Development and simulation of sensor-based irrigation control strategies for cotton using the VARIwise simulation framework
Article
McCarthy, Alison C., Hancock, Nigel H. and Raine, Steven R.. 2014. "Development and simulation of sensor-based irrigation control strategies for cotton using the VARIwise simulation framework." Computers and Electronics in Agriculture. 101, pp. 148-162. https://doi.org/10.1016/j.compag.2013.12.014
| Article Title | Development and simulation of sensor-based irrigation control strategies for cotton using the VARIwise simulation framework |
|---|---|
| ERA Journal ID | 41630 |
| Article Category | Article |
| Authors | McCarthy, Alison C. (Author), Hancock, Nigel H. (Author) and Raine, Steven R. (Author) |
| Journal Title | Computers and Electronics in Agriculture |
| Journal Citation | 101, pp. 148-162 |
| Number of Pages | 15 |
| Year | 2014 |
| Publisher | Elsevier |
| Place of Publication | Netherlands |
| ISSN | 0168-1699 |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.compag.2013.12.014 |
| Web Address (URL) | http://www.sciencedirect.com/science/article/pii/S0168169913003013 |
| Abstract | Feedback control systems offer opportunities to accommodate spatial and temporal differences in crop water requirement and to improve the automated irrigation of field crops via real-time data from in-field plant, soil-water and evaporation sensing. This paper describes two sensor-based strategies applied to irrigation control, 'Iterative Learning Control' (ILC) and custom-designed 'Iterative Hill Climbing Control' (IHCC), implemented in the control simulation and evaluation framework 'VARIwise'. Simulation of an irrigated cotton crop using soils and merged 1999-2004 weather data of SE Queensland, Australia, and represented by the performance of the well-validated cotton growth and production model OZCOT, permitted the relative performance of differing sensor data types and availability to be evaluated (both as alternatives and in combination) in meeting the requirement to optimise either crop yield or water use efficiency. These simulations indicated that ILC would perform better at maintaining soil-water deficit, whilst IHCC would be better at maximising crop yield when plant and soil sensors were utilised in combination. This work demonstrates that the optimal choice of field sensor(s) and control strategy will be a function of the irrigation objective and the spatial and temporal availability and type of field measurements. |
| Keywords | variable-rate irrigation; centre pivot; lateral move; scheduling; automation; OZCOT; VARIwise |
| Contains Sensitive Content | Does not contain sensitive content |
| ANZSRC Field of Research 2020 | 300205. Agricultural production systems simulation |
| 400799. Control engineering, mechatronics and robotics not elsewhere classified | |
| 300201. Agricultural hydrology | |
| Public Notes | File reproduced in accordance with the copyright policy of the publisher/author. |
| Byline Affiliations | National Centre for Engineering in Agriculture |
| Institution of Origin | University of Southern Queensland |
Permalink -
https://research.usq.edu.au/item/q235q/development-and-simulation-of-sensor-based-irrigation-control-strategies-for-cotton-using-the-variwise-simulation-framework
Download files
1913
total views346
total downloads3
views this month1
downloads this month
Export as
Related outputs
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.Field 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.Future farming: Machine vision for nitrogen assessment in grain crops
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.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.Detection 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.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.2022.106727The impact of clay dispersion and migration on soil hydraulic conductivity and pore networks
Awedat, Awedat Musbah, Zhu, Yingcan, Bennett, John McLean and Raine, Steven R.. 2021. "The impact of clay dispersion and migration on soil hydraulic conductivity and pore networks." Geoderma. 404, pp. 1-12. https://doi.org/10.1016/j.geoderma.2021.115297Machine 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.Improving 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 2022Automatic leaf segmentation and overlapping leaf separation using stereo vision
