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International Research Journa Vol. 6(11), 10-16, November (2 International Science Community Associa Review Paper Identification of distu Tadipatr Departmen Received 6 th Augus Abstract In 2007, there was gushing of methane Southwestern part of Cuddapah Basin, In out along four Traverses (T1, T2, T3 and T with station interval of 25m and are orie prominent villages Vengannapalle, Gopar important parameter to identify tectonical these computed values the contour map is all the borewells emanating gas fall on th coefficient of variation along four Travers fractures associated with gas occurrenc corroborated. It may be noted that the tra these traverses emanated gas. Keywords: Tadipatri shales, coefficient of Introduction In April/May 2007, the print and electronic m screened the gushing of natural gas from few wells situated in the Tadipatri region, Cudda bore wells (agricultural and domestic) in investigated by Oil and Natural Gas Corpor India and reported that 89% of methane (C these borewells 1,2 . Before 2007, these bore w agricultural and domestic purpose for about 1 gas leakage started abruptly in the bore well Goparajupalle and Komatikuntla are the pro the study area (Tadipatri region), Anantapu Pradesh where the irrigation borewells wer Present work consists of the analysis of the detailed Magnetic surveys carried out in a vicinity of gas gushing bore wells. The aim identify the disturbed zones and to determine leakage of gas from the borewells. Geology of the Study Area The Proterozoic Cuddapah basin occupies an s geology of India and tectonics. With the o dating back to ~2.0 Ga, the crescent shaped b 44,000 sq.km an area and it length and width 140 km 4-6 . al of Earth Sciences ______________________________ 2018) ation urbed zones from the magnetic da ri Region, Cuddapah Basin, India M. Preeti * and G. Ramadass nt of Geophysics, Osmania University, Hyderabad, India [email protected] Available online at: www.isca.in st 2018, revised 20 th October 2018, accepted 21 st November 2018 e gas from a few existing irrigational borewells loca ndia. To procure the causes for gas leakage magnetic m T4) in the study area covered about 16 sq.km. These trav ented in NNE-SSW direction. All these borewells are lo rajupalle and Komatikuntla of the Tadipatri region. Coe lly disturbed zones (faults/fractures), applied to the mag prepared which inferred few anomalous zones marked a hese disturbed zones. Magnetic anomalies (profiles) are ses T1-T4 to delineate tectonically disturbed zones. Thes ces. In general, the magnetic anomaly and its coeffic averses T1 and T4 are highly disturbed zones and maximu f variation, disturbed zones, Faults, Fractures, irrigational media reported and w agricultural bore apah Basin. All the n the area were ration (ONGC) of CH 4 ) is present in wells were used for 15-20 years and the lls. Vengannapalle, ominent villages in ur District, Andhra re emanating gas. e results from the study area, in the m is to study and e the causes for the significant place in origin of the basin basin covers about about 450 km and The igneous activity in Cuddapah near the western margin where t Several mafic volcanic rocks like into Tadipatri shales and. These si and individual thickness varies from feet 7 . The present study area is covere Chitravathi group. The Chitravati Pulivendla quartzites (1-75m) at the m) in the middle and Gandikota q Tadipatri formation primarily cons cherty and jasper. These shales are argillaceous with subordinate limes The study area (Tadipatri region) li 14°50'N and longitudes 77°55' - 78 The NW trending elongated sills o elevated hills and as small outcro metaultramafite / metapyroxenite metagabbro 9 . The stream patterns show two p flowing SW-NE and the other W-E shown by arrows. It may be assume of lineaments running parallel to th __________ISSN 2321 – 2527 Int. Res. J. Earth Sci. 10 ata analysis 8 ated in Tadipatri region, easurements were carried verses are about 4 km long ocated in and around the efficient of Variation is an gnetic data (T1-T4). Using as “A,B,C,D,E and F” and compared with computed se zones are the faults and cient of variation is well um bore wells over or near l borewells. basin is confined to the area the Cuddapahs are exposed. sills and dykes are intruded ills are parallel to each other m a few feet to a few hundred ed with Tadipatri shales of group, in turn, consists of e base, Tadipatri shales (4600 quartzites (300m) at top. The sists of shale, ignimbrite tuff, e dominantly arenaceous and stones 8 . ies between latitudes 14°45' - 8°05'E as shown in Figure-1. on the left side are present as ops on the north. These are / talc-tremolite schist and prominent directions - a set E. The flow of the streams is med that this area has two sets he streams. Most of the bore
7

Identification of disturbed zones from the magnetic data analysis … · 2018. 11. 29. · The Proterozoic Cuddapah basin occupies an significant place in geology of India and tectonics.

