Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas
出版年份 2018 全文链接
标题
Self-Learning Random Forests Model for Mapping Groundwater Yield in Data-Scarce Areas
作者
关键词
-
出版物
Natural Resources Research
Volume -, Issue -, Pages -
出版商
Springer Nature America, Inc
发表日期
2018-10-08
DOI
10.1007/s11053-018-9416-1
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 by combining fuzzy-analytic hierarchy process and GIS in Beyşehir Lake Basin, Turkey
- (2018) Erhan Şener et al. Arabian Journal of Geosciences
- Use of a maximum entropy model to identify the key factors that influence groundwater availability on the Gonabad Plain, Iran
- (2018) Ali Golkarian et al. Environmental Earth Sciences
- Development of an automated GIS tool for reproducing the HAND terrain model
- (2018) Omid Rahmati et al. ENVIRONMENTAL MODELLING & SOFTWARE
- 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
- Route Selection for Cabling Considering Cost Minimization and Earthquake Survivability Via a Semi-Supervised Probabilistic Model
- (2017) Mingbo Zhao et al. IEEE Transactions on Industrial Informatics
- Data integration modeling applied to drill hole planning through semi-supervised learning: A case study from the Dalli Cu-Au porphyry deposit in the central Iran
- (2017) Moslem Fatehi et al. JOURNAL OF AFRICAN EARTH SCIENCES
- 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
- 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
- A comparative study of different machine learning methods for landslide susceptibility assessment: A case study of Uttarakhand area (India)
- (2016) Binh Thai Pham et al. ENVIRONMENTAL MODELLING & SOFTWARE
- Flood susceptibility assessment using GIS-based support vector machine model with different kernel types
- (2015) Mahyat Shafapour Tehrany et al. CATENA
- 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
- 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
- Machine learning applications in cancer prognosis and prediction
- (2015) Konstantina Kourou et al. Computational and Structural Biotechnology Journal
- Comparison of the Data-Driven Random Forests Model and a Knowledge-Driven Method for Mineral Prospectivity Mapping: A Case Study for Gold Deposits Around the Huritz Group and Nueltin Suite, Nunavut, Canada
- (2015) G. McKay et al. Natural Resources Research
- Probabilistic frequency ratio model for groundwater potential mapping in Al Jaww plain, UAE
- (2014) Samy Ismail Elmahdy et al. Arabian Journal of Geosciences
- Groundwater potential mapping at Kurdistan region of Iran using analytic hierarchy process and GIS
- (2014) Omid Rahmati et al. Arabian Journal of Geosciences
- 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
- Earthquake induced landslide susceptibility mapping using an integrated ensemble frequency ratio and logistic regression models in West Sumatera Province, Indonesia
- (2014) Zahrul Umar et al. CATENA
- Groundwater Productivity Potential Mapping Using Evidential Belief Function
- (2014) Inhye Park et al. Groundwater
- Application of GIS based data driven evidential belief function model to predict groundwater potential zonation
- (2014) Haleh Nampak et al. JOURNAL OF HYDROLOGY
- 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
- A novel ensemble bivariate statistical evidential belief function with knowledge-based analytical hierarchy process and multivariate statistical logistic regression for landslide susceptibility mapping
- (2013) Omar F. Althuwaynee 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
- Application of an evidential belief function model in landslide susceptibility mapping
- (2012) Omar F. Althuwaynee et al. COMPUTERS & GEOSCIENCES
- Regional groundwater productivity potential mapping using a geographic information system (GIS) based artificial neural network model
- (2012) Saro Lee et al. HYDROGEOLOGY JOURNAL
- An easy-to-use MATLAB program (MamLand) for the assessment of landslide susceptibility using a Mamdani fuzzy algorithm
- (2011) A. Akgun et al. COMPUTERS & GEOSCIENCES
- Landslide susceptibility mapping at Hoa Binh province (Vietnam) using an adaptive neuro-fuzzy inference system and GIS
- (2011) Dieu Tien Bui 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
- Combined use of groundwater modeling and potential zone analysis for management of groundwater
- (2010) Shishir Gaur et al. International Journal of Applied Earth Observation and Geoinformation
- 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
- Digital mapping of soil organic matter stocks using Random Forest modeling in a semi-arid steppe ecosystem
- (2010) Martin Wiesmeier et al. PLANT AND SOIL
- 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
- 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
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started