Land subsidence susceptibility assessment using random forest machine learning algorithm
出版年份 2019 全文链接
标题
Land subsidence susceptibility assessment using random forest machine learning algorithm
作者
关键词
Land subsidence, Random forest, Groundwater, Mean decrease Gini, Iran
出版物
Environmental Earth Sciences
Volume 78, Issue 16, Pages -
出版商
Springer Science and Business Media LLC
发表日期
2019-08-06
DOI
10.1007/s12665-019-8518-3
参考文献
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- (2019) Mahdis Amiri et al. GEODERMA
- Prediction of the landslide susceptibility: Which algorithm, which precision?
- (2018) Hamid Reza Pourghasemi et al. CATENA
- Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS
- (2018) Ali Golkarian et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Groundwater-pumping optimization for land-subsidence control in Beijing plain, China
- (2018) Huanhuan Qin et al. HYDROGEOLOGY JOURNAL
- An efficient random forests algorithm for high dimensional data classification
- (2018) Qiang Wang et al. Advances in Data Analysis and Classification
- A new GIS-based technique using an adaptive neuro-fuzzy inference system for land subsidence susceptibility mapping
- (2018) Omid Ghorbanzadeh et al. Journal of Spatial Science
- Land Subsidence Susceptibility Mapping in South Korea Using Machine Learning Algorithms
- (2018) Dieu Tien Bui et al. SENSORS
- Prioritization of effective factors in the occurrence of land subsidence and its susceptibility mapping using an SVM model and their different kernel functions
- (2018) Sahar Abdollahi et al. Bulletin of Engineering Geology and the Environment
- The assessment of landslide susceptibility mapping using random forest and decision tree methods in the Three Gorges Reservoir area, China
- (2017) Kaixiang Zhang et al. Environmental Earth Sciences
- Groundwater overexploitation and soil subsidence monitoring on Recife plain (Brazil)
- (2017) Rejane Maria Rodrigues de Luna et al. NATURAL HAZARDS
- A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
- (2017) Seyed Amir Naghibi et al. THEORETICAL AND APPLIED CLIMATOLOGY
- Application of GIS-based data driven random forest and maximum entropy models for groundwater potential mapping: A case study at Mehran Region, Iran
- (2016) Omid Rahmati et al. CATENA
- Investigation of general indicators influencing on forest fire and its susceptibility modeling using different data mining techniques
- (2016) Zohre Sadat Pourtaghi et al. ECOLOGICAL INDICATORS
- Random forests and evidential belief function-based landslide susceptibility assessment in Western Mazandaran Province, Iran
- (2016) Hamid Reza Pourghasemi et al. Environmental Earth Sciences
- Characteristics of land subsidence, earth fissures and related disaster chain effects with respect to urban hazards in Xi’an, China
- (2016) J. B. Peng et al. Environmental Earth Sciences
- Landslide susceptibility assessment in Lianhua County (China): A comparison between a random forest data mining technique and bivariate and multivariate statistical models
- (2016) Haoyuan Hong et al. GEOMORPHOLOGY
- Model test study on the subsidence of high-rise building group due to variation of groundwater level
- (2016) Zhen-Dong Cui et al. NATURAL HAZARDS
- GIS-based groundwater potential mapping using boosted regression tree, classification and regression tree, and random forest machine learning models in Iran
- (2015) Seyed Amir Naghibi et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Land subsidence and earth fissures in south-central and southern Arizona, USA
- (2015) Brian D. Conway HYDROGEOLOGY JOURNAL
- Progression and mitigation of land subsidence in China
- (2015) Shujun Ye et al. HYDROGEOLOGY JOURNAL
- Survey of land subsidence – case study: The land subsidence formation in artificial recharge ponds at South Hamadan Power Plant, northwest of Iran
- (2015) AHMAD KHORSANDI AGHAI Journal of Earth System Science
- Landslide susceptibility mapping using random forest, boosted regression tree, classification and regression tree, and general linear models and comparison of their performance at Wadi Tayyah Basin, Asir Region, Saudi Arabia
- (2015) Ahmed Mohamed Youssef et al. Landslides
- Investigation into subsidence hazards due to groundwater pumping from Aquifer II in Changzhou, China
- (2015) Ye-Shuang Xu et al. NATURAL HAZARDS
- Characterization of land subsidence in Tabriz basin (NW Iran) using InSAR and watershed analyses
- (2015) Sadra Karimzadeh Acta Geodaetica et Geophysica
- A comparison of supervised, unsupervised and synthetic land use classification methods in the north of Iran
- (2014) M. Mohammady et al. International Journal of Environmental Science and Technology
- Application of decision tree model for the ground subsidence hazard mapping near abandoned underground coal mines
- (2013) Saro Lee et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- How can statistical models help to determine driving factors of landslides?
- (2012) Peter Vorpahl et al. ECOLOGICAL MODELLING
- Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest
- (2012) Sandra Oliveira et al. FOREST ECOLOGY AND MANAGEMENT
- Evaluation of land subsidence by considering underground structures that penetrate the aquifers of Shanghai, China
- (2012) Ye-Shuang Xu et al. HYDROGEOLOGY JOURNAL
- Monitoring of soil subsidence in urban and coastal areas due to groundwater overexploitation using GPS
- (2012) Sylvana Melo dos Santos et al. NATURAL HAZARDS
- Spatial Prediction of Ground Subsidence Susceptibility Using an Artificial Neural Network
- (2011) Saro Lee et al. ENVIRONMENTAL MANAGEMENT
- Object-oriented mapping of landslides using Random Forests
- (2011) André Stumpf et al. REMOTE SENSING OF ENVIRONMENT
- Letter to the Editor: Stability of Random Forest importance measures
- (2010) M. L. Calle et al. BRIEFINGS IN BIOINFORMATICS
- Earth Fissure Formation from the Mechanics of Groundwater Pumping
- (2010) Muniram Budhu International Journal of Geomechanics
- A GIS-based landslide susceptibility evaluation using bivariate and multivariate statistical analyses
- (2009) A. Nandi et al. ENGINEERING GEOLOGY
- InSAR monitoring of progressive land subsidence in Neyshabour, northeast Iran
- (2009) Maryam Dehghani et al. GEOPHYSICAL JOURNAL INTERNATIONAL
- Monitoring of cropland practices for carbon sequestration purposes in north central Montana by Landsat remote sensing
- (2009) Jennifer D. Watts et al. REMOTE SENSING OF ENVIRONMENT
- Regional land subsidence simulation in Su-Xi-Chang area and Shanghai City, China
- (2008) Xiaoqing Shi et al. ENGINEERING GEOLOGY
- Hydraulic barrier function of the underground continuous concrete wall in the pit of subway station and its optimization
- (2008) Jianxiu Wang et al. Environmental geology.
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