Managing spatial and temporal variability in irrigated agriculture through adaptive control
Article
Smith, R. J., Raine, Steven R., McCarthy, Alison and Hancock, Nigel. 2009. "Managing spatial and temporal variability in irrigated agriculture through adaptive control." Australian Journal of Multi-Disciplinary Engineering. 7 (1), pp. 79-90.
| Article Title | Managing spatial and temporal variability in irrigated agriculture through adaptive control |
|---|---|
| ERA Journal ID | 3449 |
| Article Category | Article |
| Authors | Smith, R. J. (Author), Raine, Steven R. (Author), McCarthy, Alison (Author) and Hancock, Nigel (Author) |
| Journal Title | Australian Journal of Multi-Disciplinary Engineering |
| Journal Citation | 7 (1), pp. 79-90 |
| Number of Pages | 12 |
| Year | 2009 |
| Publisher | Taylor & Francis |
| Place of Publication | Sydney, Australia |
| ISSN | 0812-3314 |
| 1441-6611 | |
| 1448-8388 | |
| Web Address (URL) | http://search.informit.com.au/fullText;dn=871625483044707;res=IELENG |
| Abstract | Spatial variability in crop production occurs as a result of spatial and temporal variations in soil structure and fertility; soil physical, chemical and hydraulic properties, irrigation applications, pests and diseases, plant genetics and local microclimate. This review paper argues that infield variability can be managed and the efficiency of irrigation water use increased by spatially variable application of irrigation water to meet the specific needs of individual management zones (areas of crop whose properties are relatively homogenous). Key areas identified requiring interdisciplinary research are: the prescription of irrigated crop water requirements; strategies for quantifying and managing spatial variability; and the development of adaptive systems for control of water application at appropriate temporal intervals and spatial scales. Example strategies for the implementation of adaptive control for furrow irrigation and large mobile irrigation machines are described. |
| Keywords | real-time control; precision irrigation; prescription irrigation; spatially varied irrigation; site-specific irrigation |
| ANZSRC Field of Research 2020 | 300206. Agricultural spatial analysis and modelling |
| 409901. Agricultural engineering | |
| 300201. Agricultural hydrology | |
| Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
| Byline Affiliations | National Centre for Engineering in Agriculture |
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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.SISCO: surface irrigation simulation, calibration and optimisation
Gillies, M. H. and Smith, R. J.. 2015. "SISCO: surface irrigation simulation, calibration and optimisation." Irrigation Science. 33 (5), pp. 339-355. https://doi.org/10.1007/s00271-015-0470-8Managing 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.2015.337CFD study of the hydraulic performance of large-diameter gated fluming
Koech, Richard, Mossad, Ruth, Smith, Rod and Gillies, Malcolm. 2015. "CFD study of the hydraulic performance of large-diameter gated fluming." Journal of Irrigation and Drainage Engineering. 141 (2), pp. 1-7. https://doi.org/10.1061/(ASCE)IR.1943-4774.0000795Estimation 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.10739Evaluation of the performance of automated bay irrigation of pasture and fodder
Smith, Rod, Uddin, Jasim and Gillies, Malcolm. 2015. "Evaluation of the performance of automated bay irrigation of pasture and fodder." Irrigation Australia Regional Conference 2015. Sydney, Australia 26 - 28 May 2015 Sydney, Australia.Smart automated furrow irrigation of cotton
Uddin, Jasim, Smith, Rod and Gillies, Malcolm. 2015. "Smart automated furrow irrigation of cotton." Irrigation Australia Regional Conference 2015. Sydney, Australia 26 - 28 May 2015 Sydney, Australia.Micrometeorology 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.20162461210Evaluation of the performance of automated bay irrigation
Smith, Rod, Uddin, Jasim and Gillies, Malcolm. 2014. Evaluation of the performance of automated bay irrigation. Toowoomba, Australia. University of Southern Queensland.Controlling surface irrigation using digital devices
Uddin, Jasim, Smith, Rod and Gillies, Malcolm. 2014. "Controlling surface irrigation using digital devices." Keppell, Mike and Reushle, Shirley (ed.) 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014 Toowoomba, Australia.High performance automated furrow irrigation
Uddin, Jasim, Smith, Rod and Gillies, Malcolm. 2014. "High performance automated furrow irrigation ." 17th Australian Cotton Conference (ACC 2014): Our Fibre, Our Focus, Our Future. Gold Coast, Australia 05 - 07 Aug 2014 Narrabri, Australia.Are 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.A simple strategy to manage furrow irrigation efficiently
Uddin, Jasim, Smith, Rod and Gillies, Malcolm. 2014. "A simple strategy to manage furrow irrigation efficiently." 17th Australian Cotton Conference (ACC 2014): Our Fibre, Our Focus, Our Future. Gold Coast, Australia 05 - 07 Aug 2014 Narrabri, Australia.Selection of irrigation duration for high performance furrow irrigation on cracking clay soils
Smith, Rod, Uddin, Jasim and Gillies, Malcolm. 2014. "Selection of irrigation duration for high performance furrow irrigation on cracking clay soils." Irrigation Australia Conference 2014: Water for Life, Future for All. Gold Coast, Australia 02 - 06 Jun 2014 Sydney, 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.