Mohammed Amean, Zainab, Low, Tobias and Hancock, Nigel. 2021. "Automatic leaf segmentation and overlapping leaf separation using stereo vision." Array. 12, pp. 1-17. https://doi.org/10.1016/j.array.2021.100099A risk-based approach to mine-site rehabilitation: use of Bayesian Belief Network Modelling to manage dispersive soil and spoil
Ghahramani, Afshin, Bennett, John McLean, Ali, Aram, Reardon-Smith, Kathryn, Dale, Glenn, Roberton, Stirling D. and Raine, Steven. 2021. "A risk-based approach to mine-site rehabilitation: use of Bayesian Belief Network Modelling to manage dispersive soil and spoil." Sustainability. 13 (20), pp. 1-23. https://doi.org/10.3390/su132011267Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices
Bennett, John, Raine, Steve, Reardon-Smith, Kate, Dale, Glenn and Thomas, Evan. 2017. Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices. Unpublished.Minimising evaporation loss from irrigation storages
Pittaway, Pam, Hancock, Nigel, Scobie, Michael and Craig, Ian. 2018. "Minimising evaporation loss from irrigation storages." Guangnan, Chen (ed.) Advances in agricultural machinery and technologies. Boca Raton, United States. CRC Press. pp. 289-306New 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.Improving whole farm and infield irrigation efficiencies
Raine, Steven, Purcell, Jim and Schmidt, Erik. 2006. "Improving whole farm and infield irrigation efficiencies." International Water and Irrigation. 26 (2), pp. 12-14.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 2019Deep blade loosening and two-dimensional infiltration theory make furrow irrigation predictable, simpler and more efficient
Hamilton, G.J., Akbar, G., Raine, S. and McHugh, A.. 2020. "Deep blade loosening and two-dimensional infiltration theory make furrow irrigation predictable, simpler and more efficient." Agricultural Water Management. 239, pp. 1-14. https://doi.org/10.1016/j.agwat.2020.106241Machine 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 2019Site-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 2018Machine 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.893702Deep blade loosening increases root growth, organic carbon, aeration, drainage, lateral infiltration and productivity
Hamilton, G. J., Bakker, D., Akbar, G., Hassan, I., Hussain, Z., McHugh, A. and Raine, S.. 2019. "Deep blade loosening increases root growth, organic carbon, aeration, drainage, lateral infiltration and productivity." Geoderma. 345, pp. 72-92. https://doi.org/10.1016/j.geoderma.2019.01.046Towards predicting the soil-specific threshold electrolyte concentration of soil as a reduction in saturated hydraulic conductivity: the role of clay net negative charge
Bennett, J. McL., Marchuk, A., Marchuk, S. and Raine, S. R.. 2019. "Towards predicting the soil-specific threshold electrolyte concentration of soil as a reduction in saturated hydraulic conductivity: the role of clay net negative charge." Geoderma. 337, pp. 122-131. https://doi.org/10.1016/j.geoderma.2018.08.030Validating laboratory assessment of threshold electrolyte concentration for fields irrigated with marginal quality saline-sodic water
Dang, A., Bennett, J. McL., Marchuk, A., Marchuk, S., Biggs, A. J. W. and Raine, S. R.. 2018. "Validating laboratory assessment of threshold electrolyte concentration for fields irrigated with marginal quality saline-sodic water." Agricultural Water Management. 205, pp. 21-29. https://doi.org/10.1016/j.agwat.2018.04.037Quantifying the aggregation-dispersion boundary condition in terms of saturated hydraulic conductivity reduction and the threshold electrolyte concentration
Dang, A., Bennett, J. McL., Marchuk, Alla, Biggs, Andrew and Raine, Steven. 2018. "Quantifying the aggregation-dispersion boundary condition in terms of saturated hydraulic conductivity reduction and the threshold electrolyte concentration." Agricultural Water Management. 203, pp. 172-178. https://doi.org/10.1016/j.agwat.2018.03.005Towards incorporation of potassium into the disaggregation model for determination of soil-specific threshold electrolyte concentration
Dang, A., Bennett, J. M., Marchuk, A., Marchuk, S., Biggs, A. J. W. and Raine, S. R.. 2018. "Towards incorporation of potassium into the disaggregation model for determination of soil-specific threshold electrolyte concentration." Soil Research. 56 (7), pp. 664-674. https://doi.org/10.1071/SR17305Advancing 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.Evaluating dispersive potential to identify the threshold electrolyte concentration in non-dispersive soils
Dang, A., Bennett, J., Marchuk, A., Biggs, A. and Raine, S.. 2018. "Evaluating dispersive potential to identify the threshold electrolyte concentration in non-dispersive soils." Soil Research. 56 (6), pp. 549-559. https://doi.org/10.1071/SR17304Knowledge 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 2017Commercialisation of conductivity-based acidity measurement systems for dairy applications
Hancock, Nigel, Maxwell, Andrew and Ahfock, Tony. 2008. Commercialisation of conductivity-based acidity measurement systems for dairy applications. Toowoomba. University of Southern Queensland.Scheduling technologies to improve irrigated water use efficiency...a focus on centre pivots and lateral moves
Raine, Steven. 2008. "Scheduling technologies to improve irrigated water use efficiency...a focus on centre pivots and lateral moves." Combinable Crops 2008. Chertsey, New Zealand 04 Dec 2008 Canterbury, New Zealand.Acidity measurement systems for dairy applications
Hancock, Nigel, Maxwell, Andrew and Ahfock, Tony. 2005. Acidity measurement systems for dairy applications . USQ - Toowoomba. University of Southern Queensland / Dairy Australia.Fixed 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.Impact of permanent bed renovation practice on irrigation performance and productivity
Akbar, Ghani, Hamilton, Greg, McHugh, Allen David and Raine, Steven. 2018. "Impact of permanent bed renovation practice on irrigation performance and productivity." Pakistan Journal of Agricultural Sciences. 55 (3), pp. 675-682. https://doi.org/10.21162/PAKJAS/18.4576Vegetative nitrogen stress decreases lodging risk and increases yield of irrigated spring wheat in the subtropics
Peake, A.S., Bell, K.L., Carberry, P.S., Poole, N. and Raine, S.R.. 2016. "Vegetative nitrogen stress decreases lodging risk and increases yield of irrigated spring wheat in the subtropics." Crop and Pasture Science. 67 (9), pp. 907-920. https://doi.org/10.1071/CP16052An alternative approach to whole-farm deficit irrigation analysis: evaluating the risk-efficiency of wheat irrigation strategies in sub-tropical Australia
Peake, A. S., Carberry, P. S., Raine, S. R., Gett, V. and Smith, R. J.. 2016. "An alternative approach to whole-farm deficit irrigation analysis: evaluating the risk-efficiency of wheat irrigation strategies in sub-tropical Australia." Agricultural Water Management. 169, pp. 61-76. https://doi.org/10.1016/j.agwat.2016.02.013Managing land application of coal seam water: a field study of land amendment irrigation using saline-sodic and alkaline water on a Red Vertisol
Bennett, J. McL., Marchuk, A., Raine, S. R., Dalzell, S. A. and Macfarlane, D. C.. 2016. "Managing land application of coal seam water: a field study of land amendment irrigation using saline-sodic and alkaline water on a Red Vertisol." Journal of Environmental Management. 184 (2), pp. 178-185. https://doi.org/10.1016/j.jenvman.2016.09.078Sense-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.Spreading rate and dispersion behavior of evaporation-suppressant monolayer on open water surfaces: part 2 – under wind stress
Wandel, Andrew P., Brink, Gavin N., Hancock, Nigel H. and Pather, Selvan. 2017. "Spreading rate and dispersion behavior of evaporation-suppressant monolayer on open water surfaces: part 2 – under wind stress." Experimental Thermal and Fluid Science. 87, pp. 171-181. https://doi.org/10.1016/j.expthermflusci.2017.05.006Spreading rate and dispersion behavior of evaporation-suppressant monolayer on open water surfaces: part 1 – at zero wind stress
Brink, Gavin N., Wandel, Andrew P., Hancock, Nigel H. and Pather, Selvan. 2017. "Spreading rate and dispersion behavior of evaporation-suppressant monolayer on open water surfaces: part 1 – at zero wind stress." Experimental Thermal and Fluid Science. 87, pp. 182-190. https://doi.org/10.1016/j.expthermflusci.2017.05.007Water: advanced irrigation technologies
Hedley, C. B., Knox, J. W., Raine, S. R. and Smith, R.. 2014. "Water: advanced irrigation technologies." van Alfen, Neal K. (ed.) Encyclopedia of agriculture and food systems. United States. Elsevier. pp. 378-406Progress in evaporation mitigation research
Schmidt, E., Brink, G., Coop, P., Hancock, N., Pittaway, P., Stuckey, N. and Wigginton, D.. 2011. "Progress in evaporation mitigation research." Thompson, Chris (ed.) Irrigation 2011: New Horizons, Fresh Ideas Regional Conference and Exhibition. Launceston, Australia 22 - 25 Aug 2011 Sydney, Australia.Effect of electro-osmosis on soil-water potential and water chemistry in sand
Huweg, Abdurrahman F. S., Kamel, Fouad and Raine, Steven. 2011. "Effect of electro-osmosis on soil-water potential and water chemistry in sand." Banhazi, T., Saunders, C. and Hegarty, R. (ed.) SEAg 2011: Diverse Challenges, Innovative Solutions. Gold Coast, Australia 29 - 30 Sep 2011 Canberra, 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.A preliminary evaluation of furrow inflow rate and cut-off time on the performance of smallholder raised bed farming systems
Akbar, G., McHugh, A. D., Raine, S. R. and Hamilton, G.. 2011. "A preliminary evaluation of furrow inflow rate and cut-off time on the performance of smallholder raised bed farming systems ." WCCA 2011: Resilient Food Systems for a Changing World . Brisbane, Australia 26 - 29 Sep 2011 Canberra, Australia.A preliminary evaluation of irrigation performance and in season changes under permanent raised beds on Vertosol in Queensland, Australia
Akbar, G., Raine, S., McHugh, J. and Hamilton, G.. 2011. "A preliminary evaluation of irrigation performance and in season changes under permanent raised beds on Vertosol in Queensland, Australia." WCCA 2011: Resilient Food Systems for a Changing World . Brisbane, Australia 26 - 29 Sep 2011 Canberra, Australia.A review of autonomous navigation systems in agricultural environments
Shalal, N., Low, T., McCarthy, C. and Hancock, N.. 2013. "A review of autonomous navigation systems in agricultural environments." SEAg 2013: Innovative Agricultural Technologies for a Sustainable Future. Barton, Australia 22 - 25 Sep 2013Optimal 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.Towards a method for optimized extraction of soluble nutrients from fresh and composted chicken manures
Ksheem, Abdalhakim M., Bennett, John McL., Antille, Diogenes L. and Raine, Steven R.. 2015. "Towards a method for optimized extraction of soluble nutrients from fresh and composted chicken manures." Waste Management. 45, pp. 76-90. https://doi.org/10.1016/j.wasman.2015.02.011A 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 irrigation controller mechanically actuated by soil-water tension: I - Design, development and laboratory evaluations
Almeida, Alexsandro C. S., Botrel, Tarlei A., Raine, Steven R., de Camargo, Antonio P., Pinto, Marinaldo F. and Salvador, Conan A.. 2017. "An irrigation controller mechanically actuated by soil-water tension: I - Design, development and laboratory evaluations." Revista Brasileira De Engenharia Agricola E Ambiental. 21 (6), pp. 369-373. https://doi.org/10.1590/1807-1929/agriambi.v21n6p369-373Irrigation controller mechanically actuated by soil-water tension: II - Field evaluations
Almeida, Alexsandro C. S., Botrel, Tarlei A., Raine, Steven R., de Camargo, Antonio P., Pinto, Marinaldo F. and Salvador, Conan A.. 2017. "Irrigation controller mechanically actuated by soil-water tension: II - Field evaluations." Revista Brasileira De Engenharia Agricola E Ambiental. 21 (5), pp. 298-303. https://doi.org/10.1590/1807-1929/agriambi.v21n5p298-303
Identifying the potential to apply deficit irrigation strategies in cotton using large mobile irrigation machines
White, Simon C. and Raine, Steven R.. 2004. "Identifying the potential to apply deficit irrigation strategies in cotton using large mobile irrigation machines ." Fischer, T., Turner, N., Angus, J., McIntyre, L., Robertson, M., Borrell, A. and Lloyd, D. (ed.) 4th International Crop Science Congress (ICSC 2004): New Directions for a Diverse Planet. Brisbane, Australia 26 Sep - 01 Oct 2004 Gosford NSW.Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997
Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Quantifying landscape fragmentation in the Lockyer Valley Catchment, Queensland: 1973 – 1997." AURISA 2000 Conference (AURISA 2000). Coolum, Australia 20 - 24 Nov 2000Remote 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.Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland
Apan, Armando A., Raine, Steven R. and Paterson, Mark S.. 2000. "Image analysis techniques for assessing landscape structural change: a case study of the Lockyer Valley Catchment, Queensland." 10th Australasian Remote Sensing and Photogrammetry Conference (ARSPC 2000). Adelaide, Australia 21 - 25 Aug 2000Automated 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.Managing lateral infiltration on wide beds in clay and sandy clay loam using Hydrus 2D