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  • International Research Journal

    Vol. 6(11), 10-16, November (201

    International Science Community Association

    Review Paper Identification of disturbed zones from the magnetic data analysis

    Tadipatri Region, Cuddapah Basin, India

    Department of Geophysics, Osmania

    Received 6th August

    Abstract

    In 2007, there was gushing of methane gas from a few existing irrigational borewells located in Tadipatri region,

    Southwestern part of Cuddapah Basin, India.

    out along four Traverses (T1, T2, T3 and T4)

    with station interval of 25m and are oriented in NNE

    prominent villages Vengannapalle, Goparajupalle and Komatikuntla of the Tadipatri region. Coefficient of Variation is an

    important parameter to identify tectonically disturbed zones (faults/fractur

    these computed values the contour map is

    all the borewells emanating gas fall on these disturbed zones. Magnetic anomalies (profile

    coefficient of variation along four Traverses T1

    fractures associated with gas occurrences.

    corroborated. It may be noted that the traverses T1 and T4 are highly disturbed zones and maximum bore wells over or near

    these traverses emanated gas.

    Keywords: Tadipatri shales, coefficient of variation, disturbed zones, Faults, Fractu

    Introduction

    In April/May 2007, the print and electronic media reported and

    screened the gushing of natural gas from few agricultural bore

    wells situated in the Tadipatri region, Cuddapah

    bore wells (agricultural and domestic) in the area were

    investigated by Oil and Natural Gas Corporation (ONGC) of

    India and reported that 89% of methane (CH

    these borewells1,2

    . Before 2007, these bore wells were used for

    agricultural and domestic purpose for about 15

    gas leakage started abruptly in the bore wells. Vengannapalle,

    Goparajupalle and Komatikuntla are the prominent villages in

    the study area (Tadipatri region), Anantapur District, Andhra

    Pradesh where the irrigation borewells were emanating gas.

    Present work consists of the analysis of the results from the

    detailed Magnetic surveys carried out in a study area, in the

    vicinity of gas gushing bore wells. The aim is to study and

    identify the disturbed zones and to determine the causes for the

    leakage of gas from the borewells.

    Geology of the Study Area

    The Proterozoic Cuddapah basin occupies an significant place in

    geology of India and tectonics. With the origin of the basin

    dating back to ~2.0 Ga, the crescent shaped basin covers about

    44,000 sq.km an area and it length and width about 450 km and

    140 km4-6

    .

    Journal of Earth Sciences _______________________________________

    (2018)

    Association

    Identification of disturbed zones from the magnetic data analysis

    Tadipatri Region, Cuddapah Basin, India M. Preeti

    * and G. Ramadass

    Department of Geophysics, Osmania University, Hyderabad, India

    [email protected]

    Available online at: www.isca.in August 2018, revised 20th October 2018, accepted 21st November 2018

    In 2007, there was gushing of methane gas from a few existing irrigational borewells located in Tadipatri region,

    Southwestern part of Cuddapah Basin, India. To procure the causes for gas leakage magnetic measurements were carried

    T4) in the study area covered about 16 sq.km. These traverses are about 4 km long

    with station interval of 25m and are oriented in NNE-SSW direction. All these borewells are located in and around the

    prominent villages Vengannapalle, Goparajupalle and Komatikuntla of the Tadipatri region. Coefficient of Variation is an

    important parameter to identify tectonically disturbed zones (faults/fractures), applied to the magnetic data (T1

    prepared which inferred few anomalous zones marked as “A,B,C,D,E and F” and

    emanating gas fall on these disturbed zones. Magnetic anomalies (profiles) are compared with computed

    coefficient of variation along four Traverses T1-T4 to delineate tectonically disturbed zones. These zones are the faults and

    fractures associated with gas occurrences. In general, the magnetic anomaly and its coefficient of v

    corroborated. It may be noted that the traverses T1 and T4 are highly disturbed zones and maximum bore wells over or near

    Tadipatri shales, coefficient of variation, disturbed zones, Faults, Fractures, irrigational borewells.

