Projects per year
Personal profile
Research interests
My research projects and interests include vegetation yield and aboveground biomass modelling, environmental weed detection, terrestrial carbon flux modelling, bushfire, and carbon accounting
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):
Education/Academic qualification
PhD, Synthetic Aperture Radar Remote Sensing for Vegetation Monitoring, University of New England
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Collaborations and top research areas from the last five years
Projects
- 3 Active
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CRCNA WSP: Implementation phase - Water Security for Northern Australia Program
Irvine, D., Garcia, E., Kopf, R. K., Davis, J., Sangha, K., Duvert, C., Kyne, P. M., Hutley, L. B., Crabbe, R., Kaestli, M. & Zander, K.
12/04/23 → 30/06/26
Project: Research
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Western Davenport Hydrostratigraphy
Costar, A., Irvine, D., Crabbe, R., University, F. & Love, A.
5/05/23 → 30/04/25
Project: Research
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A review of spaceborne synthetic aperture radar for invasive alien plant research
Shennan, G. & Crabbe, R., Nov 2024, In: Remote Sensing Applications: Society and Environment. 36, p. 1-31 31 p., 101358.Research output: Contribution to journal › Review article › peer-review
Open AccessFile3 Downloads (Pure) -
Improvement of pasture biomass modelling using high-resolution satellite imagery and machine learning
Ogungbuyi, M. G., Guerschman, J., Fischer, A. M., Crabbe, R. A., Ara, I., Mohammed, C., Scarth, P., Tickle, P., Whitehead, J. & Harrison, M. T., Apr 2024, In: Journal of Environmental Management. 356, p. 1-13 13 p., 120564.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)135 Downloads (Pure) -
Applications of geospatial technologies for precision agriculture
Khan, M. R., Crabbe, R. A., Malik, N. A. & O'Meara, L., 1 Jan 2023, Precision Agriculture: Evolution, Insights and Emerging Trends. Elsevier, p. 71-83 13 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Enabling Regenerative Agriculture Using Remote Sensing and Machine Learning
Ogungbuyi, M. G., Guerschman, J. P., Fischer, A. M., Crabbe, R. A., Mohammed, C., Scarth, P., Tickle, P., Whitehead, J. & Harrison, M. T., Jun 2023, In: Land. 12, 6, p. 1-25 25 p., 1142.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)79 Downloads (Pure) -
Spatial analysis of outdoor wet bulb globe temperature under RCP4.5 and RCP8.5 scenarios for 2041–2080 across a range of temperate to hot climates
Hall, A., Horta, A., Khan, M. R. & Crabbe, R. A., Mar 2022, In: Weather and Climate Extremes. 35, p. 1-18 18 p., 100420.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)48 Downloads (Pure)