Expertises
Earth and Planetary Sciences
- Sentinel-2
- Corn
- Bangladesh
- Vegetation Index
- Machine Learning
- Reflectance
Agricultural and Biological Sciences
- Fall armyworm
- Maize
Organisaties
Publicaties
2025
Synergistic use of Sentinel-1 and Sentinel-2 data for Fall Armyworm infestation detection and mapping in maize croplands (2025)International journal of remote sensing, 46(19), 7044-7076. Dzurume, T., Darvishzadeh, R., Dube, T., Babu, T. S. A., Billah , M., Alam, S. N., Mustafa Kamal, M., Harun-Or-Rashid, M., Biswas, B. C., Ashraf Uddin, M., Abdul Muyeed, M., Mostafizur Rahman Shah, M., Krupnik, T. J. & Nelson, A. D.https://doi.org/10.1080/01431161.2025.2546155Detecting the invisible enemy in maize: Machine learning classification of fall armyworm damage in maize (2025)[Contribution to conference › Poster] Living Planet Symposium 2025. Dzurume, T., Darvishzadeh, R., Dube, T., Babu, T. S. A., Billah , M., Alam, S. N., Kamal, M., Harun-Or-Rashid, M., Biswas, B. C., Ashraf Uddin, M., Abdul Muyeed, M., Mostafizur Rahman Shah, M., Krupnik, T. J. & Nelson, A. D.Detection of Fall Armyworm infestation in maize fields during vegetative growth stages using temporal Sentinel-2 (2025)International Journal of Applied Earth Observation and Geoinformation (JAG), 139, 1-17. Article 104516. Dzurume, T., Darvishzadeh, R., Dube, T., Babu, T. S. A., Billah, M., Alam, S. N., Mustafa Kamal, M., Harun-Or-Rashid, M., Biswas, B. C., Ashraf Uddin, M., Abdul Muyeed, M., Mostafizur Rahman Shah, M., Krupnik, T. J. & Nelson, A. D.https://doi.org/10.1016/j.jag.2025.104516
2024
Understanding the changes in Maize canopy structure caused by Fall Armyworm (J.E. Smith, Spodoptera frugiperda) using field hyperspectral spectroscopy measurements (2024)[Contribution to conference › Poster] 13th EARSeL Workshop on Imaging Spectroscopy 2024. Dzurume, T., Darvishzadeh, R., Dube, T. & Nelson, A. D.
2023
Understanding fall armyworm infestation in maize fields of Bangladesh using temporal Sentinel-2 data (2023)[Contribution to conference › Abstract] 12th International Congress of Plant Pathology, ICPP 2023<br/><br/>. Dzurume, T., Darvishzadeh, R., Krupnik, J., Babu, T., Rahman, A., Billah , M., Syed, N., Kamal, M. & Nelson, A. D.https://www.icpp2023.org/programme/abstracts-book
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