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 |
Permalink -
https://research.usq.edu.au/item/q7v11/future-farming-machine-vision-for-nitrogen-assessment-in-grain-crops
Download files
223
total views67
total downloads5
views this month3
downloads this month
Export as
Related outputs
Automated monitoring of fall armyworm natural enemies in summer grain crops
McCarthy, Alison, Girling, Robbie and Miles, Melina. 2025. "Automated monitoring of fall armyworm natural enemies in summer grain crops ." Australian Summer Grains Conference 2025. Benowa, Australia 07 - 09 Jul 2025Verticillium and Fusarium wilts: improving understanding of interactions with irrigation and nutrition, and monitoring with machine vision
Scheikowski, Linda, McCarthy, Alison and Foley, Joseph. 2025. "Verticillium and Fusarium wilts: improving understanding of interactions with irrigation and nutrition, and monitoring with machine vision." ACDC Seminar Series.Lessons from commercialisation of cotton sensing technology research
McCarthy, Alison, Maas, Susan, Grundy, Paul and Long, Derek. 2025. "Lessons from commercialisation of cotton sensing technology research." 6th biennial Australian Cotton Research Conference. Narrabri, Australia 26 - 28 Aug 2025 Australia.Digital strategies for nitrogen management in grain production systems: lessons from multi-method assessment using on-farm experimentation
Colaco, A.F., Whelan, B.M., Bramley, R.G.V., Richetti, J., Fajardo, M., McCarthy, A.C., Perry, E.M., Bender, A., Leo, S., Fitzgerald, G.J. and Lawes, R.A.. 2024. "Digital strategies for nitrogen management in grain production systems: lessons from multi-method assessment using on-farm experimentation ." Precision Agriculture. 25 (2), pp. 983-1013. https://doi.org/10.1007/s11119-023-10102-zArtificial Intelligence: what is it and what does it mean for cotton?
McCarthy, Alison. 2023. "Artificial Intelligence: what is it and what does it mean for cotton?" 2023 Australian Cotton Research Conference. Toowoomba 05 - 07 Sep 2023 Australia.Variable-rate irrigation: hardware and software tools for improved infield irrigation
McCarthy, Alison and Foley, Joseph. 2023. "Variable-rate irrigation: hardware and software tools for improved infield irrigation." GRDC Grains Research Update: Irrigation efficiency. 30 - 30 May 2023 Australia.Research and industry engagement for Ag tech development
McCarthy, Alison. 2023. "Research and industry engagement for Ag tech development." Scenic Rim Agricultural Workshop. Aratula 22 - 22 Mar 2023 Australia.A modeling framework to quantify the effects of compaction on soil water retention and infiltration
Ngo-Cong, Duc, Antille, Diogenes L., van Genuchten, Martinus Th., Nguyen, Hung Q., Tekeste, Mehari Z., Baillie, Craig P. and Godwin, Richard J.. 2021. "A modeling framework to quantify the effects of compaction on soil water retention and infiltration ." Soil Science Society of America Journal. 85 (6), pp. 1931-1945. https://doi.org/10.1002/saj2.20328Field evaluation of automated site-specific irrigation for cotton and perennial ryegrass using soil-water sensors and Model Predictive Control
McCarthy, Alison, Foley, Joseph, Raedts, Pieter and Hills, James. 2023. "Field evaluation of automated site-specific irrigation for cotton and perennial ryegrass using soil-water sensors and Model Predictive Control." Agricultural Water Management. 277, pp. 1-17. https://doi.org/10.1016/j.agwat.2022.108098Potential for machine vision of grain crop features for nitrogen assessment
McCarthy, Alison, Colaco, Andre, Richetti, Jonathan and Baillie, Craig. 2022. "Potential for machine vision of grain crop features for nitrogen assessment." 20th Australian Agronomy Conference (2022). Toowoomba, Australia Toowoomba, Australia.Future farming: Machine vision for in-season nitrogen assessment of grain crops
McCarthy, Alison and Baillie, Craig. 2020. "Future farming: Machine vision for in-season nitrogen assessment of grain crops." 2020 Precision Agriculture Symposium Webinar. Virtual 30 Sep 2020 Sydney, Australia.Smartphone apps under development to aid pest monitoring
McCarthy, Alison, Long, Derek and Grundy, Paul. 2020. "Smartphone apps under development to aid pest monitoring." GRDC Grains Research Update: Driving Profit Through Research. Goondiwindi, Australia 03 - 04 Mar 2020 Australia.Review of Current State of Autonomous Technology in Agriculture
Baillie, Craig and Humpal, Jacob. 2021. Review of Current State of Autonomous Technology in Agriculture. Toowoomba, Australia. University of Southern Queensland.Review of Technologies, Regulations and Operating Standards for Field Based Autonomous Agricultural Machinery
Baillie, Craig, Torrance, Logan, Long, Derek, Brett, Peter and Humpal, Jacob. 2020. Review of Technologies, Regulations and Operating Standards for Field Based Autonomous Agricultural Machinery. Australia. University of Southern Queensland. https://doi.org/10.26192/q797qDetection of early infestations of Fall armyworm (FAW) in sweet corn and maize
McCarthy, Alison and Humpal, Jacob. 2021. Detection of early infestations of Fall armyworm (FAW) in sweet corn and maize. Toowoomba, Australia. University of Southern Queensland.Automation: opportunities for adoption in agriculture
Humpal, Jacob and Baillie, Craig. 2022. "Automation: opportunities for adoption in agriculture." GRDC Update Papers.Space Agriculture: Sensing Crops in Space
Humpal, Jacob, McCarthy, Cheryl, Baillie, Craig, Percy, Cassy and Brett, Peter. 2022. "Space Agriculture: Sensing Crops in Space." GRDC Update Papers.Automated variety trial plot growth and flowering detection for maize and soybean using machine vision
McCarthy, Alison and Raine, Steven. 2022. "Automated variety trial plot growth and flowering detection for maize and soybean using machine vision." Computers and Electronics in Agriculture. 194, pp. 1-21. https://doi.org/10.1016/j.compag.2022.106727Machine vision tools for Smarter Irrigation of dairy pasture and cotton
McCarthy, Alison, Foley, Joseph, Jamali, Hizbullah, Raedts, Pieter and Hills, James. 2022. "Machine vision tools for Smarter Irrigation of dairy pasture and cotton." 2022 Irrigation Australia Conference and Exhibition. Adelaide, Australia 05 - 07 Oct 2022 Australia.Smarter Irrigation for Profit 2 RRDP2002 Precise real-time automated cotton and dairy irrigation for improved water productivity
Foley, J., Gillies, M., McCarthy, A., Kelderman, S., Eberhard, J. and Shippam, R.. 2022. Smarter Irrigation for Profit 2 RRDP2002 Precise real-time automated cotton and dairy irrigation for improved water productivity. Narrabri, Australia.. Cotton Research and Development Corporation.Infield sensing of cotton insects using automated image analysis of crop symptoms: CSP2203
Heimoana, Simone, Blankley, S. and McCarthy, Alison. 2022. Infield sensing of cotton insects using automated image analysis of crop symptoms: CSP2203. Australia. Cotton Research and Development Corporation.Automated infield canopy temperature assessment of early stage cotton using thermal camera and plant segmentation
McCarthy, Alison, Nunn, Christopher, Jamali, Hizbullah and Long, Derek. 2022. Automated infield canopy temperature assessment of early stage cotton using thermal camera and plant segmentation . Australia. Cotton Research and Development Corporation.Cotton health assessment and yield prediction
McCarthy, Alison and Baillie, Craig. 2022. Cotton health assessment and yield prediction. United States. John Deere.Future Farm: Improving farmer confidence in targeted N management through automated sensing and decision support
Bramley, Rob, Whelan, Brett, Colaco, André, McCarthy, Alison, Richetti, Jonathan, Lawes, Roger, Fajardo, Mario, Bender, Asher, Pothula, Anand, Baillie, Craig, Perry, Eileen, Fitzgerald, Glenn, Clancy, Alex, Leo, Stephen and Grace, Peter. 2022. Future Farm: Improving farmer confidence in targeted N management through automated sensing and decision support. Australia. Grains Research and Development Corporation.Identifying sensors for better IPM in cotton: NEC1901
McCarthy, Alison, Long, Derek and Grundy, Paul. 2022. Identifying sensors for better IPM in cotton: NEC1901. Australia. Cotton Research and Development Corporation.Field measurements of fugitive methane emissions from three Australian waste management and biogas facilities
