Agricultural big data: utilisation to discover the unknown and instigate practice change

Article

Bennett, John McLean. 2015. "Agricultural big data: utilisation to discover the unknown and instigate practice change." Farm Policy Journal. 12 (1), pp. 43-50.
Article Title

Agricultural big data: utilisation to discover the unknown and instigate practice change

ERA Journal ID45081
Article CategoryArticle
Authors
AuthorBennett, John McLean
Journal TitleFarm Policy Journal
Journal Citation12 (1), pp. 43-50
Number of Pages8
Year2015
PublisherAustralian Farm Institute
Place of PublicationSydney, Australia
ISSN1449-2210
1449-8812
Web Address (URL)http://www.farminstitute.org.au/publications-1/farm-policy-journals/2015-autumn-from-little-data-big-data-grow/agricultural-big-data-utilisation-to-discover-the-unknown-and-instigate-practice-change
Abstract

This short discussion paper considers the current agricultural extension shortfalls and considers how agricultural big data might be used to change the way unknown on-farm issues are identified and managed. The premise being that if unknown issues are brought to light on an individual basis, and potential solutions discussed within trusted networks, that this will enhance the incidence of practice change. Knowledge is discussed in terms of that which is known and that which is not, with the discussion focused on the use of data to help realise unknown knowledge and thus determine on-farm issues, as well as predict cause and effect. The paper draws on the concepts of big data and networked learning to provide a base model on which digital platforms might operate to provide efficiencies in the on-farm decision-making process, as well as enhance the power of those decisions.

Keywordsfarmers; graziers; agricultural forums; issues; work practices; change management
ANZSRC Field of Research 2020410403. Environmental education and extension
300208. Farm management, rural management and agribusiness
300202. Agricultural land management
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Byline AffiliationsNational Centre for Engineering in Agriculture
Institution of OriginUniversity of Southern Queensland
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Bennett, J. McL., Raine, S. R. and Eberhard, F.. 2012. Threshold electrolyte concentration relationships for soils from Roma fields Roleen property. Towoomba, Australia. University of Southern Queensland.
The impact of rain water on soil pore networks following irrigation with saline-sodic water
Awedat, A. M., Bennett, J. McL., Raine, S. R. and Misra, R. K.. 2012. "The impact of rain water on soil pore networks following irrigation with saline-sodic water." Birkett, Lucy and Sparrow, Leigh (ed.) 5th Joint Australian and New Zealand Soil Science Conference (SSA 2012): Soil Solutions for Diverse Landscapes. Hobart, Australia 02 - 07 Dec 2012 Melbourne, Australia.
Influence of porosity and permeate suspended clay concentration on clay entrainment within a red ferrosol
Awedat, A. M., Raine, S. R., Bennett, J. McL. and Misra, R. K.. 2012. "Influence of porosity and permeate suspended clay concentration on clay entrainment within a red ferrosol." Birkitt, Lucy and Sparrow, Leigh (ed.) 5th Joint Australian and New Zealand Soil Science Conference (SSA 2012): Soil Solutions for Diverse Landscapes. Hobart, Australia 02 - 07 Dec 2012 Melbourne, Australia.
The soil specific nature of threshold electrolyte concentration analysis
Bennett, J. McL. and Raine, S. R.. 2012. "The soil specific nature of threshold electrolyte concentration analysis." Birkett, L. L. and Sparrow, L. A. (ed.) 5th Joint Australian and New Zealand Soil Science Conference (SSA 2012): Soil Solutions for Diverse Landscapes. Hobart, Australia 02 - 07 Dec 2012 Hobart, Australia.
Modified threshold electrolyte concentration analysis for soils from Greenacres
Bennett, J. McL. and Raine, S. R.. 2011. Modified threshold electrolyte concentration analysis for soils from Greenacres . Toowoomba, Australia. University of Southern Queensland.
Environmental effects of applying coal seam gas associated water to unsealed roads for dust suppression: final report
Bennett, J. McL. and Raine, S. R.. 2011. Environmental effects of applying coal seam gas associated water to unsealed roads for dust suppression: final report. Toowoomba, Australia. University of Southern Queensland.
Effect of applying feedlot effluent pond water on the permeability of soils: final report
Bennett, J. McL., Dalby, T. and Raine, S. R.. 2011. Effect of applying feedlot effluent pond water on the permeability of soils: final report. Toowoomba, Australia. University of Southern Queensland.
Threshold electrolyte concentration relationships for soils from property A and B
Bennett, J., Raine, S. and Eberhard, F.. 2011. Threshold electrolyte concentration relationships for soils from property A and B. Toowoomba, Australia. University of Southern Queensland.
Threshold electrolyte concentration relationships for soils from Roleen, Tantatton, Pine Ridge, Ben Bow and Oakleigh
Bennett, J., Raine, S. and Eberhard, F.. 2011. Threshold electrolyte concentration relationships for soils from Roleen, Tantatton, Pine Ridge, Ben Bow and Oakleigh. Toowoomba, Australia. University of Southern Queensland.
Threshold electrolyte concentration relationships for soils from the Fairview IR5, IR7 and IR8 irrigation areas
Raine, S. R. and Bennett, J.. 2011. Threshold electrolyte concentration relationships for soils from the Fairview IR5, IR7 and IR8 irrigation areas. Toowoomba, Australia. University of Southern Queensland.
Effect of applying feedlot effluent pond water on the permeability of soils: interim report
Bennett, J., Dalby, T. and Raine, S.. 2011. Effect of applying feedlot effluent pond water on the permeability of soils: interim report. Toowoomba, Australia. University of Southern Queensland.
Measuring rate of change of oxygen concentration and intrinsic oxidation rate in a pile of material
Bennett, John, Stepanyants, Yury and Ritchie, Ian. 2004. Measuring rate of change of oxygen concentration and intrinsic oxidation rate in a pile of material. WO 2004/072636 A1
Viability of lime and gypsum use in mitigating sodicity in an irrigated vertosol
Bennett, John and Cattle, Stephen. 2010. "Viability of lime and gypsum use in mitigating sodicity in an irrigated vertosol." Gilkes, Robert J. and Prakongkep, Nattaporn (ed.) 19th World Congress of Soil Science (WCSS 2010): Soil Solutions for a Changing World. Brisbane, Australia 01 - 06 Aug 2010 Melbourne, Australia.