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Top Articles

#TitleJournalYearCitations
1A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern IranScience of the Total Environment2019257
2Landslide Susceptibility Evaluation and Management Using Different Machine Learning Methods in The Gallicash River Watershed, IranRemote Sensing2020209
3GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approachesScience of the Total Environment2019202
4Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: A comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making modelsScience of the Total Environment2018187
5A Novel Ensemble Approach for Landslide Susceptibility Mapping (LSM) in Darjeeling and Kalimpong Districts, West Bengal, IndiaRemote Sensing2019168
6Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain, IndiaScience of the Total Environment2021163
7Flash flood susceptibility modelling using functional tree and hybrid ensemble techniquesJournal of Hydrology2020153
8Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GISJournal of Environmental Management2019149
9Comparison of machine learning models for gully erosion susceptibility mappingGeoscience Frontiers2020143
10Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-Based FR–RF Integrated Model and Multiresolution DEMsRemote Sensing2019137
11Flood Susceptibility Assessment Using Novel Ensemble of Hyperpipes and Support Vector Regression AlgorithmsWater (Switzerland)2021125
12GIS-based landslide susceptibility mapping using numerical risk factor bivariate model and its ensemble with linear multivariate regression and boosted regression tree algorithmsJournal of Mountain Science2019124
13Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining AlgorithmsApplied Sciences (Switzerland)2018113
14Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function–logistic regression algorithmLand Degradation and Development2018111
15Novel ensembles of COPRAS multi-criteria decision-making with logistic regression, boosted regression tree, and random forest for spatial prediction of gully erosion susceptibilityScience of the Total Environment2019111
16Gully erosion susceptibility mapping using GIS-based multi-criteria decision analysis techniquesCatena2019110
17Decision tree based ensemble machine learning approaches for landslide susceptibility mappingGeocarto International2022105
18Geomatics, Natural Hazards and RiskGeomatics, Natural Hazards and Risk2018101
19Machine Learning-Based Gully Erosion Susceptibility Mapping: A Case Study of Eastern IndiaSensors2020100
20Predicting the deforestation probability using the binary logistic regression, random forest, ensemble rotational forest, REPTree: A case study at the Gumani River Basin, IndiaScience of the Total Environment202099
21Prediction of landslide susceptibility in Rudraprayag, India using novel ensemble of conditional probability and boosted regression tree-based on cross-validation methodScience of the Total Environment202198
22Prediction of gully erosion susceptibility mapping using novel ensemble machine learning algorithmsGeomatics, Natural Hazards and Risk202196
23Ensemble approach to develop landslide susceptibility map in landslide dominated Sikkim Himalayan region, IndiaEnvironmental Earth Sciences202095
24A novel ensemble computational intelligence approach for the spatial prediction of land subsidence susceptibilityScience of the Total Environment202093
25Morphometric Analysis for Soil Erosion Susceptibility Mapping Using Novel GIS-Based Ensemble ModelRemote Sensing202090
26Comparative assessment using boosted regression trees, binary logistic regression, frequency ratio and numerical risk factor for gully erosion susceptibility modellingCatena201987
27Novel Ensemble of MCDM-Artificial Intelligence Techniques for Groundwater-Potential Mapping in Arid and Semi-Arid Regions (Iran)Remote Sensing202083
28Novel Machine Learning Approaches for Modelling the Gully Erosion SusceptibilityRemote Sensing202081
29Implementation of Artificial Intelligence Based Ensemble Models for Gully Erosion Susceptibility AssessmentRemote Sensing202077
30Ensemble of Machine-Learning Methods for Predicting Gully Erosion SusceptibilityRemote Sensing202075
31Flash-flood hazard using deep learning based on HO R package and fuzzy-multicriteria decision-making analysisJournal of Hydrology202275
32Flash-flood hazard susceptibility mapping in Kangsabati River Basin, IndiaGeocarto International202272
33Modeling groundwater potential using novel GIS-based machine-learning ensemble techniquesJournal of Hydrology: Regional Studies202172
34Application of Probabilistic and Machine Learning Models for Groundwater Potentiality Mapping in Damghan Sedimentary Plain, IranRemote Sensing201967
35Flood vulnerability of a few areas in the foothills of the Western Ghats: a comparison of AHP and F-AHP modelsStochastic Environmental Research and Risk Assessment202267
36New neural fuzzy-based machine learning ensemble for enhancing the prediction accuracy of flood susceptibility mappingHydrological Sciences Journal202066
37Modeling Spatial Flood using Novel Ensemble Artificial Intelligence Approaches in Northern IranRemote Sensing202065
38Optimization modelling to establish false measures implemented with ex-situ plant species to control gully erosion in a monsoon-dominated region with novel in-situ measurementsJournal of Environmental Management202163
39Detection of areas prone to flood risk using state-of-the-art machine learning modelsGeomatics, Natural Hazards and Risk202163
40Flash-Flood Potential Mapping Using Deep Learning, Alternating Decision Trees and Data Provided by Remote Sensing SensorsSensors202163
41Spatial Pattern Analysis and Prediction of Gully Erosion Using Novel Hybrid Model of Entropy-Weight of EvidenceWater (Switzerland)201961
42An ensemble model for landslide susceptibility mapping in a forested areaGeocarto International202060
43Novel Ensemble of Multivariate Adaptive Regression Spline with Spatial Logistic Regression and Boosted Regression Tree for Gully Erosion SusceptibilityRemote Sensing202060
44Novel Credal Decision Tree-Based Ensemble Approaches for Predicting the Landslide SusceptibilityRemote Sensing202058
45Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran)Remote Sensing201957
46Applying different scenarios for landslide spatial modeling using computational intelligence methodsEnvironmental Earth Sciences201755
47Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning ApproachFrontiers in Earth Science202154
48Novel Ensemble Approaches of Machine Learning Techniques in Modeling the Gully Erosion SusceptibilityRemote Sensing202053
49Comparison of multi-criteria and artificial intelligence models for land-subsidence susceptibility zonationJournal of Environmental Management202153
50Drought risk assessment: integrating meteorological, hydrological, agricultural and socio-economic factors using ensemble models and geospatial techniquesGeocarto International202251