thermatic mapper of 30m spatial resolution acquired in 2000.
The imagery used comprised path 189 row 190 path 190 and row 55 of 2001 and 2002 respectively. Other
ancillary data include ASTER DEM and SRTM DEM down loaded from NASA’s land process distribution
centre Ames Research Centre (www.nasa.gov/centre/ames/home, a geological map on a scale of 1:500,000 and
hydrogeological and structural map on a scale of 1:250,000. A map projection of UTM zone was downloaded
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 29 | Page
from global land cover and land use facility from the website data service (glovs.usgs.gov) including field
observation data were used in this study for validation.
3.2 Method
This includes the production of thematic layers on slope steepness, geomorphology, land use and land
cover of the area, lineaments, drainage and geology. Thematic layers were prepared using Geographic
Information System (Arc GIS 9.2). the groundwater potential map was produced by weighted linear
combinations, where each class individual weight was multiplied by the map scores and then the result . in the
application of multicriteria evaluation, a set of relative weights was assigned for each map using the continuous
weighting scale established by Satty, (1977). The weights calculated for each factor map based on the relative
importance to groundwater accumulation. The groundwater potential index was then gotten by computing the
individual indicator scores and then summing up as given in the following expression as given by Shetty et al
(2008).
GPI pixel score = WGXvalue +WGmXvalue + WDDXvalue + WsXvalue + WGXvalue + WLUXvalue
WG = rank of geology Xvalue = pixel rating in each map
WGm = rank of geomorphology
WDD = rank of drainage density
Ws = rank of slope
WLD = rank of lineament density map
WLU = rank of land use /land cover
IV. Result and discussion
4.1 Slope Steepness
Slope is one of the factors governing the percolation of groundwater into the subsurface, this makes it a
suitable groundwater indicator. Infiltration is higher in gentle sloped area than at steep slopes, because at high
slope area surface runoff is enhanced allowing minimal residence time for rainwater that explains why there is
less infiltration at high slopes compared to gentle slopes. Slope amount was analysed from SRTM DEM. The
derivation of slope amount using spatial analysis was classified into five classes Fig 2 as shown in table 1.
Reclassified slope map showing zones of favourable groundwater accumulation are presented in Figure 2.
Table 1 showing slope classification
Slope class Slope in degrees
1 0-6
2 6-12
3 12-20
4 20-23
5 33-76
Slope range from 0-6 was classified as very good for groundwater for groundwater accumulation. Class
of slope ranging from 6-12 was identified as good for groundwater potential. Slope grouped into a range of 12-
20 was described as suitable for moderate groundwater storage. While slope class from 20-23 was considered to
be fair and 33- 76 were adjudged to be poor for groundwater accumulation. Slope steepness has as a
groundwater control indicator has average contribution for groundwater accumulation (Shetty el 2008). Slope
steepness has is influential in groundwater potential such that Teixeira et al (2008) assigned it 14% weighting
percentage in groundwater modeling in hard rock terrain in Portugal.
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 30 | Page
Figure 2. Slope map of the study area
Figure 3. Stability range of slope for groundwater occurrence in the study area
4.2 Geomorphology
Hydogeomorphological classification (Figuere 4 was based on digital elevation model (SRTM) and
visual interpretation of landform features was based on local knowledge of the landform types in the study area.
Remote sensing studies provides an advantage for better studies of hydrogeomorphological units in combination
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 31 | Page
with geological parameters in this study which is considered very important technique in the preparation of
integrated hydrogeomorphological maps for groundwater targeting (Nduwatong and Yadev 2014).
A classification of five different landforms modeled in the study area is presented in Fig. 4 and
summarized in Table 2. The stability ranges of groundwater accumulation of the area is shown in figure 5.
About 50% of the study area is made up of pedilpains. The Precambrian basement rocks dominated the
eastern flank of the Oban Massif. The plains have a good to very good potential with high yield wells and
characterized by gentle to flat slopes. This conforms with the findings of Sereme (2003). Das (2002) suggested
that channel filled sediments and pediments with moderate thickness >20m and weathered materials have good
potential aquifers.
Table 2 showing geomorphic units of the study area
Hydrogeomorphological units Description Groundwater prospect
peaks Mountain peak poor
Ridges Isolated chain mountains fair
Scarps Steep slopes adjacent to steep v- shaped
gullies representing fault lines
moderate
Terraces/pediments Conservatively inclined erosion surfaces
formed by runoffs covered with alluvium or
soil
good
Plains and pediplains Flat to gentle sloping topographic features
forming plateaus at basaltic rock in
crystalline rocks represent pediplains or
flood plains
Very good
Channeled filled land cover and high lineament concentration sites are good artificial recharge sites
(Das 2002). Talabi and Tijani described hilly areas poor water prospect zones in the basement complex of
region of in Ekiti State southeastern Nigeria. The pediplains are favourable and are good groundwater potential
sites (Sitender and Rajeshwari 2011).the geology of an area is strongly influenced by lithology and structure of
the underlying formation (Shetty et al 2008).
