Dr Sandra Johnson
Faculty of Science,
School of Mathematical Sciences
Personal details
Positions
- Visiting Fellow
Faculty of Science,
School of Mathematical Sciences
Keywords
Bayesian networks, Bayesian statistics, Conservation, Environment
Research field
Numerical and Computational Mathematics, Statistics
Field of Research code, Australian and New Zealand Standard Research Classification (ANZSRC), 2008
Qualifications
- PhD (Queensland University of Technology)
Professional memberships and associations
Publications
- Buys, L., Mengersen, K., Johnson, S., Van Buuren, N. & Miller, E. (2014). A triple bottom line planning tool for measuring sustainability: A systems approach to sustainability using the Australian dairy industry as a case study. Chartridge Books Oxford. https://eprints.qut.edu.au/70557
- Johnson, S., Abal, E., Ahern, K. & Hamilton, G. (2014). From science to management: Using Bayesian networks to learn about Lyngbya. Statistical Science, 29(1), 36–41. https://eprints.qut.edu.au/64596
- Caley, M., O'Leary, R., Fisher, R., Low Choy, S., Johnson, S. & Mengersen, K. (2014). What is an expert? A systems perspective on expertise. Ecology and Evolution, 4(3), 231–242. https://eprints.qut.edu.au/64783
- Johnson, S., Marker, L., Mengersen, K., Gordon, C., Melzheimer, J., Schmidt-Kuntzel, A., Nghikembua, M., Fabiano, E., Henghali, J. & Wachter, B. (2013). Modeling the viability of the free-ranging cheetah population in Namibia: an object-oriented Bayesian network approach. Ecosphere, 4(7), 1–19. https://eprints.qut.edu.au/64597
- Barton, D., Kuikka, S., Varis, O., Uusitalo, L., Henriksen, H., Borsuk, M., de la Hera, A., Farmani, R., Johnson, S. & Linnell, J. (2012). Bayesian networks in environmental and resource management. Integrated Environmental Assessment and Management, 8(3), 418–429. https://eprints.qut.edu.au/66795
- Johnson, S. & Mengersen, K. (2012). Integrated Bayesian network framework for modeling complex ecological issues. Integrated Environmental Assessment and Management, 8(3), 480–490. https://eprints.qut.edu.au/52574
- Johnson, S., Low-Choy, S. & Mengersen, K. (2012). Integrating Bayesian networks and geographic information systems: Good practice examples. Integrated Environmental Assessment and Management, 8(3), 473–479. https://eprints.qut.edu.au/52324
- Mengersen, K., Quinlan, M., Whittle, P., Knight, J., Mumford, J., Wan Ismail, W., Tahir, H., Holt, J., Leach, A., Johnson, S., Sivapragasam, A., Lum, K., Sue, M., Othman, Y., Jumaiyah, L., Tu, D., Anh, N., Pradyabumrung, T., Salyapongse, C., Marasigan, L., Palacpac, M., Dulce, L., Panganiban, G., Soriano, T., Carandang, E. & Hermawan. (2012). Beyond compliance: project on an integrated systems approach for pest risk management in South East Asia. EPPO Bulletin, 42(1), 109–116. https://eprints.qut.edu.au/64602
- Johnson, S., Fielding, F., Hamilton, G. & Mengersen, K. (2010). An Integrated Bayesian Network approach to Lyngbya majuscula bloom initiation. Marine Environmental Research, 69(1), 27–37. https://eprints.qut.edu.au/43065
- Johnson, S., Mengersen, K., de Waal, A., Marnewick, K., Cilliers, D., Houser, A. & Boast, L. (2010). Modelling cheetah relocation success in southern Africa using an Iterative Bayesian Network Development Cycle. Ecological Modelling, 221(4), 641–651. https://eprints.qut.edu.au/45008
QUT ePrints
For more publications by Sandra, explore their research in QUT ePrints (our digital repository).