Applying the FAIR principles to the Drought Monitor to improve accessibility of data

Poster


Gacenga, Francis, An-Vo, Duc-Anh, McCulloch, Jillian and Cobon, David. 2024. "Applying the FAIR principles to the Drought Monitor to improve accessibility of data." 30th Conference of the Australian Meteorological and Oceanographic Society. Canberra, Australia 05 - 09 Feb 2024 Australia.
Paper/Presentation Title

Applying the FAIR principles to the Drought Monitor to improve accessibility of data

Presentation TypePoster
AuthorsGacenga, Francis, An-Vo, Duc-Anh, McCulloch, Jillian and Cobon, David
Journal Citationpp. 390-390
Year2024
Place of PublicationAustralia
Web Address (URL) of Conference Proceedingshttps://virtual.oxfordabstracts.com/#/event/4713/program
Conference/Event30th Conference of the Australian Meteorological and Oceanographic Society
Event Details
30th Conference of the Australian Meteorological and Oceanographic Society
Parent
National Conference of the Australian Meteorological and Oceanographic Society
Delivery
In person
Event Date
05 to end of 09 Feb 2024
Event Location
Canberra, Australia
Event Venue
Hyatt Hotel, Canberra
Event Web Address (URL)
Abstract

Despite the growing requirements to make research datasets Findable, Accessible, Interoperable and Reusable (FAIR) there is scarcity in the literature describing how this can be achieved in the climate sciences. The benefits of making research datasets FAIR are well documented and commitment to FAIR principles by funding agencies and research institutions is increasing. In this paper we describe the process of retrospectively making a drought monitor dataset FAIR. We highlight the challenges faced and the approach undertaken to make the dataset FAIR. The Australian Drought Monitor (ADM) dataset was developed as part of the Northern Australia Climate Program (NACP), a joint project funded by Meat and Livestock Australia, the Queensland Drought and Climate Adaptation Program and the University of Southern Queensland (UniSQ). The aim of the NACP drought monitor dataset was to primarily generate maps to assist in decision making by farmers, policy makers and other stakeholders. Making the ADM dataset FAIR involved information management aspects in the creation of accompanying metadata, assignment of persistent identifiers and standardisation of vocabulary to improve findability, accessibility and interoperability. Contractual, legal and social aspects were necessary for securing ownership rights, attribution and licencing to enable reusability. We describe how we made the drought monitor dataset FAIR to agricultural researchers, policy makers and farm managers. These users now have better drought status information for decision making. In this paper we focus on the scientific, organisational and social processes undertaken to make a dataset reusable and subsequently increase its’ utility, citation footprint and impact.

KeywordsFAIR, research data management, agricultural data, digital research infrastructure
Contains Sensitive ContentDoes not contain sensitive content
ANZSRC Field of Research 2020460908. Information systems organisation and management
460901. Business process management
300207. Agricultural systems analysis and modelling
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Byline AffiliationsUniversity of Southern Queensland
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An-Vo, Duc-Anh, Mushtaq, Shahbaz, Zheng, Bangyou, Christopher, Jack T., Chapman, Scott C. and Chenu, Karine. 2018. "Direct and indirect costs of frost in the Australian wheatbelt." Ecological Economics. 150, pp. 122-136. https://doi.org/10.1016/j.ecolecon.2018.04.008
Copula-statistical precipitation forecasting model in Australia’s agro-ecological zones
Nguyen-Huy, Thong, Deo, Ravinesh C., An-Vo, Duc-Anh, Mushtaq, Shahbaz and Khan, Shahjahan. 2017. "Copula-statistical precipitation forecasting model in Australia’s agro-ecological zones." Agricultural Water Management. 191, pp. 153-172. https://doi.org/10.1016/j.agwat.2017.06.010
Climate change impact and adaptation in agricultural systems of Australia and Brazil
Ghahramani, Afshin, Berndt, Alexandre, Cobon, David, Banhazi, Thomas and Ji, Boyu. 2017. "Climate change impact and adaptation in agricultural systems of Australia and Brazil." Parapinski, Marina, Carbonare, Maryon Strack Dalle and Schmidt, Patrick (ed.) 54th Annual Meeting of the Brazilian Society of Animal Science: A new View of Animal Science: Challenges and Perspectives. Foz do Iguacu, Brasil 24 - 28 Jun 2017 Foz do Iguacu, Brazil.
