Expertise
Agricultural and Biological Sciences
- Fall armyworm
- Sentinel-2 Satellite
- Remote Sensing
- Learning System
- Machine Learning
Earth and Planetary Sciences
- Sentinel-1
- Sentinel-2
- Vegetation Index
Organisations
Publications
2026
Remote sensing of maize physiological and nutrient dynamics in response to Fall Armyworm infestation (2026)In ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences: XXV ISPRS Congress 2026 “From Imagery to Understanding”, Commission III (pp. 973-979) (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Dzurume, T., Darvishzadeh, R., Dube, T., Isleem, W. R. S., Ibrahim, I. & Nelson, A. D.https://doi.org/10.5194/isprs-annals-XI-3-2026-973-2026
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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