LAND SLIDE HAZARD SUSCEPTIBILITY MAPPING AND ITS EVALUATION USING THE STATISTICS ANALYSIS LOGISTIC REGRESSION

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MORADI HAMID REZA; DASHTI MARVILI MARYAM; ILDERMI ALIREZA

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Journal: Journal of Range and Watershed Managment Year:2015 | Volume:67 | Issue:4 Page(s): 617-629

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Title

LAND SLIDE HAZARD SUSCEPTIBILITY MAPPING AND ITS EVALUATION USING THE STATISTICS ANALYSIS LOGISTIC REGRESSION

Author(s)

MORADI HAMID REZA | DASHTI MARVILI MARYAM | ILDERMI ALIREZA | Issue Writer Certificate

Keywords

LANDSLIDEQ2

LOGISTIC REGRESSIONQ2

GEOGRAPHICAL INFORMATION SYSTEMQ2

SYAHDARE WATERSHEDQ2

Abstract

Aim Of this research is LANDSLIDE hazard zoning in SYAHDARE WATERSHED using LOGISTIC REGRESSION. Therefore, outset LANDSLIDE points recognized using air photography and extensive field studies. Then distribution of LANDSLIDE map was makes. Then each effective element on LANDSLIDE occurred for example slope, aspect, elevation, litho logy, land use, distance of road, distance of drainage, distance of fault and precipitation map makes in GIS environment. These data were saved in raster and vector format in GIS soft ware and they used for analysis with LOGISTIC REGRESSION. Logistic analysis obtained by Arc GIS 9.2 soft ware and SPSS. Results showed the most important elements in Land slide occurred in this area are slope, elevation, precipitation, distance of drainage and distance of fault respectively. Most of the land slides have occurred in the classes of 10 to 15 degree slope, elevation of 2350-2500 meters, precipitation (473-523 mm) are located. 50% LANDSLIDE is located at a distance of 30 meters of the stream. In this region the most LANDSLIDEs are occurrence in the 300 meter to fault distance. While the from 500 meter distance to the fault reduced number and susceptibility to LANDSLIDEs. The evaluation of accuracy model and the results obtained with three methods for the presence of all variables, 98.2 percent, 0.692 and 0.519 respectively. So showed that LOGISTIC REGRESSION had high accuracy in making LANDSLIDE susceptibility map in study area.

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APA: Copy

MORADI, HAMID REZA, DASHTI MARVILI, MARYAM, & ILDERMI, ALIREZA. (2015). LAND SLIDE HAZARD SUSCEPTIBILITY MAPPING AND ITS EVALUATION USING THE STATISTICS ANALYSIS LOGISTIC REGRESSION. JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), 67(4), 617-629. SID. https://sid.ir/paper/162728/en

Vancouver: Copy

MORADI HAMID REZA, DASHTI MARVILI MARYAM, ILDERMI ALIREZA. LAND SLIDE HAZARD SUSCEPTIBILITY MAPPING AND ITS EVALUATION USING THE STATISTICS ANALYSIS LOGISTIC REGRESSION. JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES)[Internet]. 2015;67(4):617-629. Available from: https://sid.ir/paper/162728/en

IEEE: Copy

HAMID REZA MORADI, MARYAM DASHTI MARVILI, and ALIREZA ILDERMI, “LAND SLIDE HAZARD SUSCEPTIBILITY MAPPING AND ITS EVALUATION USING THE STATISTICS ANALYSIS LOGISTIC REGRESSION,” JOURNAL OF RANGE AND WATERSHED MANAGEMENT (IRANIAN JOURNAL OF NATURAL RESOURCES), vol. 67, no. 4, pp. 617–629, 2015, [Online]. Available: https://sid.ir/paper/162728/en

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