Figure 4. Geomorphology units of the study area
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 32 | Page
Figure 5. Stability ranges for groundwater accumulation in the study area
4.3 Land use / land cover
One of the factors influencing groundwater occurrence is physical processes acting upon because it is a
reflection of the area. Land use / land cover was interpreted from landsat images by visual inspection,
unsupervised classification and supervised classification and printouts from bands 5, 4, and 3 (Fig. 6). The
physical processes caused by land use / land cover are impact of climate change, geologic and topographic
conditions on the distribution of soils, vegetation and occurrence of water (Ndatong and Yadev 2014).
Reclassified land use / land cover (figure 7 showed five classes of based on which land features are
favourable for groundwater potential. Zones in water and wetland areas are graded as very good for groundwater
potential. This views square with findings of Das (2002) and Ganapuram et al (2008) who described wet lands
as favourable groundwater potential sites. Forested areas were described as in this study as moderate to good
groundwater potential zones. Vegetation can affect groundwater storage either positively by trapping water on
foliage and causing the water to go down through the roots to recharge ground water or negatively through
evapotranspiration where water droplets is frequently intercepted by vegetation thereby decreasing recharge
(MAB CONSULT (2002). Cultivated grassland was graded as good due to the furrows created by farming
operations that enhance the residence time of water on the surface and so enhance infiltration to recharge
aquifers. Settlements were described as poor groundwater areas due mostly to concretization.
Land with different vegetation cover can benefit groundwater infiltration through roots that help loosen
the rock and soil for easy water percolation. Organic matter in soil heightens the formation of structural
composition resulting to elevated hydraulic conductivity decrease direct runoff by vegetation and increasing the
chances of infiltration to recharge aquifers (Teixera et al (2008).
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 33 | Page
Figure 6. Land cover /Land use Map of the study area
Figure 7. Stability range of Land use/Land Cover for groundwater accumulation in the study area
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 34 | Page
4.4 Drainage
The drainage (figure 8) was analysed from SRTM DEM and topographical map. The dominant
drainage pattern in the basement area ranges from rectangular to sub parallel. In the sedimentary area , it ranges
from subdendritic to anomalous. The drainage density map (figure 9) shows ranges of drainage and their
groundwater potential suitability as 0-0.46 graded as very good, 0.46-1.39 considered to be good, 1.39-2.38
described to moderate and 2.38-3.77 classified as fair for groundwater accumulation. The drainage pattern of an
area is controlled by the underlying lithology and can be used to deduce the regional fracture pattern of an area
(Edet 1990, Anor et al 1990). Dense drainage pattern depicts high of fracturing of the underlying rocks.
Drainage pattern in an area is a reflection of subsurface formations while drainage density is proportional to
surface runoff (Faniran and Jeje 2002, Talabi and Tijani, 2011).
Low drainage density enhances chances of recharge and contributes positively to groundwater potential
if other groundwater indicators are favourable (Edet et al 1994 and Talabi and Tijani 2011). In the comparison
of two formations, the one with a higher drainage density is less permeable as such a poor groundwater potential
indicator (Edet et al 1998). These fundamentals were taken into consideration in the drainage modeling program
for groundwater potential in this study.
Figure 8. Drainage map of the study area
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 35 | Page
Figure 9. Stability range of drainage density map for groundwater accumulation in the study area
4.5 Lineaments
Lineaments in this study were modeled from satellite imagery (figure 10). Lineaments were extracted
using lineaments extraction algorithm of PC1 Geomatica software. Lineaments were extracted by edge detection
thresholding and lineaments extraction steps such as; filtering of the input landsat imagery using the Gaussian
function. The lineament density map was computed using the script PL-DENS.
The lineament density map (Fig.11) in this study was classified into five classes based on their
suitability for groundwater storage. Lineament ranges from 0.2-2.95 were described as scanty. Lineament
density range from 6.25-9.55 is recognized as moderate and from 9.55-13.28 was described as high lineament
density and where lineaments range of 13.28-22.13 is of high lineament. Reclassified lineament density map
(Fig. 6) show that very high lineament density has very good potential for ground water accumulation, while the
high and moderate lineament density zone represent good to moderately good groundwater storage potential. On
the other hand, the sparse lineament density region is considered to be of fair to groundwater storage potential.
The scanty lineament density is considered to be of poor groundwater capacity.
Groundwater potential in Precambrian crystalline igneous and metamorphic rocks is generally
governed by the presence of fractures and the degree of their connectivity (Angyekum and Dapaah- Siakwan
2006). In hydrogeological applications structural trends such as discontinuities in form of faults, joints, bedding
planes or foliation, drainage lines (lineaments) are very useful (Mogaji et al 2011). Research shows that
lineament density intensity decreases with increasing distance away from the lineament (Shetty et al 2008).
Lineament density studies enable s good understanding of flow systems, because faults and fracture zones act as
path of high permeability and concentrated groundwater flow or acts as barrier to flow (Contes, et al 2008,
Mejerink 2007).