Reinelt, Torsten, McCabe, Bernadette K., Hill, Andrew, Harris Peter, Baillie, Craig and Liebetrau, Jan. 2022. "Field measurements of fugitive methane emissions from three Australian waste management and biogas facilities ." Waste Management. 137, pp. 294-303. https://doi.org/10.1016/j.wasman.2021.11.012Improving pasture growth assessment using machine vision
McCarthy, Alison, Raedts, Pieter, Foley, Joseph and Hills, James. 2022. "Improving pasture growth assessment using machine vision." Australasian Dairy Science Symposium 2022 (ADSS 2022). Twin Waters, Australia 30 Nov - 02 Dec 2022Rehabilitating open-cut coal mine spoil for a pasture system in south east Queensland, Australia: abiotic soil properties compared with unmined land through time
Bennett, J. McL., Melland, A. R., Eberhard, J., Paton, C., Clewett, J. F., Newsome, T. and Baillie, C.. 2021. "Rehabilitating open-cut coal mine spoil for a pasture system in south east Queensland, Australia: abiotic soil properties compared with unmined land through time." Geoderma Regional. 25. https://doi.org/10.1016/j.geodrs.2021.e00364Sustainability of beef production from brigalow lands after cultivation and mining. 3. Pasture rundown, climate and grazing pressure effects
Clewett, Jeffrey F., Newsome, Tom, Paton, Colin J., Melland, Alice R., Eberhard, Jochen E., Bennett, John McL and Baillie, Craig P.. 2021. "Sustainability of beef production from brigalow lands after cultivation and mining. 3. Pasture rundown, climate and grazing pressure effects." Animal Production Science. 61 (12), pp. 1280-1302. https://doi.org/10.1071/AN20134Sustainability of beef production from brigalow lands after cultivation and mining. 2. Acland Grazing Trial pasture and cattle performance
Melland, Alice R., Newsome, Tom, Paton, Colin J., Clewett, Jeffrey F., Bennett, John McL, Eberhard, Jochen and Baillie, Craig P.. 2021. "Sustainability of beef production from brigalow lands after cultivation and mining. 2. Acland Grazing Trial pasture and cattle performance." Animal Production Science. 61 (12), pp. 1262-1279. https://doi.org/10.1071/AN20137Sustainability of beef production from brigalow lands after cultivation and mining. 1. Sown pasture growth and carrying capacity
Paton, Colin J., Clewett, Jeffrey F., Melland, Alice R., Newsome, Tom, Eberhard, Jochen, Bennett, John McL and Baillie, Craig P.. 2021. "Sustainability of beef production from brigalow lands after cultivation and mining. 1. Sown pasture growth and carrying capacity." Animal Production Science. 61 (12), pp. 1246-1261. https://doi.org/10.1071/AN20135New sensing technologies for citrus gall wasp and Fuller’s rose weevil: CT19009
Long, Derek, McCarthy, Alison and Mo, Jianhua. 2021. New sensing technologies for citrus gall wasp and Fuller’s rose weevil: CT19009. Australia. Hort Innovation Austarlia.Machine vision and automation technologies for the Australian cotton industry
McCarthy, Alison. 2019. "Machine vision and automation technologies for the Australian cotton industry." 78th International Cotton Advisory Committee Plenary Meeting (ICAC 2019). Brisbane, Australia 02 - 07 Dec 2019Preserving sugarcane trash for year-round biogas production: effects of additives on ensiling properties and methane potential
Janke, L, McCabe, BK, Hill, A, Lee, S, Harris, P, Marchuk, S and Baillie, C. 2019. "Preserving sugarcane trash for year-round biogas production: effects of additives on ensiling properties and methane potential." 41st Annual Conference of the Australian Society of Sugar Cane Technologists (ASSCT 2019). Toowoomba, Australia 30 Apr - 03 May 2019 Australia.Toward profitable and sustainable bioresource management in the Australian red meat processing industry: a critical review and illustrative case study
McCabe, Bernadette K., Harris, Peter W., Antille, Diogenes, Schmidt, Thomas, Lee, Seonmi, Hill, Andrew and Baillie, Craig. 2020. "Toward profitable and sustainable bioresource management in the Australian red meat processing industry: a critical review and illustrative case study." Critical Reviews in Environmental Science and Technology. 50 (22), pp. 2415-2439. https://doi.org/10.1080/10643389.2020.1712310Microbial electrochemical sensors for volatile fatty acid measurement in high strength wastewaters: A review
Hill, Andrew, Tait, Stephan, Baillie, Craig, Virdis, Bernardino and McCabe, Bernadette. 2020. "Microbial electrochemical sensors for volatile fatty acid measurement in high strength wastewaters: A review ." Biosensors and Bioelectronics. 165. https://doi.org/10.1016/j.bios.2020.112409Machine vision App for automated cotton insect counting: initial development and first results
Long, Derek, Grundy, Paul and McCarthy, Alison. 2019. "Machine vision App for automated cotton insect counting: initial development and first results." Australian Association of Cotton Scientists 2019 Australian Cotton Research Conference (AACS 2019). Armidale, Australia 28 - 30 Oct 2019In-season yield prediction using VARIwise
McCarthy, Alison, O'Keeffe, Kieran and McKay, Andrew. 2019. "In-season yield prediction using VARIwise." Australian Association of Cotton Scientists 2019 Australian Cotton Research Conference (AACS 2019). Armidale, Australia 28 - 30 Oct 2019Bioenergy and bioproducts in the Australian red meat processing industry: a case study
McCabe, Bernadette K., Harris, Peter W., Schmidt, Thomas, Antille, Diogenes L., Lee, Seonmi, Hill, Andrew and Baillie, Craig P.. 2018. "Bioenergy and bioproducts in the Australian red meat processing industry: a case study." 2018 American Society of Agricultural and Biological Engineers Annual International Meeting (ASABE 2018). Detroit, United States 29 Jul - 01 Aug 2018 St. Joseph, United States. https://doi.org/10.13031/aim.201800980An investigation into the fertilizer potential of slaughterhouse cattle paunch
McCabe, Bernadette K., Antille, Diogenes L., Birt, Henry W. G., Spence, Jennifer E., Fernana, Jamal M., van der Spek, Wilmer and Baillie, Craig P.. 2016. "An investigation into the fertilizer potential of slaughterhouse cattle paunch." 2016 American Society of Agricultural and Biological Engineers Annual International Meeting (ASABE 2016). Orlando, Florida 17 - 20 Jul 2016 Spokane, Washington. American Society of Agricultural and Biological Engineers. https://doi.org/10.13031/aim.20162460831Site-specific irrigation using automated control and machine vision for horticulture crops in Queensland and New Zealand
McCarthy, Alison, El-Naggar, Ahmed, Roudier, Pierre and Hedley, Carolyn. 2017. "Site-specific irrigation using automated control and machine vision for horticulture crops in Queensland and New Zealand." 18th Australian Agronomy Conference 2017. Ballarat, Victoria 24 - 28 Sep 2017 Australia.Automated cloud-based irrigation for centre pivot irrigated cotton and dairy pasture
McCarthy, Alison, Foley, Joseph, Hills, James, Shippam, Ralph and McLaren, David. 2018. "Automated cloud-based irrigation for centre pivot irrigated cotton and dairy pasture." 2018 Irrigation Australia International Conference and Exhibition. Sydney, Australia 13 - 15 Jun 2018Advanced data-driven irrigation
Hills, James, McLaren, David, Foley, Joseph and McCarthy, Alison. 2018. "Advanced data-driven irrigation." Where the Waters Meet 2018 - Australian Water Association, Tasmanian State Conference. Hobart, Australia 16 Aug 2018Aerial imagery for yield prediction
McCarthy, Alison and Foley, Joseph. 2018. "Aerial imagery for yield prediction." 2018 Australian Cotton Conference. Gold Coast, Australia 07 - 09 Aug 2018Controlled traffic farming in precision agriculture
Antille, Diogenes L., Chamen, Tim, Tullberg, Jeff N., Isbister, Bindi, Jensen, Troy A., Chen, Guangnan, Baillie, Craig P. and Schueller, John K.. 2018. "Controlled traffic farming in precision agriculture." Stafford, John (ed.) Precision agriculture for sustainability. Cambridge, United Kingdom. Burleigh Dodds Science Publishing Limited. pp. 239-270Machine vision for camera-based horticulture crop growth monitoring
McCarthy, Alison, Hedley, Carolyn and El-Naggar, Ahmed. 2017. "Machine vision for camera-based horticulture crop growth monitoring." International Tri-Conference for Precision Agriculture in 2017 (PA17)/7th Asian-Australasian Conference on Precision Agriculture. Hamilton, New Zealand 16 - 18 Oct 2017 New Zealand. https://doi.org/10.5281/zenodo.893702Ensiling fermentation reveals pre-treatment effects for anaerobic digestion of sugarcane biomass: an assessment of ensiling additives on methane potential
Janke, Leandro, McCabe, Bernadette Kathleen, Harris, Peter, Hill, Andrew, Lee, Seonmi, Weinrich, Soren, Marchuk, Serhiy and Baillie, Craig. 2019. "Ensiling fermentation reveals pre-treatment effects for anaerobic digestion of sugarcane biomass: an assessment of ensiling additives on methane potential." Bioresource Technology. 279, pp. 398-403. https://doi.org/10.1016/j.biortech.2019.01.143Advancing automation in the agricultural working environment
Brett, P, McCarthy, A, Long, D, Gillies, M, Foley, J and Baillie, C. 2019. "Advancing automation in the agricultural working environment." Allsopp, P. (ed.) 41st Annual Conference of the Australian Society of Sugar Cane Technologists (ASSCT 2019). Toowoomba, Australia 30 Apr - 03 May 2019 Australia.Site-specific non-water-stressed and water-stressed baselines to calculate CWSI to schedule irrigation for furrow-irrigated sugarcane: a new approach
Rana, Vishal, Gillies, Malcolm H and McCarthy, Alison C. 2019. "Site-specific non-water-stressed and water-stressed baselines to calculate CWSI to schedule irrigation for furrow-irrigated sugarcane: a new approach." Allsopp, P. (ed.) 41st Annual Conference of the Australian Society of Sugar Cane Technologists (ASSCT 2019). Toowoomba, Australia 30 Apr - 03 May 2019 Australia.Knowledge management, sensing and control tools for irrigated broadacre cropping
McCarthy, Alison, Scobie, Michael, Gillies, Malcolm, Agustina, Lidya and Foley, Joseph. 2016. "Knowledge management, sensing and control tools for irrigated broadacre cropping." 19th Symposium on Precision Agriculture in Australasia. Toowoomba, Australia 12 - 13 Sep 2016Automated camera-based crop monitoring and site-specific irrigation control systems for cotton, horticulture and dairy pasture
McCarthy, Alison. 2016. "Automated camera-based crop monitoring and site-specific irrigation control systems for cotton, horticulture and dairy pasture." The SPAA Expo: Talking precision in the Atherton Tableland (2016). Mareeba, AustraliaAutomated camera-based crop monitoring and site-specific irrigation control systems
McCarthy, Alison. 2016. "Automated camera-based crop monitoring and site-specific irrigation control systems." Precision Agriculture Technologies: Recent applications in the horticultural industry (2016). Gatton, Australia 24 Nov 2016Improving surface irrigation
Gillies, Malcolm H., Foley, Joseph P. and McCarthy, Alison C.. 2018. "Improving surface irrigation." Chen, Guangnan (ed.) Advances in agricultural machinery and technologies. United States. CRC Press. pp. 225-262Tools to aid autonomous irrigation
McCarthy, Alison. 2017. "Tools to aid autonomous irrigation." GVIA Grower-led Irrigation Research Field Day (2017). Moree, Australia 08 Feb 2017An investigation into the fertilizer potential of slaughterhouse cattle paunch
Antille, D. L., McCabe, B. K., Van Der Spek, W. and Baillie, C. P.. 2018. "An investigation into the fertilizer potential of slaughterhouse cattle paunch." Transactions of the ASABE. 61 (1), pp. 87-101. https://doi.org/10.13031/trans.12342Fixed camera system for phenology measurements during the 2018 field season
McCarthy, Alison and Raine, Steven. 2018. Fixed camera system for phenology measurements during the 2018 field season. United States. Monsanto.Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603)
Foley, J.P., Gillies, M.H. and McCarthy, A.C.. 2018. Smart Automated Broad-acre Irrigation (Smarter Irrigation for Profit RRDP1603). Australia. Cotton Research and Development Corporation.Investigation into thin layer drying rates and equilibrium moisture content of abattoir paunch waste
