Site-specific seeding using multi-sensor and data fusion techniques: A review MA Munnaf, G Haesaert, M Van Meirvenne, AM Mouazen Academic Press, 2019 | 76 | 2019 |
Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes SH Javadi, MA Munnaf, AM Mouazen Geoderma 385, 114851, 2021 | 64 | 2021 |
Machine learning based on-line prediction of soil organic carbon after removal of soil moisture effect S Nawar, M Abdul Munnaf, AM Mouazen Remote Sensing 12 (8), 1308, 2020 | 63 | 2020 |
A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy MA Munnaf, A Guerrero, S Nawar, G Haesaert, M Van Meirvenne, ... Soil and Tillage Research 205, 104808, 2020 | 60 | 2020 |
Estimation of secondary soil properties by fusion of laboratory and on-line measured Vis–NIR spectra M Abdul Munnaf, S Nawar, AM Mouazen Remote Sensing 11 (23), 2819, 2019 | 50 | 2019 |
Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon Y Hong, MA Munnaf, A Guerrero, S Chen, Y Liu, Z Shi, AM Mouazen Soil and Tillage Research 217, 105284, 2022 | 44 | 2022 |
Removal of external influences from on-line vis-NIR spectra for predicting soil organic carbon using machine learning MA Munnaf, AM Mouazen Catena 211, 106015, 2022 | 42 | 2022 |
Development of a soil fertility index using on-line Vis-NIR spectroscopy MA Munnaf, AM Mouazen Computers and Electronics in Agriculture 188, 106341, 2021 | 39 | 2021 |
Map-based site-specific seeding of seed potato production by fusion of proximal and remote sensing data MA Munnaf, G Haesaert, AM Mouazen Soil and Tillage Research 206, 104801, 2021 | 30 | 2021 |
Map-based site-specific seeding of consumption potato production using high-resolution soil and crop data fusion MA Munnaf, G Haesaert, M Van Meirvenne, AM Mouazen Computers and Electronics in Agriculture 178, 105752, 2020 | 28 | 2020 |
Site-specific seeding for maize production using management zone maps delineated with multi-sensors data fusion scheme MA Munnaf, G Haesaert, AM Mouazen Soil and Tillage Research 220, 105377, 2022 | 25 | 2022 |
Spectra transfer based learning for predicting and classifying soil texture with short-ranged Vis-NIRS sensor MA Munnaf, AM Mouazen Soil and Tillage Research 225, 105545, 2023 | 22 | 2023 |
Techno-economic performance of imported kukje self-propelled rice transplanter MA Munnaf, MM Hossain, FY Ruma Journal of the Bangladesh Agricultural University 12 (1), 161-166, 2014 | 21 | 2014 |
Spectra fusion of mid-infrared (MIR) and X-ray fluorescence (XRF) spectroscopy for estimation of selected soil fertility attributes LM Kandpal, MA Munnaf, C Cruz, AM Mouazen Sensors 22 (9), 3459, 2022 | 20 | 2022 |
Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production MA Munnaf, G Haesaert, M Van Meirvenne, AM Mouazen Precision Agriculture 22 (6), 1890-1917, 2021 | 20 | 2021 |
Optimising site-specific potato seeding rates for maximum yield and profitability MA Munnaf, AM Mouazen Biosystems Engineering 212, 126-140, 2021 | 9 | 2021 |
An automated system of soil sensor-based site-specific seeding for silage maize: A proof of concept MA Munnaf, AM Mouazen Computers and Electronics in Agriculture 209, 107872, 2023 | 8 | 2023 |
Mapping soil properties with fixed rank kriging of proximally sensed soil data fused with Sentinel-2 biophysical parameter N Karapetsas, TK Alexandridis, G Bilas, MA Munnaf, AP Guerrero, ... Remote Sensing 14 (7), 1639, 2022 | 7 | 2022 |
Selection of suitable tillage pattern for fuel economy S Sarkar, MS Mahmud, ABMH Kabir, MKU Sarker, MA Munnaf Research Journal of Agriculture and Forestry Sciences …, 2016 | 7 | 2016 |
Machine learning based on-line prediction of soil organic carbon after removal of soil moisture effect. Remote Sens. 12, 1308 S Nawar, M Abdul Munnaf, AM Mouazen | 6 | 2020 |