Lineaments can be used to infer groundwater flow paths and storage as well as transmissivity,
hydraulic conductivity and storage coefficient of geological formations (Teixeria et al 2008). This forms th basis
of applying lineament density in this study for groundwater modeling. Automated lineaments extraction has
advantage over manually digitized ones due to its ability to uniform approach to different imageries and its
ability to extract lineaments not recognizable by the human eye (Hung et al 2005).
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 36 | Page
Figure 10. Lineament Map of the study area
Figure 11. Stability range of lineament density map for groundwater accumulation
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 37 | Page
4.6 Geology
The geology of the area is mostly weathered granites banded amphibolites, pegmatite gniesses and the
western flank is mostly granodiorite and of schistose rocks. In the sedimentary region we have consolidated
sandstones and gravelly sands (Fig.12). Reclassified geological map (Fig. 13) shows that sandstones, silts and
gravelly aquifer were classified as very good for groundwater storage while weathered pegmatites were ascribed
to be of good aquiferous units. Banded amphibolites and schist were considered to be moderately good aquifers.
Dolerites and diorites were assigned to fair in ground water storage, but unfractured granite gneiss and
granodiorite were noted to be poor aquifers unless when imparted with secondary porosity. Pegmatites are
commonly a locus of tectonic movement and can be prolific conduits for groundwater (Hazell, Cratchy and
Jones 1992). Granitc rocks offer lowest yield boreholes owing to their impervious nature. The sedimentary
region is mainly sandstones, silts, gravelly sands, clays and shales which are porous enough to be good aquifers.
The lithology of the exposed rock is germane in controlling recharge. Some studies ignore this factor once
drainage and lineament analysis are done. For example Edet et al (1998), Edet at al (1994), Edet (1990) and
Mogaji et al (2011). This may be on the premise that lineament and drainage are indicators of primary and
secondary porosity (El –Naqa et al (2009), but this does not suffice. Badmus and Olatinsu (2010) contended that
borehole failure is mostly attributed to the type of geologic formation.
Figure 12. Geologic map of the study area
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 38 | Page
Figure 13. Stability range of reclassified geologic map for groundwater accumulation
4.7 Groundwater potential of the study area
The groundwater potential map (figure 14) was produce from the overlay of the six thematic maps of
groundwater controlling factors: geology, geomorphology, lineament density, slope steepness, drainage density
and land use /land cover. Results of the GIS modeling revealed that the study area is subdivided into four
groundwater potential zones described as very good, moderately good, fair and poor. The zone reported as very
good falls in the sedimentary areas. this is because sandstones are favourable groundwater zones (Weight,
2004). Lineament density were more concentrated in the very good groundwater potential zones which falls
within the sedimentary zone. This is in symmetry with the findings of Anudu, et al (2011) in the basement and
adjoining sedimentary areas in Nassarawa state. A comparison of figure 9 and 5 by overlaying the the lineament
map over the groundwater potential map one can infer that the presence of lineaments alone does not imply that
an area is a prospective water potential zone. It is easy to see that numerous lineaments occur in some
groundwater poor prospect zones, rather geological and geomorphological parameters favor the zone to have
good groundwater potential. This fact was also validated by Shetty, et al (2008).
From this modeling program it is obvious that the principal groundwater potential indicators in the
study area are geology, slope and lineaments. This is in concord with similar investigations done elsewhere by
MAB CONSULT (2000) in Moyale Subbasin Diere Arero in borenzia zone of Orombia regional state.
Geomorphic units such as plains, pediplains and floodplains were indicated in the groundwater potential zones
as very good, for groundwater targeting. This is in agreement with the groundwater prospecting conducted by
Ganapuram et al (2009) and Sitender and Rajeshware (2011) in the Musi Basin and thurijapurin watershed jn
Thiruvaransnone district respectively.
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 39 | Page
Figure 14. Groundwater potential map
V. Summary
The Oban Massif is in the Precambrian basement complex with a top lateritic overburden underlain by
weathered granitic rocks which constitute the unconfined aquiferous units. Groundwater occurrence in the
basement is controlled by the type of geologic formation, lineament density and slope steepness.
Hydrogeomorphic units, drainage, land use and land cover are ancillary groundwater controlling factors. It can
be summarized that the degree of groundwater controlled in the study area is of the order
geology>lineaments>slope>geomorphic units>drainage>land use and land cover. The adjoining sedimentary
terrain has a better groundwater recharge and prospect than the basement terrain. The most prolific
hydrogeomorphological unit is the wetlands compared to channels, pediments and peaks in the study areas with
gentle slopes, scanty drainage density, weathered fractured basement rocks or alluvium and gravelly sandstones,
high lineament density and cultivated farmlands are favourable groundwater potential sites , high lineament
density are possible recharge zones. The recharge zone is mostly from the eastern Oban Massif. The direction of
groundwater flow is from the eastern Oban Massif to the western flank enroute the adjoining sedimentary
sandstone aquifer.
