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| DC 欄位 | 值 | 語言 |
|---|---|---|
| dc.contributor.advisor | 黃宏斌 | |
| dc.contributor.author | Kai-Chun Yang | en |
| dc.contributor.author | 楊凱鈞 | zh_TW |
| dc.date.accessioned | 2021-06-16T16:23:16Z | - |
| dc.date.available | 2013-02-01 | |
| dc.date.copyright | 2013-02-01 | |
| dc.date.issued | 2013 | |
| dc.date.submitted | 2013-01-28 | |
| dc.identifier.citation | Ayalew L, Yamagishi H (2005) The application of GIS-based logistic regression for landslide susceptibility mapping in the Kakuda-Yahiko Mountains, Central Japan. Geomorphology 65 (1-2):15-31
Ayalew L, Yamagishi H, Ugawa N (2004) Landslide susceptibility mapping using GIS-based weighed linear combination, the case in Tsugawa area of Agano River, Niigata Prefecture, Japan. Landslides 1:73-81 Ayenew T, Barbieri G (2005) Inventory of landslides and susceptibility mapping in the Dessie area, northern Ethiopia. Engineering Geology 77 (1–2):1-15. doi:10.1016/j.enggeo.2004.07.002 Begueria S (2006) Changes in land cover and shallow landslide activity: A case study in the Spanish Pyrenees. Geomorphology 74 (1-4):196-206 Can T, Nefeslioglu HA, Gokceoglu C, Sonmez H, Duman TY (2005) Susceptibility assessments of shallow earthflows triggered by heavy rainfall at three catchments by logistic regression analyses. Geomorphology 72 (1-4):250-271. doi:10.1016/j.geomorph.2005.05.011 Carrara A, Merenda L (1976) Landslide inventory in Northern Calabria, Southern Italy. Geological Society of America Bulletin 87 (8):1153-1162 Chang KT, Chiang SH, Hsu ML (2007) Modeling typhoon- and earthquake-induced landslides in a mountainous watershed using logistic regression. Geomorphology 89 (3-4):335-347 Chuang SC, Chen H, Lin GW, Lin CW, Chang CP (2009) Increase in basin sediment yield from landslides in storms following major seismic disturbance. Engineering Geology 103 (1-2):59-65. doi:10.1016/j.enggeo.2008.08.001 Chung CJ, Fabbri AG (1993) The representation of geoscience information for data integration. Nonrenewable Resources 2 (3):122-131 Cox DR, Snell EJ (1989) Analysis of binary data. 2nd edition edn. Chapman & Hall, London Cruden DM, Varnes DJ (1996) Landslides: investigation and mitigation. National Academy Press, Washington DC Dadson SJ, Hovius N, Chen H, Dade WB, Lin JC, Hsu ML, Lin CW, Horng MJ, Chen TC, Milliman J, Stark CP (2004) Earthquake-triggered increase in sediment delivery from an active mountain belt. Geology 32 (8):733-736. doi:10.1130/g20639.1 Dai FC, Lee CF (2002) Landslide characteristics and, slope instability modeling using GIS, Lantau Island, Hong Kong. Geomorphology 42 (3-4):213-228 Dai FC, Lee CF (2003) A spatiotemporal probabilistic modelling of storm-induced shallow landsliding using aerial photographs and logistic regression. Earth Surface Processes and Landforms 28 (5):527-545 De Rubeis V, Tosi P, Gasparini C, Solipaca A (2005) Application of kriging technique to seismic intensity data. Bulletin of the Seismological Society of America 95 (2):540-548 den Eeckhaut M, Vanwalleghem T, Poesen J, Govers G, Verstraeten G, Vandekerckhove L (2006) Prediction of landslide susceptibility using rare events logistic regression: A case-study in the Flemish Ardennes (Belgium). Geomorphology 76 (3-4):392-410 