Research output per year
Research output per year
Personal profile
Research interests
Proximal (Bio)Sensors, Agrotechnology, Remote sensing, Multivariate analysis, Near-infrared spectroscopy - NIRS, Crop growth models, Gamma spectrometry, Geostatistics, Sensors, Soil fertility management, Soil variability, Spatial variation, Precision agriculture, Machine learning, Multisensory integration, Deep learning, Digital agriculture
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Photoacoustic fourier transform mid-infrared spectroscopy estimates plant-available phosphorus in bio-based fertilizers and amended soils
Wali, K., Munnaf, M. A., Sica, P., van Henten, E. J. & Meers, E., 1 Sept 2025, In: Measurement: Journal of the International Measurement Confederation. 253, 117651.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
A novel on-line dual sensing system for soil property measurement and mapping
Oladipupo, R. A., Munnaf, M. A., Sanganta, P., Borundia, A. & Mouazen, A. M., Dec 2024, In: Smart Agricultural Technology. 9, 100640.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Micro-Near-Infrared (Micro-NIR) sensor for predicting organic carbon and clay contents in agricultural soil
Liu, J., Munnaf, M. A. & Mouazen, A. M., Oct 2024, In: Soil and Tillage Research. 242, 106155.Research output: Contribution to journal › Article › Academic › peer-review
2 Citations (Scopus) -
Robot driven combined site-specific maize seeding and N fertilization: An agro-economic investigation
Munnaf, M. A., Wang, Y. & Mouazen, A. M., Apr 2024, In: Computers and Electronics in Agriculture. 219, 108761.Research output: Contribution to journal › Article › Academic › peer-review
4 Citations (Scopus) -
Visible and near infrared spectroscopy for predicting soil nitrogen mineralization rate: Effect of incubation period and ancillary soil properties
Ruma, F. Y., Munnaf, M. A., De Neve, S. & Mouazen, A. M., Feb 2024, In: Catena. 235, 107649.Research output: Contribution to journal › Article › Academic › peer-review
4 Citations (Scopus)
Projects
- 2 Active
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Soft and Biodegradable Sensing Technologies for Precision Soil and Crop Management
Umale, A. (PhD candidate), van Henten, E. (Promotor), Munnaf, A. (Co-promotor) & Sun, C. (Co-promotor)
1/05/24 → …
Project: PhD
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Development and assessment evaluation of spectroscopic techniques and advanced analysis methods for characterization of bio-based fertilizers
Wali, K. (PhD candidate), van Henten, E. (Promotor) & Munnaf, A. (Co-promotor)
1/10/20 → …
Project: PhD