Aquifer test parameters obtained from the field in drilled boreholes in the areas designated as very
good and good water potential areas show better groundwater prospect. Aquifer parameters obtained from
aquifer test in boreholes of the study area indicating better borehole performance clearly corresponded with the
zones identified from modeling as good water prospective zones. Groundwater modeling in this study using
geographic information system (GIS) identified typically four classes of groundwater prospective zones in the
area, labeled as very good, moderately good, fair and poor groundwater prospective zones.
VI. Conclusion
Groundwater potential in the basement rocks of the Oban Massif and the adjoining sedimentary terrain
is governed principally by geologic formation, lineament density, and slope steepness. Well yields in the
basement can only be improved based on the impartation of secondary porosity. For a successful groundwater
exploration, a thorough understanding of the geologic formation is condition precedent. Geospatial technique
holds promise for groundwater exploration in basement rocks. A comprehensive study of groundwater control
indicators of an area is crucial to meet success in groundwater exploration. Some high lineament density points
may coincide with drainage lines, so lineament density is not an overriding groundwater control factor.
Geohydrological study of weathered basement aquifers in Oban Massif and environs ….
DOI: 10.9790/0990-03212740 www.iosrjournals.org 40 | Page
Geospatial technological application in the analysis of geological structure at a regional extent is cost effective.
It can be used for planning and quick decision making on the exploration, exploitation, and management of
groundwater in a particular geological terrain.
High lineament density zones are possible recharge zones. Areas delineated as good to very good
groundwater potential zones should be used for follow up hydrogeologiacal exploration in the area. Where
groundwater potential is reported to be poor, drilled and successful boreholes in good groundwater prospect
zones should be reticulation the poor ground water potential neighbourhood. Also in poor groundwater potential
zones, artificial recharge, rainwater harvesting and hydraulic fracturing should be carried out to surmount water
scarcity problem and bring succor to the affected residents of such areas. artificial recharge methods such as
drilling holes that can store water to facilitate infiltration to deeper layers can be used.
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[22]. Shetty, A. Nandagiri, L and Padmini (2000). Remote sensing of inland coastal and oceanic water. Eds Fronim, Andretonet, S.
Kawamura, H, Lynch, Pan, D and Platt, T. proceedings of SPIE: 7150.
[23]. Sitender, R and Rajeshwan, S (2011). Delineating groundwater potential zones in Mewat District in Hayana> India International
Journal of Geomatics and geoSiences Vol 2 No 1 pp 10-11.
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pp303-328.
[25]. Teixera, J, Chamine, H. I, Maeque, E, Gomes, Carvalho, J. M, Alberti, A. P and Rocha, F. T. (2008). Integrated approach of
hydrogeomorphology and geographic information system mapping to the evaluation of groundwaterresources.An example from the
hydromineral system of Caldas Da Cava Northwest Portugal. Global Groundwater Resources. Eds B. S Paliwal. Selected papers
from the 33rd
International geological Congress general symposium. Hydrogeology Scientific publishers india; pp 227-232.
[26]. Weigth, W. D. (2004). Manual of Applied Field Hydrogeology. MC Graw Hill Companies pp 76-87.

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Geohydrological study of weathered basement aquifers in Oban Massif and environs Southeastern Nigeria: using Remote Sensing and Geographic Information System Techniques

  • 1. IOSR Journal of Applied Geology and Geophysics (IOSR-JAGG) e-ISSN: 2321–0990, p-ISSN: 2321–0982.Volume 3, Issue 2 Ver. I (Mar - Apr. 2015), PP 27-40 www.iosrjournals.org DOI: 10.9790/0990-03212740 www.iosrjournals.org 27 | Page Geohydrological study of weathered basement aquifers in Oban Massif and environs Southeastern Nigeria: using Remote Sensing and Geographic Information System Techniques G. U. Sikakwe1 , E.E.U. Ntekim1 , D. A. Obi1 and A.M George2 1 Department of Geology, University of Calabar, Calabar, Nigeria 2 Department of Physics, University of Calabar, Calabar, Nigeria Abstract: The focus of this research is to model the geohydrology of the precambrian Oban Massif using geospatial techniques. Groundwater control indicators such as geology, geomorphology, drainage density, lineament density, land use / land cover and slope steepness were derived from landsat ETM+ imagery, ASTER DEM and SRTM DEM. Image processing software such as ENVI 3.2, ARC GIS9.2 and PCI Geomatica were used for image processing , digitizing and lineament density computation respectively. Weighted averages of the groundwater controlling factors were used to produce thematic maps of geology, lineament density, drainage density, slope steepness, land use/land cover and geomorphological units. The thematic maps were overlaid in a GIS environment to model the ground water potential map of the area. Arc GIS, Arc View and Map Info were used for geographic Information System analysis. ERDAS imagine 8.6 and ENVI 4.2 were used for georeferencing, image analysis and coordinate transformation. ASTER DEM was used for analysis of geomorphology. For vegetation, discrimination in land cover / land use mapping band 4: 3: 2 for landsat ETM+ was used. Unsupervised was used to have a general idea of the area. Supervised classification was used for final land use/ land cover mapping. Result show that geology, lineament density, and slope steepness are the most influential groundwater controlling factors of groundwater potential. Their degree of influence can be summarized as geology > lineament density> slope>geomorphology>drainage density>land use / land cover. From the groundwater potential map, four groundwater potential zones: very good, moderately good, fair and poor. Successful boreholes drilled in the groundwater favourable potential