A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
出版年份 2017 全文链接
标题
A comparison between ten advanced and soft computing models for groundwater qanat potential assessment in Iran using R and GIS
作者
关键词
Groundwater mapping, Soft computing models, Geographic information system, Iran
出版物
THEORETICAL AND APPLIED CLIMATOLOGY
Volume 131, Issue 3-4, Pages 967-984
出版商
Springer Nature
发表日期
2017-01-05
DOI
10.1007/s00704-016-2022-4
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Assessment and comparison of combined bivariate and AHP models with logistic regression for landslide susceptibility mapping in the Chaharmahal-e-Bakhtiari Province, Iran
- (2016) Ebrahim Karimi Sangchini et al. Arabian Journal of Geosciences
- GIS-based landslide spatial modeling in Ganzhou City, China
- (2016) Haoyuan Hong et al. Arabian Journal of Geosciences
- 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
- Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam
- (2016) Dieu Tien Bui et al. International Journal of Digital Earth
- A meta-analysis and review of the literature on the k-Nearest Neighbors technique for forestry applications that use remotely sensed data
- (2016) Gherardo Chirici et al. REMOTE SENSING OF ENVIRONMENT
- Penalized discriminant analysis for the detection of wild-grown and cultivated Ganoderma lucidum using Fourier transform infrared spectroscopy
- (2016) Ying Zhu et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Flood susceptibility assessment using GIS-based support vector machine model with different kernel types
- (2015) Mahyat Shafapour Tehrany et al. CATENA
- 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
- Gully Erosion Mapping Using Object-Based and Pixel-Based Image Classification Methods
- (2015) A. KARAMI et al. ENVIRONMENTAL & ENGINEERING GEOSCIENCE
- 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
- Linear discriminant analysis to describe the relationship between rainfall and landslides in Bogotá, Colombia
- (2015) Alfonso Mariano Ramos-Cañón et al. Landslides
- Development of hybrid wavelet packet-statistical models (WP-SM) for landslide susceptibility mapping
- (2015) Vahid Moosavi et al. Landslides
- Spatial prediction models for shallow landslide hazards: a comparative assessment of the efficacy of support vector machines, artificial neural networks, kernel logistic regression, and logistic model tree
- (2015) Dieu Tien Bui 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
- Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS
- (2014) Omid Rahmati 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
- Evaluation and comparison of landslide susceptibility mapping methods: a case study for the Ulus district, Bartın, northern Turkey
- (2014) Arif Mert Eker et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Flood susceptibility mapping using a novel ensemble weights-of-evidence and support vector machine models in GIS
- (2014) Mahyat Shafapour Tehrany et al. JOURNAL OF HYDROLOGY
- 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
- Groundwater spring potential mapping using bivariate statistical model and GIS in the Taleghan Watershed, Iran
- (2013) D. Davoodi Moghaddam et al. Arabian Journal of Geosciences
- Modeling multiple land use changes using ANN, CART and MARS: Comparing tradeoffs in goodness of fit and explanatory power of data mining tools
- (2013) Amin Tayyebi et al. International Journal of Applied Earth Observation and Geoinformation
- Landslide susceptibility mapping using support vector machine and GIS at the Golestan Province, Iran
- (2013) HAMID REZA POURGHASEMI et al. Journal of Earth System Science
- Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
- (2013) Taskin Kavzoglu et al. Landslides
- 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
- Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model
- (2012) Saro Lee et al. HYDROGEOLOGY JOURNAL
- Using sensitivity analysis and visualization techniques to open black box data mining models
- (2012) Paulo Cortez et al. INFORMATION SCIENCES
- Mapping landslide susceptibility with logistic regression, multiple adaptive regression splines, classification and regression trees, and maximum entropy methods: a comparative study
- (2012) Ángel M. Felicísimo et al. Landslides
- Support Vector Machines for Landslide Susceptibility Mapping: The Staffora River Basin Case Study, Italy
- (2012) Cristiano Ballabio et al. Mathematical Geosciences
- Landslide Susceptibility Assessment in Vietnam Using Support Vector Machines, Decision Tree, and Naïve Bayes Models
- (2012) Dieu Tien Bui et al. MATHEMATICAL PROBLEMS IN ENGINEERING
- Multivariate adaptive regression spline (MARS) and least squares support vector machine (LSSVM) for OCR prediction
- (2012) Pijush Samui et al. SOFT COMPUTING
- Landslide susceptibility assessment using SVM machine learning algorithm
- (2011) Miloš Marjanović et al. ENGINEERING GEOLOGY
- Spatial Prediction of Ground Subsidence Susceptibility Using an Artificial Neural Network
- (2011) Saro Lee et al. ENVIRONMENTAL MANAGEMENT
- Evaluation of modelling techniques for forest site productivity prediction in contrasting ecoregions using stochastic multicriteria acceptability analysis (SMAA)
- (2011) Wim Aertsen et al. ENVIRONMENTAL MODELLING & SOFTWARE
- 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
- Object-oriented mapping of landslides using Random Forests
- (2011) André Stumpf et al. REMOTE SENSING OF ENVIRONMENT
- Comparison and ranking of different modelling techniques for prediction of site index in Mediterranean mountain forests
- (2010) Wim Aertsen et al. ECOLOGICAL MODELLING
- GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea
- (2010) Hyun-Joo Oh et al. JOURNAL OF HYDROLOGY
- Using and comparing two nonparametric methods (CART and MARS) to model the potential distribution of gullies
- (2009) Álvaro Gómez Gutiérrez et al. ECOLOGICAL MODELLING
- Discriminant models based on sensory evaluations: Single assessors versus panel average
- (2008) P.M. Granitto et al. FOOD QUALITY AND PREFERENCE
- A working guide to boosted regression trees
- (2008) J. Elith et al. JOURNAL OF ANIMAL ECOLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started