Associate Professor Barry Croke

Senior Fellow

Barry Croke has a BSc in Theoretical Physics and a PhD in Astrophysics from UNSW. He started working in Environmental Science in 1996, and has been a staff member in the Integrated Catchment Assessment and Management Centre since 1999, and has held a joint appointment with the Department of Mathematics and the Fenner School of Environment and Society since 2006. He has expertise in modelling a wide range of natural systems, including model development, assessment and uncertainty analysis. He was co-leader of the Top-Down modelling Working Group - part of the Prediction in Ungauged Basins initiative of the International Association of Hydrological Sciences, and is a member of the editorial board of Hydrology Research.

Research interests

  • Development of models for prediction of streamflow and water quality, as well as integrated resource management.
  • Prediction of flow at ungauged sites, which requires techniques for predicting hydrologic response based on catchment attributes such as topography and land use. This involves development of models suitable for such work, as well as exploring the relationships between model parameters and key catchment attributes.
  • Modelling water quality including estimation of sediment, nutrient and pathogen exports.
  • Investigating model response to uncertainty in parameter values and input data through sensitivity analysis. This is an important component of model development due to the sparse nature of environmental datasets.
  • Modelling carbon fluxes for evaluation of carbon offsets
  • Teng, J, Jakeman, A, Vaze, J et al 2017, 'Flood inundation modelling: A review of methods, recent advances and uncertainty analysis', Environmental Modelling and Software, vol. 90, no. -, pp. 201-216pp.
  • Ceola, S, Montanari, A, Krueger, T et al 2016, 'Adaptation of water resources systems to changing society and environment: a statement by the International Association of Hydrological Sciences', Hydrological Sciences Journal, vol. 61, no. 16, pp. 2803-2817.
  • Shin, M, Guillaume, J, Croke, B et al 2015, 'A review of foundational methods for checking the structural identifiability of models: Results for rainfall-runoff', Journal of Hydrology, vol. 520, pp. 1-16.
  • Kath, J, Powell, S, Reardon-Smith, K et al 2015, 'Groundwater salinization intensifies drought impacts in forests and reduces refuge capacity', Journal of Applied Ecology, vol. 52, no. 5, pp. 1116-1125.
  • Asher, M, Croke, B, Jakeman, A et al 2015, 'A review of surrogate models and their application to groundwater modeling', Water Resources Research, vol. 51, no. 8, pp. 5957-5973.
  • Powell, S, Jakeman, A & Croke, B 2014, 'Can NDVI response indicate the effective flood extent in macrophyte dominated floodplain wetlands?', Ecological Indicators, vol. 45, pp. 486-493.
  • Croke, B, Blakers, R, El Sawah, S et al 2014, 'Marrying Hydrological Modelling and Integrated Assessment for the needs of Water Resource Management', Bologna IAHS 2014 - 6th IAHS-EGU International Symposium on Integrated Water Resources Management, IAHS Press, Italy, pp. 351-356.
  • Cleridou, N, Benas, N, Matsoukas, C et al 2014, 'Water resources of Cyprus under changing climatic conditions: Modelling approach, validation and limitations', Environmental Modelling and Software, vol. 60, pp. 202-218.
  • Ivkovic, K, Croke, B & Letcher, R 2014, 'Overcoming the challenges of using a rainfall-runoff model to estimate the impacts of groundwater extraction on low flows in an ephemeral stream', Hydrology Research: an international journal, vol. 45, no. 1, pp. 58-72.
  • Dyer, F, El Sawah, S, Croke, B et al 2013, 'The effects of climate change on ecologically-relevant flow regime and water quality attributes', Stochastic Environmental Research and Risk Assessment, vol. Online (11 June 2013, DOI 10.1007/s00477-013-0744-8).
  • Mallela, J, Lewis, S & Croke, B 2013, 'Coral Skeletons Provide Historical Evidence of Phosphorus Runoff on the Great Barrier Reef', PLOS ONE (Public Library of Science), vol. 8, no. 9, pp. e75663-e75663.
  • Bennett, N, Croke, B, Guariso, G et al 2013, 'Characterising performance of environmental models', Environmental Modelling and Software, vol. 40, pp. 1-20.
