Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices
Technical report
Title | Applying risk-based principles of dispersive mine spoil behaviour to facilitate development of cost-effective best management practices |
---|---|
Report Type | Technical report |
Authors | Bennett, John (Author), Raine, Steve (Author), Reardon-Smith, Kate (Author), Dale, Glenn (Author) and Thomas, Evan (Author) |
Institution of Origin | University of Southern Queensland |
Number of Pages | 23 |
Year | 2017 |
Publisher | Unpublished |
Abstract | Dispersive spoil material on mine sites represents a significant operational, environmental and economic challenge to mining operations. Better understanding of the chemical and physical characteristic of spoil material and its behaviour under different climatic and management regimes is needed to inform site-specific management decisions. This industry-funded project has developed, parameterised and tested a prototype Bayesian network (BN) model which integrates a range of biophysical (climate, spoil characteristics, vegetation cover) and management (landform, spoil amendment, runoff management) variables. Where available, quantitative data were used to parameterise the model; however, in many instances, existing data were too few and it was necessary to use qualitative information (expert judgement). The process of developing the model identified serious data deficiencies which should inform future data collection strategies. An ongoing iterative process, with targeted data collection and feedback from industry decision makers and discipline experts, will support improvements in the model, which has significant potential to inform adaptive evidence-based best practice dispersive mine spoil management. |
Keywords | Bayesian Network model; model development; sensitivity analysis |
ANZSRC Field of Research 2020 | 410405. Environmental rehabilitation and restoration |
410404. Environmental management | |
410699. Soil sciences not elsewhere classified | |
Public Notes | File reproduced in accordance with the copyright policy of the publisher/author. |
Byline Affiliations | National Centre for Engineering in Agriculture |
International Centre for Applied Climate Science | |
Verterra Ecological Engineering, Australia |
https://research.usq.edu.au/item/q64z9/applying-risk-based-principles-of-dispersive-mine-spoil-behaviour-to-facilitate-development-of-cost-effective-best-management-practices
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Le Brocque, Andrew F, Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2017. "Drivers of grassland resistance and recovery to long term drought." 6th Joint Conference of the Ecological Society of Australia and the New Zealand Ecological Society (EcoTAS 2017). Pokolbin, Australia 26 Nov - 01 Dec 2017Chronic groundwater decline: a multi-decadal analysis of groundwater trends under extreme climate cycles
Le Brocque, Andrew F., Kath, Jarrod and Reardon-Smith, Kathryn. 2018. "Chronic groundwater decline: a multi-decadal analysis of groundwater trends under extreme climate cycles." Journal of Hydrology. 561, pp. 976-986. https://doi.org/10.1016/j.jhydrol.2018.04.059Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district
An-Vo, D.-A., Mushtaq, S. and Reardon-Smith, K.. 2017. "Modelling irrigated sugarcane crop under seasonal climate variability: a case study in Burdekin district." Syme, G., Hatton MacDonald, D., Fulton, B. and Piantadosi, J. (ed.) 22nd International Congress on Modelling and Simulation (MODSIM2017). Hobart, Australia 03 - 08 Dec 2017 Australia. Modelling and Simulation Society of Australia and New Zealand . https://doi.org/10.36334/modsim.2017.J6.anvoPredicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach
Nguyen-Ky, Tai, Mushtaq, Shahbaz, Loch, Adam, Reardon-Smith, Kate, An-Vo, Duc-Anh, Ngo-Cong, Duc and Tran-Cong, Thanh. 2018. "Predicting water allocation trade prices using a hybrid Artificial Neural Network-Bayesian modelling approach." Journal of Hydrology. 567, pp. 781-791. https://doi.org/10.1016/j.jhydrol.2017.11.049Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal
Pandey, Shiva Shankar, Maraseni, Tek Narayan, Reardon-Smith, Kathryn and Cockfield, Geoff. 2017. "Analysing foregone costs of communities and carbon benefits in small scale community based forestry practice in Nepal." Land Use Policy: the international journal covering all aspects of land use. 69, pp. 160-166. https://doi.org/10.1016/j.landusepol.2017.09.007Medical geology in the framework of the sustainable development goals
Bundschuh, Jochen, Maity, Jyoti Prakash, Mushtaq, Shahbaz Mushtaq, Vithange, Meththika, Seneweera, Saman, Schneider, Jerusa, Bhattacharya, Prosun, Khan, Nasreen Islam, Hamawand, Ihsan, Guilherme, Luiz R. G., Reardon-Smith, Kathryn, Parvez, Faruque, Morales-Simfors, Nury, Ghaze, Sara, Pudmenzky, Christa, Kouadio, Louis and Chen, Chien-Yen. 2017. "Medical geology in the framework of the sustainable development goals." Science of the Total Environment. 581-582, pp. 87-104. https://doi.org/10.1016/j.scitotenv.2016.11.208Estimating the value of conjunctive water use at a system-level using nonlinear programming model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2014. "Estimating the value of conjunctive water use at a system-level using nonlinear programming model." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014 Australia.Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry
Reardon-Smith, Kate, Farley, Helen, Cliffe, Neil, Mushtaq, Shahbaz, Stone, Roger, Doyle, Joanne, Martin, Neil, Ostini, Jenny, Maraseni, Tek, Marcussen, Torben, Loch, Adam and Lindesay, Janette. 2014. "Sweet success: virtual world tools enhance real world decision making in the Australian sugar industry." ICELW 2014: International Conference on e-Learning in the Workplace. New York, United States 11 - 13 Jun 2014Scheduling 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.Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study
An-Vo, Duc-Anh, Reardon-Smith, Kate, Mushtaq, Shahbaz, Cobon, David, Kodur, Shreevatsa and Stone, Roger. 2017. "Investigating the value of seasonal climate forecast for beef grazing enterprises: Charters Towers case study." 19th Biennial Conference of the Australian Rangeland Society. Port Augusta, Australia 25 - 28 Sep 2017 Australia.Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors
Maraseni, Tek Narayan, Reardon‑Smith, Kathryn, Griffiths, Greg and Apan, Armando. 2016. "Savanna burning methodology for fire management and emissions reduction: a critical review of influencing factors." Carbon Balance and Management. 11, pp. 1-11. https://doi.org/10.1186/s13021-016-0067-4Impact 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/18.4576Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes
Cliffe, Neil, Stone, Roger, Coutts, Jeff, Reardon-Smith, Kathryn and Mushtaq, Shahbaz. 2016. "Developing the capacity of farmers to understand and apply seasonal climate forecasts through collaborative learning processes." Journal of Agricultural Education and Extension: international journal on changes in agricultural knowledge and action systems. 22 (4), pp. 311-325. https://doi.org/10.1080/1389224X.2016.1154473Vegetative 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.2016.02.013An alternative index to the exchangeable sodium percentage for an explanation of dispersion occurring in soils
Bennett, John McL., Marchuk, Alla and Marchuk, Serhiy. 2016. "An alternative index to the exchangeable sodium percentage for an explanation of dispersion occurring in soils." Soil Research. 54 (8), pp. 949-957. https://doi.org/10.1071/SR15281Managing 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.2016.09.078Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems
Le Brocque, Andrew F., Kath, Jarrod, Reardon-Smith, Kate and Apan, Armando. 2016. "Groundwater decline and climatic variability: Implications for groundwater linked agro-ecosystems." 2016 Conference of the Ecological Society of Australia (ESA 2016). Fremantle, Australia 29 Nov - 02 Dec 2016 Australia.Can digital discussion support tools provide cost-effective options for agricultural extension services?
Mushtaq, Shahbaz, Reardon-Smith, Kate, Cliffe, Neil, Ostini, Jenny, Farley, Helen, Doyle, Joanne and Kealley, Matt. 2017. "Can digital discussion support tools provide cost-effective options for agricultural extension services?" Information Technologies and International Development. 13, pp. 52-68.A comparative study of conventional and controlled traffic in irrigated cotton: I. Heavy machinery impact on the soil resource
Bennett, John McL., Roberton, Stirling D., Jensen, Troy A., Antille, Diogenes L. and Hall, Jake. 2017. "A comparative study of conventional and controlled traffic in irrigated cotton: I. Heavy machinery impact on the soil resource." Soil and Tillage Research. 168, pp. 143-154. https://doi.org/10.1016/j.still.2016.12.012A comparative study of conventional and controlled traffic in irrigated cotton: II. Economic and physiological analysis
Bartimote, Timothy, Quigley, Richard, Bennett, John McL., Hall, Jake, Brodrick, Rose and Tan, Daniel K. Y.. 2017. "A comparative study of conventional and controlled traffic in irrigated cotton: II. Economic and physiological analysis." Soil and Tillage Research. 168, pp. 133-142. https://doi.org/10.1016/j.still.2016.12.009Water: 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. 378-406Effect 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.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.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.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.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.2015.02.011Rapid method for assessment of soil structural stability by turbidimeter
Zhu, Yingcan, Marchuk, Alla and Bennett, John McLean. 2016. "Rapid method for assessment of soil structural stability by turbidimeter." Soil Science Society of America Journal. 80 (6), pp. 1629-1637. https://doi.org/10.2136/sssaj2016.07.0222An 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.v21n5p298-303An 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.Thermodynamic modelling and threshold electrolyte concentration analysis for treatment and application of coal seam gas associated water
Bennett, John McLean and Marchuk, Serhiy. 2016. Thermodynamic modelling and threshold electrolyte concentration analysis for treatment and application of coal seam gas associated water . Toowoomba, Australia. University of Southern Queensland.Managing the safe application of sugar by-products to soil: modelling and recommendations
Bennett, J. McL., Wieck, T., Dafny, E, Schroeder, B. and Attard, S.. 2015. Managing the safe application of sugar by-products to soil: modelling and recommendations. Toowoomba, Australia. University of Southern Queensland.Bioenergy from cotton industry wastes: a review and potential
Hamawand, Ihsan, Sandell, Gary, Pittaway, Pam, Chakrabarty, Sayan, Yusaf, Talal, Chen, Guangnan, Seneweera, Saman, Al-Lwayzy, Saddam, Bennett, John and Hopf, Joshua. 2016. "Bioenergy from cotton industry wastes: a review and potential." Renewable and Sustainable Energy Reviews. 66, pp. 435-448. https://doi.org/10.1016/j.rser.2016.08.033