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ORCIDAbdul Mounem Mouazen
Person information
- affiliation: Ghent University, Faculty of Bioscience Engineering, Ghent, Belgium
- affiliation: Cranfield University, Cranfield Soil and AgriFood Institute, Cranfield, UK
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2020 – today
- 2024
[j46]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: 108761 (2024)- [j45]Jian Zhang, Ajit Borundia, Abdul M. Mouazen:
Map-sensor-based site-specific manure application in wheat. Comput. Electron. Agric. 219: 108764 (2024) - [j44]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: 109329 (2024) - [i1]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:
GloSIS: The Global Soil Information System Web Ontology. CoRR abs/2403.16778 (2024) - 2023
- [j43]George Archbold, Carlos Parra, Henry Carrillo, Abdul M. Mouazen:
Towards the implementation of ISFET sensors for in-situ and real-time chemical analyses in soils: A practical review. Comput. Electron. Agric. 209: 107828 (2023) - [j42]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: 107872 (2023) - [j41]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): 1712 (2023) - [j40]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): 5442 (2023) - 2022
- [j39]Angela Guerrero, S. Hamed Javadi, Abdul M. Mouazen:
Automatic detection of quality soil spectra in an online vis-NIR soil sensor. Comput. Electron. Agric. 196: 106857 (2022) - [j38]Muhammad Baraa Almoujahed, Aravind Krishnaswamy Rangarajan, Rebecca Louise Whetton, Vincke Damien, Eylenbosch Damien, Philippe Vermeulen, Abdul M. Mouazen:
Detection of fusarium head blight in wheat under field conditions using a hyperspectral camera and machine learning. Comput. Electron. Agric. 203: 107456 (2022) - [j37]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: 118240 (2022) - [j36]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): 1639 (2022) - [j35]S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen:
Clustering and Smoothing Pipeline for Management Zone Delineation Using Proximal and Remote Sensing. Sensors 22(2): 645 (2022) - [j34]Lalit Mohan Kandpal, Muhammad Abdul Munnaf, Cristina Cruz, Abdul M. Mouazen:
Spectra Fusion of Mid-Infrared (MIR) and X-ray Fluorescence (XRF) Spectroscopy for Estimation of Selected Soil Fertility Attributes. Sensors 22(9): 3459 (2022) - 2021
- [j33]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: 106088 (2021) - [j32]Ernest Afriyie, Ann Verdoodt, Abdul M. Mouazen:
Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices. Comput. Electron. Agric. 187: 106229 (2021) - [j31]Muhammad Abdul Munnaf, Abdul Mounem Mouazen:
Development of a soil fertility index using on-line Vis-NIR spectroscopy. Comput. Electron. Agric. 188: 106341 (2021) - [j30]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: 106453 (2021) - [j29]S. Hamed Javadi, Angela Guerrero, Abdul M. Mouazen:
Source localization in resource-constrained sensor networks based on deep learning. Neural Comput. Appl. 33(9): 4217-4228 (2021) - [j28]Abdul Mounem Mouazen, Zhou Shi:
Estimation and Mapping of Soil Properties Based on Multi-Source Data Fusion. Remote. Sens. 13(5): 978 (2021) - [j27]Simon Appeltans, Jan G. Pieters, Abdul M. Mouazen:
Detection of Leek Rust Disease under Field Conditions Using Hyperspectral Proximal Sensing and Machine Learning. Remote. Sens. 13(7): 1341 (2021) - [j26]S. Hamed Javadi, Abdul M. Mouazen:
Data Fusion of XRF and Vis-NIR Using Outer Product Analysis, Granger-Ramanathan, and Least Squares for Prediction of Key Soil Attributes. Remote. Sens. 13(11): 2023 (2021) - [j25]Abdul M. Mouazen, Felix Nyarko, Muhammad Qaswar, Gergely Tóth, Anne Gobin, Dimitrios Moshou:
Spatiotemporal Prediction and Mapping of Heavy Metals at Regional Scale Using Regression Methods and Landsat 7. Remote. Sens. 13(22): 4615 (2021) - [j24]Simon Appeltans, Orly Enrique Apolo-Apolo, Jaime Nolasco Rodríguez-Vázquez, Manuel Pérez-Ruiz, Jan G. Pieters, Abdul M. Mouazen:
The Automation of Hyperspectral Training Library Construction: A Case Study for Wheat and Potato Crops. Remote. Sens. 13(23): 4735 (2021) - [j23]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): 148 (2021) - [j22]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:
Towards the Development and Verification of a 3D-Based Advanced Optimized Farm Machinery Trajectory Algorithm. Sensors 21(9): 2980 (2021) - 2020
- [j21]Muhammad Abdul Munnaf, Geert Haesaert, Marc Van Meirvenne, Abdul M. Mouazen:
Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion. Comput. Electron. Agric. 178: 105752 (2020) - [j20]Andrés Muñoz, Jaehwa Park, Abdul M. Mouazen, Josenalde Barbosa De Oliveira, Dimitrios Moshou:
Smart environments and ambient intelligence in agricultural and environmental technology. J. Ambient Intell. Smart Environ. 12(5): 377-378 (2020) - [j19]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): 620 (2020) - [j18]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): 963 (2020) - [j17]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): 1308 (2020) - [j16]Simon Appeltans, Angela Guerrero, Said Nawar, Jan G. Pieters, Abdul M. Mouazen:
Practical Recommendations for Hyperspectral and Thermal Proximal Disease Sensing in Potato and Leek Fields. Remote. Sens. 12(12): 1939 (2020) - [j15]Lu Xu, Yongsheng Hong, Yu Wei, Long Guo, Tiezhu Shi, Yi Liu, Qinghu Jiang, Teng Fei, Yaolin Liu, Abdul M. Mouazen, Yiyun Chen:
Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection. Remote. Sens. 12(20): 3394 (2020)
2010 – 2019
- 2019
- [j14]Ahmed Abed Gatea Al-Shammary, Abbas Z. Kouzani, Abdul M. Mouazen:
Experimental investigation of a digital electromechanical system to measure soil bulk density in a silty clay soil under different solarisation practices. Comput. Electron. Agric. 166 (2019) - [j13]Ynse Declercq, Nele Delbecque, Johan De Grave, Philippe De Smedt, Peter Finke, Abdul M. Mouazen, Said Nawar, Dimitri Vandenberghe, Marc Van Meirvenne, Ann Verdoodt:
A Comprehensive Study of Three Different Portable XRF Scanners to Assess the Soil Geochemistry of An Extensive Sample Dataset. Remote. Sens. 11(21): 2490 (2019) - [j12]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): 2819 (2019) - 2018
- [j11]Said Nawar, Abdul M. Mouazen:
Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy. Comput. Electron. Agric. 151: 469-477 (2018) - [j10]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: 485-491 (2018) - [j9]Rebecca Louise Whetton, Toby W. Waine, Abdul M. Mouazen:
Evaluating management zone maps for variable rate fungicide application and selective harvest. Comput. Electron. Agric. 153: 202-212 (2018) - 2017
- [j8]Rebecca Louise 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: 127-136 (2017) - [j7]Said Nawar, Abdul M. Mouazen:
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. Sensors 17(10): 2428 (2017) - [c4]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: 29-38 - 2016
- [j6]Xanthoula Eirini Pantazi, Dimitrios Moshou, Thomas Alexandridis, Rebecca Louise Whetton, Abdul Mounem Mouazen:
Wheat yield prediction using machine learning and advanced sensing techniques. Comput. Electron. Agric. 121: 57-65 (2016) - [j5]Krisztián Kotrocz, Abdul Mounem Mouazen, György Kerényi:
Numerical simulation of soil-cone penetrometer interaction using discrete element method. Comput. Electron. Agric. 125: 63-73 (2016) - [j4]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: 131-140 (2016) - 2015
- [j3]Ayadi Ibrahmi, Hatem Bentaher, M. Hbaieb, Aref Y. 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: 258-267 (2015) - [j2]Ayadi Ibrahmi, Hatem Bentaher, E. Hamza, Aref Y. 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: 268-275 (2015) - [c3]Xanthoula Eirini Pantazi, Dimitrios Moshou, Antonios Morellos, Rebecca Louise Whetton, Jens Wiebensohn, Abdul Mounem Mouazen:
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps. EANN 2015: 119-126 - [c2]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: 765-776 - 2014
- [c1]Xanthoula Eirini Pantazi, Dimitrios Moshou, Abdul Mounem Mouazen, Boyan Kuang, Thomas Alexandridis:
Application of Supervised Self Organising Models for Wheat Yield Prediction. AIAI 2014: 556-565 - 2013
- [j1]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): 10177-10190 (2013)
Coauthor Index
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