Geomatics, Natural Hazards and Risk

Title Publication Date Language Citations
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)2017/12/06English317
Flood hazard zoning in Yasooj region, Iran, using GIS and multi-criteria decision analysis2015/05/19English252
Ensemble machine-learning-based geospatial approach for flood risk assessment using multi-sensor remote-sensing data and GIS2017/03/01English251
Spatial prediction of flood susceptibility using random-forest and boosted-tree models in Seoul metropolitan city, Korea2017/04/10English220
GIS-based spatial prediction of flood prone areas using standalone frequency ratio, logistic regression, weight of evidence and their ensemble techniques2017/08/11English171
GIS-based landslide susceptibility modelling: a comparative assessment of kernel logistic regression, Naïve-Bayes tree, and alternating decision tree models2017/02/13English167
Weights-of-evidence model applied to landslide susceptibility mapping in a tropical hilly area2010/09/01English162
Multipurpose UAV for search and rescue operations in mountain avalanche events2016/10/07English157
A novel hybrid artificial intelligence approach based on the rotation forest ensemble and naïve Bayes tree classifiers for a landslide susceptibility assessment in Langao County, China2017/11/16English156
A comparative assessment of prediction capabilities of Dempster–Shafer and Weights-of-evidence models in landslide susceptibility mapping using GIS2013/06/01English151
Land use change modelling using a Markov model and remote sensing2013/06/25English128
Mapping regional forest fire probability using artificial neural network model in a Mediterranean forest ecosystem2015/09/11English123
Landslide susceptibility mapping by comparing weight of evidence, fuzzy logic, and frequency ratio methods2016/02/19English120
Evaluating the application of the statistical index method in flood susceptibility mapping and its comparison with frequency ratio and logistic regression methods2018/12/25English119
A comparative assessment of prediction capabilities of modified analytical hierarchy process (M-AHP) and Mamdani fuzzy logic models using Netcad-GIS for forest fire susceptibility mapping2014/12/01English111
Drought and food security prediction from NOAA new generation of operational satellites2019/01/01English103
Analysis on causes of flash flood in Jeddah city (Kingdom of Saudi Arabia) of 2009 and 2011 using multi-sensor remote sensing data and GIS2015/02/27English90
Comparison of four kernel functions used in support vector machines for landslide susceptibility mapping: a case study at Suichuan area (China)2016/11/17English89
Current status of seismo-electromagnetics for short-term earthquake prediction2010/06/01English88
Multi-criteria risk evaluation by integrating an analytical network process approach into GIS-based sensitivity and uncertainty analyses2017/12/20English84
Changes in turbidity along Ganga River using Sentinel-2 satellite data during lockdown associated with COVID-192020/01/01English84
Land subsidence in coastal city of Semarang (Indonesia): characteristics, impacts and causes2013/09/01English84
Mapping disaster vulnerability in India using analytical hierarchy process2014/03/24English84
Mapping earthquake-triggered landslide susceptibility by use of artificial neural network (ANN) models: an example of the 2013 Minxian (China) Mw 5.9 event2018/12/25English83
Potential of hybrid evolutionary approaches for assessment of geo-hazard landslide susceptibility mapping2019/01/01English83
Morphometric analysis of sub-watershed in parts of Western Ghats, South India using ASTER DEM2013/10/31English82
Social vulnerability assessment of flood risk using GIS-based multicriteria decision analysis. A case study of Vila Nova de Gaia (Portugal)2015/06/09English82
A comparison among fuzzy multi-criteria decision making, bivariate, multivariate and machine learning models in landslide susceptibility mapping2021/01/01English82
Glacial lake outburst flood risk assessment of Sun Koshi basin, Nepal2010/06/01English81
A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)2013/10/31English80