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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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CRCNA WSP: Implementation phase - Water Security for Northern Australia Program
Irvine, D. (Principal Investigator/Chief Investigator A), Garcia, E. (Principal Investigator/Chief Investigator A), Kopf, R. K. (Principal Investigator/Chief Investigator A), Davis, J. (Principal Investigator/Chief Investigator A), Sangha, K. (Principal Investigator/Chief Investigator A), Duvert, C. (Principal Investigator/Chief Investigator A), Kyne, P. M. (Principal Investigator/Chief Investigator A), Hutley, L. B. (Principal Investigator/Chief Investigator A), Crabbe, R. (Principal Investigator/Chief Investigator A), Kaestli, M. (Principal Investigator/Chief Investigator A) & Zander, K. (Principal Investigator/Chief Investigator A)
12/04/23 → 30/06/26
Project: Research
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Measuring the habitat condition of desert and savanna vegetation integrating on-ground biodiversity survey data, drone and satellite remote sensing
Crabbe, R. (Principal Investigator/Chief Investigator A), Legge, S. (Co Investigator/Chief Investigator B) & Murphy, B. (Chief Investigator C)
1/03/24 → 1/03/26
Project: Research
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Western Davenport Hydrostratigraphy
Costar, A. (Principal Investigator/Chief Investigator A), Irvine, D. (Principal Investigator/Chief Investigator A), Crabbe, R. (Principal Investigator/Chief Investigator A), University, F. (Principal Investigator/Chief Investigator A) & Love, A. (Principal Investigator/Chief Investigator 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 AccessFile1 Citation (Scopus)37 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 AccessFile2 Citations (Scopus)175 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
1 Citation (Scopus) -
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 AccessFile5 Citations (Scopus)106 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 AccessFile14 Citations (Scopus)65 Downloads (Pure) -
Investigating the potential of Sentinel-1 to detect varying spatial heterogeneity in pasture cover in grasslands
Crabbe, R. A., Lamb, D. W. & Edwards, C., Jan 2021, In: International Journal of Remote Sensing. 42, 1, p. 254-265 12 p.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Discrimination of species composition types of a grazed pasture landscape using Sentinel-1 and Sentinel-2 data
Crabbe, R. A., Lamb, D. & Edwards, C., Feb 2020, In: International Journal of Applied Earth Observation and Geoinformation. 84, p. 1-12 12 p., 101978.Research output: Contribution to journal › Article › peer-review
Open AccessFile29 Citations (Scopus)45 Downloads (Pure)