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Volumn 7, Issue 2, 2014, Pages 711-724

Application of probabilistic-based frequency ratio model in groundwater potential mapping using remote sensing data and GIS

Author keywords

Frequency ratio; Geographic information systems; GIS; Groundwater potential; Malaysia; Remote sensing; Yield

Indexed keywords


EID: 84895074994     PISSN: 18667511     EISSN: 18667538     Source Type: Journal    
DOI: 10.1007/s12517-012-0795-z     Document Type: Article
Times cited : (262)

References (79)
  • 1
    • 84867571196 scopus 로고    scopus 로고
    • Application of chemometrics in understanding the spatial distribution of human pharmaceuticals in surface water
    • Al-Odaini NA, Zakaria MP, Zali MA, Juahir H, Yaziz MI, Surif S (2011) Application of chemometrics in understanding the spatial distribution of human pharmaceuticals in surface water. Environ Monit Assess 184(11): 6735-6748.
    • (2011) Environ Monit Assess , vol.184 , Issue.11 , pp. 6735-6748
    • Al-Odaini, N.A.1    Zakaria, M.P.2    Zali, M.A.3    Juahir, H.4    Yaziz, M.I.5    Surif, S.6
  • 2
    • 43149096254 scopus 로고    scopus 로고
    • Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood frequency ratio and weighted linear combination models
    • Akgun A, Dag S, Bulut F (2008) Landslide susceptibility mapping for a landslide-prone area (Findikli, NE of Turkey) by likelihood frequency ratio and weighted linear combination models. Environ Geol 54(6): 1127-1143.
    • (2008) Environ Geol , vol.54 , Issue.6 , pp. 1127-1143
    • Akgun, A.1    Dag, S.2    Bulut, F.3
  • 7
    • 77955137278 scopus 로고    scopus 로고
    • Modelling of groundwater recharge-potential in the hard-rock Aravalli terrain, India: a GIS approach
    • Bhuiyan C, Singh RP, Flugel WA (2009) Modelling of groundwater recharge-potential in the hard-rock Aravalli terrain, India: a GIS approach. Environ Earth Sci 59(4): 929-938.
    • (2009) Environ Earth Sci , vol.59 , Issue.4 , pp. 929-938
    • Bhuiyan, C.1    Singh, R.P.2    Flugel, W.A.3
  • 9
    • 84863487918 scopus 로고    scopus 로고
    • Landslide susceptibility mapping at Hoa Binh Province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
    • doi: 10. 1016/j. cageo. 2011. 10. 031
    • Bui DT, Pradhan B, Lofman O, Revhaug I, Dick OB (2011) Landslide susceptibility mapping at Hoa Binh Province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS. Comput Geosci. doi: 10. 1016/j. cageo. 2011. 10. 031.
    • (2011) Comput Geosci
    • Bui, D.T.1    Pradhan, B.2    Lofman, O.3    Revhaug, I.4    Dick, O.B.5
  • 10
    • 78649330099 scopus 로고    scopus 로고
    • Comparing predictive capability of statistical and deterministic methods for landslide susceptibility mapping: a case study in the northern Apennines (Reggio Emilia Province, Italy)
    • Cervi F, Berti M, Borgatti L, Ronchetti F, Manenti F, Corsini A (2010) Comparing predictive capability of statistical and deterministic methods for landslide susceptibility mapping: a case study in the northern Apennines (Reggio Emilia Province, Italy). Landslides 7: 433-444.
    • (2010) Landslides , vol.7 , pp. 433-444
    • Cervi, F.1    Berti, M.2    Borgatti, L.3    Ronchetti, F.4    Manenti, F.5    Corsini, A.6
  • 11
    • 57049149109 scopus 로고    scopus 로고
    • Integrated remote sensing and GIS-based approach for accessing groundwater potential in West Medinipur District, West Bengal, India
    • Chowdhury A, Jha MK, Chowdary VM, Mal BCP (2009) Integrated remote sensing and GIS-based approach for accessing groundwater potential in West Medinipur District, West Bengal, India. Int J Remote Sens 30(1): 231-250.
    • (2009) Int J Remote Sens , vol.30 , Issue.1 , pp. 231-250
    • Chowdhury, A.1    Jha, M.K.2    Chowdary, V.M.3    Mal, B.C.P.4
  • 12
    • 79151472022 scopus 로고    scopus 로고
    • Deciphering groundwater potential zones in hard rock terrain using geospatial technology
    • Dar IA, Sankar K, Dar MA (2011) Deciphering groundwater potential zones in hard rock terrain using geospatial technology. Environ Monit Assess 173(1-4): 597-610.