Duman TY, Can T, Gokceoglu C, Nefeslioglu HA, Sonmez H (2006) Application of logistic regression for landslide susceptibility zoning of Cekmece Area, Istanbul, Turkey. Environmental Geology 51 (2):241-256 Einstein HH Special lecture: landslide risk assessment procedure. In: Bonnard C (ed) the Fifth International Symposium on Landslides, Lausanne, Switzerland., 1988. A.A. Balkema, Rotterdam, The Netherlands, pp 1075-1090 Ercanoglu M, Gokceoglu C (2002) Assessment of landslide susceptibility for a landslide-prone area (north of Yenice, NW Turkey) by fuzzy approach. Environmental Geology 41 (6):720-730. doi:10.1007/s00254-001-0454-2 Evans SG, Guthrie RH, Roberts NJ, Bishop NF (2007) The disastrous 17 February 2006 rockslide-debris avalanche on Leyte Island, Philippines: a catastrophic landslide in tropical mountain terrain. Natural Hazards and Earth System Sciences 7 (1):89-101 Gomez H, Kavzoglu T (2005) Assessment of shallow landslide susceptibility using artificial neural networks in Jabonosa River Basin, Venezuela. Engineering Geology 78 (1-2):11-27 Gray DH, Sotir RB (1996) Biotechnical and soil bioengineering slope stabilization: a practical guide for erosion control. John Wiley & Sons, New York Gupta RP, Joshi BC (1990) Landslide hazard zoning using the GIS approach - a case-study from the Ramganga catchment, Himalayas. Engineering Geology 28 (1-2):119-131 Guzzetti F, Carrara A, Cardinali M, Reichenbach P (1999) Landslide hazard evaluation: a review of current techniques and their application in a multi-scale study, Central Italy. Geomorphology 31 (1-4):181-216. doi:10.1016/s0169-555x(99)00078-1 Guzzetti F, Reichenbach P, Cardinali M, Galli M, Ardizzone F (2005) Probabilistic landslide hazard assessment at the basin scale. Geomorphology 72 (1-4):272-299 Hearn EL, Wilson RC (1995) Shaking intensity thresholds for rock falls and slides: evidence form 1987 Whittier Narrows and Superstition Hills earthquake storng-motion records. Bulletin of the Seismological Society of America 85 (6):1739-1757 Huang H-P, Yang K-C, Lin B-W (2012) Statistical evaluation of the effect of earthquake with other related factors on landslide susceptibility: using the watershed area of Shihmen reservoir in Taiwan as a case study. Environ Earth Sci:1-16. doi:10.1007/s12665-012-2044-x Jibson RW, Harp EL, Michael JA (2000) A method for producing digital probabilistic seismic landslide hazard maps. Engineering Geology 58 (3–4):271-289. doi:http://dx.doi.org/10.1016/S0013-7952(00)00039-9 Keefer DK (1984) Landslides Caused by Earthquakes. Geological Society of America Bulletin 95 (4):406-421 Keefer DK (1994) The importance of earthquake-induced landslides to long-term slope erosion and slope-failure hazards in seismically active regions. Geomorphology 10 (1-4):265-284 Keefer DK (2000) Statistical analysis of an earthquake-induced landslide distribution - the 1989 Loma Prieta, California event. Engineering Geology 58 (3-4):231-249 Lee CT, Huang CC, Lee JF, Pan KL, Lin ML, Dong JJ (2008a) Statistical approach to earthquake-induced landslide susceptibility. Engineering Geology 100 (1-2):43-58. doi:10.1016/j.enggeo.2008.03.004 Lee CT, Huang CC, Lee JF, Pan KL, Lin ML, Dong JJ (2008b) Statistical approach to storm event-induced landslides