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1

Wheat yield prediction using machine learning and advanced sensing techniques

Pantazi, X.E., Moshou, D., Alexandridis, T., Whetton, R.L., Mouazen, A.M.

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 3.04 MB

english, 2016

2

Tillage Tool Design by the Finite Element Method: Part 1. Finite Element Modelling of Soil Plastic Behaviour

Abdul Mounem Mouazen, Miklós Neményi

Journal:

Journal of Agricultural Engineering Research

Year:

1999

Language:

english

File:

PDF, 358 KB

english, 1999

3

Detection of biotic and abiotic stresses in crops by using hierarchical self organizing classifiers

Pantazi, Xanthoula Eirini, Moshou, Dimitrios, Oberti, Roberto, West, Jon, Mouazen, Abdul Mounem, Bochtis, Dionysios

Journal:

Precision Agriculture

Year:

2017

Language:

english

File:

PDF, 872 KB

english, 2017

4

Tillage Tool Design by the Finite Element Method: Part 2. Experimental Validation of the Finite Element Results with Soil Bin Test

Abdul Mounem Mouazen, Miklós Neményi, Helmut Schwanghart, Martin Rempfer

Journal:

Journal of Agricultural Engineering Research

Year:

1999

Language:

english

File:

PDF, 228 KB

english, 1999

5

Smart environments and ambient intelligence in agricultural and environmental technology

MuÃ±oz, AndrÃ©s, Park, Jaehwa, Mouazen, AbdulÂ M., de Oliveira, JosenaldeÂ Barbosa, Moshou, Dimitros

Journal:

Journal of Ambient Intelligence and Smart Environments

Year:

2020

File:

PDF, 42 KB

2020

6

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

Kotrocz, Krisztián, Mouazen, Abdul M., Kerényi, György

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 4.05 MB

english, 2016

7

Characterization of Soil Water Content Using Measured Visible and Near Infrared Spectra

Mouazen, A. M., Karoui, R., De Baerdemaeker, J., Ramon, H.

Journal:

Soil Science Society of America Journal

Year:

2006

Language:

english

File:

PDF, 263 KB

english, 2006

8

Nonlinear parametric modelling to study how soil properties affect crop yields and NDVI

Whetton, Rebecca, Zhao, Yifan, Shaddad, Sameh, Mouazen, Abdul M.

Journal:

Computers and Electronics in Agriculture

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

9

Experimental investigation of a digital electromechanical system to measure soil bulk density in a silty clay soil under different solarisation practices

Al-Shammary, Ahmed Abed Gatea, Kouzani, Abbas, Mouazen, Abdul M.

Journal:

Computers and Electronics in Agriculture

Year:

2019

Language:

english

File:

PDF, 2.18 MB

english, 2019

10

pH Measurement IoT System for Precision Agriculture Applications

Archbold Taylor, George, Beltran Torres, Hector, Ruiz, Fredy, Narducci Marin, Margarita, Mendez Chaves, Diego, Trujillo Arboleda, Luis, Parra, Carlos, Carrillo, Henry, Mouazen, Abdul M.

Journal:

IEEE Latin America Transactions

Year:

2019

File:

PDF, 1.11 MB

2019

11

A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy

Munnaf, Muhammad Abdul, Guerrero, Angela, Nawar, Said, Haesaert, Geert, Van Meirvenne, Marc, Mouazen, Abdul Mounem

Journal:

Soil and Tillage Research

Year:

2021

File:

PDF, 5.17 MB

2021

12

A review of the finite element modelling techniques of soil tillage

A.M. Mouazen, M. Neményi

Journal:

Mathematics and Computers in Simulation

Year:

1998

Language:

english

File:

PDF, 95 KB

english, 1998

13

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

A. Abo Al-Kheer, M.G. Kharmanda, A. El Hami, A.M. Mouazen

Journal:

Computers and Electronics in Agriculture

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

14

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

Kuang, Boyan, Tekin, Yucel, Mouazen, Abdul M.

