Support vector machine and artificial neural network to model soil pollution: a case study in Semnan Province, Iran

Bioaccessibility of Ba, Cu, Pb, and Zn in urban garden and orchard soils

(2016) Meifang Cai et al.   ENVIRONMENTAL POLLUTION

A comparative assessment of support vector regression, artificial neural networks, and random forests for predicting and mapping soil organic carbon stocks across an Afromontane landscape

(2015) Kennedy Were et al.   ECOLOGICAL INDICATORS

A geochemical survey of heavy metals in agricultural and background soils of the Isfahan industrial zone, Iran

(2014) Ali Esmaeili et al.   CATENA

Modeling of Dissolved Oxygen in River Water Using Artificial Intelligence Techniques

(2014) O. Kisi   Journal of Environmental Informatics

Using support vector machines to predict cation exchange capacity of different soil horizons in Qingdao City, China

(2014) Kaihua Liao et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Multivariate and geostatistical analyses of the spatial distribution and sources of heavy metals in agricultural soil in Dehui, Northeast China

(2013) Chongyu Sun et al.   CHEMOSPHERE

A statistical model to relate pyrite oxidation and oxygen transport within a coal waste pile: case study, Alborz Sharghi, northeast of Iran

(2013) Behshad Jodeiri Shokri et al.   Environmental Earth Sciences

Application of principal component analysis in the pollution assessment with heavy metals of vegetable food chain in the old mining areas

(2012) Iosif Gergen et al.   Chemistry Central Journal

Use of support vector machines (SVMs) to predict distribution of an invasive water fern Azolla filiculoides (Lam.) in Anzali wetland, southern Caspian Sea, Iran

(2012) Roghayeh Sadeghi et al.   ECOLOGICAL MODELLING

Heavy metal pollution assessment using support vector machine in the Shur River, Sarcheshmeh copper mine, Iran

(2012) A. Aryafar et al.   Environmental Earth Sciences

A multi-layer soil moisture data assimilation using support vector machines and ensemble particle filter

(2012) Zhongbo Yu et al.   JOURNAL OF HYDROLOGY

A pseudo-continuous neural network approach for developing water retention pedotransfer functions with limited data

(2012) A. Haghverdi et al.   JOURNAL OF HYDROLOGY

A comparison of methods to avoid overfitting in neural networks training in the case of catchment runoff modelling

(2012) Adam P. Piotrowski et al.   JOURNAL OF HYDROLOGY

Geochemical characterisation of pyrite oxidation and environmental problems related to release and transport of metals from a coal washing low-grade waste dump, Shahrood, northeast Iran

(2011) Faramarz Doulati Ardejani et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Estimation of water quality characteristics at ungauged sites using artificial neural networks and canonical correlation analysis

(2011) B. Khalil et al.   JOURNAL OF HYDROLOGY

Spatial Distribution of Magnetic Properties and Selected Heavy Metals in Calcareous Soils as Affected by Land Use in the Isfahan Region, Central Iran

(2011) Z. DANKOUB et al.   PEDOSPHERE

A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer

(2010) Heesung Yoon et al.   JOURNAL OF HYDROLOGY

Application of classification trees and support vector machines to model the presence of macroinvertebrates in rivers in Vietnam

(2009) Thu Huong Hoang et al.   Ecological Informatics

Predicting the Longitudinal Dispersion Coefficient Using Support Vector Machine and Adaptive Neuro-Fuzzy Inference System Techniques

(2009) Roohollah Noori et al.   ENVIRONMENTAL ENGINEERING SCIENCE

A new library to combine artificial neural networks and support vector machines with statistics and a database engine for application in environmental modeling

(2009) Ralf Wieland et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Support vector machine for classification based on fuzzy training data☆

(2009) Ai-bing Ji et al.   EXPERT SYSTEMS WITH APPLICATIONS

Spatial, sources and risk assessment of heavy metal contamination of urban soils in typical regions of Shenyang, China

(2009) Yuebing Sun et al.   JOURNAL OF HAZARDOUS MATERIALS

Approximating SWAT Model Using Artificial Neural Network and Support Vector Machine

(2009) Xuesong Zhang et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Support vector machines and its applications in chemistry

(2008) Hongdong Li et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Prediction of urban stormwater quality using artificial neural networks

(2008) Daniel B. May et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Assessment of heavy metals contamination and leaching characteristics in highway side soils, Iran

(2008) Mohsen Saeedi et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Effect of fertilizer application on soil heavy metal concentration

(2008) Zahra Atafar et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Application of neural-based modeling in an assessment of pollution with mercury in the middle part of the Warta River

(2008) Leonard Boszke et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Artificial Intelligence techniques: An introduction to their use for modelling environmental systems

(2008) Serena H. Chen et al.   MATHEMATICS AND COMPUTERS IN SIMULATION

Effect of aging process on the fractionation of heavy metals in some calcareous soils of Iran

(2007) M. Jalali et al.   GEODERMA