Numerical modelling of moisture motion in heterogeneous soils using 1D-MIRBF method
Ngo-Cong, Duc, An-Vo, Duc-Anh and Nguyen-Ky, Tai. 2014. "Numerical modelling of moisture motion in heterogeneous soils using 1D-MIRBF method." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014
Estimating 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.
Forecasting water market prices in the Murray-Darling basin using Hybrid Artificial Neural Network (ANN) - Bayesian Modelling Approach
Nguyen-Ky, Tai, Mushtaq, Shahbaz, An-Vo, Duc-Anh and Ngo-Cong, Duc. 2014. "Forecasting water market prices in the Murray-Darling basin using Hybrid Artificial Neural Network (ANN) - Bayesian Modelling Approach." 2nd Digital Rural Futures Conference 2014. Toowoomba, Australia 25 - 27 Jun 2014
Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Stone, Roger C., Christopher, Mandy, Chenu, Karine, Christopher, Jack T., Frederiks, Troy M., Zheng, Bangyou and Chapman, Scott. 2016. Economic assessment of various levels of improved wheat post head-emergence frost (PHEF) tolerance breeding options: final technical report. Australia. Grains Research and Development Corporation.
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.
A generalised finite difference scheme based on compact integrated radial basis function for flow in heterogeneous soils
Ngo-Cong, D., Tien, C.M.T., Nguyen-Ky, T., An-Vo, D.-A., Mai-Duy, N., Strunin, D. V. and Tran-Cong, T.. 2017. "A generalised finite difference scheme based on compact integrated radial basis function for flow in heterogeneous soils." International Journal for Numerical Methods in Fluids. 85 (7), pp. 404-429. https://doi.org/10.1002/fld.4386
Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance
Mushtaq, Shahbaz, An-Vo, Duc-Anh, Christopher, Mandy, Zheng, Bangyou, Chenu, Karine, Chapman, Scott C., Christopher, Jack T., Stone, Roger C., Frederiks, Troy M. and Alam, G. M. Monirul. 2017. "Economic assessment of wheat breeding options for potential improved levels of post head-emergence frost tolerance." Field Crops Research. 213, pp. 75-88. https://doi.org/10.1016/j.fcr.2017.07.021
Alleviating design silence in design science research: a proposal of a design method
Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2012. "Alleviating design silence in design science research: a proposal of a design method." McClean, Rachel (ed.) 11th European Conference on Research Methods in Business and Management. Bolton, United Kingdom 28 - 29 Jun 2012 Reading, UK.
Risk matrix approach useful in adapting agriculture to climate change
Cobon, David H., Williams, Allyson A. J., Power, Brendan, McRae, David and Davis, Peter. 2016. "Risk matrix approach useful in adapting agriculture to climate change." Climatic Change: an interdisciplinary, international journal devoted to the description, causes and implications of climatic change. 138 (1-2), pp. 173-189. https://doi.org/10.1007/s10584-016-1732-z
Food shortages are associated with droughts, floods, frosts and ENSO in Papua New Guinea
Cobon, David H., Ewai, Maureen, Inape, Kasis and Bourke, R. Michael. 2016. "Food shortages are associated with droughts, floods, frosts and ENSO in Papua New Guinea." Agricultural Systems. 145, pp. 150-164. https://doi.org/10.1016/j.agsy.2016.02.012
Responses of nitrogen utilization and apparent nitrogen loss to different control measures in the wheat and maize rotation sytsem
Peng, Zhengping, Liu, Yanan, Li, Yingchun, Abawi, Yahya, Wang, Yanqun, Men, Minxin and An-Vo, Duc-Anh. 2017. "Responses of nitrogen utilization and apparent nitrogen loss to different control measures in the wheat and maize rotation sytsem." Frontiers in Plant Science. 8, pp. 1-9. https://doi.org/10.3389/fpls.2017.00160
Potential international markets for GM reproductive frost management technologies for wheat: cost-benefit analysis - final technical report
Mushtaq, Shahbaz, Christopher, Mandy and An-Vo, Duc-Anh. 2016. Potential international markets for GM reproductive frost management technologies for wheat: cost-benefit analysis - final technical report. Australia. Grains Research and Development Corporation.
