USING LOGISTIC REGRESEON ANALYSIS FOR LANDSLIDE HAZARD ZONATION IN SEPHIDARGOLEH AREA

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KHAMEHCHIAN MASHA ELAH; ABD ALMALEKI P.; RAKEI B.

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Journal: AMIRKABIR Year:2005 | Volume:16 | Issue:62-C Page(s): 65-76

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Information Journal Paper

Title

USING LOGISTIC REGRESEON ANALYSIS FOR LANDSLIDE HAZARD ZONATION IN SEPHIDARGOLEH AREA

Author(s)

KHAMEHCHIAN MASHA ELAH | ABD ALMALEKI P. | RAKEI B. | Issue Writer Certificate

Keywords

LANDSLIDEQ4

ZONATIONQ4

LOGISTIC REGRESSIONQ4

GEOGRAPHIC INFORMATION SYSTEM (GIS)Q3

Abstract

LANDSLIDEs in the hilly terrain of Sefidargoleh area in Semnan province cause many damages to residential area, roads, ...every year. To address this problem, a statistical method called multiple LOGISTIC REGRESSIONs has been used to create a LANDSLIDE hazard map for study area. Data included digitized geology, slope, aspect, DEM, landuse, precipitation and buffer of faults manipulated using SPANS in GIS environment. LOGISTIC REGRESSION relates predictor variables to the occurrence or nonoccurrence of LANDSLIDEs within geographic cells. This information was used to produce a map showing the probability of future LANDSLIDEs. Results indicated that slope and litology are the most important variable for estimating LANDSLIDEs. Precipitation and buffer of faults were excluded from the final analysis because these variables did not add the predictive power of the LOGISTIC REGRESSION.

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APA: Copy

KHAMEHCHIAN, MASHA ELAH, ABD ALMALEKI, P., & RAKEI, B.. (2005). USING LOGISTIC REGRESEON ANALYSIS FOR LANDSLIDE HAZARD ZONATION IN SEPHIDARGOLEH AREA. AMIRKABIR, 16(62-C), 65-76. SID. https://sid.ir/paper/942/en

Vancouver: Copy

KHAMEHCHIAN MASHA ELAH, ABD ALMALEKI P., RAKEI B.. USING LOGISTIC REGRESEON ANALYSIS FOR LANDSLIDE HAZARD ZONATION IN SEPHIDARGOLEH AREA. AMIRKABIR[Internet]. 2005;16(62-C):65-76. Available from: https://sid.ir/paper/942/en

IEEE: Copy

MASHA ELAH KHAMEHCHIAN, P. ABD ALMALEKI, and B. RAKEI, “USING LOGISTIC REGRESEON ANALYSIS FOR LANDSLIDE HAZARD ZONATION IN SEPHIDARGOLEH AREA,” AMIRKABIR, vol. 16, no. 62-C, pp. 65–76, 2005, [Online]. Available: https://sid.ir/paper/942/en

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