susceptibility. Natural Hazards and Earth System Sciences 8 (4):941-960 Lee S, Min K (2001) Statistical analysis of landslide susceptibility at Yongin, Korea. Environmental Geology 40:1095-1113. doi:10.1007/s002540100310 Lee S, Pradhan B (2006) Probabilistic landslide hazards and risk mapping on Penang Island, Malaysia. Journal of Earth System Science 115 (6):661-672 Lee S, Ryu JH, Kim IS (2007) Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression, and artificial neural network models: case study of Youngin, Korea. Landslides 4 (4):327-338 Lee S, Ryu JH, Lee MJ, Won JS (2003) Use of an artificial neural network for analysis of the susceptibility to landslides at Boun, Korea. Environmental Geology 44 (7):820-833 Lee S, Sambath T (2006) Landslide susceptibility mapping in the Damrei Romel area, Cambodia using frequency ratio and logistic regression models. Environmental Geology 50 (6):847-855 Lee SW, Cheng JD, Ho CW, Chiang YC, Chen HH, Tsai KT An assessment of landslide problems and watershed management in Taiwan. In: Ziemer RR (ed) The Fiji Symposium on Research Needs and Applications to Reduce Erosion and Sedimentation in Tropical Steeplands, Suva, Fiji, 1990. IAHS Publication, pp 238-246 Lillesand TM, Kiefer RW (2000) Remote sensing and image interpretation. Wiley & Sons, New York Lin GW, Chen H, Hovius N, Horng MJ, Dadson S, Meunier P, Lines M (2008) Effects of earthquake and cyclone sequencing on landsliding and fluvial sediment transfer in a mountain catchment. Earth Surface Processes and Landforms 33 (9):1354-1373. doi:10.1002/esp.1716 Meunier P, Hovius N, Haines AJ (2007) Regional patterns of earthquake-triggered landslides and their relation to ground motion. Geophysical Research Letters 34 (20):L20408 Moore ID, Grayson RB, Ladson AR (1991) Digital terrain modeling: a review of hydrological, geomorphological, and biological applications. Hydrological Processes 5:3-30 Muthu K, Petrou M, Tarantino C, Blonda P (2008) Landslide possibility mapping using fuzzy approaches. Ieee Transactions on Geoscience and Remote Sensing 46 (4):1253-1265 Nagelkerke NJD (1991) A note on a general definition of the coefficient of determination. Biometrika 78 (3):691-692 Nefeslioglu HA, Gokceoglu C, Sonmez H (2008) An assessment on the use of logistic regression and artificial neural networks with different sampling strategies for the preparation of landslide susceptibility maps. Engineering Geology 97 (3-4):171-191. doi:10.1016/j.enggeo.2008.01.004 Ohlmacher GC, Davis JC (2003) Using multiple logistic regression and GIS technology to predict landslide hazard in northeast Kansas, USA. Engineering Geology 69 (3-4):331-343 Pachauri AK, Pant M (1992) Landslide hazard mapping based on geological attributes. Engineering Geology 32 (1-2):81-100. doi:10.1016/0013-7952(92)90020-y Schenkova Z, Schenk V, Kalogeras I, Pichl R, Kottnauer P, Papatsimba C, Panopoulou G (2007) Isoseismal maps drawing by the kriging method. Journal of Seismology 11 (1):121-129 Sidle RC Using weather and climate information for landslide prevention and mitigation. In: Sivakumar MVK, Ndiangui N (eds) International Workshop on Climate and Land Degradation, Arusha, TANZANIA, Dec 11-15 2006. Springer-Verlag Berlin, pp 285-307 Soeters R, Van Westen CJ (1996) Slope instability recognition, analysis, and zonation. Landslides, investigation and mitigation, vol Special report 247. Transportation Research Board, National Research Council, Washington, DC Song RH, Hiromu D, Kazutoki A, Usio K, Sumio M (2008) Modeling the potential distribution of shallow-seated landslides using the weights of evidence method and a logistic regression model: a case study of the Sabae Area, Japan. International Journal of Sediment Research 23 (2):106-118 Swets JA (1988) Measuring the accuracy of diagnostic systems. Science 240:1285-1293 Tibaldi A, Ferrari L, Pasquare G (1995) Landslides triggered by earthquakes and their relations with faults and mountain slope geometry - an example from Ecuador. Geomorphology 11 (3):215-226 Turer D, Nefeslioglu HA, Zorlu K, Gokceoglu C (2008) Assessment of geo-environmental problems of the Zonguldak province (NW Turkey). Environmental Geology 55 (5):1001-1014. doi:10.1007/s00254-007-1049-3 Van Den Eeckhaut M, Poesen J, Dewitte O, Demoulin A, De Bo H, Vanmaercke-Gottigny MC (2007) Reactivation of old landslides: lessons learned from a case-study in the Flemish Ardennes (Belgium). Soil Use and Management 23 (2):200-211. doi:10.1111/j.1475-2743.2006.00079.x van Westen CJ, Castellanos E, Kuriakose SL (2008) Spatial data for landslide susceptibility, hazard, and vulnerability assessment: An overview. Engineering Geology 102 (3-4):112-131. doi:10.1016/j.enggeo.2008.03.010 van Westen CJ, van Asch TWJ, Soeters R (2006) Landslide hazard and risk zonation - why is it still so difficult? Bulletin of Engineering Geology and the Environment 65 (2):167-184 Varnes DJ (1984) Landslide hazard zonation: a review of principle and practice. vol Natural Hazards. UNESCO, Paris, France Weirich F, Blesius L (2007) Comparison of satellite and air photo based landslide susceptibility maps. Geomorphology 87 (4):352-364 Wills CJ, McCrink TP (2002) Comparing Landslide Inventories: The Map Depends on the Method. Environmental & Engineering Geoscience 8 (4):279-293 Yesilnacar E, Topal T (2005) Landslide susceptibility mapping: A comparison of logistic regression and neural networks methods in a medium scale study, Hendek region (Turkey). Engineering Geology 79 (3-4):251-266 李錫堤 (2009) 山崩及土石流災害分析的方法學回顧與展望. 台灣公共工程學刊 5 (1):1-29 李錫堤, 潘國樑, 林銘郎 (2005) 山崩調查與危險度評估-山崩潛感分析之研究（3/3）. 經濟部中央地質調查所報告. 臺灣臺北 李嶸泰, 張嶸泰, 詹勳全, 廖珮妤, 洪雨柔 (2012) 應用羅吉斯迴歸法進行阿里山地區山崩潛勢評估. 中華水土保持學報 43 (2):167-176 林柏維 (2010) 以羅吉斯迴歸探討累積水平地震加速度對崩塌潛勢影響之研究. 碩士論文, 國立臺灣大學, 臺灣臺北 張弼超 (2005) 運用羅吉斯迴歸法進行山崩潛感分析－以臺灣中部國姓地區為例. 碩士論文, 國立中央大學, 臺灣桃園 陳樹群, 汪靜明 (2007) 水庫集水區生態環境評估與綜合成效指標之建立. vol 1. 經濟部水利署, 臺灣臺北 陳樹群, 馮智偉 (2005) 應用Logistic 迴歸繪製崩塌潛感圖－以濁水溪流域為例. 中華水土保持學報 36 (2):191-201 經濟部中央地質調查所 (2010) 臺灣活動斷層分布圖. 經濟部中央地質調查所, 臺灣臺北 經濟部水利署北區水資源局 (2000) 石門水庫集水區第三階段治理規劃. 臺灣桃園 經濟部水利署北區水資源局 (2008) 石門水庫後池改善初步規劃 經濟部水利署北區水資源局, 臺灣桃園 廖啟雯 (2004) 機率式地震誘發山崩危害度分析–以國姓地區為例. 博士論文, 國立中央大學, 臺灣桃園 簡文郁, 張毓文, 溫國樑, 羅俊雄 (2002) 台北盆地地盤效應分析. 結構工程 17 (3):3-17 | |
| dc.identifier.uri | http://tdr.lib.ntu.edu.tw/jspui/handle/123456789/63111 | - |
| dc.description.abstract | 崩塌潛勢分析及預測是集水區經營重要工作項目之一。在地震發生後，崩塌潛勢會隨著離震央之距離成某一函數減少，且地震會提高區域之崩塌潛勢，使得在同樣之雨量下更易發生崩塌，然而，地震影響之權重如何，如何考量地震之影響，考慮地震因子可否提昇模型之準確度，卻少有量化之數據及研究。為瞭解地震如何影響暴雨誘發之崩塌，本研究利用交通部中央氣象局地震觀測網之水平地表最大加速度資料作為地震之因子，連同其他因子使用羅吉斯迴歸瞭解地震因子於崩塌潛勢之權重。研究結果證明，在從未發生地震誘發崩塌之集水區中，歷史線性累加之水平地表最大加速度值，仍會對該地之崩塌潛勢造成影響，增加其暴雨誘發崩塌之潛勢。比較加入與未加入水平地表最大加速度，加入水平地表最大加速度使得崩塌潛勢模式更為準確。歷史線性累加之水平地表最大加速度被證明是一個可代表地震影響之因子。在長期有地震發生、地質活動活躍之區域，使用歷史資料評估崩塌潛勢時，即使地震因子並非崩塌誘發因子，地震長期性之影響也該被納入，增加該區域崩塌潛勢分析之正確性。 | zh_TW |