A review of stochastic description of the turbulence effect on bubble-particle interactions in flotation
Nguyen, Anh V., An-Vo, Duc-Anh, Tran-Cong, Thanh and Evans, Geoffrey M.. 2016. "A review of stochastic description of the turbulence effect on bubble-particle interactions in flotation." International Journal of Mineral Processing. 156, pp. 75-86. https://doi.org/10.1016/j.minpro.2016.05.002
Estimating the value of conjunctive water use at a system-level using nonlinear programing model
An-Vo, Duc-Anh, Mushtaq, Shahbaz and Reardon-Smith, Kathryn. 2015. "Estimating the value of conjunctive water use at a system-level using nonlinear programing model." Journal of Economic and Social Policy. 17 (2), pp. [163]-[182].
Economic impact of frost in the Australian wheatbelt
An-Vo, D.-A., Mushtaq, S., Zheng, B., Christopher, J. T., Chapman, S. and Chenu, K.. 2015. "Economic impact of frost in the Australian wheatbelt." Tropical Agriculture Conference 2015: Meeting the Productivity Challenge in the Tropics (TropAg2015). Brisbane, Australia 16 - 18 Nov 2015
Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production
An-Vo, D.-A., Mushtaq, S., Nguyen-Ky, T., Bundschuh, J., Tran-Cong, T., Maraseni, T. N. and Reardon-Smith, K.. 2015. "Nonlinear Optimisation Using Production Functions to Estimate Economic Benefit of Conjunctive Water Use for Multicrop Production." Water Resources Management. 29 (7), pp. 2153-2170. https://doi.org/10.1007/s11269-015-0933-y
IT service management: a cross-national study of ITIL adoption
Marrone, Mauricio, Gacenga, Francis, Cater-Steel, Aileen and Kolbe, Lutz. 2014. "IT service management: a cross-national study of ITIL adoption." Communications of the Association for Information Systems. 34 (1), pp. 865-892. https://doi.org/10.17705/1cais.03449
The HPC next door: enabling research outcomes using QCIF HPC facilities
Gacenga, Francis, Bell, Jason, Samalca, Irvin K. and Brieva, Daniel. 2014. "The HPC next door: enabling research outcomes using QCIF HPC facilities." eResearch Australasia 2014 Conference: Towards Unified Global Research. Melbourne, Australia 27 - 31 Oct 2014
Pleasant encounters of the VM kind: leveraging on NeCTAR VMs to achieve research outcomes
Gacenga, Francis, Kelly, Nick and Rayment, Erin. 2014. "Pleasant encounters of the VM kind: leveraging on NeCTAR VMs to achieve research outcomes." eResearch Australasia 2014 Conference: Towards Unified Global Research. Melbourne, Australia 27 - 31 Oct 2014 Sydney, Australia.
El Nino southern oscillation based rainfall forecasts in southern Africa. II. daily forecasts could help summer planting decisions in Zimbabwe
Cobon, D. H., Unganai, L. S. and Clewett, J. F.. 2003. "El Nino southern oscillation based rainfall forecasts in southern Africa. II. daily forecasts could help summer planting decisions in Zimbabwe." Allsopp, N., Palmer, A. R., Milton, S. J., Kirkman, K. P., Kerley, G. I. H., Hurt, C. R. and Brown, C. J. (ed.) 7th International Rangelands Congress 2003: Rangelands in the New Millennium . Durban, South Africa 26 Jul - 01 Aug 2003 Durban, South Africa.
El Nino southern oscillation based rainfall forecasts in southern Africa. 1. seasonal forecasts can help communal farmers manage drought
Cobon, D. H., Unganai, L. S. and Clewett, J. F.. 2003. "El Nino southern oscillation based rainfall forecasts in southern Africa. 1. seasonal forecasts can help communal farmers manage drought." Allsopp, N., Palmer, A. R., Milton, S. J., Kirkman, K. P., Kerley, G. I. H., Hurt, C. R. and Brown, C. J. (ed.) 7th International Rangelands Congress 2003: Rangelands in the New Millennium . Durban, South Africa 26 Jul - 01 Aug 2003 Durban, South Africa.
