In this paper, an ensemble method, which demonstrated efficiency in GIS based flood modeling, was used to create flood probability indices for the Damansara River catchment in Malaysia. To estimate flood probability, the frequency ratio (FR) approach was combined with support vector machine (SVM) using a radial basis function kernel. Thirteen flood conditioning parameters, namely, altitude, aspect, slope, curvature, stream power index, topographic wetness index, sediment transport index, topographic roughness index, distance from river, geology, soil, surface runoff, and land use/cover (LULC), were selected. Each class of conditioning factor was weighted using the FR approach and entered as input for SVM modeling to optimize all the paramet...
[[abstract]]Nowadays, the degree and scale of flood hazards has been massively increasing as a resul...
In Malaysia, flood hazard is commonly occurred due to the geographical characteristic of the country...
Flood is one of main natural disaster that happens all around the globe caused law of nature. It has...
Flood is one of the most devastating natural disasters that occur frequently in Terengganu, Malaysia...
Detecting effective parameters in flood occurrence is one of the most important issues that has draw...
Floods are one of the most damaging natural disasters which occur frequently in the world. They occu...
Abstract In an effort to improve tools for effective flood risk assessment, we applied machine lear...
Natural hazards such as floods, landslides, and land subsidence are destructive events which cause c...
Flooding is one of the most destructive natural phenomena that happen worldwide, leading to the dama...
River flooding can be a highly destructive natural hazard. Numerous approaches have been used to stu...
Flooding is one of the most prevalent types of natural catastrophes, and it can cause extensive dama...
University of Technology Sydney. Faculty of Engineering and Information Technology.Flooding events t...
Assessing floods and their likely impact in climate change scenarios will enable the facilitation of...
Flood is a huge issue which influences the human activities. The outcomes will end in tremendous gen...
A multi-criteria analysis (MCA) approach to describe the effective utilization of geospatial techniq...
[[abstract]]Nowadays, the degree and scale of flood hazards has been massively increasing as a resul...
In Malaysia, flood hazard is commonly occurred due to the geographical characteristic of the country...
Flood is one of main natural disaster that happens all around the globe caused law of nature. It has...
Flood is one of the most devastating natural disasters that occur frequently in Terengganu, Malaysia...
Detecting effective parameters in flood occurrence is one of the most important issues that has draw...
Floods are one of the most damaging natural disasters which occur frequently in the world. They occu...
Abstract In an effort to improve tools for effective flood risk assessment, we applied machine lear...
Natural hazards such as floods, landslides, and land subsidence are destructive events which cause c...
Flooding is one of the most destructive natural phenomena that happen worldwide, leading to the dama...
River flooding can be a highly destructive natural hazard. Numerous approaches have been used to stu...
Flooding is one of the most prevalent types of natural catastrophes, and it can cause extensive dama...
University of Technology Sydney. Faculty of Engineering and Information Technology.Flooding events t...
Assessing floods and their likely impact in climate change scenarios will enable the facilitation of...
Flood is a huge issue which influences the human activities. The outcomes will end in tremendous gen...
A multi-criteria analysis (MCA) approach to describe the effective utilization of geospatial techniq...
[[abstract]]Nowadays, the degree and scale of flood hazards has been massively increasing as a resul...
In Malaysia, flood hazard is commonly occurred due to the geographical characteristic of the country...
Flood is one of main natural disaster that happens all around the globe caused law of nature. It has...