A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility map** using GIS
B Pradhan - Computers & Geosciences, 2013 - Elsevier
The purpose of the present study is to compare the prediction performances of three different
approaches such as decision tree (DT), support vector machine (SVM) and adaptive neuro …
approaches such as decision tree (DT), support vector machine (SVM) and adaptive neuro …
Flood susceptibility map** using a novel ensemble weights-of-evidence and support vector machine models in GIS
Flood is one of the most devastating natural disasters that occur frequently in Terengganu,
Malaysia. Recently, ensemble based techniques are getting extremely popular in flood …
Malaysia. Recently, ensemble based techniques are getting extremely popular in flood …
Application of fuzzy logic and analytical hierarchy process (AHP) to landslide susceptibility map** at Haraz watershed, Iran
The main goal of this study is to produce landslide susceptibility maps of a landslide-prone
area (Haraz) in Iran by using both fuzzy logic and analytical hierarchy process (AHP) …
area (Haraz) in Iran by using both fuzzy logic and analytical hierarchy process (AHP) …
Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS
Flood is one of the natural hazards which occur all over the world and it is critical to be
controlled through proper management. Severe flood events in Kelantan, Malaysia cause …
controlled through proper management. Severe flood events in Kelantan, Malaysia cause …
Landslide susceptibility map** using certainty factor, index of entropy and logistic regression models in GIS and their comparison at Mugling–Narayanghat road …
Landslide susceptibility maps are vital for disaster management and for planning
development activities in the mountainous country like Nepal. In the present study, landslide …
development activities in the mountainous country like Nepal. In the present study, landslide …
A GIS-based flood susceptibility assessment and its map** in Iran: a comparison between frequency ratio and weights-of-evidence bivariate statistical models with …
Flood is one of the most prevalent natural disasters that frequently occur in the northern part
of Iran reported in hot spots of flood occurrences. The main aim of the current study was to …
of Iran reported in hot spots of flood occurrences. The main aim of the current study was to …
Flood susceptibility map** using frequency ratio and weights-of-evidence models in the Golastan Province, Iran
Flood is one of the most devastating natural disasters with socio-economic and
environmental consequences. Thus, comprehensive flood management is essential to …
environmental consequences. Thus, comprehensive flood management is essential to …
Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis
Flood is considered to be the most common natural disaster worldwide during the last
decades. Flood hazard potential map** is required for management and mitigation of …
decades. Flood hazard potential map** is required for management and mitigation of …
Landslide susceptibility map** using index of entropy and conditional probability models in GIS: Safarood Basin, Iran
Landslide susceptibility map** is essential for land use planning and decision-making
especially in the mountainous areas. The main objective of this study is to produce landslide …
especially in the mountainous areas. The main objective of this study is to produce landslide …
Landslide susceptibility map** at Golestan Province, Iran: a comparison between frequency ratio, Dempster–Shafer, and weights-of-evidence models
M Mohammady, HR Pourghasemi… - Journal of Asian Earth …, 2012 - Elsevier
The purpose of the present study is to investigate the landslide susceptibility map** using
three statistical models such as frequency ratio, Dempster–Shafer, and weights-of-evidence …
three statistical models such as frequency ratio, Dempster–Shafer, and weights-of-evidence …