NW
N K Wijewardane
Mississippi State University, University of Nebraska–Lincoln, University of Peradeniya Postgraduate Institute of Agriculture, University of Peradeniya
Research areas: Agricultural and Biological Sciences · Plant Science · Spectroscopy and Chemometric Analyses · Remote Sensing in Agriculture · Smart Agriculture and AI
0000-0001-8962-9451
Employment
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Mississippi State University Assistant Professor2021 - Present
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University of Nebraska-Lincoln Post-doctoral Research Associate2019 - 2021
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University of Nebraska-Lincoln Graduate Research Assistant2014 - 2019
Education
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University of Nebraska-Lincoln PhD in Biological Engineering2016 - 2019
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University of Nebraska-Lincoln Masters in Agricultural and Biological Systems Engineering2014 - 2016
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University of Peradeniya Postgraduate Institute of Agriculture Master of Science2010 - 2013
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University of Peradeniya Agricultural Technology and Management2006 - 2010
Projects & Funding
Projects & funding information is unavailable.
Publications (54)
- Explainable machine learning for predicting POXC and organic carbon from mid-infrared spectra under varying soil scanning conditions Save
- Unlock Soil Spectra: Moisture Impact and Correction of Visible, Near and Mid Infrared Spectra From Airdry to Field‐Wet Save
- Physiological and spectral responses of Centella asiatica (L.) to drought stress: Implications for growth, yield, stress monitoring, and modeling Save
- Smartphone-based high-fidelity 3D semantic segmentation of finger millet panicles using 3D Gaussian splatting for automated phenotyping and yield estimation Save
- Spectroscopy-based models outperform pedotransfer functions for estimating soil hydraulic properties Save
- Visible-near infrared and mid infrared spectroscopy for rapid nutrient profiling: a comparative assessment and model transferability using fresh and dry-ground plant tissues in cotton Save
- Drought and low nitrogen impact on finger millet yield and grain nutrition Save
- Comparative Analysis of Raw and Preprocessed Vis–NIR and MIR Spectra for Soil Property Estimation Save
- Can we use visible-near infrared and mid infrared spectroscopy as a tool for wetland soil identification? Save
- Calibrated PATH-Based Modeling and Overlapping Cylindrical Voxelization for Maize LAI Mapping Using UAS-LiDAR Save
- Physics-Guided Differentiable PROSPECT-DNN Model for Inversion of Maize Leaf Biochemistry Save
- Deep Transfer Learning for UAV-Based Cross-Crop Yield Prediction in Root Crops Save
- Beyond flips and rotations: evaluating NeRF and 3DGS-based synthetic view augmentation: A case study of detecting visual skinning damage on sweetpotato storage roots Save
- Recovery response of soybean to waterlogging during the flowering and early-seed filling stages Save
- Application of calibration transfer techniques between different mid‐infrared spectrometers/modules to improve accuracy in estimating soil properties Save
- Assessment of different VisNIR and MIR spectroscopic techniques and the potential of calibration transfer between MIR laboratory and portable instruments to estimate soil properties Save
- Climate-Resilient Crops: Integrating AI, Multi-Omics, and Advanced Phenotyping to Address Global Agricultural and Societal Challenges Save
- Nondestructive detection of sweet potato leaf curl virus using 3D laser imaging combined with deep learning Save
- Sweetpotato moisture content and textural property estimation using hyperspectral imaging and machine learning Save
- Context-Aware Deep Learning Model for Yield Prediction in Potato Using Time-Series UAS Multispectral Data Save