标题
Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach
作者
关键词
Mapping groundwater potential, Least square support vector machine, Random forest random subspace ensemble, Logistic regression, Kurdistan
出版物
WATER RESOURCES MANAGEMENT
Volume -, Issue -, Pages -
出版商
Springer Nature America, Inc
发表日期
2018-09-10
DOI
10.1007/s11269-018-2102-6
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。- 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 spring potential modelling: Comprising the capability and robustness of three different modeling approaches
- (2018) Omid Rahmati et al. JOURNAL OF HYDROLOGY
- Rock fall susceptibility assessment along a mountainous road: an evaluation of bivariate statistic, analytical hierarchy process and frequency ratio
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- Shallow landslide susceptibility assessment using a novel hybrid intelligence approach
- (2017) Ataollah Shirzadi et al. Environmental Earth Sciences
- 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
- 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
- Remote sensing and GIS-based landslide susceptibility mapping using frequency ratio, logistic regression, and fuzzy logic methods at the central Zab basin, Iran
- (2015) Himan Shahabi et al. Environmental Earth Sciences
- Riparian vegetation NDVI dynamics and its relationship with climate, surface water and groundwater
- (2015) Baihua Fu et al. JOURNAL OF ARID ENVIRONMENTS
- A GIS/Remote Sensing-based methodology for groundwater potentiality assessment in Tirnavos area, Greece
- (2015) D. Oikonomidis et al. JOURNAL OF HYDROLOGY
- 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
- Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS
- (2014) Omid Rahmati et al. Arabian Journal of Geosciences
- Spatiotemporal patterns of stable isotopes and hydrochemistry in springs and river flow of the upper Karkheh River Basin, Iran
- (2014) Khaled Osati et al. ISOTOPES IN ENVIRONMENTAL AND HEALTH STUDIES
- Application of GIS based data driven evidential belief function model to predict groundwater potential zonation
- (2014) Haleh Nampak et al. JOURNAL OF HYDROLOGY
- A novel ensemble decision tree-based CHi-squared Automatic Interaction Detection (CHAID) and multivariate logistic regression models in landslide susceptibility mapping
- (2014) Omar F. Althuwaynee et al. Landslides
- 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
- Delineation of groundwater potential zone in hard rock terrain of India using remote sensing, geographical information system (GIS) and analytic hierarchy process (AHP) techniques
- (2014) Shashank Shekhar et al. Geocarto International
- Estimating groundwater vulnerability to pollution using a modified DRASTIC model in the Kerman agricultural area, Iran
- (2013) Aminreza Neshat et al. Environmental Earth Sciences
- Hybrid decision tree and naïve Bayes classifiers for multi-class classification tasks
- (2013) Dewan Md. Farid et al. EXPERT SYSTEMS WITH APPLICATIONS
- Logistic regression modeling to assess groundwater vulnerability to contamination in Hawaii, USA
- (2013) Alan Mair et al. JOURNAL OF CONTAMINANT HYDROLOGY
- Spatial prediction of flood susceptible areas using rule based decision tree (DT) and a novel ensemble bivariate and multivariate statistical models in GIS
- (2013) Mahyat Shafapour Tehrany et al. JOURNAL OF HYDROLOGY
- Machine Learning Feature Selection Methods for Landslide Susceptibility Mapping
- (2013) Natan Micheletti et al. Mathematical Geosciences
- Ensemble of extreme learning machine for landslide displacement prediction based on time series analysis
- (2013) Cheng Lian et al. NEURAL COMPUTING & APPLICATIONS
- A novel hybrid evidential belief function-based fuzzy logic model in spatial prediction of rainfall-induced shallow landslides in the Lang Son city area (Vietnam)
- (2013) Dieu Tien Bui et al. Geomatics Natural Hazards & Risk
- 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
- Spatial prediction of landslide hazards in Hoa Binh province (Vietnam): A comparative assessment of the efficacy of evidential belief functions and fuzzy logic models
- (2012) Dieu Tien Bui et al. CATENA
- A comparative study on the predictive ability of the decision tree, support vector machine and neuro-fuzzy models in landslide susceptibility mapping using GIS
- (2012) Biswajeet Pradhan COMPUTERS & GEOSCIENCES
- NDVI as an indicator for changes in water availability to woody vegetation
- (2012) Cristina Aguilar et al. ECOLOGICAL INDICATORS
- A knowledge-driven GIS modeling technique for groundwater potential mapping at the Upper Langat Basin, Malaysia
- (2011) Mohamad Abd Manap et al. Arabian Journal of Geosciences
- A guide to eliciting and using expert knowledge in Bayesian ecological models
- (2010) Petra M. Kuhnert et al. ECOLOGY LETTERS
- Mapping potential areas for groundwater storage in Wadi Aurnah Basin, western Arabian Peninsula, using remote sensing and geographic information system techniques
- (2010) Mashael Al Saud HYDROGEOLOGY JOURNAL
- Remote sensing technology and geographic information system modeling: An integrated approach towards the mapping of groundwater potential zones in Hardrock terrain, Mamundiyar basin
- (2010) Imran A. Dar et al. JOURNAL OF HYDROLOGY
- GIS mapping of regional probabilistic groundwater potential in the area of Pohang City, Korea
- (2010) Hyun-Joo Oh et al. JOURNAL OF HYDROLOGY
- 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
- Groundwater Recharge Zone Mapping Using GIS-Based Multi-criteria Analysis: A Case Study in Central Tunisia (Maknassy Basin)
- (2009) Ismail Chenini et al. WATER RESOURCES MANAGEMENT
Find the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
SearchAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now