Please use this identifier to cite or link to this item: http://hdl.handle.net/11455/84781
標題: Effects of Climate Change on the Potential of the Landslides in the Basin of Kaoping Stream
氣候變遷對高屏溪流域崩塌潛勢之影響評估
作者: Jen-Chen Fan
Chih-Hsiang Yang
Shih-Chun Chang
Hsiao-Yu Huang
Jia-Jun Guo
范正成
楊智翔
張世駿
黃效禹
郭嘉峻
關鍵字: 氣候變遷
崩塌
發生潛勢
地文因子
邏輯斯回歸
Climate change
landslide
potential of occurrence
physiographic factor
logistic regression
出版社: 台北市:中華水土保持學會
摘要: To investigate the effects of climate change on the potential of the landslides in the basin of Kaoping stream, in this study, physiographic factors are collected and tested; rainfall parameters are selected; logistic regression method is used to establish the model for evaluating the potential of landslides; and 3 GCMs models and 3 future scenarios are used for analysis. Results show that 5 physiographic factors and 1 rainfall parameters are most highly correlated with the potential of landslides. They are the slope steepness, the area ratio of dip slope, the distance to fault, the road ratio and the rainfall amount of consecutive 2 days. The accuracy of the model established in this study reaches 80%. The impact for the future of the simulated results for the short term period (2010~2039) using the INCM3 model is found the greatest and the B1 scenario is found most in accordance with the real conditions. Using the developed model in this study to evaluate the potential of the landslide for the short term period, it is found the area of the highest potential of landslides increase 98%, compared with the potential of landslide in the baseline period (1961~1990).
為探討氣候變遷對高屏溪流域崩塌潛勢之影響,本研究透過地文因子蒐集與篩選檢定、降雨參數選定,以邏輯斯回歸建置崩塌潛勢評估模式,並結合3 種GCMs 模式及3 種未來情境進行分析。結果顯示,與崩塌發生最為相關之5 項地文因子及降雨參數分別為岩性、坡度坡向、水系比、道路比及連續二日雨量。所建置之崩塌潛勢模式,其準確率可達80%以上。經綜合評估,INCM3 模式之結果對未來之衝擊最大,其中又以INCM3 模式B1 情境短期(2010~2039 年) 之結果最符合現況;利用此模式及情境推估短期之結果與基期 (1961~1990 年)相比,「極高」崩塌發生潛勢之增加面積達98%。
URI: http://hdl.handle.net/11455/84781
Appears in Collections:第44卷 第04期

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