landslide management using geospatial technology (lmgt)
Transcription
landslide management using geospatial technology (lmgt)
LANDSLIDE MANAGEMENT USING GEOSPATIAL TECHNOLOGY (LMGT): CASE STUDY FOR KOTA KINABALU AREA, SABAH, MALAYSIA Rodeano Roslee1, Mustapa Abd. Talip1 & Tajul Anuar Jamaluddin2 Centre for Remote Sensing & GIS (CERGIS), Universiti Malaysia Sabah, Locked Bag 2073, 88999 Kota Kinabalu, Sabah 1 Geology Program, Centre for Environmental Science and Natural Resources, Faculty of Science and Technology, Universiti Kebangsaan Malaysia, 43600 Bangi, Selangor 2 OUTLINE Introduction Materials and Methods Results and Discussions Conclusions Acknowledgement INTRODUCTION Landslide – Geohazards process caused fatalities and property loss Occur in natural slopes and artificial slopes (cut and embankment). The frequency of landslide occurrences growing each year: Development increase on hilly/highland areas. Lack of experience and technical weakness in slope engineering. Lack of awareness and negligence. Climate change. Lack of monitoring & enforcement for the policies/guidelines/acts available. Highland Tower Landslide, Ampang (11th Dec 1993) (48 fatalities) (Cont’d) Although landslide usually associated with hilly area, mountainous or hillside areas, but it can still happen in flat area. In flat areas, landslide may occur on cuts and embankment slopes (construction of highways and buildings), river bank, landslide spread type, collapse/subsidence/sinkhole and various types associated with quarrying and mining exposure. Rawang Perdana, 2001 (Tajul Anuar Jamaluddin, 2009) DEVELOPMENT ISSUES AND LANDSLIDE IN MALAYSIA 1. 2. 3. 4. 5. Akta Pemuliharaan Tanah, 1960, Akta 385. Kanun Tanah Negara, 1965 (Akta 56/1995). Akta Jalan, Parit Dan Bangunan 1974, Akta 133. Akta Kualiti Alam Sekeliling, 1974, Akta 127. Akta Perancangan Bandar Dan Desa, Akta 172, (1976) dan Pindaan Akta Perancangan Bandar dan Desa, Akta A933(1995). 6. Undang-Undang Kecil Bangunan Seragam, 1984. 7. Penilaian Kesan Alam Sekitar, EIA (Jabatan Alam Sekitar Malaysia), 2003. 8. Garis Panduan Pemeliharaan Topografi Semulajadi Di Kawasan Berbukit Dalam Perancangan Dan Pembangunan Fizikal Oleh JPBD 9. Garis Panduan/Sistem Pengurusan Cerun (Jabatan Kerja Raya) (Slope Maintenance System (SMS), Malaysian Engineered Hillslope Management System (MEHMS), Combined Hydrological and Stability Model (CHASM), Slope Priority Ranking System (SPRS), Sistem Pengurusan Maklumat Cerun (SIMS) & Slope Management and Risk Tracking System (SMART). (Cont’d) 10. Garis Panduan/Pemetaan Geologi Terain, Jabatan Mineral dan Geosains. 11. Garis Panduan Unit Perancang Ekonomi (UPE). 12. Mitigating the risk of landslide on hill-site developent (The Institution of Engineers). 13. Garis Panduan Dewan Bandaraya Kota Kinabalu (DBKK). 14. Penilaian Kesan Alam Sekitar (EIA) bagi pembinaan Lereng Bukit (Jabatan Perlindungan Alam Sekitar Negeri Sabah, Malaysia. (Cont’d) Reality….? (Cont’d) (Tajul Anuar Jamaluddin, 2009) (Cont’d) IN SABAH….. ? (Cont’d) (Cont’d) Karambunai Resort Kg. Lok Bunuq, Sepanggar (06/01/2001 & 12/10/2006) (Cont’d) Landslide records in Malaysia 26. Bil Tarikh Lokasi Fatiliti/ Kerugian 1. 