Climate change impacts on Australia's rangeland livestock carrying capacity: a review of issues
McKeon, G. M., Stone, G. S., Syktus, J. I., Carter, J. O., Flood, N. R., Ahrens, D. G., Bruget, D. N., Chilcott, C. R., Cobon, D. H., Cowley, R. A., Crimp, S. J., Fraser, G. W., Howden, S. M., Johnston, P. W., Ryan, J. G., Stokes, C. J. and Day, K. A.. 2009. "Climate change impacts on Australia's rangeland livestock carrying capacity: a review of issues." The Rangeland Journal. 31 (1), pp. 1-29. https://doi.org/10.1071/RJ08068
Climate information needs of Gascoyne-Murchison pastoralists: a representative study of the Western Australian grazing industry
Keogh, D. U., Watson, I. W., Bell, K. L., Cobon, D. H. and Dutta, S. C.. 2005. "Climate information needs of Gascoyne-Murchison pastoralists: a representative study of the Western Australian grazing industry." Animal Production Science. 45 (12), pp. 1613-1625. https://doi.org/10.1071/EA04275
You don't know what you don't know: ethics and participant consent issues for eResearch users
Ostini, Jenny, Gacenga, Francis, Pocock, Celmara and Whiteside, Eliza. 2014. "You don't know what you don't know: ethics and participant consent issues for eResearch users." eResearch Australasia 2014 Conference: Towards Unified Global Research. Melbourne, Australia 27 - 31 Oct 2014 Sydney, Australia.
Formative evaluation to benchmark and improve climate-based decision support for graziers in western Queensland
Keogh, D. U., Bell, K. L., Park, J. N. and Cobon, D, H.. 2004. "Formative evaluation to benchmark and improve climate-based decision support for graziers in western Queensland." Australian Journal of Experimental Agriculture. 44, pp. 233-246. https://doi.org/10.1071/EA01204
The climate change risk management matrix for the grazing industry of northern Australia
Cobon, David H., Stone, Grant S., Carter, John O., Scanlan, Joe C., Toombs, Nathan R., Zhang, Xike, Willcocks, Jacqui and McKeon, Greg M.. 2009. "The climate change risk management matrix for the grazing industry of northern Australia." The Rangeland Journal. 31 (1), pp. 31-49. https://doi.org/10.1071/RJ08069
Forecasting rainfall based on the Southern Oscillation Index phases at longer lead-times in Australia
Cobon, David H. and Toombs, Nathan R.. 2013. "Forecasting rainfall based on the Southern Oscillation Index phases at longer lead-times in Australia." The Rangeland Journal. 35 (4), pp. 373-383. https://doi.org/10.1071/RJ12105
Summative evaluation of climate application activities with pastoralists in western Queensland
Cobon, D. H., Bell, K. L., Park, J. N. and Keogh, D. U.. 2008. "Summative evaluation of climate application activities with pastoralists in western Queensland." The Rangeland Journal. 30 (3), pp. 361-374. https://doi.org/10.1071/RJ06030
ADI method based on C2-continuous two-node integrated-RBF elements for viscous flows
An-Vo, D.-A., Mai-Duy, N., Tran, C.-D. and Tran-Cong, T.. 2013. "ADI method based on C2-continuous two-node integrated-RBF elements for viscous flows." Applied Mathematical Modelling: simulation and computation for engineering and environmental systems. 37 (7), pp. 5184-5203. https://doi.org/10.1016/j.apm.2012.10.034
Simulation of Newtonian-fluid flows with C2-continuous two-node integrated-RBF elements
An-Vo, D.-A., Mai-Duy, N. and Tran-Cong, T.. 2010. "Simulation of Newtonian-fluid flows with C2-continuous two-node integrated-RBF elements." Structural Longevity. 4 (1), pp. 39-45. https://doi.org/10.3970/sl.2010.004.039
RBF computation of multiscale elliptic problems [Keynote paper]
An-Vo, D.-A., Tran, C.-D., Mai-Duy, N. and Tran-Cong, T.. 2012. "RBF computation of multiscale elliptic problems [Keynote paper]." Atluri, S. N., Vusanovic, I. and Sarler, B. (ed.) 8th ICCES Special Symposium on Meshless & Other Novel Computational Methods (ICCES MM 2012). Budva, Montenegro 02 - 06 Sep 2012 Montenegro.
