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
- 4 Active
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Development and implementation of a regional monitoring program for the Beetaloo region
Andersen, A. (Principal Investigator/Chief Investigator A), Banks, S. (Co Investigator/Chief Investigator B), Irvine, D. (Chief Investigator C), Piggott, M. (Chief Investigator D), Garcia, E. (Chief Investigator E), Crabbe, R. (Chief Investigator F) & Yates, C. (Chief Investigator G)
27/03/25 → 31/03/26
Project: Research
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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 → 30/04/26
Project: Research
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A preliminary investigation of the potential of an all-weather satellite to discriminate dual-purpose crops
Theron, J., Crabbe, R. A., Horta, A. & McGrath, S., 5 Nov 2025, In: Crop and Pasture Science. 76, 11, p. 1-13 13 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Integrating Indigenous Knowledge, Multi-Sensor Remote Sensing, and Machine Learning for Mapping Wetlands in Northern Australia
Mollick, P., De Mello, K., Irvine, D., Garcia, E., dos Santos Junior, E. R., Malak Malak Rangers & Crabbe, R. A., 2025, (Submitted) In: Remote Sensing Applications: Society and Environment.Research output: Contribution to journal › Article › peer-review
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Investigating the Potential for the Detection of African Lovegrass and Bitou Bush Using SkySat Earth Observation Satellites
Crabbe, R. A., Shennan, G. & Kelly, J. E., Nov 2025, In: Weed Research. 65, 6, p. 1-13 13 p., e70038.Research output: Contribution to journal › Article › peer-review
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Using vegetation indices from nanosatellites for timely prediction of pasture biomass
Ogungbuyi, M. G., Guerschman, J., Fischer, A. M., Mohammed, C., Crabbe, R. A. & Harrison, M. T., Sept 2025, In: Total Environment Advances. 15, p. 1-17 17 p., 200130.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure) -
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 AccessFile6 Citations (Scopus)152 Downloads (Pure) -
Defining thresholds to protect groundwater-dependent vegetation: Ecohydrology
Irvine, D. J. & Crabbe, R. A., Apr 2024, In: Nature Water. 2, 4, p. 306-307 2 p.Research output: Contribution to journal › Comment/debate › peer-review
2 Citations (Scopus) -
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 AccessFile17 Citations (Scopus)270 Downloads (Pure)
Press/Media
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CDU, Environs Kimberley Get Funding for Drone Habitat Monitoring
13/03/24
1 item of Media coverage
Press/Media: Research
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New Funding Will See CDU and Environs Kimberley Use Drones to Help Monitor Desert and Savanna Habitat
14/03/24
1 item of Media coverage
Press/Media: Research