    In April/May 2007, the print and electronic media reported and

    screened the gushing of natural gas from few agricultural bore

    wells situated in the Tadipatri region, Cuddapah Basin. All the

    bore wells (agricultural and domestic) in the area were

    investigated by Oil and Natural Gas Corporation (ONGC) of

    that 89% of methane (CH4) is present in

    Before 2007, these bore wells were used for

    icultural and domestic purpose for about 15-20 years and the

    gas leakage started abruptly in the bore wells. Vengannapalle,

    Goparajupalle and Komatikuntla are the prominent villages in

    the study area (Tadipatri region), Anantapur District, Andhra

    here the irrigation borewells were emanating gas.

    Present work consists of the analysis of the results from the

    detailed Magnetic surveys carried out in a study area, in the

    vicinity of gas gushing bore wells. The aim is to study and

    o determine the causes for the

    Proterozoic Cuddapah basin occupies an significant place in

    geology of India and tectonics. With the origin of the basin

    the crescent shaped basin covers about

    44,000 sq.km an area and it length and width about 450 km and

    The igneous activity in Cuddapah basin is confined to the area

    near the western margin where the Cuddapahs are exposed.

    Several mafic volcanic rocks like sills and dykes are intruded

    into Tadipatri shales and. These sills are parallel to each other

    and individual thickness varies from a few feet to a few hundred

    feet7.

    The present study area is covered with Tadipatri shales of

    Chitravathi group. The Chitravati group, in turn, consists of

    Pulivendla quartzites (1-75m) at the base, Tadipatri shales (4600

    m) in the middle and Gandikota quartzites (300m) at top. The

    Tadipatri formation primarily consists of shale, ignimbrite tuff,

    cherty and jasper. These shales are dominantly arenaceous and

    argillaceous with subordinate limestones

    The study area (Tadipatri region) lies between latitudes 14°45'

    14°50'N and longitudes 77°55' - 78°05'E as shown in Figure

    The NW trending elongated sills on the le

    elevated hills and as small outcrops on the north. These are

    metaultramafite / metapyroxenite

    metagabbro9.

    The stream patterns show two prominent directions

    flowing SW-NE and the other W-E. The fl

    shown by arrows. It may be assumed that this area has two sets

    of lineaments running parallel to the streams. Most of the bore

    _______________________________________ISSN 2321 – 2527

    Int. Res. J. Earth Sci.

    10

    Identification of disturbed zones from the magnetic data analysis

    8

    In 2007, there was gushing of methane gas from a few existing irrigational borewells located in Tadipatri region,

    To procure the causes for gas leakage magnetic measurements were carried

    These traverses are about 4 km long

    All these borewells are located in and around the

    prominent villages Vengannapalle, Goparajupalle and Komatikuntla of the Tadipatri region. Coefficient of Variation is an

    es), applied to the magnetic data (T1-T4). Using

    prepared which inferred few anomalous zones marked as “A,B,C,D,E and F” and

    s) are compared with computed

    T4 to delineate tectonically disturbed zones. These zones are the faults and

    In general, the magnetic anomaly and its coefficient of variation is well

    corroborated. It may be noted that the traverses T1 and T4 are highly disturbed zones and maximum bore wells over or near

    res, irrigational borewells.

    The igneous activity in Cuddapah basin is confined to the area

    near the western margin where the Cuddapahs are exposed.

    rocks like sills and dykes are intruded

    into Tadipatri shales and. These sills are parallel to each other

    and individual thickness varies from a few feet to a few hundred

    The present study area is covered with Tadipatri shales of

    Chitravati group, in turn, consists of

    75m) at the base, Tadipatri shales (4600

    m) in the middle and Gandikota quartzites (300m) at top. The

    Tadipatri formation primarily consists of shale, ignimbrite tuff,

    These shales are dominantly arenaceous and

    argillaceous with subordinate limestones8.

    The study area (Tadipatri region) lies between latitudes 14°45' -

    78°05'E as shown in Figure-1.

    The NW trending elongated sills on the left side are present as

    elevated hills and as small outcrops on the north. These are

    / talc-tremolite schist and

    The stream patterns show two prominent directions - a set

    E. The flow of the streams is

    It may be assumed that this area has two sets

    of lineaments running parallel to the streams. Most of the bore

  • International Research Journal of Earth Sciences

    Vol. 6(11), 10-16, November (2018)

    International Science Community Association

    wells yielding water and gas are along the streams flowing in

    the NE direction.