Modeling strain localisation in a segmented bar by a C2-continuous two-node integrated-RBF element formulation
An-Vo, D.-A., Mai-Duy, N., Tran, C.-D. and Tran-Cong, T.. 2012. "Modeling strain localisation in a segmented bar by a C2-continuous two-node integrated-RBF element formulation." Brebbia, C. A. and Poljak, D. (ed.) 34th International Conference on Boundary Elements and other Mesh Reduction Methods (BEM/MRM 2012). Split, Croatia 25 - 27 Jun 2012 United Kingdom. https://doi.org/10.2495/BE120011
RBF-based multiscale control volume method for second order elliptic problems with oscillatory coefficients
An-Vo, D.-A., Tran, C.-D., Mai-Duy, N. and Tran-Cong, T.. 2012. "RBF-based multiscale control volume method for second order elliptic problems with oscillatory coefficients." CMES Computer Modeling in Engineering and Sciences. 89 (4), pp. 303-359. https://doi.org/10.3970/cmes.2012.089.303
A proposal and evaluation of a design method in design science research
Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2012. "A proposal and evaluation of a design method in design science research." Electronic Journal of Business Research Methods. 10 (2), pp. 89-100.
A performance measurement framework for IT service management
Gacenga, Francis Njoroge. 2013. A performance measurement framework for IT service management. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
C2-Element radial basis function methods for some continuum mechanics problems
An-Vo, Duc-Anh. 2013. C2-Element radial basis function methods for some continuum mechanics problems. PhD Thesis Doctor of Philosophy. University of Southern Queensland.
Extending the IT service quality measurement framework through a systematic literature review
Lepmets, Marion, Cater-Steel, Aileen, Gacenga, Francis and Ras, Eric. 2012. "Extending the IT service quality measurement framework through a systematic literature review." Journal of Service Science Research. 4 (1), pp. 7-47. https://doi.org/10.1007/s12927-012-0001-6
IRBFN-based multiscale solution of a model 1D elliptic equation
An-Vo, D.-A., Tran, C.-D., Mai-Duy, N. and Tran-Cong, T.. 2011. "IRBFN-based multiscale solution of a model 1D elliptic equation." Brebbia, C. A. and Popov, V. (ed.) 33rd International Conference on Boundary Elements and other Mesh Reduction Methods (BEM/MRM 2011). New Forest, United Kingdom 28 - 30 Jun 2011 Southampton, United Kingdom. https://doi.org/10.2495/BE110211
IT service management: towards a contingency theory of performance measurement
Gacenga, Francis, Cater-Steel, Aileen, Tan, Wui-Gee and Toleman, Mark. 2011. "IT service management: towards a contingency theory of performance measurement." 32nd International Conference on Information Systems (ICIS 2011). Shanghai, China 04 - 07 Dec 2011 Atlanta, GA. United States.
An integrated RBFN-based macro-micro multi-scale method for computation of visco-elastic fluid flows
Tran, C.-D., An-Vo, D.-A., Mai-Duy, N. and Tran-Cong, T.. 2011. "An integrated RBFN-based macro-micro multi-scale method for computation of visco-elastic fluid flows." CMES Computer Modeling in Engineering and Sciences. 82 (2), pp. 137-162. https://doi.org/10.3970/cmes.2011.082.137
Measuring the performance of IT service management
Gacenga, Francis, Cater-Steel, Aileen and Toleman, Mark. 2011. "Measuring the performance of IT service management." Communications of Global Information Technology (COGIT). 3 (2011), pp. 13-24.
