Research Explorer

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Researcher

Muhammad Abdul Munnaf

Publications & Research Data

Awards & Distinctions

36 Results

2024

A novel on-line dual sensing system for soil property measurement and mapping

Rukayat OladipupoMuhammad Abdul MunnafParsat SangantaAjit BorundiaAbdul Mouazen

A2 Journal Article in SMART AGRICULTURAL TECHNOLOGY

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

Muhammad Abdul MunnafYongjing WangAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Visible and near infrared spectroscopy for predicting soil nitrogen mineralization rate : effect of incubation period and ancillary soil properties

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in CATENA

Visible-to-near-infrared spectroscopy for prediction of soil nitrogen mineralization after sample stratification by textural homogeneity criteria

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

2023

A novel approach to map-sensor-based site-specific nitrogen fertilisation in winter wheat

Muhammad Abdul MunnafA. G. CastilloAbdul Mouazen

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

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Management zone-specific N mineralization rate estimation in unamended soil

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Precision nitrogen fertilization for opium poppy using combined proximal and remote sensor data fusion

Muhammad Abdul MunnafAngela GuerreroMaria CaleraAbdul Mouazen

A1 Journal Article in REMOTE SENSING

Spectra transfer based learning for predicting and classifying soil texture with short-ranged Vis-NIRS sensor

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Visible and near-infrared diffuse reflectance spectra for predicting soil nitrogen mineralisation rate

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Within-field spatial variability and potential for profitability of variable rate applications

Mingyi ZhaoAngela Patricia Guerrero CastilloMuhammad Abdul MunnafLudwig LauwersAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

2022

An automated system of soil sensor-based site-specific seeding for silage maize

Muhammad Abdul MunnafAbdul Mouazen

Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon

Yongsheng HongMuhammad Abdul MunnafAngela Patricia Guerrero CastilloSongchao ChenYaolin LiuZhou ShiAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Management zone-specific N mineralization rate estimation in unamended soil

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Mapping soil properties with fixed rank kriging of proximally sensed soil data fused with Sentinel-2 biophysical parameter

Nikolaos KarapetsasThomas K. AlexandridisGeorge BilasMuhammad Abdul MunnafAngela Patricia Guerrero CastilloMaria CaleraAnna OsannAnne GobinTomas ReznikDimitrios Moshou et al.

A1 Journal Article in REMOTE SENSING

Potential of vis-NIRS spectroscopy for predicting soil nitrogen mineralization rate

Farida Yasmin RumaMuhammad Abdul MunnafStefaan De NeveAbdul Mouazen

Removal of external influences from on-line vis-NIR spectra for predicting soil organic carbon using machine learning

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in CATENA

Site-specific seeding for maize production using management zone maps delineated with multi-sensors data fusion scheme

Muhammad Abdul MunnafGeert HaesaertAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Site-specific seeding using proximal and remote sensors data fusion

Muhammad Abdul MunnafAbdul MouazenMarc Van MeirvenneGeert Haesaert

2021

A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy

Muhammad Abdul MunnafAngela Patricia Guerrero CastilloSaid NawarGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Clustering-based fusion of proximal and remote sensors data for potato production

Muhammad Abdul MunnafMarc Van MeirvenneAbdul Mouazen

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

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Fusion of Vis-NIR and XRF spectra for estimation of key soil attributes

Seyed Hamed JavadiMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in GEODERMA

Map-based site-specific seeding of seed potato production by fusion of proximal and remote sensing data

Muhammad Abdul MunnafGeert HaesaertAbdul Mouazen

A1 Journal Article in SOIL & TILLAGE RESEARCH

Map-based site-specific seeding of seed potatoes by fusion of proximal and remote sensing data

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in PRECISION AGRICULTURE

Optimising site-specific potato seeding rates for maximum yield and profitability

Muhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in BIOSYSTEMS ENGINEERING

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 MunnafAbdul Mouazen

2020

Machine learning based on-line prediction of soil organic carbon after removal of soil moisture effect

Said NawarMuhammad Abdul MunnafAbdul Mouazen

A1 Journal Article in REMOTE SENSING

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

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in COMPUTERS AND ELECTRONICS IN AGRICULTURE

Site-specific seeding using multi-sensor and data fusion techniques : a review

Muhammad Abdul MunnafGeert HaesaertMarc Van MeirvenneAbdul Mouazen

A1 Journal Article in ADVANCES IN AGRONOMY

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 MunnafSaid NawarGeert HaesaertMarc Van MeirvenneAbdul Mouazen

Design, fabrication and performance evaluation of a small drum type potato grader

Nazmul HudaKamal Uddin SarkerMuhammad Abdul Munnaf

A2 Journal Article in CIGR JOURNAL

Estimation of secondary soil properties by fusion of laboratory and on-line measured vis-NIR spectra

Muhammad Abdul MunnafSaid NawarAbdul Mouazen

A1 Journal Article in REMOTE SENSING

2014

Techno-economic performance of imported kukje self-propelled rice transplanter

Muhammad Abdul MunnafMM HossainFarida Yasmin Ruma

A2 Journal Article in JOURNAL OF THE BANGLADESH AGRICULTURAL UNIVERSITY

2012

Modeling of climate change impacts on agriculture, forestry and fishery

B.K. BalaMuhammad Abdul MunnafFarida Yasmin RumaM.S. Alam

A2 Journal Article in SCIENCE VISION