    • (2011) Environ Monit Assess , vol.173 , Issue.1-4 , pp. 597-610
    • Dar, I.A.1    Sankar, K.2    Dar, M.A.3
  • 19
    • 33846683046 scopus 로고    scopus 로고
    • Remote sensing and GIS in hydrogeology
    • Hoffman J, Sander P (2007) Remote sensing and GIS in hydrogeology. Hydrogeol J 15(1).
    • (2007) Hydrogeol J , vol.15 , Issue.1
    • Hoffman, J.1    Sander, P.2
  • 22
    • 84882610632 scopus 로고    scopus 로고
    • Groundwater resources evaluation in the Piedmont zone of Himalaya, India, using isotope and GIS technique
    • Israil M, Al-hadithi M, Singhal DC, Kumar B, Rao MS, Verma K (2006) Groundwater resources evaluation in the Piedmont zone of Himalaya, India, using isotope and GIS technique. J Spat Hydrol 6(1): 34-38.
    • (2006) J Spat Hydrol , vol.6 , Issue.1 , pp. 34-38
    • Israil, M.1    Al-Hadithi, M.2    Singhal, D.C.3    Kumar, B.4    Rao, M.S.5    Verma, K.6
  • 23
    • 0346037329 scopus 로고    scopus 로고
    • Role of remote sensing and GIS techniques for generation of groundwater prospect zones towards rural development-an approach
    • Jaiswal RK, Mukherjee S, Krishnamurthy J, Saxena R (2003) Role of remote sensing and GIS techniques for generation of groundwater prospect zones towards rural development-an approach. Int J Remote Sens 24(5): 993-1008.
    • (2003) Int J Remote Sens , vol.24 , Issue.5 , pp. 993-1008
    • Jaiswal, R.K.1    Mukherjee, S.2    Krishnamurthy, J.3    Saxena, R.4
  • 24
    • 79958209059 scopus 로고    scopus 로고
    • Review: satellite-based remote sensing and geographic information systems and their application in the assessment of groundwater potential, with particular reference to India
    • Jasmin I, Mallikarjuna P (2011) Review: satellite-based remote sensing and geographic information systems and their application in the assessment of groundwater potential, with particular reference to India. Hydrogeol J 19(4): 729-740.
    • (2011) Hydrogeol J , vol.19 , Issue.4 , pp. 729-740
    • Jasmin, I.1    Mallikarjuna, P.2
  • 25
    • 33846409029 scopus 로고    scopus 로고
    • Groundwater management and development by integrated remote sensing and geographic information systems: prospects and constraints
    • Jha MK, Chowdhury A, Chowdary VM, Peiffer S (2007) Groundwater management and development by integrated remote sensing and geographic information systems: prospects and constraints. Int Ser Prog Wat Res 21: 427-467.
    • (2007) Int Ser Prog Wat Res , vol.21 , pp. 427-467
    • Jha, M.K.1    Chowdhury, A.2    Chowdary, V.M.3    Peiffer, S.4
  • 30
    • 0030186078 scopus 로고    scopus 로고
    • An approach to demarcate groundwater potential zones through remote sensing and a geographic information system
    • Krishnamurthy J, Kumar NV, Jayaraman V, Manivel M (1996) An approach to demarcate groundwater potential zones through remote sensing and a geographic information system. Int J Remote Sens 17(10): 1867-1884.
    • (1996) Int J Remote Sens , vol.17 , Issue.10 , pp. 1867-1884
    • Krishnamurthy, J.1    Kumar, N.V.2    Jayaraman, V.3    Manivel, M.4
  • 32
    • 33845678462 scopus 로고    scopus 로고
    • Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia
    • Lee S, Pradhan B (2006) Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia. J Earth Syst Sci 6: 1-12.
    • (2006) J Earth Syst Sci , vol.6 , pp. 1-12
    • Lee, S.1    Pradhan, B.2
  • 33
    • 33847014755 scopus 로고    scopus 로고
    • Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression model
    • Lee S, Pradhan B (2007) Landslide hazard mapping at Selangor, Malaysia using frequency ratio and logistic regression model. Landslides 4: 33-41.