Measuring IT service management performance: a model development
Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2012. "Measuring IT service management performance: a model development." Belkhamza, Zakariya and Wafa, Syed Azizi (ed.) Measuring organizational information systems success: new technologies and practices. Hershey, PA. United States. IGI Global. pp. 102-119
Measuring the performance of service orientated IT management
Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2011. "Measuring the performance of service orientated IT management." Sprouts: working papers on information environments, systems and organizations. 11 (162).
High-order upwind methods based on C2-continuous two-node integrated-RBF elements for viscous flows
An-Vo, D. A., Mai-Duy, N. and Tran-Cong, T.. 2011. "High-order upwind methods based on C2-continuous two-node integrated-RBF elements for viscous flows." CMES Computer Modeling in Engineering and Sciences. 80 (2), pp. 141-177. https://doi.org/10.3970/cmes.2011.080.141
A C2-continuous control-volume technique based on cartesian grids and two-node integrated-RBF elements for second-order elliptic problems
An-Vo, D. A., Mai-Duy, N. and Tran-Cong, T.. 2011. "A C2-continuous control-volume technique based on cartesian grids and two-node integrated-RBF elements for second-order elliptic problems." CMES Computer Modeling in Engineering and Sciences. 72 (4), pp. 299-334. https://doi.org/10.3970/cmes.2011.072.299
Keeping score: measuring ITSM performance
Gacenga, Francis, Cater-Steel, Aileen, Toleman, Mark and Tan, Wui-Gee. 2011. "Keeping score: measuring ITSM performance." 14th National Conference of IT Service Management Forum (itSMF) Australia. Perth, Australia 17 - 19 Aug 2010 Melbourne, Australia.
Performance measurement of IT service management: a case study of an Australian university
Gacenga, Francis and Cater-Steel, Aileen. 2011. "Performance measurement of IT service management: a case study of an Australian university." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Brisbane, Australia.
Towards a framework and contingency theory for performance measurement: a mixed-method approach [Research in progress]
Gacenga, Francis, Cater-Steel, Aileen and Tan, Wui-Gee. 2011. "Towards a framework and contingency theory for performance measurement: a mixed-method approach [Research in progress]." Seddon, Peter and Gregor, Shirley (ed.) 15th Pacific Asia Conference on Information Systems (PACIS 2011): Quality Research in Pacific Asia. Brisbane, Australia 07 - 11 Jul 2011 Brisbane, Australia.
An International Analysis of IT Service Management Benefits and Performance Measurement
Gacenga, Francis, Cater-Steel, Aileen and Toleman, Mark. 2010. "An International Analysis of IT Service Management Benefits and Performance Measurement ." Journal of Global Information Technology Management. 13 (4), pp. 28-63. https://doi.org/10.1080/1097198X.2010.10856525
Delivering value through IT service management metrics
Gacenga, Francis and Cater-Steel, Aileen. 2010. "Delivering value through IT service management metrics." ITSMF Bulletin: Informed Intelligence. Summer, pp. 8-9.
What's Your PMF challenge?
Gacenga, Francis and Cater-Steel, Aileen. 2010. "What's Your PMF challenge?" ITSMF Bulletin: Informed Intelligence. Winter, pp. 15-17.
Results from a survey of members of the IT Service Management Forum of Australia to measure the performance of service orientated IT management
Gacenga, Francis. 2009. Results from a survey of members of the IT Service Management Forum of Australia to measure the performance of service orientated IT management. Toowoomba. University of Southern Queensland. https://doi.org/10.26192/q37yz
Climate Change Impacts on the Sediment Load for the Nogoa Catchment of the Fitzroy Basin
Cobon, D. H. and Toombs, N. R.. 2007. "Climate Change Impacts on the Sediment Load for the Nogoa Catchment of the Fitzroy Basin." 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 New Zealand. Modelling and Simulation Society of Australia and New Zealand .
Climate Change Impacts on the Water Resources of the Cooper Creek Catchment
Cobon, D. H. and Toombs, N. R.. 2007. "Climate Change Impacts on the Water Resources of the Cooper Creek Catchment." 17th International Congress on Modelling and Simulation (MODSIM07). Christchurch, New Zealand 10 - 13 Dec 2007 New Zealand. Modelling and Simulation Society of Australia and New Zealand .