  • Croke, B & Littlewood, I 2013, 'Effects of data time-step on the accuracy of calibrated rainfall-streamflow model parameters: Practical aspects of uncertainty reduction', Hydrology Research: an international journal, vol. 44, no. 3, pp. 430-440.
  • Rawluk, A, Curtis, A, Sharp, E , Ross, A, et al 2012, 'Managed aquifer recharge in farming landscapes using large floods: an opportunity to improve outcomes for the Murray-Darling Basin?', Australasian Journal of Environmental Management, vol. iFirst, pp. 1-15.
  • Shin, MJ, Guillaume, JHA, Croke, BFW, Jakeman, AJ 2013, 'Addressing ten questions about conceptual rainfall-runoff models with global sensitivity analyses in R', Journal of Hydrology, vol. 503, pp. 135-152.
  • Croke, B, Herron, N, Pavelic, P et al 2012, 'Impacts of meso-scale Watershed Development in Andhra Pradesh (India) and their implications for designing and implementing improved WSD policies and programs', Water Practice and Technology, vol. 7, no. 1, pp. 2-9.
  • Sun, X, Newham, L, Croke, B et al 2012, 'Three complementary methods for sensitivity analysis of a water quality model', Environmental Modelling and Software, vol. 37, pp. 19-29.
  • Croke, B 2012, 'Water harvesting and better cropping systems for the benefit of small farmers in watersheds of the East India Plateau', Water Practice and Technology, vol. 7, no. 1, pp. -.
  • Koskela, J, Croke, B, Koivusalo, H et al 2012, 'Bayesian inference of uncertainties in precipitation-streamflow modeling in a snow affected catchment', Water Resources Research, vol. 48, no. 11, 111. W11513, doi:10.1029/2011WR011773.
  • Dyer, F, El Sawah, S, Harrison, E et al 2011, 'Predicting water quality responses to a changing climate: building an integrated modelling framework', General Assembly Earth on the Edge: Science for a Sustainable Planet (IUGG 2011), IAHS Press, France, pp. 178-183.
  • Sabetraftar, K, Mackey, B & Croke, B 2011, 'Sensitivity of modelled gross primary productivity to topographic effects on surface radiation: A case study in the Cotter River Catchment, Australia', Ecological Modelling, vol. 222, no. 3, pp. 795-803.
  • Littlewood, I, Croke, B & Young, P 2011, 'Discussion of "Effects of temporal resolution on hydrological model parameters and its impact on prediction of river discharge"', Hydrological Sciences Journal, vol. 56, no. 3, pp. 521-524.
  • Andrews, F, Croke, B & Jakeman, A 2011, 'An open software environment for hydrological model assessment and development', Environmental Modelling and Software, vol. 26, no. 10, pp. 1171-1185.
  • Croke, B, Islam, A, Ghosh, J et al 2011, 'Evaluation of approaches for estimation of rainfall and the Unit Hydrograph', Hydrology Research: an international journal, vol. 42, no. 5, pp. 372-385.
  • Kim, H, Croke, B, Jakeman, A et al 2011, 'An assessment of modelling capacity to identify the impacts of climate variability on catchment hydrology', Mathematics and Computers in Simulation, vol. 81, no. 7, pp. 1419-1429.
  • Croke, B 2010, 'Exploring changes in catchment response characteristics: Application of a generic filter for estimating the effective rainfall and unit hydrograph from an observed streamflow timeseries', British Hydrological Society International Conference 2010, ed. Celia Kirby, British Hydrological Society, UK, pp. 1-6.
  • Breuer, L, Huisman, J, Willems, P et al 2009, 'Assessing the impact of land use change on hydrology by ensemble modeling (LUCHEM) I: Model intercomparison with current land use', Advances in Water Resources, vol. 32, no. 2, pp. 129-146.
  • Bormann, H, Breuer, L, Graff, T et al 2009, 'Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) IV: Model sensitivity to data aggregation and spatial (re-)distribution', Advances in Water Resources, vol. 31, no. 4, pp. 171-192.
  • Huisman, J, Breuer, L, Bormann, H et al 2009, 'Assessing the impact of land use change on hydrology by ensemble modeling (LUCHEM) III: Scenario analysis', Advances in Water Resources, vol. 32, pp. 159-170.
