Decision Tree-Based Data Mining and Rule Induction for Identifying High Quality Groundwater Zones to Water Supply Management: a Novel Hybrid Use of Data Mining and GIS

Agricultural Water Allocation by Integration of Hydro-Economic Modeling with Bayesian Networks and Random Forest Approaches

(2019) Zohreh Sherafatpour et al.   WATER RESOURCES MANAGEMENT

Generating Monthly Stream Flow Using Nearest River Data: Assessing Different Trees Models

(2019) Anas Mahmood Al-Juboori   WATER RESOURCES MANAGEMENT

Random Bagging Classifier and Shuffled Frog Leaping Based Optimal Sensor Placement for Leakage Detection in WDS

(2019) Rejeesh Rayaroth et al.   WATER RESOURCES MANAGEMENT

Addressing the issue of digital mapping of soil classes with imbalanced class observations

(2019) Amin Sharififar et al.   GEODERMA

Groundwater spring potential mapping using population-based evolutionary algorithms and data mining methods

(2019) Wei Chen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Estimating soil organic carbon stocks using different modelling techniques in the semi-arid rangelands of eastern Australia

(2018) Bin Wang et al.   ECOLOGICAL INDICATORS

Long term groundwater balance and water quality monitoring in the eastern plains of Urmia Lake, Iran: A novel GIS based low cost approach

(2018) Mehrdad Jeihouni et al.   JOURNAL OF AFRICAN EARTH SCIENCES

An Advanced Calibration Method for Image Analysis in Laboratory-Scale Seawater Intrusion Problems

(2018) G. Robinson et al.   WATER RESOURCES MANAGEMENT

Mapping Groundwater Potential Using a Novel Hybrid Intelligence Approach

(2018) Shaghayegh Miraki et al.   WATER RESOURCES MANAGEMENT

Soil bacterial abundance and diversity better explained and predicted with spectro-transfer functions

(2018) Yuanyuan Yang et al.   SOIL BIOLOGY & BIOCHEMISTRY

GIS-based groundwater potential mapping in Shahroud plain, Iran. A comparison among statistical (bivariate and multivariate), data mining and MCDM approaches

(2018) Alireza Arabameri et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Retrospective monitoring of the spatial variability of crystalline iron in soils of the east shore of Urmia Lake, Iran using remotely sensed data and digital maps

(2018) Farzin Shahbazi et al.   GEODERMA

The power of Random Forest for the identification and quantification of technogenic substrates in urban soils on the basis of DRIFT spectra

(2017) Jannis Heil et al.   ENVIRONMENTAL POLLUTION

On Predictability of Groundwater Level in Shallow Wells Using Satellite Observations

(2017) Madhumita Sahoo et al.   WATER RESOURCES MANAGEMENT

Multiple Random Forests Modelling for Urban Water Consumption Forecasting

(2017) Guoqiang Chen et al.   WATER RESOURCES MANAGEMENT

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

Digital mapping of soil organic carbon at multiple depths using different data mining techniques in Baneh region, Iran

(2016) R. Taghizadeh-Mehrjardi et al.   GEODERMA

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

Random forest in remote sensing: A review of applications and future directions

(2016) Mariana Belgiu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Decision tree-based data mining and rule induction for identifying hydrogeological parameters that influence groundwater pollution sensitivity

(2016) Keunje Yoo et al.   JOURNAL OF CLEANER PRODUCTION

An application of MC-SDSS for water supply management during a drought crisis

(2015) Mehrdad Jeihouni et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Comparing data mining classifiers to predict spatial distribution of USDA-family soil groups in Baneh region, Iran

(2015) R. Taghizadeh-Mehrjardi et al.   GEODERMA

Predictive modeling of groundwater nitrate pollution using Random Forest and multisource variables related to intrinsic and specific vulnerability: A case study in an agricultural setting (Southern Spain)

(2014) Victor Rodriguez-Galiano et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Spatial and temporal mapping of groundwater salinity using ordinary kriging and indicator kriging: The case of Bafra Plain, Turkey

(2012) Hakan Arslan   AGRICULTURAL WATER MANAGEMENT

Data mining techniques and applications – A decade review from 2000 to 2011

(2012) Shu-Hsien Liao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Map on predicted deposition of Cs-137 in Spanish soils from geostatistical analyses

(2012) A. Caro et al.   JOURNAL OF ENVIRONMENTAL RADIOACTIVITY

Impacts of climate change on runoffs in East Azerbaijan, Iran

(2011) Mahdi Zarghami et al.   GLOBAL AND PLANETARY CHANGE

Variations in groundwater levels and salinity in the Ili River Irrigation Area, Xinjiang, northwest China: a geostatistical approach

(2011) Hamid Yimit et al.   INTERNATIONAL JOURNAL OF SUSTAINABLE DEVELOPMENT AND WORLD ECOLOGY

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Decision-Tree-based data mining and rule induction for predicting and mapping soil bacterial diversity

(2010) Kangsuk Kim et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Groundwater quality mapping in urban groundwater using GIS

(2008) Bilgehan Nas et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT