Future farming: Machine vision for nitrogen assessment in grain crops
Paper
McCarthy, Alison and Baillie, Craig. 2020. "Future farming: Machine vision for nitrogen assessment in grain crops." GRDC Grains Research Update: Driving Profit Through Research. Goondiwindi, Australia 03 - 04 Mar 2020 Australia.
| Paper/Presentation Title | Future farming: Machine vision for nitrogen assessment in grain crops |
|---|---|
| Presentation Type | Paper |
| Authors | McCarthy, Alison (Author) and Baillie, Craig (Author) |
| Journal or Proceedings Title | Proceedings of the GRDC Grains Research Update: Driving Profit Through Research |
| Number of Pages | 10 |
| Year | 2020 |
| Place of Publication | Australia |
| Web Address (URL) of Paper | https://grdc.com.au/resources-and-publications/grdc-update-papers/tab-content/grdc-update-papers/2020/09/future-farming-machine-vision-for-nitrogen-assessment-in-grain-crops |
| Conference/Event | GRDC Grains Research Update: Driving Profit Through Research |
| Event Details | GRDC Grains Research Update: Driving Profit Through Research Event Date 03 to end of 04 Mar 2020 Event Location Goondiwindi, Australia |
| Abstract | - A pilot simulation and field study demonstrated potential for machine vision to estimate in-season soil and leaf nitrogen status using cameras and image analysis for real-time sensing and control |
| Keywords | real-time sensing, machine learning, simulation, APSIM, barley, pilot study |
| ANZSRC Field of Research 2020 | 460306. Image processing |
| 300204. Agricultural management of nutrients | |
| 300407. Crop and pasture nutrition | |
| Public Notes | File reproduced in accordance with the copyright policy of the publisher/author. |
| Byline Affiliations | Centre for Agricultural Engineering |
| Institution of Origin | University of Southern Queensland |
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