LANDSLIDE HAZARD ZONATION USING LOGISTIC REGRESSION METHOD (CASE STUDY: DEZ-E-OULIA BASIN)

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SHIRANI K.; ARAB AMERI A.R.

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Journal Paper

Paper Information

Journal: Journal of Water and Soil Science Year:2015 | Volume:19 | Issue:72 Page(s): 321-334

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Information Journal Paper

Title

LANDSLIDE HAZARD ZONATION USING LOGISTIC REGRESSION METHOD (CASE STUDY: DEZ-E-OULIA BASIN)

Author(s)

SHIRANI K. | ARAB AMERI A.R. | Issue Writer Certificate

Keywords

ZONATIONQ2

LANDSLIDEQ2

LOGISTIC REGRESSION METHODSQ2

DEZ-E-OULIABASINQ2

Abstract

This research was conducted to prepare LANDSLIDE susceptibility ZONATION (LSZ) map for the DEZ-E-OULIABASIN using logistic regression model. For this purpose, at first, the most important factors affecting land sliding including slope, aspect, elevation, precipitation, the distance from road, the distance from fault, the distance from drainage, land use, and lithology were determined. Then, thelandslide inventory mapwas preparedby using field digital checks, GPS and satellite images. In the next step, the LANDSLIDE susceptibility ZONATION mapwas preparedby usinglogistic regression method. According to the obtained coefficients for LSZ maps, the most important factor in the study area was elevation layer. The Receiver Operating Curve (ROC) index value was calculated (0.92), which indicates a very high level and suggests that the observed mass movements have a strong relationship with the logistic regression model.

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APA: Copy

SHIRANI, K., & ARAB AMERI, A.R.. (2015). LANDSLIDE HAZARD ZONATION USING LOGISTIC REGRESSION METHOD (CASE STUDY: DEZ-E-OULIA BASIN). WATER AND SOIL SCIENCE (JOURNAL OF SCIENCE AND TECHNOLOGY OF AGRICULTURE AND NATURAL RESOURCES), 19(72), 321-334. SID. https://sid.ir/paper/14829/en

Vancouver: Copy

SHIRANI K., ARAB AMERI A.R.. LANDSLIDE HAZARD ZONATION USING LOGISTIC REGRESSION METHOD (CASE STUDY: DEZ-E-OULIA BASIN). WATER AND SOIL SCIENCE (JOURNAL OF SCIENCE AND TECHNOLOGY OF AGRICULTURE AND NATURAL RESOURCES)[Internet]. 2015;19(72):321-334. Available from: https://sid.ir/paper/14829/en

IEEE: Copy

K. SHIRANI, and A.R. ARAB AMERI, “LANDSLIDE HAZARD ZONATION USING LOGISTIC REGRESSION METHOD (CASE STUDY: DEZ-E-OULIA BASIN),” WATER AND SOIL SCIENCE (JOURNAL OF SCIENCE AND TECHNOLOGY OF AGRICULTURE AND NATURAL RESOURCES), vol. 19, no. 72, pp. 321–334, 2015, [Online]. Available: https://sid.ir/paper/14829/en

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