areas should be reticulated to the neighbourhood with poor groundwater potentials to salvage groundwater problem in the study area. Key words: geohydrology, thematic maps, reticulated, supervised unsupervised classification I. Introduction The provision of water for drinking and other domestic uses in rural communities is largely by harnessing of groundwater through hand dug wells. This is common in Cross River State, and particularly Oban Massif, which lies in the Precambrian weathered basement rocks with unconfined and shallow water table. Groundwater exploitation in hard rock terrains is only feasible; because in basement complexes where water is restricted to secondary porosity and thus to the fractures and the weathered zones, most areas experience water shortage because drilling on hard rock has low success ratio. The study of lineaments has been proposed by Meijerink (1986) to alleviate the problem. Geohydrology and groundwater exploration refers to the identification and location of zones of groundwater recharge in a particular river basin or a catchment. Knowledge of the geology of the terrain, topographic and surface features are mapped in a bid to evaluate from peak to valley area where water from different higher elevations can move and accumulate (Candra and Manisa 2012). The delineation of such places from the entire area, are then earmarked for groundwater exploration. Remote Sensing and GIS is a rapid and cost effective tool in producing valuable data on geology, geomorphic units, lineaments, drainage, land cover and land use and slope steepness that assist in revealing groundwater potential zones, which can be combined with follow up hydrogeological investigations (Mayilvagan, et al 2011). The traditional approach of groundwater exploration applying geological, hydrogeological and geophysical methods are expensive in relation to high cost of drilling, time consuming and cumbersome for groundwater exploration on a regional scale (Ndatuwong and Yadev, 2014). In addition, these methods of investigation do not always take into consideration the different factors that govern the occurrence and movement of groundwater (Ndatuwong and Yadev 2014). Existing papers on the application of remote sensing and GIS elsewhere on groundwater occurrence and mapping can be found in Mayilvigan et al 2011, Sitender and Rajeshwaren 2011, Ndatong and Yadev 2014, Talabi and Tijani 2011 etc, although Edet et al 1998 researched on groundwater exploration in the study area using remote sensing from a different standpoint. The objective of this study is to use the technique of remote sensing and GIS to identify the geohydrological condition of the study area for future groundwater resources development, identify groundwater recharge and
  • 2. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 28 | Page discharge zones and recommend appropriate methods to salvage the problem of potable water scarcity in the area. II. Study area The study area Oban Massif and environs is situated in Akamkpa and Biase Local Government area in Cross River State. The study area is located between latitudes N050 18’ 57.7’’ to N050 45’ 26.8’’ and longitudes E080 34’ 39.4’’ to E0080 05’ 20.5’’ as shown in Fig. 1. The area encompass Oban Hills and forest which have a common boundary with Ebonyi State along the Cross River channel. It is bounded by the Calabar Flank in the south and bounded by the Mamfe Mbayment in the North (Fig. 1). The area was selected to reflect abortive boreholes within the Precambrian basement of the Oban Massif and the prolific aquiferous sedimentary terrain in the adjoining Mamfe Mbayment. The area experience a tropical climate with distinct wet and dry seasons, with an annual rainfall of about 2000mm and temperature range of 280 C to 360 C. Temperatures and humidity are generally high averaging about 260 C and 800 C (Okereke et al 1996). The soil is mostly lateritic due to weathering products from granites granites and other volcanics. The soil is suitable for cultivation of vegetables and tuberous crops hence there is small scale farming by the locals around the area. CRBDA, (2008) reported the mean daily relative humidity and evaporation of 76.86% and 3.85mm/day respectively in the study area. Figure 1 Location Map of the study area III. Methodology 3.1 Data used Landsat 7 sensor satellite imagery ETM+ thermatic mapper of 30m spatial resolution acquired in 2000. The imagery used comprised path 189 row 190 path 190 and row 55 of 2001 and 2002 respectively. Other ancillary data include ASTER DEM and SRTM DEM down loaded from NASA’s land process distribution centre Ames Research Centre (www.nasa.gov/centre/ames/home, a geological map on a scale of 1:500,000 and hydrogeological and structural map on a scale of 1:250,000. A map projection of UTM zone was downloaded
  • 3. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 29 | Page from global land cover and land use facility from the website data service (glovs.usgs.gov) including field observation data were used in this study for validation. 3.2 Method This includes the production of thematic layers on slope steepness, geomorphology, land use and land cover of the area, lineaments, drainage and geology. Thematic layers were prepared using Geographic Information System (Arc GIS 9.2). the groundwater potential map was produced by weighted linear combinations, where each class individual weight was multiplied by the map scores and then the result . in the application of multicriteria evaluation, a set of relative weights was assigned for each map using the continuous weighting scale established by Satty, (1977). The weights calculated for each factor map based on the relative importance to groundwater accumulation. The groundwater potential index was then gotten by computing the individual indicator scores and then summing up as given in the following expression as given by Shetty et al (2008). GPI pixel score = WGXvalue +WGmXvalue + WDDXvalue + WsXvalue + WGXvalue + WLUXvalue WG = rank of geology Xvalue = pixel rating in each map WGm = rank of geomorphology WDD = rank of drainage density Ws = rank of slope WLD = rank of lineament density