Gully Head-Cut Distribution Modeling Using Machine Learning Methods—A Case Study of N.W. Iran
出版年份 2019 全文链接
标题
Gully Head-Cut Distribution Modeling Using Machine Learning Methods—A Case Study of N.W. Iran
作者
关键词
-
出版物
Water
Volume 12, Issue 1, Pages 16
出版商
MDPI AG
发表日期
2019-12-23
DOI
10.3390/w12010016
参考文献
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注意：仅列出部分参考文献，下载原文获取全部文献信息。- Spatial prediction of gully erosion using ALOS PALSAR data and ensemble bivariate and data mining models
- (2019) Alireza Arabameri et al. GEOSCIENCES JOURNAL
- Sinkhole susceptibility mapping: A comparison between Bayes-based machine learning algorithms
- (2019) Kamal Taheri et al. LAND DEGRADATION & DEVELOPMENT
- Novel Hybrid Integration Approach of Bagging-Based Fisher’s Linear Discriminant Function for Groundwater Potential Analysis
- (2019) Wei Chen et al. Natural Resources Research
- A Comparative Assessment of Flood Susceptibility Modeling Using Multi-Criteria Decision-Making Analysis and Machine Learning Methods
- (2019) Khabat Khosravi et al. JOURNAL OF HYDROLOGY
- Hybrid artificial intelligence models based on a neuro-fuzzy system and metaheuristic optimization algorithms for spatial prediction of wildfire probability
- (2019) Abolfazl Jaafari et al. AGRICULTURAL AND FOREST METEOROLOGY
- Assessment of the importance of gully erosion effective factors using Boruta algorithm and its spatial modeling and mapping using three machine learning algorithms
- (2019) Mahdis Amiri et al. GEODERMA
- Spatial prediction of groundwater potentiality using ANFIS ensembled with teaching-learning-based and biogeography-based optimization
- (2019) Wei Chen et al. JOURNAL OF HYDROLOGY
- A comparison of statistical methods and multi-criteria decision making to map flood hazard susceptibility in Northern Iran
- (2019) Alireza Arabameri et al. SCIENCE OF THE TOTAL ENVIRONMENT
- A Novel Ensemble Artificial Intelligence Approach for Gully Erosion Mapping in a Semi-Arid Watershed (Iran)
- (2019) Dieu Tien Bui et al. SENSORS
- Assessment of Landslide Susceptibility Using Statistical- and Artificial Intelligence-based FR–RF Integrated Model and Multiresolution DEMs
- (2019) Arabameri et al. Remote Sensing
- SWPT: An automated GIS-based tool for prioritization of sub-watersheds based on morphometric and topo-hydrological factors
- (2019) Omid Rahmati et al. Geoscience Frontiers
- Gully erosion susceptibility assessment and management of hazard-prone areas in India using different machine learning algorithms
- (2019) Amiya Gayen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial Pattern Analysis and Prediction of Gully Erosion Using Novel Hybrid Model of Entropy-Weight of Evidence
- (2019) Alireza Arabameri et al. Water
- Gully erosion susceptibility mapping using GIS-based multi-criteria decision analysis techniques
- (2019) Alireza Arabameri et al. CATENA
- Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles
- (2019) Wei Chen et al. JOURNAL OF HYDROLOGY
- Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods
- (2019) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed
- (2019) Dieu Tien Bui et al. Forests
- Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO)
- (2019) Wei Chen et al. Applied Sciences-Basel
- Proposing a Novel Predictive Technique for Gully Erosion Susceptibility Mapping in Arid and Semi-arid Regions (Iran)
- (2019) Arabameri et al. Remote Sensing
- Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods
- (2019) Wei Chen et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Mapping flood susceptibility in an arid region of southern Iraq using ensemble machine learning classifiers: a comparative study
- (2018) Alaa M. Al-Abadi Arabian Journal of Geosciences
- Spatial modelling of gully erosion in Mazandaran Province, northern Iran
- (2018) Mohsen Zabihi et al. CATENA
- Landslide susceptibility mapping using J48 Decision Tree with AdaBoost, Bagging and Rotation Forest ensembles in the Guangchang area (China)
- (2018) Haoyuan Hong et al. CATENA
- Bagging based Support Vector Machines for spatial prediction of landslides
- (2018) Binh Thai Pham et al. Environmental Earth Sciences
- Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
- (2018) Hossein Shafizadeh-Moghadam et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran
- (2018) Khabat Khosravi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution
- (2018) Haoyuan Hong et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)
- (2018) M. Ahmadlou et al. Geocarto International
- Accuracy Assessment of Different Digital Surface Models
- (2018) Ugur Alganci et al. ISPRS International Journal of Geo-Information
- GIS-based gully erosion susceptibility mapping: a comparison among three data-driven models and AHP knowledge-based technique
