Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Muhammad Usman is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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Remote sensing based assessment of carbon sequestration in mangrove ecosystems over the Saudi Arabian coast of West Arabian Gulf
Usman, M. (PI), Abu-Mahfouz, I. S. (CoI), Abdallah, A. (CoI) & Shults, R. (CoI)
1/05/24 → 31/12/25
Project: Research
Research output
- 20 Article
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Advancing Tree Species Classification with Multi-Temporal UAV Imagery, GEOBIA, and Machine Learning
Qasim, H., Ding, X., Usman, M., Abbas, S., Shahzad, N., Keshk, H. M., Bilal, M. & Ahmad, U., Sep 2025, In: Geomatics. 5, 3, 42.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Assessing the role of Red-Edge and SWIR bands in urban land cover mapping using machine learning: spectral and spatial resolution trade-offs
Zohaib, Abbas, S., Umar, M., Usman, M., ul Eaza, N., Mahnoor & Abbas, Z. A., Oct 2025, In: GeoJournal. 90, 5, 221.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Characterising the Urban Heat Island in a low-rise indigenous city using remote sensing
Usman, M., Nichol, J. E., Abdallah, A. M. & Bilal, M., Jun 2025, In: Urban Climate. 61, 102433.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Multi-Temporal Remote Sensing Satellite Data Analysis for the 2023 Devastating Flood in Derna, Northern Libya
Shults, R., Farahat, A., Usman, M. & Rahman, M. M., Feb 2025, In: Remote Sensing. 17, 4, 616.Research output: Contribution to journal › Article › peer-review
Open Access -
Refining the Urban Thermal Landscape: Insights from Corrected Emissivity over Indigenous Roof Materials
Nichol, J. E., Usman, M., Fawole, O. G. & Shults, R., Nov 2025, In: Remote Sensing. 17, 21, 3545.Research output: Contribution to journal › Article › peer-review
Open Access