2. 3. 17 Dis 1919 18 Okt 1973 1980 Bukit Tunggal, Perak Gunung Cheroh, Perak Batu Caves 4 10 April1992 Jalan Sultan Ismail, KL 12 mati 40 mati 13 mati Sebahagian jalan ditutup 27 Dis 1992 Kuari di Pulak Salak Batu, Sandakan 5 Feb 1993 Sekolah Menengah Maxwell, KL 13 Mei 1993 15 Mei 1993 5. 1 mati 27. 28. 29. 30. 31. Kampung Sri Serendah, Serendah Koleksi surat khabar lama musnah 10 buah keluarga dipindahkan Pancor, Seremban 4 buah kereta musnah 33. 8 Sept 1993 Landasan keretapi Sungai Buloh Perkhidmatan keretapi tergendala 34. 10. 25 Okt 1993 Jalan Kuala Lipis-Gua Musang 1 terbunuh 1 cedera 35. 11. 16 Nov 1993 Taman Lipis II Kenderaan tertimbus 12. 22 Nov 1993 Hong Seng Estate, Pulau Pinang 1 buah rumah musnah 13. 28 Nov 1993 KM 63 Lebuhraya KL - Karak 2 mati 14. 30 Nov 1993 Jalan Bandar Baru Salak – Nilai 2 mati 30 Nov 1993 Taman Golden Dragon, Kampar 1 buah van nyaris tertimbus 11 Dis 1993 Blok 1 Highland Towers, Ampang 48 mati 39. 17. 15 Dis 1993 Kuala Lipis 9 kereta tertimbus 40. 18. 22 Mac 1994 Pine Resort, Bukit Fraser Apartment rosak 2 Mei 1994 Perumahan Puchong Perdana(bekas lombong) 3 mati 20. 30 Mei 1994 Lombong Bijih timah di Kampar 2 mati 21. 17 Nov 1994 Km 81 Jalan Gerik-Jeli 2 mati 6. 7. 8. 9. 15. 16. 19. 32. 36. 37. 8 Dis 1994 Cameron Highland 7 mati, 3 buah rumah musnah 30 Jun 1995 Genting Sempah, jalan ke Genting Highlands 20 mati, 22 cedera 9 Okt 1995 Masjid Tanah, Melaka 16 Okt 1995 Changkat Tunku 1 Nov 1995 6 Jan 1996 30 Ogos 1996 10 Okt 1996 18 Okt 1996 18 Okt 1996 13 Feb 1997 12 Mac 1997 Jalan Tapah-Cameron Highlands Gua Gempurung, Lebuhraya Utara-Selatan Aliran debris Pos Dipang, Kampar, Perak. Km 49 Jln Ipoh, Kuala Terla, Cameron Highland Tanah Rata Cameron Highland Pahang Gelang Patah Johor Km 4.5 Jln Tuaran, Sabah Rumah Panjang KTM, Kg Kerinchi 38. 11 Mei 1997 41. 42. 43. 9 Okt 1997 25 Dis 1997 Jalan Pantai Dalam, KL Jalan Tok Ungku, Seremban Km14 Lebuhraya Hulu Langat-Ampang 27 Ogos 1998 Puchong Jaya 28 Nov 1998 Bukit Awana, Pulau Pinang 24 Dis 1998 Taman Kejora 1, Kulim Bahagian sisi kedai musnah Bahagian belakang rumah musnah Jalan ditutup 1 mati, 1 lori tertimbus 44 mati, 9 hilang & kampung musnah 4 mati, 2 cedera 16 keluarga dipindahkan 1 maut, 6 keluarga dipindahkan Sebahagian jalan tertimbus 1 cedera 1 mati 4 cedera, 19 keluarga dipindahkan 1 mati 3 mati 1 buah kereta tertimbus 15 kenderaan tertimbus 20 orang dipindahkan (Cont’d) 44. 45. 46. 47. 15 Mei 1999 7 Jan 2000 9 Jan 2000 Bukit Antarabangsa Kampung Raja, Batu 48 and Batu 49,Tringkap Tanah Rata – Brinchang, Cameron Highland 10 ribu penduduk terkandas 62. 25 Feb 2000 Kampung Sri Damai, Taman Kencana, Ampang 1 mati 28 Ogos 2000 Subang Jaya 28 Dis 2000 Taman Rasa Jaya 21 Sept 2001 Kg. Sungai Chinchin, Bt. 8, Jln Gombak, Selangor 52. 7 Jan 2001 Sepanggar Bay, Sabah 3 mati 53. 