    • (2007) Landslides , vol.4 , pp. 33-41
    • Lee, S.1    Pradhan, B.2
  • 34
    • 47049103975 scopus 로고    scopus 로고
    • Groundwater favorability map using GIS multicriteria data analysis on crystalline terrain, Sao Paulo State, Brazil
    • Madrucci V, Taioli F, Cesar de Araujo C (2008) Groundwater favorability map using GIS multicriteria data analysis on crystalline terrain, Sao Paulo State, Brazil. J Hydrol 357: 153-173.
    • (2008) J Hydrol , vol.357 , pp. 153-173
    • Madrucci, V.1    Taioli, F.2    Cesar de Araujo, C.3
  • 35
    • 84857626684 scopus 로고    scopus 로고
    • Delineation of groundwater potential zones in Theni District, Tamil Nadu, using remote sensing, GIS and MIF techniques
    • Magesh NS, Chandrasekar N, Soundranayagam JP (2012) Delineation of groundwater potential zones in Theni District, Tamil Nadu, using remote sensing, GIS and MIF techniques. Geoscience Frontiers, 1-8.
    • (2012) Geoscience Frontiers , pp. 1-8
    • Magesh, N.S.1    Chandrasekar, N.2    Soundranayagam, J.P.3
  • 36
    • 84877023072 scopus 로고    scopus 로고
    • A knowledge-driven GIS modeling technique for groundwater potential mapping at the Upper Langat Basin, Malaysia
    • doi: 10. 1007/s12517-011-0469-2
    • Manap MA, Sulaiman WNA, Ramli MF, Pradhan B, Surip N (2011) A knowledge-driven GIS modeling technique for groundwater potential mapping at the Upper Langat Basin, Malaysia. Arab J Geosci. doi: 10. 1007/s12517-011-0469-2.
    • (2011) Arab J Geosci
    • Manap, M.A.1    Sulaiman, W.N.A.2    Ramli, M.F.3    Pradhan, B.4    Surip, N.5
  • 38
    • 65349144474 scopus 로고    scopus 로고
    • Groundwater and soil vulnerability in the Langat Basin Malaysia
    • Mohamed AF, Yaacob WZW, Taha MR, Shamsudin AR (2009) Groundwater and soil vulnerability in the Langat Basin Malaysia. Eur J Sci Res 27(4): 628-635.
    • (2009) Eur J Sci Res , vol.27 , Issue.4 , pp. 628-635
    • Mohamed, A.F.1    Yaacob, W.Z.W.2    Taha, M.R.3    Shamsudin, A.R.4
  • 40
    • 67651009584 scopus 로고    scopus 로고
    • Groundwater prospects evaluation based on hydrogeomorphological mapping using high resolution satellite images: a case study in Uttarakhand
    • Mondal MS, Pandey AC, Garg RD (2007) Groundwater prospects evaluation based on hydrogeomorphological mapping using high resolution satellite images: a case study in Uttarakhand. J Indian Soc Remote Sens 36: 69-76.
    • (2007) J Indian Soc Remote Sens , vol.36 , pp. 69-76
    • Mondal, M.S.1    Pandey, A.C.2    Garg, R.D.3
  • 42
    • 77955705601 scopus 로고    scopus 로고
    • Application of lineament density and hydrogeomorphology to delineate groundwater potential zones of Baghmundi block in Purulia District, West Bengal
    • Nag SK (2005) Application of lineament density and hydrogeomorphology to delineate groundwater potential zones of Baghmundi block in Purulia District, West Bengal. J Indian Soc Remote Sens 33(4): 521-529.
    • (2005) J Indian Soc Remote Sens , vol.33 , Issue.4 , pp. 521-529
    • Nag, S.K.1
  • 43
    • 84895076062 scopus 로고    scopus 로고
    • Ocned, Accessed on 24 July 2008
    • Ocned (2008) Ocned. http://www. ocned. com. Accessed on 24 July 2008.
    • (2008) Ocned
  • 44
    • 79952009171 scopus 로고    scopus 로고
    • GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea
    • Oh H-J, Kim Y-S, Choi J-K, Park E, Lee S (2011) GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea. J Hydrol 399(3-4): 158-172.
    • (2011) J Hydrol , vol.399 , Issue.3-4 , pp. 158-172
    • Oh, H.-J.1    Kim, Y.-S.2    Choi, J.-K.3    Park, E.4    Lee, S.5
  • 45
    • 84857373252 scopus 로고    scopus 로고
    • Chemometric application in identifying sources of organic contaminants in Langat River Basin
    • Osman R, Saim N, Juahir H, Abdullah MP (2012) Chemometric application in identifying sources of organic contaminants in Langat River Basin. Environ Monit Assess 184: 1001-1014.
