Comparative Study of Statistical, Numerical and Machine Learning-based Pedotransfer Functions of Water Retention Curve with Particle Size Distribution Data

Prediction of Porosity and Permeability Alteration Based on Machine Learning Algorithms

(2019) Andrei Erofeev et al.   TRANSPORT IN POROUS MEDIA

Comparison of Artificial Neural Networks (ANN) and Adaptive Neuro-Fuzzy Inference System (ANFIS) Models in Simulating Polygalacturonase Production

(2016) Sibel Uzuner et al.   BioResources

Prediction of the soil water retention curve for structured soil from saturation to oven-dryness

(2016) D. Karup et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Predicting available water of soil from particle-size distribution and bulk density in an oasis–desert transect in northwestern China

(2016) Danfeng Li et al.   JOURNAL OF HYDROLOGY

A comparison of numerical and machine-learning modeling of soil water content with limited input data

(2016) Fatemeh Karandish et al.   JOURNAL OF HYDROLOGY

Modeling Soil Processes: Review, Key Challenges, and New Perspectives

(2016) H. Vereecken et al.   VADOSE ZONE JOURNAL

Estimation of Soil Cation Exchange Capacity using Multiple Regression, Artificial Neural Networks, and Adaptive Neuro-fuzzy Inference System Models in Golestan Province, Iran

(2015) Hadi Ghorbani et al.   COMMUNICATIONS IN SOIL SCIENCE AND PLANT ANALYSIS

A new simulation approach of genetic programming in modelling of soil water retention property of unsaturated soil

(2015) Ankit Garg et al.   ENGINEERING COMPUTATIONS

A comparison of various artificial intelligence approaches performance for estimating suspended sediment load of river systems: a case study in United States

(2015) Ehsan Olyaie et al.   ENVIRONMENTAL MONITORING AND ASSESSMENT

Comparative analysis of support vector machine and artificial neural network models for soil cation exchange capacity prediction

(2015) A. A. Jafarzadeh et al.   International Journal of Environmental Science and Technology

Modeling soil water content in extreme arid area using an adaptive neuro-fuzzy inference system

(2015) Jianhua Si et al.   JOURNAL OF HYDROLOGY

A New Two-Stage Approach to predicting the soil water characteristic from saturation to oven-dryness

(2015) Dan Karup Jensen et al.   JOURNAL OF HYDROLOGY

ANN-based pedotransfer and soil spatial prediction functions for predicting Atterberg consistency limits and indices from easily available properties at the watershed scale in western Iran

(2015) Z. Zolfaghari et al.   SOIL USE AND MANAGEMENT

Prediction of clay content from water vapour sorption isotherms considering hysteresis and soil organic matter content

(2014) E. Arthur et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Measurement of properties of graphene sheets subjected to drilling operation using computer simulation

(2014) V. Vijayaraghavan et al.   MEASUREMENT

A framework of neural networks based consensus control for multiple robotic manipulators

(2014) Dongya Zhao et al.   NEUROCOMPUTING

Soil prediction using artificial neural networks and topographic attributes

(2013) Claudinei Taborda Silveira et al.   GEODERMA

A simplified approach to estimate water retention for Sicilian soils by the Arya–Paris model

(2013) C. Antinoro et al.   GEODERMA

SVM, ANFIS, regression and climate based models for reference evapotranspiration modeling using limited climatic data in a semi-arid highland environment

(2012) Hossein Tabari 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

Estimation of clay content from easily measurable water content of air-dried soil

(2012) Jana Wäldchen et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Pedotransfer functions for water retention and unsaturated hydraulic conductivity of forest soils

(2012) Heike Puhlmann et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Predicting Soil Moisture Characteristic Curves from Continuous Particle-Size Distribution Data

(2012) M.H. MOHAMMADI et al.   PEDOSPHERE

Estimation of Soil Clay Content from Hygroscopic Water Content Measurements

(2012) Mark N. Wuddivira et al.   SOIL SCIENCE SOCIETY OF AMERICA JOURNAL

Predicting the Soil Moisture Characteristic Curve from Particle Size Distribution with a Simple Conceptual Model

(2012) Mohammad Hossein Mohammadi et al.   VADOSE ZONE JOURNAL

An adaptive neuro-fuzzy approach for modeling of water-in-oil emulsion formation

(2011) Kaan Yetilmezsoy et al.   COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS

Simulation for response of crop yield to soil moisture and salinity with artificial neural network

(2011) Xiaoqin Dai et al.   FIELD CROPS RESEARCH

Deriving and validating pedotransfer functions for some calcareous soils

(2011) Habib Khodaverdiloo et al.   JOURNAL OF HYDROLOGY

Evaluation of Pedotransfer Functions for Estimating Soil Water Retention Curve of Saline and Saline-Alkali Soils of Iran

(2011) Y. ABBASI et al.   PEDOSPHERE

Soil Water Simulation and Predication Using Stochastic Models Based on LS-SVM for Red Soil Region of China

(2011) Jianqiang Deng et al.   WATER RESOURCES MANAGEMENT

Relationship between specific surface area and the dry end of the water retention curve for soils with varying clay and organic carbon contents

(2011) Augustus C. Resurreccion et al.   WATER RESOURCES RESEARCH

Multiple regression, ANN (RBF, MLP) and ANFIS models for prediction of swell potential of clayey soils

(2010) Işık Yilmaz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Modeling of maximum dry density and optimum moisture content of stabilized soil using artificial neural networks

(2010) Amir Hossein Alavi et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

Derivation and validation of pedotransfer functions for estimating soil water retention curve using a variety of soil data

(2010) S. Ghorbani Dashtaki et al.   SOIL USE AND MANAGEMENT

Using Pedotransfer Functions to Estimate the van Genuchten–Mualem Soil Hydraulic Properties: A Review

(2010) H. Vereecken et al.   VADOSE ZONE JOURNAL

Revisiting Vereecken Pedotransfer Functions: Introducing a Closed-Form Hydraulic Model

(2009) M. Weynants et al.   VADOSE ZONE JOURNAL

Modeling soil hydraulic properties for a wide range of soil conditions

(2008) Vincent Balland et al.   ECOLOGICAL MODELLING

Optimisation of pedotransfer functions using an artificial neural network ensemble method

(2008) L. Baker et al.   GEODERMA