13 April 2001 22 Sept 2001 Tmn Rawang Perdana, Rawang Sg Chinchin, Km 13, Jln Gombak Rumah-rumah rosak 28 Dis 2001 Gunung Pulai, Johor 4 mati 28 Jan 2002 Simunjan, Kuching, Sarawak 16 mati, beberapa buah rumah musnah 20 Nov 2002 Taman Hillview, Ampang Jaya 8 mati, 5 cedera 26 Nov 2003 Runtuhan batuan di Bukit Lanjan (North Klang Valley Expressway) Lebuhraya terpaksa ditutup untuk tempoh > 6 bulan. 12 Oct. 2004 Debris flow at Gua Tempurung (PLUS Highway) Kerosakan pada jambatan 51. 54. 55. 56. 57. 58. 59. 26 Jun 2006 63. 17 cedera 50. 31 Mei 2006 5 mati Sandakan, Sabah 49. 5 Nov. 2004 Gangguan 7 Feb 2000 48. 60. 61. Perkhidmatan komuter tergendala 5 buah rumah musnah 1 maut, beberapa buah rumah dan kenderaan rosak 1 mati 9 Okt 2006 64. 65. 66. Okt. 2006 22 Mac 2007 Sept. 2007 Taman Harmonis, Gombak Kg Pasir, Hulu Kelang, Selngor Jalan Persekutuan 606 Sepanggar, Sabah Section 10, Wangsa Maju, Kuala Lumpur Jln Tg. Tualang-Sg. Durian, Perak Kuarters Kerajaan, Presinct 9, Putrajaya Kolej Ibrahim Yaakub, UKM Bangi 1 maut, 1 rumah rosak 4 maut, 3 blok rumah panjang rosak 1 maut dan beberapa buah rumah musnah Penduduk 3 blok rumah panjang terpaksa dipindahkan Jalan ditutup secara berkala untuk kerja membaikpulih 25 kenderaan rosak 1 blok asrama dikosongkan Sources: Shu et al. 1981, Chow 1981, Chow 1984, Chan, 1998, Tajul Anuar Jamaluddin et al. 2003, http//:www.emedia.com.my, News Straits Times 2007, Institut Penyelidikan Tanah Runtuh Negara (NASREC) UiTM (2007), Cawangan Kejuruteraan Cerun JKR, (2007) & Tajul Anuar Jamaluddin 2009. LANDSLIDE MORPHOLOGY Varnes (1978) LANDSLIDE CLASSIFICATIONS Materials Mechanisme Soils Rocks Non-Cohesive Cohesive Fall Rock Fall Debris Fall Soil Fall Toppling Rock Toppling Debris Toppling Soil Toppling Rock Slide Debris Slide Soil Slide Lateral Spread Rock Spread Debris Spread Soil Spread Flow Rock Flow Debris Flow Soil Flow Slide Rotational Translational Complex Combinations of two or more types of moving (Varnes, 1984) (Cont’d) LANDSLIDE CAUSING FACTORS Natural Factors: Geology Geomorphologiy Geomechanic identifications. Precipitation/Water runoff/Groundwater table Physical & chemical change. Geological structures and discontinuities Slope locations and geomorphological process. Weathering Rock types, mineral content, texture, grain size etc. Water and/or snow as triggering factors. Aktiviti Seismos (gegaran gempabumi) Earthquakes as triggering factors. (Cont’d) Non-Natural Factors: Design/engineering weakness (e.g. slope built too steep, too high). Deforestation, hill denudation, loading above slope, too steep at foot slope, etc.). (Cont’d) Non-Natural Factors: Incompatibility land use (construction on slope too steep, active slope, weak bedrock, etc.) Lack of maintenance (clogged drains, drainage systems malfunction, erosion, etc.). (Cont’d) Non-Natural Factors: The vibration of heavy vehicles, work piling or blasting rocks in nearby quarry, etc. Lack of supervision during the construction of stabilization structures/slope protection. MATERIALS AND METHODS LANDSLIDE MANAGEMENT USING