Abdul Mounem Mouazen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 22

Top Topics

Machine Learning

Mathematical Formalism

Top Venues

Comput. Electron. Agric.

Intelligent Environments (Workshops)

Publications

Bere Benjamin Bantchina, Muhammad Qaswar, Selçuk Arslan, Yahya Ulusoy, Kemal Sulhi Gündogdu, Yücel Tekin, Abdul Mounem Mouazen
Corn yield prediction in site-specific management zones using proximal soil sensing, remote sensing, and machine learning approach. Comput. Electron. Agric. 225 (2024)
Muhammad Abdul Munnaf, Yongjing Wang, Abdul Mounem Mouazen
Robot driven combined site-specific maize seeding and N fertilization: An agro-economic investigation. Comput. Electron. Agric. 219 (2024)
Muhammad Abdul Munnaf, Angela Guerrero, Maria Calera, Abdul Mounem Mouazen
Precision Nitrogen Fertilization for Opium Poppy Using Combined Proximal and Remote Sensor Data Fusion. Remote. Sens. 15 (23) (2023)
Muhammad Abdul Munnaf, Abdul Mounem Mouazen
An automated system of soil sensor-based site-specific seeding for silage maize: A proof of concept. Comput. Electron. Agric. 209 (2023)
Sonia Akter, Lis Wollesen de Jonge, Per Møldrup, Mogens Humlekrog Greve, Trine Nørgaard, Peter Lystbæk Weber, Cecilie Hermansen, Abdul Mounem Mouazen, Maria Knadel
Visible Near-Infrared Spectroscopy and Pedotransfer Function Well Predict Soil Sorption Coefficient of Glyphosate. Remote. Sens. 15 (6) (2023)
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
Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter. Remote. Sens. 14 (7) (2022)
Aravind Krishnaswamy Rangarajan, Rebecca Louise Whetton, Abdul Mounem Mouazen
Detection of fusarium head blight in wheat using hyperspectral data and deep learning. Expert Syst. Appl. 208 (2022)
Abdul Mounem Mouazen, Zhou Shi
Estimation and Mapping of Soil Properties Based on Multi-Source Data Fusion. Remote. Sens. 13 (5) (2021)
Tiago Rodrigues Tavares, José Paulo Molin, S. Hamed Javadi, Hudson Wallace Pereira de Carvalho, Abdul Mounem Mouazen
Combined Use of Vis-NIR and XRF Sensors for Tropical Soil Fertility Analysis: Assessing Different Data Fusion Approaches. Sensors 21 (1) (2021)
Jing Zhang, Haiqing Tian, Di Wang, Haijun Li, Abdul Mounem Mouazen
A novel spectral index for estimation of relative chlorophyll content of sugar beet. Comput. Electron. Agric. 184 (2021)
Simon Appeltans, Jan G. Pieters, Abdul Mounem Mouazen
Detection of leek white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning. Comput. Electron. Agric. 190 (2021)
Muhammad Abdul Munnaf, Abdul Mounem Mouazen
Development of a soil fertility index using on-line Vis-NIR spectroscopy. Comput. Electron. Agric. 188 (2021)
Tiago Rodrigues Tavares, José Paulo Molin, Lidiane Cristina Nunes, Elton Eduardo Novais Alves, Fábio L. Melquiades, Hudson Wallace Pereira de Carvalho, Abdul Mounem Mouazen
Effect of X-Ray Tube Configuration on Measurement of Key Soil Fertility Attributes with XRF. Remote. Sens. 12 (6) (2020)
Jing Zhang, Haiqing Tian, Di Wang, Haijun Li, Abdul Mounem Mouazen
A Novel Approach for Estimation of Above-Ground Biomass of Sugar Beet Based on Wavelength Selection and Optimized Support Vector Machine. Remote. Sens. 12 (4) (2020)
Said Nawar, Muhammad Abdul Munnaf, Abdul Mounem Mouazen
Machine Learning Based On-Line Prediction of Soil Organic Carbon after Removal of Soil Moisture Effect. Remote. Sens. 12 (8) (2020)
Muhammad Abdul Munnaf, Said Nawar, Abdul Mounem Mouazen
Estimation of Secondary Soil Properties by Fusion of Laboratory and On-Line Measured Vis-NIR Spectra. Remote. Sens. 11 (23) (2019)
Raed A. Al-Asadi, Abdul Mounem Mouazen
A prototype measuring system of soil bulk density with combined frequency domain reflectometry and visible and near infrared spectroscopy. Comput. Electron. Agric. 151 (2018)
Zeynal Tümsavas, Yücel Tekin, Yahya Ulusoy, Abdul Mounem Mouazen
Prediction of Soil Sand and Clay Contents via Visible and Near-Infrared (Vis-NIR) Spectroscopy. Intelligent Environments (Workshops) (2017)
Rebecca L. Whetton, Yifan Zhao, Sameh Shaddad, Abdul Mounem Mouazen
Nonlinear parametric modelling to study how soil properties affect crop yields and NDVI. Comput. Electron. Agric. 138 (2017)
Krisztián Kotrocz, Abdul Mounem Mouazen, György Kerényi
Numerical simulation of soil-cone penetrometer interaction using discrete element method. Comput. Electron. Agric. 125 (2016)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, Rebecca L. Whetton, Abdul Mounem Mouazen
Wheat yield prediction using machine learning and advanced sensing techniques. Comput. Electron. Agric. 121 (2016)
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
Effect of side-wings on draught: The case of Ethiopian ard plough (maresha). Comput. Electron. Agric. 127 (2016)
Ayadi Ibrahmi, Hatem Bentaher, M. Hbaieb, Aref Maalej, Abdul Mounem Mouazen
Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 1. Finite element simulation. Comput. Electron. Agric. 117 (2015)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Thomas Alexandridis, Boyan Kuang
Data Fusion of Proximal Soil Sensing and Remote Crop Sensing for the Delineation of Management Zones in Arable Crop Precision Farming. HAICTA (2015)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca L. Whetton, Jens Wiebensohn, Abdul Mounem Mouazen
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. EANN (2015)
Ayadi Ibrahmi, Hatem Bentaher, E. Hamza, Aref Maalej, Abdul Mounem Mouazen
Study the effect of tool geometry and operational conditions on mouldboard plough forces and energy requirement: Part 2. Experimental validation with soil bin test. Comput. Electron. Agric. 117 (2015)
Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis
Application of Supervised Self Organising Models for Wheat Yield Prediction. AIAI (2014)
Yücel Tekin, Boyan Kuang, Abdul Mounem Mouazen
Potential of On-Line Visible and Near Infrared Spectroscopy for Measurement of pH for Deriving Variable Rate Lime Recommendations. Sensors 13 (8) (2013)