Abdul Mounem Mouazen

According to our database, Abdul Mounem Mouazen authored at least 51 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

GloSIS: The Global Soil Information System Web Ontology.

Raúl Palma, Bogusz Janiak, Luís Moreira de Sousa, Kathi Schleidt, Tomás Rezník, Fenny van Egmond, Johan Leenaars, Dimitrios Moshou, Abdul M. Mouazen, Peter Wilson, David Medyckyj-Scott, Alistair Ritchie, Yusuf Yigini, Ronald Vargas

CoRR, 2024

Map-sensor-based site-specific manure application in wheat.

Jian Zhang, Ajit Borundia, Abdul M. Mouazen

Comput. Electron. Agric., 2024

Robot driven combined site-specific maize seeding and N fertilization: An agro-economic investigation.

Muhammad Abdul Munnaf, Yongjing Wang, Abdul Mounem Mouazen

Comput. Electron. Agric., 2024

Corn yield prediction in site-specific management zones using proximal soil sensing, remote sensing, and machine learning approach.

Bere Benjamin Bantchina, Muhammad Qaswar, Selçuk Arslan, Yahya Ulusoy, Kemal Sulhi Gündogdu, Yücel Tekin, Abdul Mounem Mouazen

Comput. Electron. Agric., 2024

2023

Precision Nitrogen Fertilization for Opium Poppy Using Combined Proximal and Remote Sensor Data Fusion.

Muhammad Abdul Munnaf, Angela Guerrero, Maria Calera, Abdul Mounem Mouazen

Remote. Sens., December, 2023

An automated system of soil sensor-based site-specific seeding for silage maize: A proof of concept.

Muhammad Abdul Munnaf, Abdul Mounem Mouazen

Comput. Electron. Agric., June, 2023

Towards the implementation of ISFET sensors for in-situ and real-time chemical analyses in soils: A practical review.

George Archbold, Carlos Parra, Henry Carrillo, Abdul M. Mouazen

Comput. Electron. Agric., June, 2023

Visible Near-Infrared Spectroscopy and Pedotransfer Function Well Predict Soil Sorption Coefficient of Glyphosate.

Sonia Akter, Lis Wollesen de Jonge, Per Møldrup, Mogens Humlekrog Greve, Trine Nørgaard, Peter Lystbæk Weber, Cecilie Hermansen, Abdul Mounem Mouazen, Maria Knadel

Remote. Sens., March, 2023

2022

Spectra Fusion of Mid-Infrared (MIR) and X-ray Fluorescence (XRF) Spectroscopy for Estimation of Selected Soil Fertility Attributes.

Lalit Mohan Kandpal, Muhammad Abdul Munnaf, Cristina Cruz, Abdul M. Mouazen

Sensors, 2022

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

S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen

Sensors, 2022

Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter.

Nikolaos Karapetsas, Thomas K. Alexandridis, George Bilas, Muhammad Abdul Munnaf, Angela Guerrero, Maria Calera, Anna Osann, Anne Gobin, Tomás Rezník, Dimitrios Moshou, Abdul Mounem Mouazen

Remote. Sens., 2022

Detection of fusarium head blight in wheat using hyperspectral data and deep learning.

Aravind Krishnaswamy Rangarajan, Rebecca Louise Whetton, Abdul Mounem Mouazen

Expert Syst. Appl., 2022

Automatic detection of quality soil spectra in an online vis-NIR soil sensor.

Angela Guerrero, S. Hamed Javadi, Abdul M. Mouazen

Comput. Electron. Agric., 2022

Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning.

Muhammad Baraa Almoujahed, Aravind Krishnaswamy Rangarajan, Rebecca Louise Whetton, Vincke Damien, Eylenbosch Damien, Philippe Vermeulen, Abdul M. Mouazen

Comput. Electron. Agric., 2022

2021

Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches.

Tiago Rodrigues Tavares, José Paulo Molin, S. Hamed Javadi, Hudson Wallace Pereira de Carvalho, Abdul Mounem Mouazen

Sensors, 2021

Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm.

Tomás Rezník, Lukás Herman, Martina Klocová, Filip Leitner, Tomás Pavelka, Simon Leitgeb, Katerina Trojanová, Radim Stampach, Dimitrios Moshou, Abdul M. Mouazen, Thomas K. Alexandridis, Jakub Hrádek, Vojtech Lukas, Petr Sirucek

Sensors, 2021

Estimation and Mapping of Soil Properties Based on Multi-Source Data Fusion.

Abdul Mounem Mouazen, Zhou Shi

Remote. Sens., 2021

Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7.

Abdul M. Mouazen, Felix Nyarko, Muhammad Qaswar, Gergely Tóth, Anne Gobin, Dimitrios Moshou

Remote. Sens., 2021

Data Fusion of XRF and Vis-NIR Using Outer Product Analysis, Granger-Ramanathan, and Least Squares for Prediction of Key Soil Attributes.

S. Hamed Javadi, Abdul M. Mouazen

Remote. Sens., 2021

Detection of Leek Rust Disease under Field Conditions Using Hyperspectral Proximal Sensing and Machine Learning.

Simon Appeltans, Jan G. Pieters, Abdul M. Mouazen

Remote. Sens., 2021

The Automation of Hyperspectral Training Library Construction: A Case Study for Wheat and Potato Crops.

Simon Appeltans, Orly Enrique Apolo-Apolo, Jaime Nolasco Rodríguez-Vázquez, Manuel Pérez-Ruiz, Jan G. Pieters, Abdul M. Mouazen

Remote. Sens., 2021

Source localization in resource-constrained sensor networks based on deep learning.