Journal:

Soil and Tillage Research

Year:

2015

Language:

english

File:

PDF, 2.23 MB

english, 2015

15

Data fusion techniques for delineation of site-specific management zones in a field in UK

Shaddad, S. M., Madrau, S., Castrignanò, A., Mouazen, A. M.

Journal:

Precision Agriculture

Year:

2016

Language:

english

File:

PDF, 1.27 MB

english, 2016

16

Advanced analytical method of mouldboard plough’s design

Ibrahmi, Ayadi, Bentaher, Hatem, Hamza, Elyes, Maalej, Aref, Mouazen, Abdul M.

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2016

Language:

english

File:

PDF, 1.07 MB

english, 2016

17

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

Gebregziabher, Solomon, De Swert, Karel, Saeys, Wouter, Ramon, Herman, De Ketelaere, Bart, Mouazen, Abdul M., Gebray, Petros, Gebrehiwot, Kindeya, Bauer, Hans, Deckers, Jozef, De Baerdemaeker, Josse

Journal:

Computers and Electronics in Agriculture

Year:

2016

Language:

english

File:

PDF, 2.30 MB

english, 2016

18

Influence of soil moisture content on assessment of bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy under semi field conditions

Mouazen, Abdul M., Al-Asadi, Raed A.

Journal:

Soil and Tillage Research

Year:

2018

Language:

english

File:

PDF, 677 KB

english, 2018

19

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

Anyaoha, Kelechi E., Sakrabani, Ruben, Patchigolla, Kumar, Mouazen, Abdul M.

Journal:

Resources, Conservation and Recycling

Year:

2018

Language:

english

File:

PDF, 971 KB

english, 2018

20

Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy

Nawar, Said, Mouazen, Abdul M.

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 1.94 MB

english, 2018

21

A prototype measuring system of soil bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy

Al-Asadi, Raed A., Mouazen, Abdul M.

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 940 KB

english, 2018

22

Evaluating management zone maps for variable rate fungicide application and selective harvest

Whetton, Rebecca L., Waine, Toby W., Mouazen, Abdul M.

Journal:

Computers and Electronics in Agriculture

Year:

2018

Language:

english

File:

PDF, 1.87 MB

english, 2018

23

Agricultural Internet of Things and Decision Support for Precision Smart Farming || Monitoring

Mouazen, Abdul M.

Year:

2020

File:

PDF, 4.38 MB

2020

24

Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion

Munnaf, M.A., Haesaert, G., Van Meirvenne, M., Mouazen, A.M.

Journal:

Computers and Electronics in Agriculture

Year:

2020

File:

PDF, 9.12 MB

2020

25

The role of sustainability in the relationship between migration and smart cities: a bibliometric review

Mouazen, Ali Mohamad, HernÃ¡ndez-Lara, Ana Beatriz

Journal:

Digital Policy, Regulation and Governance

Year:

2020

File:

PDF, 1.02 MB

2020

26

Evaluation of Seed Distribution Uniformity of a Multi-flight Auger as a Grain Drill Metering Device

M.R. Maleki, J.F. Jafari, M.H. Raufat, A.M. Mouazen, J. De Baerdemaeker

Journal:

Biosystems Engineering

Year:

2006

Language:

english

File:

PDF, 229 KB

english, 2006

27

An Automatic Depth Control System for Online Measurement of Spatial Variation in Soil Compaction, Part 1: Sensor Design for Measurement of Frame Height Variation from Soil Surface

A.M. Mouazen, J. Anthonis, W. Saeys, H. Ramon

Journal:

Biosystems Engineering

Year:

2004

Language:

english

File:

PDF, 1.14 MB

english, 2004

28

An Automatic Depth Control System for Online Measurement of Spatial Variation in Soil Compaction, Part 3: Design of Depth Control System