    • (2012) Environ Monit Assess , vol.184 , pp. 1001-1014
    • Osman, R.1    Saim, N.2    Juahir, H.3    Abdullah, M.P.4
  • 46
    • 81555202390 scopus 로고    scopus 로고
    • GIS-based groundwater spring potential mapping in the Sultan Mountains (Konya, Turkey) using frequency ratio, weights of evidence and logistic regression methods and their comparison
    • Ozdemir A (2011) GIS-based groundwater spring potential mapping in the Sultan Mountains (Konya, Turkey) using frequency ratio, weights of evidence and logistic regression methods and their comparison. J Hydrol 411(3-4): 290-308.
    • (2011) J Hydrol , vol.411 , Issue.3-4 , pp. 290-308
    • Ozdemir, A.1
  • 48
    • 67651065249 scopus 로고    scopus 로고
    • Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques
    • doi: 10. 2478/v10085-009-0008-5
    • Pradhan B (2009) Groundwater potential zonation for basaltic watersheds using satellite remote sensing data and GIS techniques. Central Eur J Geosci 1(1): 120-129. doi: 10. 2478/v10085-009-0008-5.
    • (2009) Central Eur J Geosci , vol.1 , Issue.1 , pp. 120-129
    • Pradhan, B.1
  • 49
    • 78650613649 scopus 로고    scopus 로고
    • Landslide Susceptibility Mapping of a Catchment Area Using Frequency Ratio, Fuzzy Logic and Multivariate Logistic Regression Approaches
    • doi: 10. 1007/s12524-010-0020-z
    • Pradhan B (2010a) Landslide susceptibility mapping of a catchment area using frequency ratio, fuzzy logic and multivariate logistic regression approaches. J Indian Soc Remote Sens 38: 301-320. doi: 10. 1007/s12524-010-0020-z.
    • (2010) J Indian Soc Remote Sens , vol.38 , pp. 301-320
    • Pradhan, B.1
  • 50
    • 78650712774 scopus 로고    scopus 로고
    • Application of an advanced fuzzy logic model for landslide susceptibility analysis
    • Pradhan B (2010b) Application of an advanced fuzzy logic model for landslide susceptibility analysis. Int J Comput Int Sys 3(3): 370-381.
    • (2010) Int J Comput Int Sys , vol.3 , Issue.3 , pp. 370-381
    • Pradhan, B.1
  • 51
    • 85027941774 scopus 로고    scopus 로고
    • Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia
    • doi:10.1007/s10661-011-1996-8
    • Pradhan B, Chaudhari A, Adinarayana J, Buchroithner MF (2012) Soil erosion assessment and its correlation with landslide events using remote sensing data and GIS: a case study at Penang Island, Malaysia. Environ Monit Assess 184(2): 715-727. doi: 10. 1007/s10661-011-1996-8.
    • (2012) Environ Monit Assess , vol.184 , Issue.2 , pp. 715-727
    • Pradhan, B.1    Chaudhari, A.2    Adinarayana, J.3    Buchroithner, M.F.4
  • 52
    • 76749088419 scopus 로고    scopus 로고
    • Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling
    • Pradhan B, Lee S (2010) Landslide susceptibility assessment and factor effect analysis: backpropagation artificial neural networks and their comparison with frequency ratio and bivariate logistic regression modelling. Environ Modell Softw 25: 747-759.
    • (2010) Environ Modell Softw , vol.25 , pp. 747-759
    • Pradhan, B.1    Lee, S.2
  • 53
    • 34250353571 scopus 로고    scopus 로고
    • Forest fire susceptibility and risk mapping using remote sensing and geographical information systems (GIS)
    • doi: 10. 1108/09653560710758297
    • Pradhan B, Suliman MDH, Awang MA (2007) Forest fire susceptibility and risk mapping using remote sensing and geographical information systems (GIS). Disaster Prevention and Management 16: 344-352. doi: 10. 1108/09653560710758297.
    • (2007) Disaster Prevention and Management , vol.16 , pp. 344-352
    • Pradhan, B.1    Suliman, M.D.H.2    Awang, M.A.3
  • 54
    • 77955354845 scopus 로고    scopus 로고
    • Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model
    • doi: 10. 1127/1432-8364/2010/0037
    • Pradhan B, Lee S, Buchroithner MF (2010a) Remote sensing and GIS-based landslide susceptibility analysis and its cross-validation in three test areas using a frequency ratio model. Photogramm Fernerkun 1: 17-32. doi: 10. 1127/1432-8364/2010/0037.