    Magnetic data acquisition

    The magnetic measurements were carried out using a

    Precession Magnetometer along four traverses T1, T2, T3

    T4 with a close station interval of 25m. These traverses are

    about 4 km long and are spaced about 1 km apart. The study

    area span across agricultural fields and is mostly inaccessible so

    these are not uniform. These traverses are planned to cover all

    the irrigation borewells (borewells producing only water and

    emanating gas with water) in this area.

    measurements were taken and these traverses are oriented in

    NNE-SSW direction subjected all corrections. It may be noted

    that the bore wells over or near these traverses, especially T1

    and T4, emanated gas. The layout map of these traverses is

    shown in Figure-1.

    Magnetic Data Analysis

    Coefficient of Variation Contour Map:

    variation, a statistical measure of departure from the

    background anomaly values, shows zones of interest from

    geological and tectonic disturbance point of view

    computed for the IGRF corrected magnetic values using 3

    window for each traverse.

    Coefficient of variation C.V. = ���� X (100%)

    Where: σ - Standard deviation and � - Mean value of the magnetic field.

    Figure-1: (a) Cuddapah Basin map9 and (b) Geology and drainage pattern of the study area

    T4) and along with Borewell locations.

    Sciences ___________________________________________________

    Association

    wells yielding water and gas are along the streams flowing in

    he magnetic measurements were carried out using a Proton

    along four traverses T1, T2, T3 and

    T4 with a close station interval of 25m. These traverses are

    about 4 km long and are spaced about 1 km apart. The study

    across agricultural fields and is mostly inaccessible so

    hese traverses are planned to cover all

    the irrigation borewells (borewells producing only water and

    A total of 629

    taken and these traverses are oriented in

    SSW direction subjected all corrections. It may be noted

    that the bore wells over or near these traverses, especially T1

    and T4, emanated gas. The layout map of these traverses is

    Coefficient of Variation Contour Map: Coefficient of

    variation, a statistical measure of departure from the

    background anomaly values, shows zones of interest from

    geological and tectonic disturbance point of view11,12

    . It is

    the IGRF corrected magnetic values using 3- point

    X (100%)

    Mean value of the

    This parameter has been computed over the traverses with

    closer station intervals and resulting contour image using these

    computed values the contour map is prepared and is shown in

    Figure-2. In this colour image the lows (A, C and F) and the

    highs (B, D, E and F) are identified and they represent

    tectonically disturbed zones. The borewells with ‘gas shows’

    mapped are seen to be located in these disturbed zones.

    Comparison of Magnetic Anomaly and its Coefficient of

    Variation: In this section Magnetic anomalies are compared

    with computed coefficient of variation along four Traverses T1

    T4 shown in Figure-3 to 6 in order to delineate tectonically

    disturbed zones. These zones are the faults and fractures

    associated with gas occurrences.

    Traverse-T1: Vemulapalle to Shanagalaguduru through

    Vengannapalle: The 4080m long Traverse

    combination of high and low magnetic anomalies in the central

    part. There is a high anomaly with an amplitude of 485nT at

    1680m and a low with -187nT amplitude at 2070m. Apart from

    this pair of high and low, minor fluctuations are also present in

    this profile. This profile is further magnified (Figure

    make the minor anomaly look more clearly. The presence of

    near surface lithological units with higher magnetic

    susceptibility/geological structures like fault or fractures might

    have given rise to these small anomalies. It may be noted that a

    large number of borewells with gas shows are present on this

    profile and may be located close to

    shown in the Figure-3(c).

    Coefficient of variation profile in Figure

    disturbed zones “a, b, c, d, e, f and g” which correlate well with

    the magnetic anomaly in Figure-3(c).

    and (b) Geology and drainage pattern of the study area10

    along with Magnetic Traverses (T1

    __________________________ISSN 2321 – 2527

    Int. Res. J. Earth Sci.

    11

    This parameter has been computed over the traverses with

    closer station intervals and resulting contour image using these

    computed values the contour map is prepared and is shown in

    2. In this colour image the lows (A, C and F) and the

    E and F) are identified and they represent

    tectonically disturbed zones. The borewells with ‘gas shows’

    mapped are seen to be located in these disturbed zones.

