Estimating soil–water characteristic curve (SWCC) using machine learning and soil micro-porosity analysis

Machine learning-based pedotransfer functions to predict soil water characteristics curves

(2023) Khanh Pham et al.   Transportation Geotechnics

Estimation of Water Retention at Low Matric Suctions Using the Micromorphological Characteristics of Soil Pores

(2023) A. Bakhshi et al.   EURASIAN SOIL SCIENCE

Prediction of soil thermal conductivity based on Intelligent computing model

(2022) Caijin Wang et al.   HEAT AND MASS TRANSFER

Beyond prediction: methods for interpreting complex models of soil variation

(2022) Alexandre M.J-C. Wadoux et al.   GEODERMA

Tunneling-induced settlement prediction using the hybrid feature selection method for feature optimization

(2022) Yang Cheng et al.   Transportation Geotechnics

Predictive modeling of swell-strength of expansive soils using artificial intelligence approaches: ANN, ANFIS and GEP

(2021) Fazal E. Jalal et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Influences of Soil Bulk Density and Texture on Estimation of Surface Soil Moisture Using Spectral Feature Parameters and an Artificial Neural Network Algorithm

(2021) Wanying Diao et al.   Agriculture-Basel

Improved prediction of water retention characteristic based on soil gradation and clay fraction

(2021) Chong Wang et al.   GEODERMA

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

(2020) S. Amanabadi et al.   EURASIAN SOIL SCIENCE

Machine Learning-Based CYGNSS Soil Moisture Estimates over ISMN sites in CONUS

(2020) Volkan Senyurek et al.   Remote Sensing

Alleviation of Adverse Effects of Sodium on Soil Physicochemical Properties by Application of Vermicompost

(2020) Zeynep Demir   COMPOST SCIENCE & UTILIZATION

Estimating the soil water retention curve: Comparison of multiple nonlinear regression approach and random forest data mining technique

(2020) M. Rastgou et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Synthesis and characterization of stretchable IPN polymers from biodegradable resins incorporated with styrene and methyl methacrylate monomers for enhanced mechanical strength

(2020) Mercy Eben et al.   EUROPEAN POLYMER JOURNAL

A unified soil thermal conductivity model based on artificial neural network

(2020) Nan Zhang et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Physiological impacts of zero valent iron, Fe3O4 and Fe2O3 nanoparticles in rice plants and their potential as Fe fertilizers

(2020) Mingshu Li et al.   ENVIRONMENTAL POLLUTION

The effects of fitting parameters in best fit equations in determination of soil-water characteristic curve and estimation of hydraulic conductivity function

(2020) Shijun Wang et al.   Rhizosphere

Uncertainty assessment of GlobalSoilMap soil available water capacity products: A French case study

(2019) M. Román Dobarco et al.   GEODERMA

Research on soil moisture prediction model based on deep learning

(2019) Yu Cai et al.   PLoS One

Downscaling satellite soil moisture using geomorphometry and machine learning

(2019) Mario Guevara et al.   PLoS One

Towards an information centric flood ontology for information management and communication

(2019) Yusuf Sermet et al.   Earth Science Informatics

Machine Learning Approaches to Develop Pedotransfer Functions for Tropical Sri Lankan Soils

(2019) M.H.J.P. Gunarathna et al.   Water

Three-dimensional microstructure characterization of loess based on a serial sectioning technique

(2019) Tingting Wei et al.   ENGINEERING GEOLOGY

Analysis of neural network based pedotransfer function for predicting soil water characteristic curve

(2019) Khanh Pham et al.   GEODERMA

Generation of spatially complete and daily continuous surface soil moisture of high spatial resolution

(2019) Di Long et al.   REMOTE SENSING OF ENVIRONMENT

An Approach for Downscaling SMAP Soil Moisture by Combining Sentinel-1 SAR and MODIS Data

(2019) Jueying Bai et al.   Remote Sensing

Modelling of soil moisture retention curve using machine learning techniques: Artificial and deep neural networks vs support vector regression models

(2019) Kevin O. Achieng   COMPUTERS & GEOSCIENCES

Effect of inorganic fertilizers with organic amendments on soil chemical properties and rice yield in a low-productivity paddy soil

(2018) Wenhai Mi et al.   GEODERMA

An estimation of the main wetting branch of the soil water retention curve based on its main drying branch using the machine learning method

(2017) Krzysztof Lamorski et al.   WATER RESOURCES RESEARCH

Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China

(2017) Yangxiaoyue Liu et al.   Remote Sensing

Downscaling of AMSR-E soil moisture with MODIS products using machine learning approaches

(2016) Jungho Im et al.   Environmental Earth Sciences

Chemical immobilization of Pb, Cu, and Cd by phosphate materials and calcium carbonate in contaminated soils

(2016) Guoyong Huang et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

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

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

Using categorical soil structure information to improve soil water retention estimates of tropical delta soils

(2014) Phuong Minh Nguyen et al.   Soil Research

Removal of organic matter and oxides of iron and manganese from soil influences boron adsorption in soil

(2013) Dibyendu Sarkar et al.   GEODERMA

Machine Learning Techniques for Downscaling SMOS Satellite Soil Moisture Using MODIS Land Surface Temperature for Hydrological Application

(2013) Prashant K. Srivastava et al.   WATER RESOURCES MANAGEMENT

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

An evolutionary approach to modelling the soil–water characteristic curve in unsaturated soils

(2012) A. Ahangar-Asr et al.   COMPUTERS & GEOSCIENCES

Determination of soil–water characteristic curve variables

(2012) Qian Zhai et al.   COMPUTERS AND GEOTECHNICS

Predicting the film and lens water volume between soil particles using particle size distribution data

(2012) M.H. Mohammadi et al.   JOURNAL OF HYDROLOGY

Comparison of water-retention functions obtained from the extended evaporation method and the standard methods sand/kaolin boxes and pressure plate extractor

(2012) Uwe Schindler et al.   JOURNAL OF PLANT NUTRITION AND SOIL SCIENCE

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

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

Thermo-evaporative fluxes from heterogeneous porous surfaces resolved by infrared thermography

(2010) Ebrahim Shahraeeni et al.   WATER RESOURCES RESEARCH

A user-friendly water retention function that takes account of the textural and structural pore spaces in soil

(2008) A.R. Dexter et al.   GEODERMA

Pedotransfer functions estimating soil hydraulic properties using different soil parameters

(2007) Christen D. Børgesen et al.   HYDROLOGICAL PROCESSES