- (2018) Alireza Arabameri et al. Environmental Earth Sciences
- Groundwater spring potential modelling: Comprising the capability and robustness of three different modeling approaches
- (2018) Omid Rahmati et al. JOURNAL OF HYDROLOGY
- Spatial modelling of gully erosion using evidential belief function, logistic regression, and a new ensemble of evidential belief function-logistic regression algorithm
- (2018) Alireza Arabameri et al. LAND DEGRADATION & DEVELOPMENT
- Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms
- (2018) Dieu Tien Bui et al. SENSORS
- Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach
- (2018) Shaghayegh Miraki et al. WATER RESOURCES MANAGEMENT
- Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods
- (2018) Dieu Tien Bui et al. Scientific Reports
- New Hybrids of ANFIS with Several Optimization Algorithms for Flood Susceptibility Modeling
- (2018) Dieu Tien Bui et al. Water
- Social Vulnerability Assessment Using Artificial Neural Network (ANN) Model for Earthquake Hazard in Tabriz City, Iran
- (2018) Mohsen Alizadeh et al. Sustainability
- Spatial Modelling of Gully Erosion Using GIS and R Programing: A Comparison among Three Data Mining Algorithms
- (2018) Alireza Arabameri et al. Applied Sciences-Basel
- Novel GIS Based Machine Learning Algorithms for Shallow Landslide Susceptibility Mapping
- (2018) Ataollah Shirzadi et al. SENSORS
- A Novel Hybrid Approach of Landslide Susceptibility Modeling Using Rotation Forest Ensemble and Different Base Classifiers
- (2018) Binh Thai Pham et al. Geocarto International
- Erratum: Dieu, T.B. et al. A Novel Integrated Approach of Relevance Vector Machine Optimized by Imperialist Competitive Algorithm for Spatial Modeling of Shallow Landslides. Remote Sens. 2018, 10, 1538
- (2018) Dieu Tien Bui et al. Remote Sensing
- Landslide Susceptibility Modeling Based on GIS and Novel Bagging-Based Kernel Logistic Regression
- (2018) Wei Chen et al. Applied Sciences-Basel
- Modelling gully-erosion susceptibility in a semi-arid region, Iran: Investigation of applicability of certainty factor and maximum entropy models
- (2018) Ali Azareh et al. SCIENCE OF THE TOTAL ENVIRONMENT
- GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches
- (2018) Alireza Arabameri et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Gully erosion zonation mapping using integrated geographically weighted regression with certainty factor and random forest models in GIS
- (2018) Alireza Arabameri et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches
- (2018) Binh Thai Pham et al. CATENA
- A novel hybrid artificial intelligence approach for flood susceptibility assessment
- (2017) Kamran Chapi et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Evaluation of different machine learning models for predicting and mapping the susceptibility of gully erosion
- (2017) Omid Rahmati et al. GEOMORPHOLOGY
- Assessment of Gully Erosion Susceptibility Using Multivariate Adaptive Regression Splines and Accounting for Terrain Connectivity
- (2017) Christian Conoscenti et al. LAND DEGRADATION & DEVELOPMENT
- Correction to: Landslide susceptibility mapping of the Sera River Basin using logistic regression model
- (2017) Nussaïbah B. Raja et al. NATURAL HAZARDS
- Performance assessment of individual and ensemble data-mining techniques for gully erosion modeling
- (2017) Hamid Reza Pourghasemi et al. SCIENCE OF THE TOTAL ENVIRONMENT
- 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, China
- (2017) Wei Chen et al. Geomatics Natural Hazards & Risk
- A Novel Hybrid Approach Based on Instance Based Learning Classifier and Rotation Forest Ensemble for Spatial Prediction of Rainfall-Induced Shallow Landslides using GIS
- (2017) Quang-Khanh Nguyen et al. Sustainability
- GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks
- (2016) Dieu Tien Bui et al. Environmental Earth Sciences
- Water erosion susceptibility mapping by applying Stochastic Gradient Treeboost to the Imera Meridionale River Basin (Sicily, Italy)
- (2016) Silvia Eleonora Angileri et al. GEOMORPHOLOGY
- Gully erosion susceptibility mapping: the role of GIS-based bivariate statistical models and their comparison
- (2016) Omid Rahmati et al. NATURAL HAZARDS
- A novel ensemble classifier of rotation forest and Naïve Bayer for landslide susceptibility assessment at the Luc Yen district, Yen Bai Province (Viet Nam) using GIS
- (2016) Binh Thai Pham et al. Geomatics Natural Hazards & Risk
- Spatial prediction of landslide hazard at the Yihuang area (China) using two-class kernel logistic regression, alternating decision tree and support vector machines
- (2015) Haoyuan Hong et al. CATENA
- GIS-based frequency ratio and logistic regression modelling for landslide susceptibility mapping of Debre Sina area in central Ethiopia
