Evaluation of Performance Artificial Intelligence Techniques in landslide study with an emphasis on SVM algorithm (Case Study: Darakeh Basin)

Message:
Abstract:
Based on linear function، regions near of drainage and fault has possible occurrence more of landslide. Can be that fault and drainage has most influence on the occurrence of landslide hazard. After these two، will influence geology agent (shear andesitic lavas and lava flows). According to polynomial function the distance from fault and drainage has a significant role in susceptibility basin to landslide. Also geological factors (crystal tuff and ash tuff green tuff and locally cut the limestone strata، cutting andesite lavas and lava flows، and rhyolite tuffs with some shale strata) are effective on landslide. Based on radial function distance from fault and drainage has significant role in susceptibility basin to landslide hazard. Also elevation and geological factors (shear andesitic lavas and lava flows، tuffs and rhyolite strata in areas with shale، siltstone، and shale alternation of tuff، crystal tuff and ash green tuff، tuff cut and local limestone strata) has caused considerable influence the landslides. According to sigmoid function distance from fault and drainage has significant role in susceptibility basin to landslide hazard. Also geology and elevation agents has significant role in basin susceptibility to landslides.
Language:
Persian
Published:
Journal of Geography and Environmental Hazards, Volume:1 Issue: 3, 2012
Page:
125
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