GEOSPATIAL TECHNOLOGY (LMGT) What are the probable dangers/problems? [Danger Identification] What would be the magnitude of dangers/problems? [Hazard Assessment] What are the possible consequences and/or elements at risk? [Consequence/Elements at Risk Identification] What might be the degree of damage in elements at risk? [Vulnerability Assessment] What is the probability Quantification/Estimation] What is the significance of estimated risk? [Risk Evaluation] What should be done? [Risk Management] of damage? [Risk (Cont’d) LRM Cycles (Taubenb¨ock et al., 2007) (Cont’d) Relationship in LRM (Alexander, 2002) (Cont’d) CONCEPTS Risk = Hazard x Elements at risk x Vulnerability Vulnerability: The degree of loss to a given element or set of elements within the area affected by a hazard. It is expressed on a scale of 0 (no loss) to 1 (total loss). Elements at risk: Population, buildings and engineering works, infrastructure, environmental features and economic activities in the area affected by a hazard. Hazard: Probability that a particular danger (threat) occurs within a given period of time. Rating value for landslide hazard analysis (LHA) No Landslide Hazard Identifications Factors Parameter 1 2 Geology Soil Types Lithology Quaternary Alluvium (Clay, silt, sand & peat) Arenaceous and argillaceous rocks, coal and calcareous beds Argillaceous rocks; some arenaceous and calcareous beds Argillaceous rocks; some arenaceous and calcareous rocks, and associated chert, lava and pyroclastics Mainly metamorphic rocks of amphibolite, gneiss and schist and associated granite, granodiorite and tonalite (Crystalline Basement) Gabbro, dolorite, diorite and their fine-grained equivalents Serpentinite, peridotite, dunite and pyroxenite Granodiorite, diorite and granite Fault (distance) < 10 m 11 m – 50 m 51 m – 99 m > 100 m Thionic fluvisols, dystric histosol and thionic gleysol Dystric & eutric regosols, humic, dystric & eustric gleysols and gleyic podzol Eutric fluvisol, gleyic, dystric & eutric cambisols, humic, dystric and eutric gleysols Gleyic acrisols, gleyic luvisols, humic, dystrik and eutric gleysols Humic, dystrik & eutric gleysols and dystric histosols Dystric histosols and humic gleysol Orthic, ferric & gleyic acrisols and gleyic podzol Orthic, ferric and gleyic acrisols Orthic acrisols and dystric cambisol Orthic acrisols, chromic, dystric cambisol and lithosol Rating Value 15.0 13.0 11.0 10.0 8.0 7.0 6.0 5.0 5.0 3.5 1.5 0.5 10.0 9.0 8.0 7.0 6.0 5.0 4.0 3.0 2.0 1.0 (Cont’d) No 3 4 5 Landslide Hazard Identifications Slope Gradient Hydrology and Geohydrology Types of land use Factors Parameter 60o 31o – 60o 16o – 30o 6o – 15o 0o – 5o Precipitation (monthly ave.) > 300 mm 201 mm – 300 mm 101 mm – 200 mm 41 mm – 100 mm 0 mm – 40 mm Water runoff (distance) <5m 6 m – 10 m 11 m – 15 m 16 m – 20 m > 20 m Commercial sector Residential sector High education institutions & school Industrial sector Public infrastructure sector Agriculture, forestry and others Rating Value 15.0 12.5 10.0 7.5 