J. Anthonis, A.M. Mouazen, W. Saeys, H. Ramon

Journal:

Biosystems Engineering

Year:

2004

Language:

english

File:

PDF, 444 KB

english, 2004

29

An Automatic Depth Control System for Online Measurement of Spatial Variation in Soil Compaction, Part 2: Modelling of the Depth Control System

W. Saeys, A.M. Mouazen, J. Anthonis, H. Ramon

Journal:

Biosystems Engineering

Year:

2004

Language:

english

File:

PDF, 362 KB

english, 2004

30

Erratum to “An Automatic Depth Control System for On-line Measurement of Spatial Variation in Soil Compaction, Part 3: Design of Depth Control System”: [Biosystems Engineering (2004) 89(1), 59–67]

J. Anthonis, A.M. Mouazen, W. Saeys, H. Ramon

Journal:

Biosystems Engineering

Year:

2004

Language:

english

File:

PDF, 122 KB

english, 2004

31

An Automatic Depth Control System for Online Measurement of Spatial Variation in Soil Compaction, Part 4: Improvement of Compaction Maps by using a Proportional Integrative Derivative Depth Controller

A.M. Mouazen, J. Anthonis, H. Ramon

Journal:

Biosystems Engineering

Year:

2005

Language:

english

File:

PDF, 651 KB

english, 2005

32

Animal drawn tillage, the Ethiopian ard plough, maresha: A review

Solomon Gebregziabher, Abdul Mounem Mouazen, Hendrik Van Brussel, Herman Ramon, Jan Nyssen, Hubert Verplancke, Mintesinot Behailu, Jozef Deckers, Josse De Baerdemaeker

Journal:

Soil and Tillage Research

Year:

2006

Language:

english

File:

PDF, 724 KB

english, 2006

33

A generalized modelling technique for linearized motions of mechanisms with flexible parts

J. Anthonis, I. Hostens, A. M. Mouazen, D. Moshou, H. Ramon

Journal:

Journal of Sound and Vibration

Year:

2003

Language:

english

File:

PDF, 227 KB

english, 2003

34

Calibration of visible and near infrared spectroscopy for soil analysis at the field scale on three European farms

B. Kuang, A. M. Mouazen

Journal:

European Journal of Soil Science

Year:

2011

Language:

english

File:

PDF, 725 KB

english, 2011

35

Methods and procedures for automatic collection and management of data acquired from on-the-go sensors with application to on-the-go soil sensors

Sven Peets, Abdul Mounem Mouazen, Kim Blackburn, Boyan Kuang, Jens Wiebensohn

Journal:

Computers and Electronics in Agriculture

Year:

2012

Language:

english

File:

PDF, 1.06 MB

english, 2012

36

Effect of γ irradiation on nuclear bituminized waste products (BWP): X-ray microtomography and rheological characterization

M. Mouazen, A. Poulesquen, F. Bart, B. Vergnes

Journal:

Journal of Nuclear Materials

Year:

2011

Language:

english

File:

PDF, 1.29 MB

english, 2011

37

Theoretical analysis of the spatial variability in tillage forces for fatigue analysis of tillage machines

A. Abo Al-kheer, M. Eid, Y. Aoues, A. El-Hami, M.G. Kharmanda, A.M. Mouazen

Journal:

Journal of Terramechanics

Year:

2011

Language:

english

File:

PDF, 1.33 MB

english, 2011

38

In Situ Determination of Growing Stages and Harvest Time of Tomato (Lycopersicon esculentum ) Fruits Using Fiber-Optic Visible–Near-Infrared (Vis-NIR) Spectroscopy

Mouazen, Abdul Mounem, Yang, Haiqing, Kuang, Boyan

Journal:

Applied Spectroscopy

Year:

2011

Language:

english

File:

PDF, 599 KB

english, 2011

39

Chemical characterisation of European Emmental cheeses by near infrared spectroscopy using chemometric tools

