Research output per year
Research output per year
Personal profile
Personal profile
Currently Involved in research at Charles Sturt University.
Personal profile
I am an academic and researcher working in livestock management and biosecurity within agricultural and environmental systems. Biosecurity is becoming more important to the environments in which we work and live and impacts both production and sustainability. My collaborative research spans the nexus between livestock and plants in both agricultural and environmental contexts. This includes impacts from invasive plant and animal species and their management and the interactions between them within an agricultural context.
I have worked significantly in the extensive livestock industries space, in weed management and remote sensing and am currently working to investigate impacts and management of feral livestock and how they can be used as a resource within agricultural and environmental contexts.
Personal profile
Research Interests
- Dispersal of weed seeds by animals (zoochory)
- High rainfall / Cool climate environments
- Remote detection of weeds
- The impacts of ungulates on plant biodiversity and weed populations
- The impacts of weeds on livestock production
- Integrated management of invasive weeds and feral livestock
- Control/harvest methods for feral livestock
- Meat quality aspects of wild harvested protein sources
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
Agriculture, PhD, Seed contamination in sheep carcasses by barley grass: An analysis of prevalence, management and economic impact, Charles Sturt University
Award Date: 23 Dec 2020
Education, Graduate Diploma in Education, University of Western Sydney
2001
Award Date: 03 Apr 2002
Agriculture, Bachelor Of Science in Agriculture (Honours), University of Sydney
1997 → 2000
Award Date: 23 May 2001
External positions
2021, Australian National Field Days committee
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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
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African Lovegrass Segmentation with Artificial Intelligence Using UAS-based Multispectral and Hyperspectral Imagery
Keerthinathan, P., Amarasingam, N., Kelly, J. E., Mandel, N., Dehaan, R. L., Zheng, L., Hamilton, G. & Gonzalez, F., Jul 2024, In: Remote Sensing. 16, 13, p. 1-24 24 p., 2363.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Downloads (Pure) -
Bitou bush detection and mapping using UAV-based multispectral and hyperspectral imagery and artificial intelligence
Amarasingam, N., Kelly, J. E., Sandino , J., Hamilton, M., Gonzalez, F., Dehaan, R. L., Zheng, L. & Cherry, H., Apr 2024, In: Remote Sensing Applications: Society and Environment. 34, 44 p., 101151.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)58 Downloads (Pure) -
Autonomous detection of mouse-ear hawkweed using drones, multispectral imagery and supervised machine learning
Amarasingam, N., Hamilton, M., Kelly, J. E., Zheng, L., Sandino Mora, J., Gonzalez, F., Dehaan, R. L. & Cherry, H., Mar 2023, In: Remote Sensing. 15, 6, 1633.Research output: Contribution to journal › Article › peer-review
Open AccessFile12 Citations (Scopus)103 Downloads (Pure) -
Remote tiny weeds detection
Zheng, L., Rahaman, D. M. M., Hamilton, M., Dehaan, R., Gonzalez, F., Kelly, J. & Cherry, H., Apr 2023, Image and Video Technology: 10th Pacific-Rim Symposium, PSIVT 2022, Virtual Event, November 12–14, 2022, Proceedings. Wang, H., Manoranjan, P., Luk Chan, K., Ping, G., Lin, W., Xiao, G., Wang, X. & Jiang, H. (eds.). Virtual: Springer, Vol. 13763. p. 159-171 13 p. (Lecture Notes in Computer Science; vol. 13763).Research output: Book chapter/Published conference paper › Conference paper › peer-review
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Simulating the population dynamics of barley grass (Hordeum spp.) and impacts of weed management strategies in a southern Australian lucerne (Medicago sativa) pasture
Kelly, J. E., Behrendt, K. & Quinn, J. C., 28 Feb 2023, (E-pub ahead of print) In: Crop and Pasture Science. 74, 9, p. 888-897 10 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile47 Downloads (Pure)
Prizes
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A No-Antibiotic Low Emmission verficiation and traceability pathway for lamb production
Quinn, J. (Recipient), McGrath, S. (Recipient) & Kelly, J. (Recipient), 20 Feb 2024
Prize: Grant › Successful
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A Smart Weed Seed Management Tool for Southern Australian Lamb Production Systems
Quinn, J. (Recipient) & Kelly, J. (Recipient), 2020
Prize: Grant › Unsuccessful
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Development of a digital technology for continuous, real time measurement of feed efficiency in sheep to enhance enterprise resilience during drought
Quinn, J. (Recipient), McGrath, S. (Recipient) & Kelly, J. (Recipient), 2021
Prize: Grant › Unsuccessful
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Development of drone technology to enhance Tropical Soda Apple (TSA) control in rugged high-value grazing country
Dehaan, R. (Recipient), Zheng, L. (Recipient) & Kelly, J. (Recipient), Feb 2022
Prize: Grant › Successful
Activities
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16TH International Conference on Ecologyand Management of Alien Plant Invasions
Kelly, J. (Participant), Cherry, H. (Participant), Dehaan, R. (Participant), Zheng, L. (Participant) & Gonzalez, F. (Participant)
Oct 2023Activity: Participating in or organising an event › Conference/Symposium › Academic
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Agribusiness Today Forum
Kelly, J. (Member of programme committee)
04 Aug 2022Activity: Participating in or organising an event › Public event › Industry
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Weed Remote Sensing Community of Practice
Kelly, J. (Creator) & Cherry, H. (Consultant)
2022 → …Activity: Engagement case studies › Industry
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Matching livestock demand with pasture availability practical class - AGS300
Kelly, J. (Participant)
27 Aug 2021Activity: Engagement and professional development › Content creation/delivery › Academic
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Agribusiness Today Forum
Kelly, J. (Member of programme committee)
2021Activity: Participating in or organising an event › Workshop/course/forum › Industry
Press/Media
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Charles Sturt University: Innovation and Initiative to Go on Display at Henty Machinery Field Days
Smith, M., Wassens, S., Quinn, J., Broster, J., McGrath, S., Combs, M. & Kelly, J.
01/08/22
1 item of Media coverage
Press/Media: Press / Media
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Barley grass contamination and growers needing to be prepared for control.
03/08/21
1 Media contribution
Press/Media: Press / Media
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