Muhammad Abdul Munnaf

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

S. Hamed Javadi, Muhammad Abdul Munnaf, Abdul Mounem Mouazen · Geoderma · 2020 · 82 citations · Full text

Soil Characterization, Xrf Spectra, Biogeochemistry +14

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

Muhammad Abdul Munnaf, Angela Guerrero, Said Nawar et al. · Soil and Tillage Research · 2020 · 78 citations · Full text

Soil Property, Precision Agriculture, Environmental Monitoring +10

Machine Learning Based On-Line Prediction of Soil Organic Carbon after Removal of Soil Moisture Effect

Said Nawar, Muhammad Abdul Munnaf, Abdul Mounem Mouazen · Remote Sensing · 2020 · 75 citations · Full text

Environmental Monitoring, Engineering, Soil Organic Matter +19

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

Muhammad Abdul Munnaf, Abdul Mounem Mouazen · CATENA · 2022 · 74 citations · Full text

Carbon Sequestration, Environmental Chemistry, Environmental Monitoring +9

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

Yongsheng Hong, Muhammad Abdul Munnaf, Angela Guerrero et al. · Soil and Tillage Research · 2021 · 62 citations · Full text

Organic Geochemistry, Carbon Sequestration, Precision Agriculture +12