- (2015) Matebie Meten et al. Journal of Mountain Science
- Using topographical attributes to evaluate gully erosion proneness (susceptibility) in two mediterranean basins: advantages and limitations
- (2015) Álvaro Gómez-Gutiérrez et al. NATURAL HAZARDS
- Machine learning predictive models for mineral prospectivity: An evaluation of neural networks, random forest, regression trees and support vector machines
- (2015) V. Rodriguez-Galiano et al. ORE GEOLOGY REVIEWS
- Sparse alternating decision tree
- (2015) Hong Kuan Sok et al. PATTERN RECOGNITION LETTERS
- Flood susceptibility analysis and its verification using a novel ensemble support vector machine and frequency ratio method
- (2015) Mahyat Shafapour Tehrany et al. STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
- An assessment of gully erosion along major armoured roads in south-eastern region of South Africa: a remote sensing and GIS approach
- (2015) Khoboso Elizabeth Seutloali et al. Geocarto International
- Object-based gully system prediction from medium resolution imagery using Random Forests
- (2014) Rajesh B.V. Shruthi et al. GEOMORPHOLOGY
- GIS-based frequency ratio and index of entropy models for landslide susceptibility assessment in the Caspian forest, northern Iran
- (2014) A. Jaafari et al. International Journal of Environmental Science and Technology
- Landslide susceptibility zonation mapping using logistic regression and its validation in Hashtchin Region, northwest of Iran
- (2014) Reza Talaei JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA
- Optimization of landslide conditioning factors using very high-resolution airborne laser scanning (LiDAR) data at catchment scale
- (2014) Mustafa Neamah Jebur et al. REMOTE SENSING OF ENVIRONMENT
- Evaluating the Quality and Accuracy of TanDEM-X Digital Elevation Models at Archaeological Sites in the Cilician Plain, Turkey
- (2014) Stefan Erasmi et al. Remote Sensing
- A GIS-based approach for gully erosion susceptibility modelling: a test in Sicily, Italy
- (2013) Christian Conoscenti et al. Environmental Earth Sciences
- Gully erosion susceptibility assessment by means of GIS-based logistic regression: A case of Sicily (Italy)
- (2013) Christian Conoscenti et al. GEOMORPHOLOGY
- Hyperspectral Remote Sensing Image Classification Based on Rotation Forest
- (2013) Junshi Xia et al. IEEE Geoscience and Remote Sensing Letters
- An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping
- (2013) Taskin Kavzoglu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- ECO-GEOMORPHOLOGICAL PROCESSES WITHIN GRASSLANDS, SHRUBLANDS AND BADLANDS IN THE SEMI-ARID KAROO, SOUTH AFRICA
- (2012) J. A. Dickie et al. LAND DEGRADATION & DEVELOPMENT
- Predicting gully initiation: comparing data mining techniques, analytical hierarchy processes and the topographic threshold
- (2011) Tal Svoray et al. EARTH SURFACE PROCESSES AND LANDFORMS
- Manifestation of an advanced fuzzy logic model coupled with Geo-information techniques to landslide susceptibility mapping and their comparison with logistic regression modelling
- (2010) Biswajeet Pradhan ENVIRONMENTAL AND ECOLOGICAL STATISTICS
- Soil erosion susceptibility maps of the Janare Torrent Basin (Southern Italy)
- (2010) Paolo Magliulo Journal of Maps
- Geomorphology and GIS analysis for mapping gully erosion susceptibility in the Turbolo stream catchment (Northern Calabria, Italy)
- (2010) Massimo Conforti et al. NATURAL HAZARDS
- Catchment scale analysis of the effect of topography, tillage direction and unpaved roads on ephemeral gully incision
- (2009) Tal Svoray et al. EARTH SURFACE PROCESSES AND LANDFORMS
- Gully processes and gully dynamics
- (2009) M. J. Kirkby et al. EARTH SURFACE PROCESSES AND LANDFORMS
- Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies
- (2009) Álvaro Gómez Gutiérrez et al. ECOLOGICAL MODELLING
- Analysis of soil erosion characteristics in small watersheds with particle swarm optimization, support vector machine, and artificial neuronal networks
- (2009) Li Yunkai et al. Environmental Earth Sciences
- Incorporating uncertainty in gully erosion calculations using the random forests modelling approach
- (2009) Petra M. Kuhnert et al. ENVIRONMETRICS
- Gully erosion, land use and topographical thresholds during the last 60 years in a small rangeland catchment in SW Spain
- (2009) Álvaro Gómez Gutiérrez et al. LAND DEGRADATION & DEVELOPMENT
- RotBoost: A technique for combining Rotation Forest and AdaBoost
- (2008) Chun-Xia Zhang et al. PATTERN RECOGNITION LETTERS
- Spatial analysis of factors controlling the presence of closed depressions and gullies under forest: Application of rare event logistic regression
- (2007) T. Vanwalleghem et al. GEOMORPHOLOGY
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