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Wheat yield prediction using machine learning and advanced sensing techniques

Computers and electronics in agriculture, 2016-02, Vol.121, p.57-65

2016

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Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

Geoderma, 2010-08, Vol.158 (1), p.23-31

2010

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Estimating the variability of tillage forces on a chisel plough shank by modeling the variability of tillage system parameters

Computers and electronics in agriculture, 2011-08, Vol.78 (1), p.61-70

2011

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Rapid detection of alkanes and polycyclic aromatic hydrocarbons in oil‐contaminated soil with visible near‐infrared spectroscopy

European journal of soil science, 2019-01, Vol.70 (1), p.140-150

2019

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Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 1. Finite element simulation

Computers and electronics in agriculture, 2015-09, Vol.117, p.258-267

2015

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Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 2. Experimental validation with soil bin test

Computers and electronics in agriculture, 2015-09, Vol.117, p.268-275

2015

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Development of on-line measurement system of bulk density based on on-line measured draught, depth and soil moisture content

Soil & tillage research, 2006-04, Vol.86 (2), p.218-229

2006

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Classification of Soil Texture Classes by Using Soil Visual near Infrared Spectroscopy and Factorial Discriminant Analysis Techniques

Journal of near infrared spectroscopy (United Kingdom), 2005-08, Vol.13 (4), p.231-240

2005

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Effect of Wavelength Range on the Measurement Accuracy of Some Selected Soil Constituents Using Visual-Near Infrared Spectroscopy

Journal of near infrared spectroscopy (United Kingdom), 2006-06, Vol.14 (3), p.189-199

2006

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Prediction of organic and inorganic carbon contents in soil: Vis-NIR vs. MIR spectroscopy

2012 2nd International Conference on Consumer Electronics, Communications and Networks (CECNet), 2012, p.1175-1178

2012

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Modelling soil–sweep interaction with discrete element method

Soil & tillage research, 2013-11, Vol.134, p.223-231

2013

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Critical evaluation of oil palm fresh fruit bunch solid wastes as soil amendments: Prospects and challenges

Resources, conservation and recycling, 2018-09, Vol.136, p.399-409

2018

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Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content

Soil & tillage research, 2015-03, Vol.146, p.243-252

2015

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Clustering and Smoothing Pipeline for Management Zone Delineation Using Proximal and Remote Sensing

Sensors (Basel, Switzerland), 2022-01, Vol.22 (2), p.645

2022

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Numerical simulation of soil–cone penetrometer interaction using discrete element method

Computers and electronics in agriculture, 2016-07, Vol.125, p.63-73

2016

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Sensing Soil Properties in the Laboratory, In Situ, and On-Line: A Review

Advances in agronomy, 2012, Vol.114, p.155-223

2012

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A Comprehensive Study of Three Different Portable XRF Scanners to Assess the Soil Geochemistry of An Extensive Sample Dataset

Remote sensing (Basel, Switzerland), 2019-11, Vol.11 (21), p.2490

2019

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Analysis of petroleum-contaminated soils by diffuse reflectance spectroscopy and sequential ultrasonic solvent extraction–gas chromatography

Environmental pollution (1987), 2014-01, Vol.184, p.298-305

2014

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Potential of Near-Infrared Spectroscopy for Measurement of Heavy Metals in Soil as Affected by Calibration Set Size

Water, air, and soil pollution, 2014-08, Vol.225 (8), p.1-19, Article 2036

2014

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Visible and Near-Infrared Spectroscopy Analysis of a Polycyclic Aromatic Hydrocarbon in Soils

TheScientificWorld, 2013-01, Vol.2013 (2013), p.1-9

2013

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Combined Effects of Oil Concentration, Clay and Moisture Contents on Diffuse Reflectance Spectra of Diesel-Contaminated Soils

Water, air, and soil pollution, 2013-05, Vol.224 (5), p.1-18, Article 1539

2013

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A mobile, in-situ soil bin test facility to investigate the performance of maresha plough

Biosystems engineering, 2016-09, Vol.149, p.38-50

2016

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Effect of side-wings on draught: The case of Ethiopian ard plough (maresha)

Computers and electronics in agriculture, 2016-09, Vol.127, p.131-140

2016

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Selection of Preprocessing Parameters for PCA of Soil Classification Affected by Particle Sizes Based on Vis/NIR Spectroscopy

Key engineering materials, 2011-01, Vol.467-469, p.725-730

2011

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Affect of Different Preprocessing Methods on Principal Component Analysis for Soil Classification

2011 Third International Conference on Measuring Technology and Mechatronics Automation, 2011, Vol.1, p.355-358

2011

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Wheat yield prediction using machine learning and advanced sensing techniques

Comparison among principal component, partial least squares and back propagation neural network analyses for accuracy of measurement of selected soil properties with visible and near infrared spectroscopy

Estimating the variability of tillage forces on a chisel plough shank by modeling the variability of tillage system parameters

Rapid detection of alkanes and polycyclic aromatic hydrocarbons in oil‐contaminated soil with visible near‐infrared spectroscopy

Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 1. Finite element simulation

Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 2. Experimental validation with soil bin test

Development of on-line measurement system of bulk density based on on-line measured draught, depth and soil moisture content

Classification of Soil Texture Classes by Using Soil Visual near Infrared Spectroscopy and Factorial Discriminant Analysis Techniques

Effect of Wavelength Range on the Measurement Accuracy of Some Selected Soil Constituents Using Visual-Near Infrared Spectroscopy

Prediction of organic and inorganic carbon contents in soil: Vis-NIR vs. MIR spectroscopy

Modelling soil–sweep interaction with discrete element method

Critical evaluation of oil palm fresh fruit bunch solid wastes as soil amendments: Prospects and challenges

Comparison between artificial neural network and partial least squares for on-line visible and near infrared spectroscopy measurement of soil organic carbon, pH and clay content

Clustering and Smoothing Pipeline for Management Zone Delineation Using Proximal and Remote Sensing

Numerical simulation of soil–cone penetrometer interaction using discrete element method

Sensing Soil Properties in the Laboratory, In Situ, and On-Line: A Review

A Comprehensive Study of Three Different Portable XRF Scanners to Assess the Soil Geochemistry of An Extensive Sample Dataset

Analysis of petroleum-contaminated soils by diffuse reflectance spectroscopy and sequential ultrasonic solvent extraction–gas chromatography

Potential of Near-Infrared Spectroscopy for Measurement of Heavy Metals in Soil as Affected by Calibration Set Size

Visible and Near-Infrared Spectroscopy Analysis of a Polycyclic Aromatic Hydrocarbon in Soils

Combined Effects of Oil Concentration, Clay and Moisture Contents on Diffuse Reflectance Spectra of Diesel-Contaminated Soils

A mobile, in-situ soil bin test facility to investigate the performance of maresha plough

Effect of side-wings on draught: The case of Ethiopian ard plough (maresha)

Selection of Preprocessing Parameters for PCA of Soil Classification Affected by Particle Sizes Based on Vis/NIR Spectroscopy

Affect of Different Preprocessing Methods on Principal Component Analysis for Soil Classification

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