map WLU = rank of land use /land cover IV. Result and discussion 4.1 Slope Steepness Slope is one of the factors governing the percolation of groundwater into the subsurface, this makes it a suitable groundwater indicator. Infiltration is higher in gentle sloped area than at steep slopes, because at high slope area surface runoff is enhanced allowing minimal residence time for rainwater that explains why there is less infiltration at high slopes compared to gentle slopes. Slope amount was analysed from SRTM DEM. The derivation of slope amount using spatial analysis was classified into five classes Fig 2 as shown in table 1. Reclassified slope map showing zones of favourable groundwater accumulation are presented in Figure 2. Table 1 showing slope classification Slope class Slope in degrees 1 0-6 2 6-12 3 12-20 4 20-23 5 33-76 Slope range from 0-6 was classified as very good for groundwater for groundwater accumulation. Class of slope ranging from 6-12 was identified as good for groundwater potential. Slope grouped into a range of 12- 20 was described as suitable for moderate groundwater storage. While slope class from 20-23 was considered to be fair and 33- 76 were adjudged to be poor for groundwater accumulation. Slope steepness has as a groundwater control indicator has average contribution for groundwater accumulation (Shetty el 2008). Slope steepness has is influential in groundwater potential such that Teixeira et al (2008) assigned it 14% weighting percentage in groundwater modeling in hard rock terrain in Portugal.
  • 4. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 30 | Page Figure 2. Slope map of the study area Figure 3. Stability range of slope for groundwater occurrence in the study area 4.2 Geomorphology Hydogeomorphological classification (Figuere 4 was based on digital elevation model (SRTM) and visual interpretation of landform features was based on local knowledge of the landform types in the study area. Remote sensing studies provides an advantage for better studies of hydrogeomorphological units in combination
  • 5. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 31 | Page with geological parameters in this study which is considered very important technique in the preparation of integrated hydrogeomorphological maps for groundwater targeting (Nduwatong and Yadev 2014). A classification of five different landforms modeled in the study area is presented in Fig. 4 and summarized in Table 2. The stability ranges of groundwater accumulation of the area is shown in figure 5. About 50% of the study area is made up of pedilpains. The Precambrian basement rocks dominated the eastern flank of the Oban Massif. The plains have a good to very good potential with high yield wells and characterized by gentle to flat slopes. This conforms with the findings of Sereme (2003). Das (2002) suggested that channel filled sediments and pediments with moderate thickness >20m and weathered materials have good potential aquifers. Table 2 showing geomorphic units of the study area Hydrogeomorphological units Description Groundwater prospect peaks Mountain peak poor Ridges Isolated chain mountains fair Scarps Steep slopes adjacent to steep v- shaped gullies representing fault lines moderate Terraces/pediments Conservatively inclined erosion surfaces formed by runoffs covered with alluvium or soil good Plains and pediplains Flat to gentle sloping topographic features forming plateaus at basaltic rock in crystalline rocks represent pediplains or flood plains Very good Channeled filled land cover and high lineament concentration sites are good artificial recharge sites (Das 2002). Talabi and Tijani described hilly areas poor water prospect zones in the basement complex of region of in Ekiti State southeastern Nigeria. The pediplains are favourable and are good groundwater potential sites (Sitender and Rajeshwari 2011).the geology of an area is strongly influenced by lithology and structure of the underlying formation (Shetty et al 2008). Figure 4. Geomorphology units of the study area
  • 6. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 32 | Page Figure 5. Stability ranges for groundwater accumulation in the study area 4.3 Land use / land cover One of the factors influencing groundwater occurrence is physical processes acting upon because it is a reflection of the area. Land use / land cover was interpreted from landsat images by visual inspection, unsupervised classification and supervised classification and printouts from bands 5, 4, and 3 (Fig. 6). The physical processes caused by land use / land cover are impact of climate change, geologic and topographic conditions on the distribution of soils, vegetation and occurrence of water (Ndatong and Yadev 2014). Reclassified land use / land cover (figure 7 showed five classes of based on which land features are favourable for groundwater potential. Zones in water and wetland areas are graded as very good for groundwater potential. This views square with findings of Das (2002) and Ganapuram et al (2008) who described wet lands as favourable groundwater potential sites. Forested areas were described as in this study as moderate to good groundwater potential zones. Vegetation can affect groundwater storage either positively by trapping water on foliage and causing the water to go down through the roots to recharge ground water or negatively through evapotranspiration where water droplets is frequently intercepted by vegetation thereby decreasing recharge (MAB CONSULT (2002). Cultivated grassland was graded as good due to the furrows created by farming operations that enhance the residence time of water on the surface and so enhance infiltration to recharge aquifers. Settlements were described as poor groundwater areas due mostly to concretization. Land with different vegetation cover can benefit groundwater infiltration through roots that help loosen the rock and soil for easy water percolation. Organic matter in soil heightens the formation of structural composition resulting to elevated hydraulic conductivity decrease direct runoff by vegetation and increasing the chances of infiltration to recharge aquifers (Teixera et al (2008).