Spence, Jennifer, Buttsworth, David, McCabe, Bernadette K., Baillie, Craig, Antille, Diogenes L. and Carter, Brad. 2018. "Investigation into thin layer drying rates and equilibrium moisture content of abattoir paunch waste." Renewable Energy. 124, pp. 95-102. https://doi.org/10.1016/j.renene.2017.07.082Sense-T: Sensor smart irrigation
McCarthy, Alison, Shippam, Ralph and Agustina, Lidya. 2017. Sense-T: Sensor smart irrigation. Australia. Sense-T.Automated camera-based crop and irrigation monitoring
McCarthy, Alison. 2016. "Automated camera-based crop and irrigation monitoring." 18th Australian Cotton Conference (2016). Gold Coast, Australia 02 - 04 Aug 2016Smarter irrigation for profit - increasing farm profit through efficient use of irrigation input to dairy pastures
Hills, James, McCarthy, Alison, Foley, Joseph and McLaren, David. 2016. "Smarter irrigation for profit - increasing farm profit through efficient use of irrigation input to dairy pastures." 7th Australian Dairy Science Symposium (2016). Sydney, Australia 16 - 18 Nov 2016 Australia.Improving horticulture irrigation and fertiliser application using real-time, adaptive control
McCarthy, Alison. 2017. Improving horticulture irrigation and fertiliser application using real-time, adaptive control. Australia. Queensland Government.The potential for a rehabilitated coal mine soil to support livestock grazing in south-east Queensland
Melland, Alice R., Eberhard, Jochen, Paton, Col, Baillie, Craig and Bennett, John McL.. 2014. "The potential for a rehabilitated coal mine soil to support livestock grazing in south-east Queensland." Patti, Antonio, Tang, Caixan and Wong, Vanessa (ed.) 2014 National Soil Science Conference. Melbourne, Australia 23 - 27 Nov 2014 Melbourne, Australia.Evaluation of alternative energy sources for cotton production in Australia
Chen, Guangnan, Sandell, Gary, Yusaf, Talal and Baillie, Craig. 2013. "Evaluation of alternative energy sources for cotton production in Australia." SEAg 2013: Innovative Agricultural Technologies for a Sustainable Future. Barton, Australia 22 - 25 Sep 2013 Barton, ACT, Australia.A comparison of rehabilitated coal mine soil and unmined soil supporting grazed pastures in south-east Queensland
Melland, Alice R., Eberhard, Jochen, Paton, Col, Baillie, Craig and Bennett, John McL.. 2014. "A comparison of rehabilitated coal mine soil and unmined soil supporting grazed pastures in south-east Queensland." Patti, Antonio, Tang, Caixan and Wong, Vanessa (ed.) 2014 National Soil Science Conference. Melbourne, Australia 23 - 27 Nov 2014 Melbourne, Australia.Optimal irrigation of cotton via real-time, adaptive control
McCarthy, Alison, Smith, Rod and Hancock, Nigel. 2013. Optimal irrigation of cotton via real-time, adaptive control. Narrabri, Australia. Cotton Research and Development Corporation.Advancing VARIwise towards autonomous irrigation and a grower's guide
McCarthy, Alison, Antille, Diogenes, Skowronski, Victor, Zhao, Bo, Kodur, Shreevatsa, Nguyen-Ky, Tai and Raine, Steven. 2016. Advancing VARIwise towards autonomous irrigation and a grower's guide. Narrabri, Australia. Cotton Research and Development Corporation.Alternative energy sources fro cotton production
Baillie, Craig, Sandell, Gary, Chen, Guangnan and Yusaf, Talal. 2012. "Alternative energy sources fro cotton production." 16th Australian Cotton Conference (ACC 2012): Growing Better all the Time. Gold Coast, Australia 14 - 16 Aug 2012 Gold Coast, Australia.Spot spraying reduces herbicide concentrations in runoff
Melland, Alice R., Silburn, D. Mark, McHugh, Allen D., Fillols, Emilie, Rojas-Ponce, Samuel, Baillie, Craig and Lewis, Stephen. 2016. "Spot spraying reduces herbicide concentrations in runoff." Journal of Agricultural and Food Chemistry. 64 (20), pp. 4009-4020. https://doi.org/10.1021/acs.jafc.5b03688A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17
McCarthy, Alison and Raine, Steven. 2017. A preliminary evaluation of using fixed cameras for phenology measurements in a maize and soybean crop 2016/17. United States. Monsanto.An impact assessment framework for harvesting technologies in cotton: management considerations for the John Deere 7760
