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Researcher
Muhammad Abdul Munnaf
Profile
Projects
Publications
Activities
Awards & Distinctions
26
Results
2022
An automated system of soil sensor-based site-specific seeding for silage maize
Muhammad Abdul Munnaf
Abdul Mouazen
C3
Conference
2022
Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon
Yongsheng Hong
Muhammad Abdul Munnaf
Angela Guerrero Castillo
Songchao Chen
Yaolin Liu
Zhou Shi
Abdul Mouazen
A1
Journal Article
in
SOIL & TILLAGE RESEARCH
2022
Management zone-specific N mineralization rate estimation in unamended soil
Farida Yasmin Ruma
Muhammad Abdul Munnaf
Stefaan De Neve
Abdul Mouazen
C1
Conference
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 Castillo
Maria Calera
Anna Osann
Anne Gobin
Tomas Reznik
Dimitrios Moshou
et al.
A1
Journal Article
in
REMOTE SENSING
2022
Potential of vis-NIRS spectroscopy for predicting soil nitrogen mineralization rate
Farida Yasmin Ruma
Muhammad Abdul Munnaf
Stefaan De Neve
Abdul Mouazen
C3
Conference
2022
Removal of external influences from on-line vis-NIR spectra for predicting soil organic carbon using machine learning
Muhammad Abdul Munnaf
Abdul Mouazen
A1
Journal Article
in
CATENA
2022
Site-specific seeding for maize production using management zone maps delineated with multi-sensors data fusion scheme
Muhammad Abdul Munnaf
Geert Haesaert
Abdul Mouazen
A1
Journal Article
in
SOIL & TILLAGE RESEARCH
2022
Site-specific seeding using proximal and remote sensors data fusion
Muhammad Abdul Munnaf
Abdul Mouazen
Marc Van Meirvenne
Geert Haesaert
Dissertation
2022
Spectra transfer based learning for predicting and classifying soil texture with short-ranged Vis-NIRS sensor
Muhammad Abdul Munnaf
Abdul Mouazen
U
Journal Article
in
Soil and Tillage Research
2022
2021
A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy
Muhammad Abdul Munnaf
Angela Guerrero Castillo
Said Nawar
Geert Haesaert
Marc Van Meirvenne
Abdul Mouazen
A1
Journal Article
in
SOIL & TILLAGE RESEARCH
2021
Clustering-based fusion of proximal and remote sensors data for potato production
Muhammad Abdul Munnaf
Marc Van Meirvenne
Abdul Mouazen
C3
Conference
2021
Development of a soil fertility index using on-line Vis-NIR spectroscopy
Muhammad Abdul Munnaf
Abdul Mouazen
A1
Journal Article
in
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2021
Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes
Seyed Hamed Javadi
Muhammad Abdul Munnaf
Abdul Mouazen
A1
Journal Article
in
GEODERMA
2021
Map-based site-specific seeding of seed potato production by fusion of proximal and remote sensing data
Muhammad Abdul Munnaf
Geert Haesaert
Abdul Mouazen
A1
Journal Article
in
SOIL & TILLAGE RESEARCH
2021
Map-based site-specific seeding of seed potatoes by fusion of proximal and remote sensing data
Muhammad Abdul Munnaf
Geert Haesaert
Marc Van Meirvenne
Abdul Mouazen
C1
Conference
2021
Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production
Muhammad Abdul Munnaf
Geert Haesaert
Marc Van Meirvenne
Abdul Mouazen
A1
Journal Article
in
PRECISION AGRICULTURE
2021
Optimising site-specific potato seeding rates for maximum yield and profitability
Muhammad Abdul Munnaf
Abdul Mouazen
A1
Journal Article
in
BIOSYSTEMS ENGINEERING
2021
Removal of external influences from on-line Vis-NIR spectral data for predicting soil organic carbon : comparison of spectra transfer vs orthogonalization methods
Muhammad Abdul Munnaf
Abdul Mouazen
C3
Conference
2021
2020
Machine learning based on-line prediction of soil organic carbon after removal of soil moisture effect
Said Nawar
Muhammad Abdul Munnaf
Abdul Mouazen
A1
Journal Article
in
REMOTE SENSING
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 Mouazen
A1
Journal Article
in
COMPUTERS AND ELECTRONICS IN AGRICULTURE
2020
Site-specific seeding using multi-sensor and data fusion techniques : a review
Muhammad Abdul Munnaf
Geert Haesaert
Marc Van Meirvenne
Abdul Mouazen
A1
Journal Article
in
ADVANCES IN AGRONOMY
2020
2019
Can on-line measurement accuracy of soil properties be improved by means of hybrid laboratory and on-line vis-NIR scanned spectra?
Muhammad Abdul Munnaf
Said Nawar
Geert Haesaert
Marc Van Meirvenne
Abdul Mouazen
C3
Conference
2019
Design, fabrication and performance evaluation of a small drum type potato grader
Nazmul Huda
Kamal Uddin Sarker
Muhammad Abdul Munnaf
A2
Journal Article
in
CIGR JOURNAL
2019
Estimation of secondary soil properties by fusion of laboratory and on-line measured vis-NIR spectra
Muhammad Abdul Munnaf
Said Nawar
Abdul Mouazen
A1
Journal Article
in
REMOTE SENSING
2019
2014
Techno-economic performance of imported kukje self-propelled rice transplanter
Muhammad Abdul Munnaf
MM Hossain
Farida Yasmin Ruma
A2
Journal Article
in
JOURNAL OF THE BANGLADESH AGRICULTURAL UNIVERSITY
2014
2012
Modeling of climate change impacts on agriculture, forestry and fishery
B.K. Bala
Muhammad Abdul Munnaf
Farida Yasmin Ruma
M.S. Alam
A2
Journal Article
in
SCIENCE VISION
2012