Romdhane Karoui, Abdul Mounem Mouazen, Éric Dufour, Laurent Pillonel, Emmanuelle Schaller, Josse De Baerdemaeker, Jacques-Olivier Bosset

Journal:

International Dairy Journal

Year:

2006

Language:

english

File:

PDF, 247 KB

english, 2006

40

Determination of Total Petroleum Hydrocarbon (TPH) and Polycyclic Aromatic Hydrocarbon (PAH) in Soils: A Review of Spectroscopic and Nonspectroscopic Techniques

Okparanma, Reuben Nwomandah, Mouazen, Abdul Mounem

Journal:

Applied Spectroscopy Reviews

Year:

2013

Language:

english

File:

PDF, 321 KB

english, 2013

41

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

Reuben N. Okparanma, Abdul M. Mouazen

Journal:

Water, Air & Soil Pollution

Year:

2013

Language:

english

File:

PDF, 501 KB

english, 2013

42

Modelling soil–sweep interaction with discrete element method

Tamás, Kornél, Jóri, István J., Mouazen, Abdul M.

Journal:

Soil and Tillage Research

Year:

2013

Language:

english

File:

PDF, 2.92 MB

english, 2013

43

The use of Vis/NIRS and chemometric analysis to predict fruit defects and postharvest behaviour of ‘Nules Clementine’ mandarin fruit

Magwaza, Lembe Samukelo, Landahl, Sandra, Cronje, Paul J.R., Nieuwoudt, Hélène H., Mouazen, Abdul Mounem, Nicolaï, Bart M., Terry, Leon A., Opara, Umezuruike Linus

Journal:

Year:

2014

Language:

english

File:

PDF, 470 KB

english, 2014

44

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

Mima Todorova,Abdul M. Mouazen,Holger Lange…

Journal:

Water, Air & Soil Pollution

Year:

2014

Language:

english

File:

PDF, 2.56 MB

english, 2014

45

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

Ibrahmi, A., Bentaher, H., Hamza, E., Maalej, A., Mouazen, A.M.

Journal:

Computers and Electronics in Agriculture

Year:

2015

Language:

english

File:

PDF, 1.41 MB

english, 2015

46

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

Ibrahmi, A., Bentaher, H., Hbaieb, M., Maalej, A., Mouazen, A.M.

Journal:

Computers and Electronics in Agriculture

Year:

2015

Language:

english

File:

PDF, 4.71 MB

english, 2015

47

Machine learning based prediction of soil total nitrogen, organic carbon and moisture content by using VIS-NIR spectroscopy

Morellos, Antonios, Pantazi, Xanthoula-Eirini, Moshou, Dimitrios, Alexandridis, Thomas, Whetton, Rebecca, Tziotzios, Georgios, Wiebensohn, Jens, Bill, Ralf, Mouazen, Abdul M.

Journal:

Biosystems Engineering

Year:

2016

Language:

english

File:

PDF, 2.34 MB

english, 2016

48

3D finite element simulation of the effect of mouldboard plough’s design on both the energy consumption and the tillage quality

Ibrahmi, Ayadi, Bentaher, Hatem, Hamza, Elyes, Maalej, Aref, Mouazen, Abdul M.

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2017

Language:

english

File:

PDF, 11.22 MB

english, 2017

49

‘New Wilderness’ Requires Algorithmic Transparency: A Response to Cantrell et al.

Galaz, Victor, Mouazen, Abdul M.

Journal:

Trends in Ecology & Evolution

Year:

2017

Language:

english

File:

PDF, 239 KB

english, 2017

50

Evaluating oil palm fresh fruit bunch processing in Nigeria

Anyaoha, Kelechi E, Sakrabani, Ruben, Patchigolla, Kumar, Mouazen, Abdul M

Journal:

Waste Management & Research

Year:

2018

Language:

english

File:

PDF, 856 KB

english, 2018

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