  • 7. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 33 | Page Figure 6. Land cover /Land use Map of the study area Figure 7. Stability range of Land use/Land Cover for groundwater accumulation in the study area
  • 8. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 34 | Page 4.4 Drainage The drainage (figure 8) was analysed from SRTM DEM and topographical map. The dominant drainage pattern in the basement area ranges from rectangular to sub parallel. In the sedimentary area , it ranges from subdendritic to anomalous. The drainage density map (figure 9) shows ranges of drainage and their groundwater potential suitability as 0-0.46 graded as very good, 0.46-1.39 considered to be good, 1.39-2.38 described to moderate and 2.38-3.77 classified as fair for groundwater accumulation. The drainage pattern of an area is controlled by the underlying lithology and can be used to deduce the regional fracture pattern of an area (Edet 1990, Anor et al 1990). Dense drainage pattern depicts high of fracturing of the underlying rocks. Drainage pattern in an area is a reflection of subsurface formations while drainage density is proportional to surface runoff (Faniran and Jeje 2002, Talabi and Tijani, 2011). Low drainage density enhances chances of recharge and contributes positively to groundwater potential if other groundwater indicators are favourable (Edet et al 1994 and Talabi and Tijani 2011). In the comparison of two formations, the one with a higher drainage density is less permeable as such a poor groundwater potential indicator (Edet et al 1998). These fundamentals were taken into consideration in the drainage modeling program for groundwater potential in this study. Figure 8. Drainage map of the study area
  • 9. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 35 | Page Figure 9. Stability range of drainage density map for groundwater accumulation in the study area 4.5 Lineaments Lineaments in this study were modeled from satellite imagery (figure 10). Lineaments were extracted using lineaments extraction algorithm of PC1 Geomatica software. Lineaments were extracted by edge detection thresholding and lineaments extraction steps such as; filtering of the input landsat imagery using the Gaussian function. The lineament density map was computed using the script PL-DENS. The lineament density map (Fig.11) in this study was classified into five classes based on their suitability for groundwater storage. Lineament ranges from 0.2-2.95 were described as scanty. Lineament density range from 6.25-9.55 is recognized as moderate and from 9.55-13.28 was described as high lineament density and where lineaments range of 13.28-22.13 is of high lineament. Reclassified lineament density map (Fig. 6) show that very high lineament density has very good potential for ground water accumulation, while the high and moderate lineament density zone represent good to moderately good groundwater storage potential. On the other hand, the sparse lineament density region is considered to be of fair to groundwater storage potential. The scanty lineament density is considered to be of poor groundwater capacity. Groundwater potential in Precambrian crystalline igneous and metamorphic rocks is generally governed by the presence of fractures and the degree of their connectivity (Angyekum and Dapaah- Siakwan 2006). In hydrogeological applications structural trends such as discontinuities in form of faults, joints, bedding planes or foliation, drainage lines (lineaments) are very useful (Mogaji et al 2011). Research shows that lineament density intensity decreases with increasing distance away from the lineament (Shetty et al 2008). Lineament density studies enable s good understanding of flow systems, because faults and fracture zones act as path of high permeability and concentrated groundwater flow or acts as barrier to flow (Contes, et al 2008, Mejerink 2007). Lineaments can be used to infer groundwater flow paths and storage as well as transmissivity, hydraulic conductivity and storage coefficient of geological formations (Teixeria et al 2008). This forms th basis of applying lineament density in this study for groundwater modeling. Automated lineaments extraction has advantage over manually digitized ones due to its ability to uniform approach to different imageries and its ability to extract lineaments not recognizable by the human eye (Hung et al 2005).