    • (2010) Photogramm Fernerkun , vol.1 , pp. 17-32
    • Pradhan, B.1    Lee, S.2    Buchroithner, M.F.3
  • 55
    • 77954455525 scopus 로고    scopus 로고
    • Manifestation of remote sensing data and GIS for landslide hazard analysis using spatial-based statistical models
    • doi:10.1007/s12517-009-0089-2
    • Pradhan B, Youssef AM (2010) Manifestation of remote sensing data and GIS for landslide hazard analysis using spatial-based statistical models. Arab J Geosci 3(3): 319-326. doi: 10. 1007/s12517-009-0089-2.
    • (2010) Arab J Geosci , vol.3 , Issue.3 , pp. 319-326
    • Pradhan, B.1    Youssef, A.M.2
  • 56
    • 77952410512 scopus 로고    scopus 로고
    • Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model
    • doi:10.1007/s11806-010-0236-7
    • Pradhan B, Youssef AM, Varathrajoo R (2010b) Approaches for delineating landslide hazard areas using different training sites in an advanced artificial neural network model. Geospatial Inf Sci 13(2): 93-102. doi: 10. 1007/s11806-010-0236-7.
    • (2010) Geospatial Inf Sci , vol.13 , Issue.2 , pp. 93-102
    • Pradhan, B.1    Youssef, A.M.2    Varathrajoo, R.3
  • 57
    • 79960057783 scopus 로고    scopus 로고
    • Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model
    • doi: 10. 1080/01431161. 2010. 484433
    • Pradhan B, Mansor S, Pirasteh S, Buchroithner M (2011) Landslide hazard and risk analyses at a landslide prone catchment area using statistical based geospatial model. Int J Remote Sens 32(14): 4075-4087. doi: 10. 1080/01431161. 2010. 484433.
    • (2011) Int J Remote Sens , vol.32 , Issue.14 , pp. 4075-4087
    • Pradhan, B.1    Mansor, S.2    Pirasteh, S.3    Buchroithner, M.4
  • 58
    • 48249143257 scopus 로고    scopus 로고
    • Deciphering potential groundwater zone in hard rock through the application of GIS
    • Prasad RK, Mondal NC, Banerjee P, Nandakumar MV, Singh VS (2008) Deciphering potential groundwater zone in hard rock through the application of GIS. Environ Geol 55: 467-475.
    • (2008) Environ Geol , vol.55 , pp. 467-475
    • Prasad, R.K.1    Mondal, N.C.2    Banerjee, P.3    Nandakumar, M.V.4    Singh, V.S.5
  • 59
    • 0002787004 scopus 로고    scopus 로고
    • Groundwater assessment using remote sensing and GIS in a rural groundwater project in Ghana: lessons learned
    • Sander P, Chesley MM, Minor TB (1996) Groundwater assessment using remote sensing and GIS in a rural groundwater project in Ghana: lessons learned. Hydrogeol J 4(3): 40-49.
    • (1996) Hydrogeol J , vol.4 , Issue.3 , pp. 40-49
    • Sander, P.1    Chesley, M.M.2    Minor, T.B.3
  • 60
    • 33846595000 scopus 로고    scopus 로고
    • A geographic information system approach to evaluation of groundwater potentiality of Shamri micro-watershed in the Shimla Taluk, Himachal Pradesh
    • Sarkar B, Deota B, Raju P, Jugran D (2001) A geographic information system approach to evaluation of groundwater potentiality of Shamri micro-watershed in the Shimla Taluk, Himachal Pradesh. J Indian Soc Remote Sens 29(3): 151-162.
    • (2001) J Indian Soc Remote Sens , vol.29 , Issue.3 , pp. 151-162
    • Sarkar, B.1    Deota, B.2    Raju, P.3    Jugran, D.4
  • 61
    • 77949848388 scopus 로고    scopus 로고
    • Study of land use-groundwater relationship using an integrated remote sensing and GIS approach
    • Accessed on 20 May 2009
    • Sarma B, Saraf AK (2002) Study of land use-groundwater relationship using an integrated remote sensing and GIS approach. Map Asia 2002. http://www. gisdevelopment. net. Accessed on 20 May 2009.