Bennett, J. McL., Jensen, T. A., Antille, D. L. and Baillie, C.. 2016. An impact assessment framework for harvesting technologies in cotton: management considerations for the John Deere 7760. Toowoomba, Australia. University of Southern Queensland.Remote monitoring and automatic detection of grain crop attributes
McCarthy, Alison, Tscharke, Matthew and Schmidt, Erik. 2014. Remote monitoring and automatic detection of grain crop attributes. Toowoomba, Australia. University of Southern Queensland.Automated site-specific irrigation framework and evaluation
McCarthy, Alison. 2016. "Automated site-specific irrigation framework and evaluation." Irrigation Australia International Conference and Exhibition 2016: Irrigation - For Prosperity and Wellbeing. Melbourne, Australia 24 - 26 May 2016VARIwise: site-specific surface irrigation and fertigation using adaptive control
McCarthy, Alison. 2015. "VARIwise: site-specific surface irrigation and fertigation using adaptive control." 2015 Cotton Irrigation Technology Tour. Emerald & Moree & Nevertire, Australia 10 - 12 Feb 2015 Australia.Development of an integrated plant-based image sensing system for soil-water and nitrogen status estimation in cotton
McCarthy, Alison and Nguyen, Tai. 2015. Development of an integrated plant-based image sensing system for soil-water and nitrogen status estimation in cotton. Toowoomba, Australia. University of Southern Queensland.Control and sensing systems for automated site-specific irrigation
McCarthy, Alison. 2015. "Control and sensing systems for automated site-specific irrigation." CCA Cropping Solutions Seminar 2015. Moree, Australia 29 - 30 Jul 2015Automated site-specific control and sensing for irrigating dairy pastures
McCarthy, Alison. 2015. "Automated site-specific control and sensing for irrigating dairy pastures." Tasmanian Institute of Agriculture Dairy Centre Open Day 2015: Tips, Tools and Technologies to Better Manage Climate Variability. Burnie, Australia 02 Dec 2015Image analysis and artificial intelligence based approach for soil-water and nitrogen status estimation
McCarthy, Alison, Nguyen, Tai and Raine, Steven. 2015. "Image analysis and artificial intelligence based approach for soil-water and nitrogen status estimation." 2nd Australian Cotton Research Conference 2015: Science Securing Cotton's Future. Toowoomba, Australia 08 - 10 Sep 2015 Australia.Data requirements for automated model-based control of irrigation and fertiliser application
McCarthy, Alison and Raine, Steven. 2015. "Data requirements for automated model-based control of irrigation and fertiliser application." Acuna, T., Moeller, C., Parsons, D. and Harrison, M. (ed.) 17th Australian Agronomy Conference 2015: Building Productive, Diverse and Sustainable Landscapes (AAC 2015). Hobart, Australia 20 - 24 Sep 2015 Warragul, Australia.Reducing energy use and costs in agriculture
Chen, Guangnan, Sandell, Gary and Baillie, Craig. 2015. "Reducing energy use and costs in agriculture." Global Journal of Energy Technology Research Updates. 2 (2), pp. 33-38. https://doi.org/10.15377/2409-5818.2015.02.02.1Automated camera-based height and flower detection for wheat and chickpea
McCarthy, Alison and Tscharke, Matthew. 2014. "Automated camera-based height and flower detection for wheat and chickpea." 5th International Workshop on Applications of Computer Image Analysis and Spectroscopy in Agriculture (ASABE 2014). Montreal, Canada 12 - 13 Jul 2014 St. Joseph, MI. United States.Real-time irrigation decision-making and control for site-specific irrigation of cotton using a centre pivot, 2012/13
McCarthy, Alison, Smith, Rod and Hancock, Nigel. 2014. "Real-time irrigation decision-making and control for site-specific irrigation of cotton using a centre pivot, 2012/13." Irrigation Australia Conference 2014: Water for Life, Future for All. Gold Coast, Australia 02 - 06 Jun 2014 Sydney, Australia.VARIwise: towards autonomous irrigation and a grower's guide
McCarthy, A. C.. 2014. "VARIwise: towards autonomous irrigation and a grower's guide." IRRICOMM – communication of irrigation research in cotton (2014). Narrabri, Australia 11 - 12 Mar 2014 Narrabri, Australia.