Publications

Journal papers

Take a look at some infographics that illustrate how our publications relate to research thrusts and domains.

  1. Douglas, H.C., Taormina, R., Galelli, S. Pressure-driven modelling of cyber-physical attacks on water distribution systems. Journal of Water Resources Planning and Management, doi: 10.1061/(ASCE)WR.1943-5452.0001038.
  2. Taormina, R., Galelli, S., Douglas, H.C., Tippenhauer, N.O., Salomons, E., Ostfeld, A. (2019) A toolbox for assessing the impacts of cyber-physical attacks on water distribution systems. Environmental Modelling & Software. 112, 46-51. Link
  3. Tian, X., Galelli, S., de Neufville, R. (2018) Impact of operating rules on planning capacity expansion of urban water supply systems. Urban Water Journal , 15(7), 654-661. Link
  4. Taormina, R., Galelli, S. (2018) A deep learning approach to the detection and localization of cyber-physical attacks on water distribution systems. Journal of Water Resources Planning and Management, 144(10): 04018065. Link
  5. Taormina, R., Galelli, S., Tippenhauer, N.O., Salomon, E., Ostfeld, A, Eliades, D. … Ohar, Z. (2018) The battle of the attack detection algorithms: disclosing cyber attacks on water distribution networks. Journal of Water Resources Planning and Management, 144(8), 04018048. Link BATADAL
  6. Nguyen, H.T.T., Galelli, S. (2018). A linear dynamical systems approach to streamflow reconstruction reveals history of regime shifts in northern Thailand. Water Resources Research, 54 (3), 2057-2077. Link
  7. Pal, D., Galelli, S., Tang, H., Ran, Q. (2018) Toward improved design of check dam systems: a case study in the Loess Plateau, China. Journal of Hydrology, 559, 762-773. Link
  8. Turner, S.W.D., Bennett, J.C., Robertson, D.E., Galelli, S. (2017) Complex relationship between seasonal streamflow forecast skill and value in reservoir operations. Hydrology and Earth System Sciences, 21, 4841-4859. Selected as editor’s highlight. Link
  9. Turner, S.W.D., Ng, J.Y., Galelli, S. (2017) Examining global electricity supply vulnerability to climate change using a high-delity hydropower dam model. Science of the Total Environment, 590-591, 663-675. Link
  10. Ng, J.Y., Turner, S.W.D., Galelli, S. (2017) Influence of El Nino Southern Oscillation on global hydropower production. Environmental Research Letters, 12, 034010. Link Video
  11. Taormina, R., Galelli, S., Tippenhauer, N.O., Salomon, E., Ostfeld, A. (2017) Characterising cyber-physical attacks on water distribution systems. Journal of Water Resources Planning and Management, 143(5), 04017009. Link Video
  12. Taormina, R., Galelli, S., Karakaya, G., Ahipasaoglu, S.D. (2016) An information theoretic approach to select alternate subsets of predictors for data-driven hydrological models. Journal of Hydrology, 542, 18-34. Link
  13. Turner, S.W.D., Galelli, S. (2016) Regime-shifting streamflow processes: Implications for water supply reservoir operations. Water Resources Research, 52, 3984-4002. Link
  14. Schmitter, P., Goedbloed, A., Galelli, S., Babovic, V. (2016) Effect of catchment-scale green roof deployment on stormwater generation and reuse in a tropical city. Journal of Water Resources Planning and Management, 142(7). Link
  15. Turner, S.W.D., Galelli, S. (2016) Water supply sensitivity to climate change: an R package for implementing reservoir storage analysis in global and regional impact studies. Environmental Modelling & Software, 76, 13-19. Link
  16. Karakaya, G., Galelli, S., Ahipasaoglu, S.D., Taormina, R. (2016) Identifying (quasi) equally informative subsets in feature selection problems for classication: a max-relevance min-redundancy approach. Cybernetics, IEEE Transactions on, 46(6), 1424-1437. Link
  17. Galelli, S., Castelletti, A., Goedbloed, A. (2015) High-Performance Integrated Control of water quantity and quality in urban water reservoirs. Water Resources Research, 51, 9053-9072. Link
  18. Galelli, S., Humphrey, G.B., Maier, H.R., Castelletti, A., Dandy, G.C., Gibbs, M.S. (2014) An evaluation framework for input variable selection algorithms for environmental data-driven models (2014). Environmental Modelling & Software, 62, 33-51. Link
  19. Giuliani, M., Galelli, S., Soncini-Sessa, R. (2014) A dimensionality reduction approach for Many-Objective Markov Decision Processes: application to a water reservoir operation problem. Environmental Modelling & Software, 57, 101-114. Link
  20. Galelli, S., Goedbloed, A., Schwanenberg, D., van Overloop, P.J. (2014) Optimal real-time operation of multi-purpose urban reservoirs: a case study in Singapore. Journal of Water Resources Planning and Management, 140(4), 511-523. Link
  21. Galelli, S., Castelletti, A. (2013) Tree-based Iterative Input variable Selection for hydrological modelling. Water Resources Research, 49(7), 4295-4310. Link
  22. Galelli, S., Castelletti, A. (2013) Assessing the predictive capability of randomized tree-based ensembles in streamflow modelling. Hydrology and Earth System Sciences, 17, 2669-2684. Link
  23.  Fornarelli, R., Galelli, S., Antenucci, J.P., Castelletti, A., Marti, C. (2013) An empirical modelling approach to predict and understand phytoplankton dynamics in a reservoir affected by inter-basin water transfers. Water Resources Research, 49(6), 3626-3641. Link
  24. Anand, A., Galelli, S., Samavedham, L., Sundaramoorthy, S. (2013) Coordinating multiple model predictive controllers for multi-objective multi-reservoir management. Journal of Hydroinformatics, 15(2), 293-305. Link
  25. Castelletti, A., Galelli, S., Ratto, M., Soncini-Sessa, R., Young, P.C. (2012) A general framework for dynamic emulation modelling (DEMo) in environmental problems. Environmental Modelling & Software, 34, 5-18. Link
  26. Castelletti, A., Galelli, S., Restelli, M., Soncini-Sessa, R. (2012) Data-driven dynamic emulation modelling for the optimal management of environmental systems. Environmental Modelling & Software, 34, 30-43. Link
  27. Castelletti, A., Galelli, S., Restelli, M., Soncini-Sessa, R. (2010) Tree-based batch-mode reinforcement learning for optimal water reservoir operation. Water Resources Research, 46, W09507. Link
  28. Galelli, S., Gandol, C., Soncini-Sessa, R., Agostani, D. (2010) Building a metamodel of an irrigation district distributed-parameter model. Agricultural Water Management, 97(2), 187-200. Link
  29. Galelli, S., Soncini-Sessa, R. (2010) Combining metamodelling and stochastic dynamic programming for the design of reservoirs release policies. Environmental Modelling & Software, 25(2), 209-222. Link