Akbar, Ghani, Raine, Steven, McHugh, Allen David and Hamilton, Greg. 2015. "Managing lateral infiltration on wide beds in clay and sandy clay loam using Hydrus 2D." Irrigation Science. 33 (3), pp. 177-190. https://doi.org/10.1007/s00271-014-0458-9Orchard mapping and mobile robot localisation using on-board camera and laser scanner data fusion – Part B: mapping and localisation
Shalal, Nagham, Low, Tobias, McCarthy, Cheryl and Hancock, Nigel. 2015. "Orchard mapping and mobile robot localisation using on-board camera and laser scanner data fusion – Part B: mapping and localisation." Computers and Electronics in Agriculture. 119, pp. 267-278. https://doi.org/10.1016/j.compag.2015.09.026Orchard mapping and mobile robot localisation using on-board camera and laser scanner data fusion – Part A: tree detection
Shalal, Nagham, Low, Tobias, McCarthy, Cheryl and Hancock, Nigel. 2015. "Orchard mapping and mobile robot localisation using on-board camera and laser scanner data fusion – Part A: tree detection." Computers and Electronics in Agriculture. 119, pp. 254-266. https://doi.org/10.1016/j.compag.2015.09.025Contrasting suspended covers reveal the impact of an artificial monolayer on heat transfer processes at the interfacial boundary layer
Pittaway, P., Martínez-Alvarez, V. and Hancock, N.. 2015. "Contrasting suspended covers reveal the impact of an artificial monolayer on heat transfer processes at the interfacial boundary layer." Water Science and Technology. 72 (9), pp. 1621-1627. https://doi.org/10.2166/wst.2015.379Impact of artificial monolayer application on stored water quality at the air-water interface
Pittaway, P., Martínez-Alvarez, V., Hancock, N. and Gallego-Elvira, B.. 2015. "Impact of artificial monolayer application on stored water quality at the air-water interface." Water Science and Technology. 72 (7), pp. 1250-1256. https://doi.org/10.2166/wst.2015.337Estimation of wet canopy bulk stomatal resistance from energy flux measurements during sprinkler irrigation
Uddin, Jasim M., Smith, Rod J., Hancock, Nigel H. and Foley, Joseph P.. 2016. "Estimation of wet canopy bulk stomatal resistance from energy flux measurements during sprinkler irrigation." Biosystems Engineering. 143, pp. 61-67. https://doi.org/10.1016/j.biosystemseng.2015.12.017A new approach to estimate canopy evaporation and canopy interception capacity from evapotranspiration and sap flow measurements during and following wetting
Uddin, J., Foley, J. P., Smith, R. J. and Hancock, N. H.. 2016. "A new approach to estimate canopy evaporation and canopy interception capacity from evapotranspiration and sap flow measurements during and following wetting." Hydrological Processes. 30 (11), pp. 1757-1767. https://doi.org/10.1002/hyp.10739Micrometeorology of sprinkler irrigation
Hancock, N. H., Uddin, J. M., Smith, R. J. and Foley, J. P.. 2015. "Micrometeorology of sprinkler irrigation." Agricultural and Forest Meteorology. 200, pp. 293-301. https://doi.org/10.1016/j.agrformet.2014.10.010Assessing erosion processes associated with establishment of coal seam gas pipeline infrastructure in Queensland, Australia
Vacher, Cameron A., Antille, Diogenes L., Huth, Neil I. and Raine, Steven R.. 2016. "Assessing erosion processes associated with establishment of coal seam gas pipeline infrastructure in Queensland, Australia." 2016 ASABE Annual International Meeting. Orlando, Florida 17 - 20 Jul 2016 United States. American Society of Agricultural and Biological Engineers. https://doi.org/10.13031/aim.20162461210Are evaporation losses in sprinkler irrigation high?
Uddin, Jasim, Smith, Rod, Hancock, Nigel and Foley, Joseph. 2014. "Are evaporation losses in sprinkler irrigation high?" 17th Australian Cotton Conference (ACC 2014): Our Fibre, Our Focus, Our Future. Gold Coast, Australia 05 - 07 Aug 2014 Narrabri, Australia.Can advected energy affect the water use efficiency in sprinkler irrigation?
Uddin, Jasim, Smith, Rod, Hancock, Nigel and Foley, Joseph. 2014. "Can advected energy affect the water use efficiency in sprinkler irrigation? " Irrigation Australia Conference 2014: Water for Life, Future for All. Gold Coast, Australia 02 - 06 Jun 2014 Sydney, Australia.Estimation of canopy interception under sprinkler irrigation: a new approach
Uddin, Jasim, Smith, Rod, Hancock, Nigel and Foley, Joseph. 2014. "Estimation of canopy interception under sprinkler irrigation: a new approach." Irrigation Australia Conference 2014: Water for Life, Future for All. Gold Coast, Australia 02 - 06 Jun 2014 Sydney, Australia.Automated 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.