| dc.description.abstract | Landslide susceptibility evaluation is one of the most important issues in watershed management. After an earthquake, the landslide susceptibility decreases functionally with increases in the distance from the epicenter. Under the same rainfall intensity, landslides are more likely to occur in an area where earthquakes occur more frequently. However, the questions of how much an earthquake should be weighted and how to evaluate the effects of an earthquake still need to be studied. To understand how earthquakes affect rainfall-triggered landslides, the horizontal peak ground acceleration (PGA) data from the Central Weather Bureau Seismic Network is used as the earthquake factor and combined with other factors to determine the weight of earthquakes in landslide susceptibility using Logistic regression. The results indicate that the ability of landslide prediction is better when considering the earthquake factor. This study also proved that although there are no co-seismic landslides (after earthquakes) in the study area, the earthquake factor is still required to increase the model accuracy. PGA has been described as a usable factor. In areas with frequent earthquakes and high geological activity, when using historical data to evaluate landslide susceptibility, the earthquake factor should be taken into consideration to prevent errors. | en |
| dc.description.provenance | Made available in DSpace on 2021-06-16T16:23:16Z (GMT). No. of bitstreams: 1 ntu-102-D91622005-1.pdf: 5428159 bytes, checksum: 2c40c5ff697095ad2af4bde3cf2adec0 (MD5) Previous issue date: 2013 | en |
| dc.description.tableofcontents | 誌謝 i
摘要 ii ABSTRACT iii 目錄 iv 圖目錄 vi 表目錄 vii 1. 前言 1 2. 前人研究 3 2.1 崩塌潛勢分析 3 2.1.1 定性評估 3 2.1.2 定量評估 3 2.2 地震與崩塌潛勢 7 2.2.1 地震對崩塌潛勢之影響 7 2.2.2 地震因子 7 3. 研究方法 9 3.1 研究架構 9 3.1.1 崩塌因子權重分析方法選取 9 3.1.2 事件型崩塌潛勢分析 10 3.2 研究區域 13 3.3 資料來源、崩塌相關因子及誘發因子 16 3.3.1 數值地形模型解析度 16 3.3.2 崩塌相關因子—地形 20 3.3.3 崩塌相關因子—地質 23 3.3.4 崩塌相關因子—人為擾動 26 3.3.5 崩塌相關因子—溪流分布 26 3.3.6 崩塌相關因子—地震 28 3.3.7 崩塌誘發因子—颱風累積雨量 33 3.4 使用模型 35 3.4.1 羅吉斯迴歸 35 3.4.2 迴歸方程式因子選取 37 3.4.3 稀有事件資料 37 3.4.4 模式檢定 38 4. 結果與討論 39 4.1 羅吉斯迴歸計算結果 39 4.2 模式檢定 42 4.3 各因子與崩塌潛勢之關係 48 4.4 各因子敏感度 51 5. 結論 53 參考文獻 55 附錄一 64 附錄二 103 | |
| dc.language.iso | zh-TW | |
| dc.title | 地震因子對崩塌潛勢影響之統計評估 | zh_TW |
| dc.title | Statistical Evaluation of the Effect of Earthquake on Landslide Susceptibility | en |
| dc.type | Thesis | |
| dc.date.schoolyear | 101-1 | |
| dc.description.degree | 博士 | |
| dc.contributor.oralexamcommittee | 游繁結,黃良雄,段錦浩,詹錢登 | |
| dc.subject.keyword | 崩塌潛勢,地震,暴雨誘發崩塌,水平地表最大加速度,羅吉斯迴歸, | zh_TW |
| dc.subject.keyword | Landslide susceptibility,earthquake,rainfall-triggered landslide,peak ground acceleration,Logistic regression, | en |
| dc.relation.page | 103 | |
| dc.rights.note | 有償授權 | |
| dc.date.accepted | 2013-01-28 | |
| dc.contributor.author-college | 生物資源暨農學院 | zh_TW |
| dc.contributor.author-dept | 生物環境系統工程學研究所 | zh_TW |
| 顯示於系所單位： | 生物環境系統工程學系 | |
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