Gis-based gully erosion susceptibility mapping: a comparison of computational ensemble data mining models

Viet-Ha Nhu , Saeid Janizadeh , Mohammadtaghi Avand , Wei Chen
Applied Sciences 10 ( 6) 2039

60
2020
7
2006
Remote Sensing and GIS-based Landslide Susceptibility Analysis and its Cross-validation in Three Test Areas Using a Frequency Ratio Model

Biswajeet Pradhan , Saro Lee , Manfred F. Buchroithner
Photogrammetrie Fernerkundung Geoinformation 2010 ( 1) 17 -32

92
2010
Landslide susceptibility modeling based on ANFIS with teaching-learning-based optimization and Satin bowerbird optimizer

Wei Chen , Xi Chen , Jianbing Peng , Mahdi Panahi
Geoscience frontiers 12 ( 1) 93 -107

107
2021
Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran

Phuong Thao Thi Ngo , Mahdi Panahi , Khabat Khosravi , Omid Ghorbanzadeh
Geoscience frontiers 12 ( 2) 505 -519

141
2021
Deep learning neural networks for spatially explicit prediction of flash flood probability

Mahdi Panahi , Abolfazl Jaafari , Ataollah Shirzadi , Himan Shahabi
Geoscience frontiers 12 ( 3) 101076

47
2021
Spatial prediction of landslide susceptibility in western Serbia using hybrid support vector regression (SVR) with GWO, BAT and COA algorithms

Abdul-Lateef Balogun , Fatemeh Rezaie , Quoc Bao Pham , Ljubomir Gigović
Geoscience frontiers 12 ( 3) 101104

71
2021
Application of a fuzzy operator to susceptibility estimations of coal mine subsidence in Taebaek City, Korea

Jong-Kuk Choi , Ki-Dong Kim , Saro Lee , Joong-Sun Won
Environmental Earth Sciences 59 ( 5) 1009 -1022

67
2010
Validation of an artificial neural network model for landslide susceptibility mapping

Jaewon Choi , Hyun-Joo Oh , Joong-Sun Won , Saro Lee
Environmental Earth Sciences 60 ( 3) 473 -483

70
2010
Quantitative landslide susceptibility mapping at Pemalang area, Indonesia.

Hyun-Joo Oh , Saro Lee , Gatot Moch Soedradjat
Environmental Earth Sciences 60 ( 6) 1317 -1328

62
2010
Landslide susceptibility maps comparing frequency ratio and artificial neural networks: a case study from the Nepal Himalaya

Chandra Prakash Poudyal , Chandong Chang , Hyun-Joo Oh , Saro Lee
Environmental Earth Sciences 61 ( 5) 1049 -1064

231
2010
Groundwater aquifer potential modeling using an ensemble multi-adoptive boosting logistic regression technique

Hossein Mojaddadi Rizeei , Biswajeet Pradhan , Maryam Adel Saharkhiz , Saro Lee
Journal of Hydrology 579 124172

15
2019
Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)

Mahdi Panahi , Nitheshnirmal Sadhasivam , Hamid Reza Pourghasemi , Fatemeh Rezaie
Journal of Hydrology 588 125033

141
2020
Application of extreme gradient boosting and parallel random forest algorithms for assessing groundwater spring potential using DEM-derived factors

Seyed Amir Naghibi , Hossein Hashemi , Ronny Berndtsson , Saro Lee
Journal of Hydrology 589 125197

61
2020
Convolutional neural network approach for spatial prediction of flood hazard at national scale of Iran

Khabat Khosravi , Mahdi Panahi , Ali Golkarian , Saskia D. Keesstra
Journal of Hydrology 591 125552

65
2020
Macrobenthos habitat potential mapping using GIS-based artificial neural network models

Saro Lee , Inhye Park , Bon Joo Koo , Joo-Hyung Ryu
Marine Pollution Bulletin 67 ( 67) 177 -186

11
2013