S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen

Neural Comput. Appl., 2021

A novel spectral index for estimation of relative chlorophyll content of sugar beet.

Jing Zhang, Haiqing Tian, Di Wang, Haijun Li, Abdul Mounem Mouazen

Comput. Electron. Agric., 2021

Development of a soil fertility index using on-line Vis-NIR spectroscopy.

Muhammad Abdul Munnaf, Abdul Mounem Mouazen

Comput. Electron. Agric., 2021

Detection of leek white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning.

Simon Appeltans, Jan G. Pieters, Abdul Mounem Mouazen

Comput. Electron. Agric., 2021

Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices.

Ernest Afriyie, Ann Verdoodt, Abdul M. Mouazen

Comput. Electron. Agric., 2021

2020

A Novel Approach for Estimation of Above-Ground Biomass of Sugar Beet Based on Wavelength Selection and Optimized Support Vector Machine.

Jing Zhang, Haiqing Tian, Di Wang, Haijun Li, Abdul Mounem Mouazen

Remote. Sens., 2020

Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection.

Lu Xu, Yongsheng Hong, Yu Wei, Long Guo, Tiezhu Shi, Yi Liu, Qinghu Jiang, Teng Fei, Yaolin Liu, Abdul M. Mouazen, Yiyun Chen

Remote. Sens., 2020

Effect of X-Ray Tube Configuration on Measurement of Key Soil Fertility Attributes with XRF.

Tiago Rodrigues Tavares, José Paulo Molin, Lidiane Cristina Nunes, Elton Eduardo Novais Alves, Fábio L. Melquiades, Hudson Wallace Pereira de Carvalho, Abdul Mounem Mouazen

Remote. Sens., 2020

Machine Learning Based On-Line Prediction of Soil Organic Carbon after Removal of Soil Moisture Effect.

Said Nawar, Muhammad Abdul Munnaf, Abdul Mounem Mouazen

Remote. Sens., 2020

Practical Recommendations for Hyperspectral and Thermal Proximal Disease Sensing in Potato and Leek Fields.

Simon Appeltans, Angela Guerrero, Said Nawar, Jan G. Pieters, Abdul M. Mouazen

Remote. Sens., 2020

Smart environments and ambient intelligence in agricultural and environmental technology.

Andrés Muñoz, Jaehwa Park, Abdul M. Mouazen, Josenalde Barbosa De Oliveira, Dimitrios Moshou

J. Ambient Intell. Smart Environ., 2020

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

Muhammad Abdul Munnaf, Geert Haesaert, Marc Van Meirvenne, Abdul M. Mouazen

Comput. Electron. Agric., 2020

2019

Estimation of Secondary Soil Properties by Fusion of Laboratory and On-Line Measured Vis-NIR Spectra.

Muhammad Abdul Munnaf, Said Nawar, Abdul Mounem Mouazen

Remote. Sens., 2019

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

Ynse Declercq, Nele Delbecque, Johan De Grave, Philippe De Smedt, Peter Finke, Abdul M. Mouazen, Said Nawar, Dimitri Vandenberghe, Marc Van Meirvenne, Ann Verdoodt

Remote. Sens., 2019

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

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

Comput. Electron. Agric., 2019

2018

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

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

Comput. Electron. Agric., 2018

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

Said Nawar, Abdul M. Mouazen

Comput. Electron. Agric., 2018

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

Raed A. Al-Asadi, Abdul Mounem Mouazen

Comput. Electron. Agric., 2018

2017

Comparison between Random Forests, Artificial Neural Networks and Gradient Boosted Machines Methods of On-Line Vis-NIR Spectroscopy Measurements of Soil Total Nitrogen and Total Carbon.

Said Nawar, Abdul M. Mouazen

Sensors, 2017

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

Rebecca Louise Whetton, Yifan Zhao, Sameh Shaddad, Abdul Mounem Mouazen

Comput. Electron. Agric., 2017

Prediction of Soil Sand and Clay Contents via Visible and Near-Infrared (Vis-NIR) Spectroscopy.

Zeynal Tümsavas, Yücel Tekin, Yahya Ulusoy, Abdul Mounem Mouazen

Proceedings of the Intelligent Environments 2017, 2017

2016

Wheat yield prediction using machine learning and advanced sensing techniques.

Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, Rebecca Louise Whetton, Abdul Mounem Mouazen

Comput. Electron. Agric., 2016

Numerical simulation of soil-cone penetrometer interaction using discrete element method.

Krisztián Kotrocz, Abdul Mounem Mouazen, György Kerényi

Comput. Electron. Agric., 2016

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

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

Comput. Electron. Agric., 2016

2015

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

Ayadi Ibrahmi, Hatem Bentaher, E. Hamza, Aref Y. Maalej, Abdul Mounem Mouazen

Comput. Electron. Agric., 2015

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

Ayadi Ibrahmi, Hatem Bentaher, M. Hbaieb, Aref Y. Maalej, Abdul Mounem Mouazen

Comput. Electron. Agric., 2015

Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming.

Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Thomas Alexandridis, Boyan Kuang

Proceedings of the 7th International Conference on Information and Communication Technologies in Agriculture, 2015

Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps.

Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca Louise Whetton, Jens Wiebensohn, Abdul Mounem Mouazen

Proceedings of the Engineering Applications of Neural Networks, 2015

2014

Application of Supervised Self Organising Models for Wheat Yield Prediction.

Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013

Potential of On-Line Visible and Near Infrared Spectroscopy for Measurement of pH for Deriving Variable Rate Lime Recommendations.

Yücel Tekin, Boyan Kuang, Abdul Mounem Mouazen

Sensors, 2013