5.0 10.0 8.0 6.0 4.0 2.0 10.0 8.0 6.0 4.0 2.0 15.0 13.0 11.0 9.0 7.0 5.0 (Cont’d) No 6 Landslide Hazard Identifica-tions Engineering characteristics of soils and rocks or, Factors Parameter Soil Shear Strength () (kN/m2) < 20 20 – 40 40 – 75 75 – 150 150 – 300 > 300 Standard penetration test (SPT) (N) Cohesive soil 0–2 2–4 4–8 8 – 15 15 – 30 > 30 Non-cohesive soil 0–4 4 – 10 10 – 30 30 – 50 > 50 Rating Value 5.0 4.0 3.0 2.0 1.0 0.5 5.0 4.0 3.0 2.0 1.0 0.5 5.0 4.0 3.0 2.0 1.0 (Cont’d) No Landslide Hazard Identifica-tions Factors Parameter 6 Engineering characteristics of soils and rocks Rating Value Rock Shear Stress () (kN/m2) < 25 25 – 50 50 – 100 100 – 250 > 250 5.0 4.0 3.0 2.0 1.0 Rock quality designation (RQD) (%) < 25 25 – 50 50 – 75 75 – 90 90 – 100 5.0 4.0 3.0 2.0 1.0 RESULTS AND DISCUSSIONS Landslide Hazard Analysis (LHA) Landslide hazard Analysis (LHA) is the fundamental information for any hazard assessment or every final assessment in landslide studies. In this study, LHA were categories into seven parameters: 1) 2) 3) 4) 5) 6) Geology, Geodynamic features Slope conditions Hydrology/geohydrology Types of landuse, and Engineering characteristics of soils and rocks. (Cont’d) Geological map Landslide distributions map 0o – 20o” (49 %) 21o – 40o (5 % ) 41o – 60o (33%) 61o – 80o (12%) > 80o (1%) Digital elevation model (DEM) Slope gradient map (Cont’d) Geohydrology map Hydrology map Residential sector (15%) Commercial sector (10%) Industrial sector (8%) Higher education institutions & schools sector (7%) Public infrastructure sector (5%) Land use map Soil types map (Cont’d) Analysis results of rock samples Outcrop Locations RS1 RS2 RS3 RS4 RS5 RS6 RS7 Coordinates 6°1'16.60"U /116°6'45.64"T 5°56'23.85"U/ 116°3'27.37"T 5°58'18.41"U/ 116°4'37.13"T 5°59'13.81"U/ 116°4'37.04"T 5°58'31.61"U/ 116°4'10.30"T 6°6'59.46"U/ 116°9'53.46"T 5°56'50.70"U/ 116°5'44.11"T Lithology Interbedded sandstoneshale Interbedded sandstone-shale Interbedded sandstone-shale Interbedded sandstoneshale Interbedded sandstoneshale Interbedded sandstoneshale Interbedded sandstone-shale Weathering grade II to V IV to V III to V III to IV III to IV III to IV III to IV Rock Quality Designation (RQD) (%) 9 – 87 13 – 34 6 – 63 38 – 77 12 – 65 15 – 35 12 – 28 Point load strength index, I s(50) 0.42 – 4.80 1.04 – 5.20 3.12 – 11.45 8.33 – 13.53 0.22 – 1.76 0.81 – 3.67 0.62 – 2.39 Uniaxial compressive strength correlation, UCS = 24 I S (50) (mPa) 10.19 – 115.20 24.99 – 124.90 74.94 – 274.79 199.85 – 324.75 5.28 – 42.24 19.44 – 88.08 14.88 – 57.36 Outcrop Locations RS8 RS9 RS10 RS11 RS12 RS13 RS14 Coordinates 5°55'10.06"U/ 116°6'51.31"T 5°55'2.07"U /116°5'41.20"T 5°58'11.14"U/ 116°5'29.89"T 5°55'56.11"U/ 116°7'1.67"T 6°2'40.14"U/ 116°9'26.51"T 6°0'16.50" U/ 116°7'51.67"T 6°6'7.09"U/ 116°10'29.69"T Lithology Interbedded sandstoneshale Interbedded sandstone-shale Interbedded sandstone-shale Interbedded sandstoneshale Interbedded sandstoneshale Interbedded sandstoneshale Interbedded sandstone-shale Weathering