    Comparison of Magnetic Anomaly and its Coefficient of

    In this section Magnetic anomalies are compared

    with computed coefficient of variation along four Traverses T1-

    3 to 6 in order to delineate tectonically

    disturbed zones. These zones are the faults and fractures

    T1: Vemulapalle to Shanagalaguduru through

    The 4080m long Traverse-T1(3(b)) shows a

    combination of high and low magnetic anomalies in the central

    part. There is a high anomaly with an amplitude of 485nT at

    187nT amplitude at 2070m. Apart from

    this pair of high and low, minor fluctuations are also present in

    this profile. This profile is further magnified (Figure-3(c)) to

    make the minor anomaly look more clearly. The presence of

    units with higher magnetic

    susceptibility/geological structures like fault or fractures might

    have given rise to these small anomalies. It may be noted that a

    large number of borewells with gas shows are present on this

    profile and may be located close to the anomalous feature as

    Coefficient of variation profile in Figure-3(a) shows tectonically

    f and g” which correlate well with

    3(c).

    along with Magnetic Traverses (T1-

  • International Research Journal of Earth Sciences ___________________________________________________ISSN 2321 – 2527 Vol. 6(11), 10-16, November (2018) Int. Res. J. Earth Sci.

    International Science Community Association 12

    Traverse-T2: West of Traverse-T1: A 4000m long magnetic

    Traverse-T2 is shown in Figure-4(b). A broad low (-605nT) is

    observed in the middle of the traverse from 1300m to 2500m. It

    may be due to the presence of a fracture/ fault. From the station

    2500m to the end of the traverse a series of small variations are

    also observed which may be due to different geological contacts

    and tectonically disturbed zones. In fact disturbed zones “a, b, c,

    d”, shown in Coefficient of variation profile (Figure-4(a))

    correlate with magnetic anomalies. There are no borewells with

    emanating gas on this traverse.

    Figure-2: Coefficient of Variation contour map of the study area with tectonically disturbed zones (A, B, C, D, E and F) along with

    borewell locations.

    Figure-3: (a) Tectonically disturbed zones are marked on Coefficient of Variation profile and (b) Magnetic anomaly profile along

    the Traverse-T1.

    -620

    20

    660

    0 2000 4000

    -360

    190

    740

    0 2000 4000

    Distance (m)

    Distance (m)

    Shanagalaguduru (NNE)Vemulapalle (SSW) Vengannapalle

    nT% (a)

    (b)

    a b c d e f g

    Borewells (Gas with water) Borewells (Only Gas)

  • International Research Journal of Earth Sciences ___________________________________________________ISSN 2321 – 2527 Vol. 6(11), 10-16, November (2018) Int. Res. J. Earth Sci.

    International Science Community Association 13

    Figure-3(c): Magnified magnetic anomaly along the Traverse-T1.

    Figure-4(a): Tectonically disturbed zones are marked on Coefficient of Variation profile and (b) Magnetic anomaly profile along

    the Traverse-T2.

    Traverse-T3: West of Traverse-T3: A 3200m long magnetic

    Traverse-T3 (Figure-5(b)), has a series of small highs and lows

    with a broad low (116nT) in the middle between stations 1200m

    and 1600m. Magnetic traverse shown in Figure-5(c) on a

    magnified scale so as to see the anomalies more clearly. The

    coefficient of variation profile (Figure-5(a)), shows the

    disturbed zones “a, b, c, d, e and f” which correspond to the

    magnetic anomalies Figure-5(c). Two borewells with gas shows

    are located on this traverse.

    -100

    0

    100

    0 2000 4000Distance (m)

    Shanagalaguduru (NNE)Vemulapalle (SSW) Vengannapalle

    (c)nT

    Borewells (Gas with water) Borewells (Only Gas)

    -620

    20

    660

    0 2000 4000

    -360

    190

    740

    0 2000 4000

    Distance (m)

    Distance (m)

    (NNE)(SSW)

    nT

    %

    (a)

    (b)

    a b c d

  • International Research Journal of Earth Sciences ___________________________________________________ISSN 2321 – 2527 Vol. 6(11), 10-16, November (2018) Int. Res. J. Earth Sci.