  • 10. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 36 | Page Figure 10. Lineament Map of the study area Figure 11. Stability range of lineament density map for groundwater accumulation
  • 11. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 37 | Page 4.6 Geology The geology of the area is mostly weathered granites banded amphibolites, pegmatite gniesses and the western flank is mostly granodiorite and of schistose rocks. In the sedimentary region we have consolidated sandstones and gravelly sands (Fig.12). Reclassified geological map (Fig. 13) shows that sandstones, silts and gravelly aquifer were classified as very good for groundwater storage while weathered pegmatites were ascribed to be of good aquiferous units. Banded amphibolites and schist were considered to be moderately good aquifers. Dolerites and diorites were assigned to fair in ground water storage, but unfractured granite gneiss and granodiorite were noted to be poor aquifers unless when imparted with secondary porosity. Pegmatites are commonly a locus of tectonic movement and can be prolific conduits for groundwater (Hazell, Cratchy and Jones 1992). Granitc rocks offer lowest yield boreholes owing to their impervious nature. The sedimentary region is mainly sandstones, silts, gravelly sands, clays and shales which are porous enough to be good aquifers. The lithology of the exposed rock is germane in controlling recharge. Some studies ignore this factor once drainage and lineament analysis are done. For example Edet et al (1998), Edet at al (1994), Edet (1990) and Mogaji et al (2011). This may be on the premise that lineament and drainage are indicators of primary and secondary porosity (El –Naqa et al (2009), but this does not suffice. Badmus and Olatinsu (2010) contended that borehole failure is mostly attributed to the type of geologic formation. Figure 12. Geologic map of the study area
  • 12. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 38 | Page Figure 13. Stability range of reclassified geologic map for groundwater accumulation 4.7 Groundwater potential of the study area The groundwater potential map (figure 14) was produce from the overlay of the six thematic maps of groundwater controlling factors: geology, geomorphology, lineament density, slope steepness, drainage density and land use /land cover. Results of the GIS modeling revealed that the study area is subdivided into four groundwater potential zones described as very good, moderately good, fair and poor. The zone reported as very good falls in the sedimentary areas. this is because sandstones are favourable groundwater zones (Weight, 2004). Lineament density were more concentrated in the very good groundwater potential zones which falls within the sedimentary zone. This is in symmetry with the findings of Anudu, et al (2011) in the basement and adjoining sedimentary areas in Nassarawa state. A comparison of figure 9 and 5 by overlaying the the lineament map over the groundwater potential map one can infer that the presence of lineaments alone does not imply that an area is a prospective water potential zone. It is easy to see that numerous lineaments occur in some groundwater poor prospect zones, rather geological and geomorphological parameters favor the zone to have good groundwater potential. This fact was also validated by Shetty, et al (2008). From this modeling program it is obvious that the principal groundwater potential indicators in the study area are geology, slope and lineaments. This is in concord with similar investigations done elsewhere by MAB CONSULT (2000) in Moyale Subbasin Diere Arero in borenzia zone of Orombia regional state. Geomorphic units such as plains, pediplains and floodplains were indicated in the groundwater potential zones as very good, for groundwater targeting. This is in agreement with the groundwater prospecting conducted by Ganapuram et al (2009) and Sitender and Rajeshware (2011) in the Musi Basin and thurijapurin watershed jn Thiruvaransnone district respectively.
  • 13. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 39 | Page Figure 14. Groundwater potential map V. Summary The Oban Massif is in the Precambrian basement complex with a top lateritic overburden underlain by weathered granitic rocks which constitute the unconfined aquiferous units. Groundwater occurrence in the basement is controlled by the type of geologic formation, lineament density and slope steepness. Hydrogeomorphic units, drainage, land use and land cover are ancillary groundwater controlling factors. It can be summarized that the degree of groundwater controlled in the study area is of the order geology>lineaments>slope>geomorphic units>drainage>land use and land cover. The adjoining sedimentary terrain has a better groundwater recharge and prospect than the basement terrain. The most prolific hydrogeomorphological unit is the wetlands compared to channels, pediments and peaks in the study areas with gentle slopes, scanty drainage density, weathered fractured basement rocks or alluvium and gravelly sandstones, high lineament density and cultivated farmlands are favourable groundwater potential sites , high lineament density are possible recharge zones. The recharge zone is mostly from the eastern Oban Massif. The direction of groundwater flow is from the eastern Oban Massif to the western flank enroute the adjoining sedimentary sandstone aquifer. Aquifer test parameters obtained from the field in drilled boreholes in the areas designated as very good and good water potential areas show better groundwater prospect. Aquifer parameters obtained from aquifer test in boreholes of the study area indicating better borehole performance clearly corresponded with the zones identified from modeling as good water prospective zones. Groundwater modeling in this study using geographic information system (GIS) identified typically four classes of groundwater prospective zones in the area, labeled as very good, moderately good, fair and poor groundwater prospective zones. VI. Conclusion Groundwater potential in the basement rocks of the Oban Massif and the adjoining sedimentary terrain is governed principally by geologic formation, lineament density, and slope steepness. Well yields in the basement can only be improved based on the impartation of secondary porosity. For a successful groundwater exploration, a thorough understanding of the geologic formation is condition precedent. Geospatial technique holds promise for groundwater exploration in basement rocks. A comprehensive study of groundwater control indicators of an area is crucial to meet success in groundwater exploration. Some high lineament density points may coincide with drainage lines, so lineament density is not an overriding groundwater control factor.
  • 14. Geohydrological study of weathered basement aquifers in Oban Massif and environs …. DOI: 10.9790/0990-03212740 www.iosrjournals.org 40 | Page Geospatial technological application in the analysis of geological structure at a regional extent is cost effective. It can be used for planning and quick decision making on the exploration, exploitation, and management of groundwater in a particular geological terrain. High lineament density zones are possible recharge zones. Areas delineated as good to very good groundwater potential zones should be used for follow up hydrogeologiacal exploration in the area. Where groundwater potential is reported to be poor, drilled and successful boreholes in good groundwater prospect zones should be reticulation the poor ground water potential neighbourhood. 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