| Assessment of the effects of training data selection on the landslide susceptibility mapping: a comparison between support vector machine (SVM), logistic regression (LR) and artificial neural networks (ANN) |
55 |
| Landslide susceptibility assessment in the Nantian area of China: a comparison of frequency ratio model and support vector machine |
21 |
| Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses |
18 |
| Novel hybrids of adaptive neuro-fuzzy inference system (ANFIS) with several metaheuristic algorithms for spatial susceptibility assessment of seismic-induced landslide |
15 |
| A particle-based optimization of artificial neural network for earthquake-induced landslide assessment in Ludian county, China |
15 |
| Potential of hybrid evolutionary approaches for assessment of geo-hazard landslide susceptibility mapping |
15 |
| Satellite-based assessment of the August 2018 flood in parts of Kerala, India |
14 |
| Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods |
14 |
| Climatic, geomorphic and anthropogenic drivers of the 2014 extreme flooding in the Jhelum basin of Kashmir, India |
13 |
| Identification of erosion-prone areas using different multi-criteria decision-making techniques and GIS |
12 |
| Mapping earthquake-triggered landslide susceptibility by use of artificial neural network (ANN) models: an example of the 2013 Minxian (China) Mw 5.9 event |
11 |
| Sand dune risk assessment in Sabha region, Libya using Landsat MODIS, and Google Earth Engine images |
11 |
| Predictive modeling of landslide hazards in Wen County, northwestern China based on information value, weights-of-evidence, and certainty factor |
10 |
| Flash flood risk assessment in urban arid environment: case study of Taibah and Islamic universities' campuses, Medina, Kingdom of Saudi Arabia |
10 |
| Drought and food security prediction from NOAA new generation of operational satellites |
10 |
| Evaluation of landslide susceptibility mapping by evidential belief function, logistic regression and support vector machine models |
10 |
| Identification of erosion-prone areas using modified morphometric prioritization method and sediment production rate: a remote sensing and GIS approach |
9 |
| Risk assessment model of expansive soil slope stability based on Fuzzy-AHP method and its engineering application |
8 |
| Is the ROC curve a reliable tool to compare the validity of landslide susceptibility maps? |
8 |
| Stochastic modelling of earthquake interoccurrence times in Northwest Himalaya and adjoining regions |
7 |
| Can satellite-based data substitute for surveyed data to predict the spatial probability of forest fire? A geostatistical approach to forest fire in the Republic of Korea |
7 |
| Metaheuristic algorithms in optimizing neural network: a comparative study for forest fire susceptibility mapping in Dak Nong, Vietnam |
7 |
| Shallow landslide initiation on terraced slopes: inferences from a physically based approach |
7 |
| Flood risk assessment using multi-criteria analysis: a case study from Kopili River Basin, Assam, India |
7 |
| Large-scale assessment of landslide hazard, vulnerability and risk in China |
7 |
| Seismic vulnerability assessment at urban scale using data mining and GIScience technology: application to Urumqi (China) |
7 |
| Modelling temporal variation of fire-occurrence towards the dynamic prediction of human wildfire ignition danger in northeast Spain |
6 |
| Two novel neural-evolutionary predictive techniques of dragonfly algorithm (DA) and biogeography-based optimization (BBO) for landslide susceptibility analysis |
6 |
| Study on the risk assessment of water inrush in karst tunnels based on intuitionistic fuzzy theory |
6 |
| An indicative index of physical susceptibility of small islands to coastal erosion induced by climate change: an application to the Pacific islands |
6 |
| Glacial lake changes and outburst flood hazard in Chandra basin, North-Western Indian Himalaya |
6 |
| Design and operation of App-based intelligent landslide monitoring system: the case of Three Gorges Reservoir Region |
6 |
| A neural network model applied to landslide susceptibility analysis (Capitanejo, Colombia) |
6 |
| Flood map boundary sensitivity due to combined effects of DEM resolution and roughness in relation to model performance |
6 |
| Monitoring the deformation and strain analysis on the Ataturk Dam, Turkey |
6 |
| Failure mechanisms of soft rock roadways in steeply inclined layered rock formations |
6 |
| Spatial-statistical analysis of factors determining forest fires: a case study from Golestan, Northeast Iran |
5 |
| Flood risk assessment in South Asia to prioritize flood index insurance applications in Bihar, India |
5 |
| Groundwater level response to the Wenchuan earthquake of May 2008 |
5 |
| Reliability analysis for a large and complex landslide in the three gorges reservoir area (China) based on incomplete information |
5 |
| An integrated geophysical approach for urban underground characterization: the Avigliano town (southern Italy) case study |
5 |
| Methane explosion accidents of tunnels in SW China |
5 |
| Spatial-Temporal snapshots of global natural disaster impacts Revealed from EM-DAT for 1900-2015 |
5 |
| Estimation of flood land use/land cover mapping by regional modelling of flood hazard at sub-basin level case study: Marand basin |
5 |
| Fast detection of ground motions on vulnerable elements using Sentinel-1 InSAR data |
5 |
| Assessing socio-economic drought evolution characteristics and their possible meteorological driving force |
5 |
| Topography-driven satellite imagery analysis for landslide mapping |
5 |
| Temporal and spatial distributions of landslides in the Qinba Mountains, Shaanxi Province, China |
5 |
| Rapid mapping application of vegetated terraces based on high resolution airborne LiDAR |
5 |
| Air quality index prediction using IDW geostatistical technique and OLS-based GIS technique in Kuala Lumpur, Malaysia |
5 |
