Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS
出版年份 2018 全文链接
标题
Groundwater potential mapping using C5.0, random forest, and multivariate adaptive regression spline models in GIS
作者
关键词
Iran, Modeling, Mapping, R statistical software, Geographic information system
出版物
ENVIRONMENTAL MONITORING AND ASSESSMENT
Volume 190, Issue 3, Pages -
出版商
Springer Nature
发表日期
2018-02-18
DOI
10.1007/s10661-018-6507-8
参考文献
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- (2018) Mohsen Zabihi et al. CATENA
- A comparative assessment of GIS-based data mining models and a novel ensemble model in groundwater well potential mapping
- (2017) Seyed Amir Naghibi et al. JOURNAL OF HYDROLOGY
- 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 Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping
- (2017) Seyed Amir Naghibi et al. WATER RESOURCES MANAGEMENT
- GIS-based landslide spatial modeling in Ganzhou City, China
- (2016) Haoyuan Hong et al. Arabian Journal of Geosciences
- 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
- Landslide susceptibility mapping using an ensemble statistical index (Wi) and adaptive neuro-fuzzy inference system (ANFIS) model at Alborz Mountains (Iran)
- (2016) Iman Nasiri Aghdam et al. Environmental Earth Sciences
- GIS-based multivariate adaptive regression spline and random forest models for groundwater potential mapping in Iran
- (2016) Mohsen Zabihi et al. Environmental Earth Sciences
- Evaluation of four supervised learning methods for groundwater spring potential mapping in Khalkhal region (Iran) using GIS-based features
- (2016) Seyed Amir Naghibi et al. HYDROGEOLOGY JOURNAL
- Application of Dempster–Shafer theory, spatial analysis and remote sensing for groundwater potentiality and nitrate pollution analysis in the semi-arid region of Khuzestan, Iran
- (2016) Omid Rahmati et al. SCIENCE OF THE TOTAL ENVIRONMENT
- Spatial analysis of groundwater potential using weights-of-evidence and evidential belief function models and remote sensing
- (2015) Naser Tahmassebipoor et al. Arabian Journal of Geosciences
- A new hybrid model using step-wise weight assessment ratio analysis (SWARA) technique and adaptive neuro-fuzzy inference system (ANFIS) for regional landslide hazard assessment in Iran
- (2015) Alireza Dehnavi et al. CATENA
- Application of Decision Tree Algorithm for classification and identification of natural minerals using SEM–EDS
- (2015) Efe Akkaş et al. COMPUTERS & GEOSCIENCES
- 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
- Assessment of susceptibility to earth-flow landslide using logistic regression and multivariate adaptive regression splines: A case of the Belice River basin (western Sicily, Italy)
- (2015) Christian Conoscenti et al. GEOMORPHOLOGY
- Development of hybrid wavelet packet-statistical models (WP-SM) for landslide susceptibility mapping
- (2015) Vahid Moosavi et al. Landslides
- 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
- A Comparative Assessment Between Three Machine Learning Models and Their Performance Comparison by Bivariate and Multivariate Statistical Methods in Groundwater Potential Mapping
- (2015) Seyed Amir Naghibi et al. WATER RESOURCES MANAGEMENT
- Application of analytical hierarchy process, frequency ratio, and certainty factor models for groundwater potential mapping using GIS
- (2015) Yousef Razandi et al. Earth Science Informatics
- Assessment of a spatial multi-criteria evaluation to site selection underground dams in the Alborz Province, Iran
- (2015) Javad Chezgi et al. Geocarto International
- Regional prediction of groundwater potential mapping in a multifaceted geology terrain using GIS-based Dempster–Shafer model
- (2014) K. A. Mogaji et al. Arabian Journal of Geosciences
- GIS-based groundwater spring potential assessment and mapping in the Birjand Township, southern Khorasan Province, Iran
- (2014) Zohre Sadat Pourtaghi et al. HYDROGEOLOGY JOURNAL
- Application of GIS based data driven evidential belief function model to predict groundwater potential zonation
- (2014) Haleh Nampak et al. JOURNAL OF HYDROLOGY
- Random forest classification of salt marsh vegetation habitats using quad-polarimetric airborne SAR, elevation and optical RS data
- (2014) Sybrand van Beijma et al. REMOTE SENSING OF ENVIRONMENT
- Groundwater qanat potential mapping using frequency ratio and Shannon’s entropy models in the Moghan watershed, Iran
- (2014) Seyed Amir Naghibi et al. Earth Science Informatics
- Evaluation of prediction capability of the artificial neural networks for mapping landslide susceptibility in the Turbolo River catchment (northern Calabria, Italy)
- (2013) Massimo Conforti et al. CATENA
- Application of probabilistic-based frequency ratio model in groundwater potential mapping using remote sensing data and GIS
- (2012) Mohamad Abd Manap et al. Arabian Journal of Geosciences
- Modeling spatial patterns of fire occurrence in Mediterranean Europe using Multiple Regression and Random Forest
- (2012) Sandra Oliveira et al. FOREST ECOLOGY AND MANAGEMENT
- Using sensitivity analysis and visualization techniques to open black box data mining models
- (2012) Paulo Cortez et al. INFORMATION SCIENCES
- Comparison of three data mining models for predicting diabetes or prediabetes by risk factors
- (2012) Xue-Hui Meng et al. KAOHSIUNG JOURNAL OF MEDICAL SCIENCES
- Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction
- (2012) Pijush Samui et al. SOFT COMPUTING
- Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data
- (2012) Markus Immitzer et al. Remote Sensing
- Application of a neuro-fuzzy model to landslide-susceptibility mapping for shallow landslides in a tropical hilly area
- (2011) Hyun-Joo Oh et al. COMPUTERS & GEOSCIENCES
- Application of a weights-of-evidence method and GIS to regional groundwater productivity potential mapping
- (2011) Saro Lee et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- GIS-based groundwater spring potential mapping in the Sultan Mountains (Konya, Turkey) using frequency ratio, weights of evidence and logistic regression methods and their comparison
- (2011) Adnan Ozdemir JOURNAL OF HYDROLOGY
- Using a binary logistic regression method and GIS for evaluating and mapping the groundwater spring potential in the Sultan Mountains (Aksehir, Turkey)
- (2011) Adnan Ozdemir JOURNAL OF HYDROLOGY
- Groundwater recharge study in arid region: An approach using GIS techniques and numerical modeling
- (2010) Ismail Chenini et al. COMPUTERS & GEOSCIENCES
- GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea
- (2010) Hyun-Joo Oh et al. JOURNAL OF HYDROLOGY
- Integrating GIS and remote sensing for identification of groundwater potential zones in the hilly terrain of Pavagarh, Gujarat, India
- (2010) Manika Gupta et al. WATER INTERNATIONAL
- Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies
- (2009) Álvaro Gómez Gutiérrez et al. ECOLOGICAL MODELLING
- Delineation of groundwater recharge zones and identification of artificial recharge sites in West Medinipur district, West Bengal, using RS, GIS and MCDM techniques
- (2009) Alivia Chowdhury et al. Environmental Earth Sciences
- Delineation of groundwater development potential zones in parts of marginal Ganga Alluvial Plain in South Bihar, Eastern India
- (2009) Dipankar Saha et al. ENVIRONMENTAL MONITORING AND ASSESSMENT
- Weight of evidence and artificial neural networks for potential groundwater spring mapping: an application to the Mt. Modino area (Northern Apennines, Italy)
- (2009) Alessandro Corsini et al. GEOMORPHOLOGY
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