    • (2002) Map Asia 2002
    • Sarma, B.1    Saraf, A.K.2
  • 62
    • 0024927572 scopus 로고
    • The determination of heavy metals in water, suspended materials and sediments from Langat River, Malaysia
    • Sarmani S (1989) The determination of heavy metals in water, suspended materials and sediments from Langat River, Malaysia. Hydrobiologia 176(177): 233-238.
    • (1989) Hydrobiologia , vol.176 , Issue.177 , pp. 233-238
    • Sarmani, S.1
  • 64
    • 84895075414 scopus 로고    scopus 로고
    • GIS integration of remote sensing and topographic data using fuzzy logic for groundwater assessment in Midnipur District, India
    • Shahid S, Nath SK, Kamal ASM (2002) GIS integration of remote sensing and topographic data using fuzzy logic for groundwater assessment in Midnipur District, India. Geocarto International 17(3): 69-74.
    • (2002) Geocarto International , vol.17 , Issue.3 , pp. 69-74
    • Shahid, S.1    Nath, S.K.2    Kamal, A.S.M.3
  • 67
    • 33747096510 scopus 로고    scopus 로고
    • Groundwater study using remote sensing and geographic information systems (GIS) in central highlands of Eritrea
    • Solomon S, Quiel F (2006) Groundwater study using remote sensing and geographic information systems (GIS) in central highlands of Eritrea. Hydrogeol J 14(5): 729-741.
    • (2006) Hydrogeol J , vol.14 , Issue.5 , pp. 729-741
    • Solomon, S.1    Quiel, F.2
  • 68
    • 33749831481 scopus 로고    scopus 로고
    • Groundwater assessment through an integrated approach using remote sensing, GIS and resistivity technique: a case study from a hard rock terrain
    • Srivastava PK, Bhattacharya AK (2006) Groundwater assessment through an integrated approach using remote sensing, GIS and resistivity technique: a case study from a hard rock terrain. Int J Remote Sens 27(20): 4599-4620.
    • (2006) Int J Remote Sens , vol.27 , Issue.20 , pp. 4599-4620
    • Srivastava, P.K.1    Bhattacharya, A.K.2
  • 70
    • 84875816289 scopus 로고
    • Groundwater exploration using remote sensing and a low-cost geographical information system
    • Teeuw RM (1995) Groundwater exploration using remote sensing and a low-cost geographical information system. Hydrogeol J 3(3): 21-30.
    • (1995) Hydrogeol J , vol.3 , Issue.3 , pp. 21-30
    • Teeuw, R.M.1
  • 71
    • 70349559188 scopus 로고    scopus 로고
    • Prospect and assessment of groundwater resources using remote sensing techniques in and around Choral River Basin, Indore and Khargone Districts, M P
    • Thakur GS, Raghuwanshi RS (2008) Prospect and assessment of groundwater resources using remote sensing techniques in and around Choral River Basin, Indore and Khargone Districts, M P. J Indian Soc Remote Sens 36(2): 217-225.
    • (2008) J Indian Soc Remote Sens , vol.36 , Issue.2 , pp. 217-225
    • Thakur, G.S.1    Raghuwanshi, R.S.2
  • 74
    • 70349531261 scopus 로고    scopus 로고
    • Groundwater potential in the hard rock terrain of western Gharts: a case study from Kottayam District, Kerala using resourcest (IRS-P6) data and GIS technique
    • Vijith H (2007) Groundwater potential in the hard rock terrain of western Gharts: a case study from Kottayam District, Kerala using resourcest (IRS-P6) data and GIS technique. J Indian Soc Remote Sens 35(2): 163-171.
    • (2007) J Indian Soc Remote Sens , vol.35 , Issue.2 , pp. 163-171
    • Vijith, H.1
  • 76
    • 64949164773 scopus 로고    scopus 로고
    • Landslide susceptibility using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslide (Tokat-Turkey)
    • Yilmaz I (2009) Landslide susceptibility using frequency ratio, logistic regression, artificial neural networks and their comparison: a case study from Kat landslide (Tokat-Turkey). Comput Geosci 35: 1125-1138.
    • (2009) Comput Geosci , vol.35 , pp. 1125-1138
    • Yilmaz, I.1
  • 77
    • 84877034283 scopus 로고
    • Geologic map of Selangor, Sheet 94 (Kuala Lumpur)
    • Yin EH (1976) Geologic map of Selangor, Sheet 94 (Kuala Lumpur). Scale 1: 63360.
    • (1976) Scale , vol.1 , pp. 63360
    • Yin, E.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.