grade III to IV IV to V III to IV III to IV III to IV III to V II to IV Rock Quality Designation (RQD) (%) 18 – 38 10 – 25 12 – 43 17 – 31 18 – 45 5 – 25 16 – 86 Point load strength index, I s(50) 0.08 – 1.12 0.04 – 0.16 0.76 – 4.40 0.12 – 0.44 0.04 – 0.32 1.04 – 5.20 0.10 – 0.73 Uniaxial compressive strength correlation, UCS = 24 I S (50) (mPa) 1.92 – 26.88 0.96 – 3.84 18.24 – 105.60 2.88 – 10.56 0.96 – 7.68 24.99 – 124.90 2.40 – 17.52 Outcrop Locations RS15 RS16 RS17 RS18 RS19 RS20 Coordinates 5°55'10.27"U/ 116°3'39.42"T 6°7'15.00"U/ 116°12'30.38"T 6°0'56.04"U/ 116° 7'36.55"T 6°0'27.16"U/ 116° 8'54.60"T 6°0'26.38"U/ 116°7'49.42"T 5°58'26.97"U/ 116°4'55.00"T Lithology Interbedded sandstoneshale Interbedded sandstone-shale Interbedded sandstone-shale Interbedded sandstoneshale Interbedded sandstoneshale Interbedded sandstoneshale Weathering grade III to V III to IV IV to V III to IV III to V II to IV Rock Quality Designation (RQD) (%) 8 – 50 12 – 35 10 – 20 22 – 55 15 – 40 12 – 37 Point load strength index, Is(50) 0.14 – 0.52 0.38 – 7.68 0.55 – 2.89 1.35 – 2.71 0.48 – 1.25 1.04 – 10.41 Uniaxial compressive strength correlation, UCS = 24 IS (50) (mPa) 3.36 – 12.48 9.12 – 184.32 13.20 – 69.36 32.48 – 64.95 11.52 – 30.00 24.98 – 249.81 (Cont’d) Outcrop Locations Analysis results of soil samples SS1 6°1'16.60"U /116°6'45.64"T Weston SM V to VI 36 – 50 7 – 18 10 – 20 18 – 62 1 – 60 12.43 15.86 SS2 5°56'23.85"U/ 116°3'27.37"T Dalit CL V to VI 11 – 50 50 31 13 6 48 23 25 14.25 20.60 SS3 5°58'18.41"U/ 116°4'37.13"T Kinabatangan CH V to VI 3 – 50 10 – 16 6 – 10 33 – 50 24 – 64 33 – 50 16 – 26 17 – 24 3.92 – 9.81 21.20 – 28.47 SS4 5°59'13.81"U/ 116°4'37.04"T Sapi CL V to VI 9 – 15 29 – 67 10 – 30 3 – 60 0–7 29 – 47 17 – 26 12 – 21 6.82 – 21.62 2.47 – 3.43 SS5 5°58'31.61"U/ 116°4'10.30"T Lokan CL V to VI 5 – 14 41 – 55 20 – 30 14 – 35 1–4 42 – 44 20 – 24 20 – 22 13.71 17.90 SS6 6°6'59.46"U/ 116°9'53.46"T Tuaran SM V to VI 1 - 15 5 - 15 10 – 24 60 – 80 1 – 15 18.31 – 33.98 1.80 – 3.89 SS7 5°56'50.70"U/ 116°5'44.11"T Klias SC V to VI 9 – 29 10 – 22 17 – 25 44 – 72 1 – 24 12.30 26.70 SS8 5°55'10.06"U/ 116°6'51.31"T Tanjung Aru SM V to VI 9 – 23 20 – 24 20 – 22 47 – 90 1 – 13 10.4 – 10.6 3.39 – 15.30 97.66 89.43 81.49 – 118.27 15.45 – 33.61 78.31 27.74 – 54.38 163.18 28.17 – 92.67 SS9 SS10 SS11 SS12 SS13 SS14 SS15 SS16 Coordinates 5°55'2.07"U /116°5'41.20"T 5°58'11.14"U/ 116°5'29.89"T 5°55'56.11"U/ 116°7'1.67"T 6°2'40.14"U/ 116°9'26.51"T 6°0'16.50" U/ 116°7'51.67"T 6°6'7.09"U/ 116°10'29.69" T 5°55'10.27"U/ 116°3'39.42"T 6°7'15.00"U/ 116°12'30.38" T Soil Association (s) Classification (BS5930) Weathering grade Standard Penetration Test (N) Clay (0.002 mm) Silt (0.002 - 0.0063 mm) Sand (0.0063 – 2.000 mm) Gravel (2.000 – 63.000 mm) Lokan CL V to VI 5 – 42 41 – 45 20 – 26 3 – 39 1–3 Brantian SM V to VI 7 – 13 18 – 20 24 – 28 46 – 50 2 – 12 Brantian SM V to VI 2 – 16 11 – 17 10 – 20 51 – 79 1 – 17 Klias SC V to VI 9 – 15 13 – 15 20 – 22 57 – 63 4–7 Kinabatangan CH V to VI 3 – 33 27 – 64 20 – 30 6 – 51 1–3 Crocker CH V to VI 18 – 49 33 – 49 30 – 38 4 – 41 0–6 Tanjung Aru SM V to VI 6 – 30 1 – 15 1 – 26 56 – 94 0 – 10 Weston SM V to VI 2 – 23 2 – 28 2 – 20 14 – 20 1–7 Liquid Limit (LL) (%) 33 – 49 - - - 54 - 56 28 – 65 - - Plastic Limit (PL) (%) Plasticity Index (PI) (%) Cohesion, C (kN/m2) Friction angle (o) Undrained Shear Strength (S) (kN/m2) 15 – 20 18 – 29 9 – 13.1 5.2 – 11.1 12.00 13.46 9.40 14.52 21 - 27 29 – 33 13.42 – 15.72 4.51 – 6.01 16 – 31 12 – 34 9.96 – 19.27 3.13 – 16.80 83.80 87.10 29.20 – 36.78 20.89 – 79.65 4.95 – 15.99 8.31 – 17.85 48.77 – 112.60 1.67 – 9.36 4.27 – 7.64 27.20 – 52.34 5.81 – 9.57 7.46 – 24.26 45.09 – 144.77 Coordinates Soil Association (s) Classification (BS5930) Weathering grade Standard Penetration Test (N) Clay (0.002 mm) Silt (0.002 - 0.0063 mm) Sand (0.0063 – 2.000 mm) Gravel (2.000 – 63.000 mm) Liquid Limit (LL) (%) Plastic Limit (PL) (%) Plasticity Index (PI) (%) Cohesion, C (kN/m2) Friction angle (o) Undrained Shear Strength (S) (kN/m2) Outcrop Locations 24.07 – 49.60 (Cont’d) Analysis results of soil samples Outcrop Locations Coordinates Soil Association (s) Classification (BS5930) Weathering grade Standard Penetration Test (N) Clay (0.002 mm) Silt (0.002 - 0.0063 mm) Sand (0.0063 – 2.000 mm) Gravel (2.000 – 63.000 mm) Liquid Limit (LL) (%) Plastic Limit (PL) (%) Plasticity Index (PI) (%) Cohesion, C (kN/m2) Friction angle (o) Undrained Shear Strength (S) (kN/m2) SS17 6°0'56.04"U/ 116° 7'36.55"T Dalit CL V to VI 2 – 20 34 – 40 20 – 34 26 – 45 0–1 28 – 33 15 – 17 13 – 16 13.95 – 14.58 3.81 – 4.15 SS18 6°0'27.16"U/ 116° 8'54.60"T Sapi CL V to VI 16 – 50 27 – 60 20 – 30 9 – 43 1 – 15 34 – 46 14 – 18 20 – 28 42.89 – 44.86 4.44 – 4.78 SS19 6°0'26.38"U/ 116°7'49.42"T Tuaran SM V to VI 3 – 16 6 – 12 6 – 10 76 – 86 1–4 4.70 – 8.46 2.22 – 6.86 SS20 5°58'26.97"U/ 116°4'55.00"T Crocker CL V to VI 3 – 39 49 – 52 20 – 40 8 – 30 0–1 27 – 36 15 – 21 12 – 15 3.46 – 11.95 3.01 – 7.54 27.27 – 29.09 58.42 – 61.58 20.09 – 40.79 13.98 – 38.42 (Cont’d) Very Low Hazard (10 %) Low Hazard (16%) Moderate Hazard(14% ) High Hazard (48%) Very High Hazard (12%) Landslide hazard analysis results (Cont’d) Population Map (PM) Kota Kinabalu City area estimated having highest populations of 457,661 persons, followed by Penampang area of 170,357 persons, and the Tuaran area of 104,659 persons. Population rate increments in study area were estimated about 30 % to 50 % for each 10 year (Year 1980: 195,097, year 1991: 360,111, year 2000: 563,597 & year 2008: 732,677) (Jabatan Perangkaan Malaysia, 2008). This situation indicates that the elements at risk (people, vehicles, infrastructure and property) will continue to rise. Property Value Map (PVM) A total of four (4) main land use is taken into account in this paper namely the residential sector, commercial sector, industrial sector, and agricultural, forestry and others sectors. Based on the results of LMGT analysis carried out, commercial property sector recorded the highest value of (751,125,100,000) (00,000'), followed by the residential sector (42,260,953,000) (00,000'), industrial sector (603,765,000) (00,000') and agricultural, forestry and others sectors (211,577,000) (00,000'). (Cont’d) Very Low Risk zone (14%) Low Risk zone (10%) Moderate Risk zone (52%) High Risk zone (22%) Very High Risk zone (2%) Landslide risk analysis results (Cont’d) Family of F-N curves by Proske (2006) (Cont’d) Risk criteria for natural hillsides by GEO (1998) (Cont’d) Definitions of "acceptance criteria" for landslides No. Risk Qualifier Definition 1 Acceptable Level society desires to achieve Level society accepts to live with to 2 Tolerable secure certain benefits 3 Individual Imposed on an individual 4 Societal Imposed to society as a whole Risk voluntarily faced to gain 5 Voluntary benefits 6 Involuntary Risk imposed by a body 7 Specific Risk for a specific element 8 Total Sum of specific risks CONCLUSIONS 1. In terms of landslide hazards, the resulted LHM of Kota Kinabalu area suggests that 10% of the area can be categorised as Very Low Hazard, 16% as Low Hazard, 14% as Moderate Hazard, 48% as High Hazard and 12% as Very High Hazard. Whereas, in terms of landslide risks, the LRM indicates that 14% of the area is in Very Low Risk zone, 10% in Low Risk zone, 52% in Medium Risk zone, 22% in High Risk zone and 2% in Very High Risk zone. Areas with low degree of landslides hazard does not mean have the low risk to experience landslides, and vice-versa. 2. The benefit of a LMGT is to provide insight and options for decision-making in practical problems. The benefits includes: It encourages a rational, systematic approach for assessing the safety of slopes, and a framework to put uncertainties and engineering judgment into a system and allows comparison of hazards and risks for different slopes. It focuses attention or what happens if the slope fails and liabilities and responsibilities of the parties involved and provides an open and transparent process on the nature and key contributors of risk and uncertainty for discussion with the regulators, owners, stakeholders, etc. (Fell et al., 2005). It increases awareness of the need to consider uncertainties, and insight on what can go wrong and their potential consequences. (Cont’d) 3. Due to its generalized data input, the resulting LMGT cannot be used by local administration for detailed engineering structural design, but it is of great value for either local and federal departments government or developers to locate areas prone to landslide hazard or high risk areas, to organize more detailed analysis in the identified “hot spot” (hazardous areas) and can manage the impact of landslide disaster that may affect the regional economy (loss and damage to property), or welfare of the community (deaths and homeless) (risky areas). ACKNOWLEDGEMENT Centre for National Infrastructures of Geospatial Data (MAcGDI) Ministry of Natural Resources and Environment Universiti Malaysia Sabah (UMS) – CERGIS Universiti Kebangsaan Malaysia (UKM) - SEDPRI