  • Ivkovic, K, Letcher, R & Croke, B 2009, 'Use of a simple surface-groundwater interaction model to inform water management', Australian Journal of Earth Sciences, vol. 56, no. 1, pp. 71-80.
  • Viney, N, Bormann, H, Breuer, L et al 2009, 'Assessing the impact of land use change on hydrology by ensemble modelling (LUCHEM) II: Ensemble combinations and predictions', Advances in Water Resources, vol. 32, pp. 147-158.
  • Herron, N & Croke, B 2009, 'Including the influence of groundwater exchanges in a lumped rainfall-runoff model', Mathematics and Computers in Simulation, vol. 79, pp. 2689-2700.
  • Powell, S, Letcher, R & Croke, B 2008, 'Modelling floodplain inundation for environmental flows: Gwydir wetlands, Australia', Ecological Modelling, vol. 211, pp. 350-362.
  • Littlewood, I & Croke, B 2008, 'Data time-step dependency of conceptual rainfall-streamflow model parameters: an empirical study with implications for regionalisation', Hydrological Sciences Journal, vol. 53, no. 4, pp. 685-695.
  • Croke, B 2007, 'The Role of Uncertainty in Design of Objective Functions', International Congress on Modelling and Simulation (MODSIM 2007), ed. Les Oxley & Don Kulasiri, Modelling and Simulation Society of Australia and New Zealand Inc., New Zealand, pp. 2541-2547.
  • Ferguson, C, Croke, B, Beatson, P et al 2007, 'Development of a process-based model to predict pathogen budgets for the Sydney drinking water catchment', Journal of Water and Health, vol. 05, no. 2, pp. 187-208.
  • Croke, B, Ticehurst, J, Letcher, R et al 2007, 'Integrated assessment of water resources: Australian experiences', Water Resources Management, vol. 21, pp. 351-373.
  • Letcher, R, Croke, B, Jakeman, A et al 2006, 'An integrated modelling toolbox for water resources assessment and management in highland catchments: Model description', Agricultural Systems, vol. 89, no. 1, pp. 106-131.
  • Croke, B 2006, 'A technique for deriving an average event unit hydrograph from streamflow-only data for ephemeral quick-flow-dominant catchments', Advances in Water Resources, vol. 29, no. 4, pp. 493-502.
  • Croke, B, Letcher, R & Jakeman, A 2006, 'Development of a distributed flow model for underpinning assessment of water allocation options in the Namoi River Basin, Australia', Journal of Hydrology, vol. 319, no. 1-4, pp. 51-71.
  • Croke, B, Andrews, F, Jakeman, A et al 2006, 'IHACRES Classic Plus: A redesign of the IHACRES rainfall-runoff model', Environmental Modelling and Software, vol. 21, pp. 426-427.
  • Croke, B, Merritt, W & Jakeman, A 2004, 'A dynamic model for predicting hydrologic response to land cover Changes in gauged and ungauged catchments', Journal of Hydrology, vol. 291, pp. 115-131.
  • Croke, B & Jakeman, A 2004, 'A catchment moisture deficit module for the IHACRES rainfall-runoff model', Environmental Modelling and Software, vol. 19, pp. 1-5.
  • Croke, B & Norton, J 2004, 'Regionalisation of Rainfall-Runoff models', Biennial Meeting of the International Environmental Modelling and Software Society 2004, ed. Pahl, C., Schmidt, S., Rizzoli, A., and Jakeman A., International Environmental Modelling and Software Society, Manno Switzerland, pp. 3.1201-1207.
  • Letcher, R, Jakeman, A & Croke, B 2004, 'Model development for integrated assessment of water allocation options', Water Resources Research, vol. 40, pp. W05502.
  • Littlewood, I, Croke, B, Jakeman, A et al 2003, 'The role of top-down modelling for Prediction in Ungauged Basins', Hydrological Processes, vol. 17, pp. 1673-1679.
  • Croke, B & Jakeman, A 2001, 'Predictions in catchment hydrology: an Australian perspective', Marine and Freshwater Research, vol. 52, pp. 65-79.