    International Science Community Association 14

    Figure-5: (a) Tectonically disturbed zones are marked on Coefficient of Variation profile and (b) Magnetic anomaly profile along

    the Traverse-T3.

    Figure-5(c): Magnified magnetic anomaly along the Traverse-T3.

    Traverse-T4: Komatikuntla through Goparajupalle and

    further: Figure-6(b) shows the 3800m long magnetic Traverse

    – T4. A broad low (-294nT) is observed in the middle of the

    traverse between 1125m to 1950m and a sharp high (650nT) at

    the distance of 3000m on the NE. Apart from these, a few

    more small high and low anomalies are also clearly seen.

    Coefficient of variation profile in Figure-6(a) shows disturbed

    zones “a,b,c,d,e and f” correlating with magnetic anomalies

    shown in Figure-6(b). This zone appears to be tectonically

    highly disturbed. There are indeed four borewells with ’gas

    shows’ located on this traverse.

    -160

    -10

    140

    0 2000 4000

    740

    190

    -360

    -620

    20

    660

    0 2000 4000Distance (m)

    Distance (m)

    (NNE)(SSW)

    nT

    % (a)

    (b)

    a b c d e f

    Borewells (Gas with water)

    0

    200

    400

    0 2000 4000

    Distance (m) (NNE)(SSW)

    nT (c)

    Borewells (Gas with water)

  • International Research Journal of Earth Sciences ___________________________________________________ISSN 2321 – 2527 Vol. 6(11), 10-16, November (2018) Int. Res. J. Earth Sci.

    International Science Community Association 15

    Figure-6: (a) Tectonically disturbed zones are marked on Coefficient of Variation profile and (b) Magnetic anomaly profile along

    the Traverse-T4.

    Results and discussion

    i. In the coefficient of variation colour image (Figure-2) the low

    (A, C and F) and the high (B, D, E and F) anomalous zones are

    identified and they represent tectonically disturbed zones,

    possibly represented by geological contacts and faults and

    fractures. All the irrigational borewells with ‘gas shows’ located

    in these disturbed zones. ii. In comparison of magnetic anomaly

    with its coefficient of variation plots to identify the disturbed

    zones and point out to high degree of consistency between the

    two. From these Figures-3 to 6, it is observed that traverses T1

    and T4 are highly disturbed and its coefficient of variation

    profiles also show the disturbed zones clearly and all the

    borewells located on these zones. It is clearly seen Traverses T2

    and T3 are tectonically less disturbed and only two borewells

    are there on the traverse-T3.

    Conclusion

    According to geology the study area comprises Tadipatri shales

    and several sills and dykes are intruded in the shales. From the

    above results the observed disturbed zones are correspond to

    major fracture zones cutting across the sills and also show that

    occurrence of the gas shows is closely dependent on location of

    bore wells with respect to these major fracture zones. The bore

    wells located in such zones and reaching the depth levels

    corresponding to fracture zone that also pass through the sills,

    may be considered to be facilitating the outflow of the gas

    along with the water, which envisages an important role of the

    sills in preserving the gas.

    Acknowledgements

    One of the author (First) is highly acknowledged to the UGC

    (New Delhi) for awarding UGC (RFSMS) fellowship and Prof

    and Head, Department of Geophysics, Osmania University,

    Hyderabad, India, for providing the facilities in the department.

    References

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    Basin: An Aid to Future Hydrocarbon Exploration

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    2. Sreedhar Murthy Y., Sarma S.V.S., Murali S. and Preeti M. (2012). Geophysical Study of the Gas Show Area in the

    South Western Region of the Proterozoic Cuddapah Basin.

    Jour. of Geophysics, 33(3), 41-48.

    3. King W. (1872). The Kuddapah and Karnul formations in the Madras Presidency: Mem. Geol. Surv. India, 8, 124-

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    -620

    20

    660

    0 2000 4000

    -360

    190

    740

    0 2000 4000

    Distance (m)

    Distance (m)

    (NNE)Komatikuntla (SSW) Goparajupalle

    nT

    % (a)

    (b)

    a b c d e f

    e f

    Borewells (Gas with water) Borewells (Only Gas)

  • International Research Journal of Earth Sciences ___________________________________________________ISSN 2321 – 2527 Vol. 6(11), 10-16, November (2018) Int. Res. J. Earth Sci.

    International Science Community Association 16

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