Dr. Ravinesh  Deo
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Dr. Ravinesh Deo

Lecturer
University of Southern Queensland, Australia


Highest Degree
Ph.D. in Fluid Engineering from University of Adelaide, Australia

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Biography

Dr. Ravinesh C Deo is currently working as Lecturer in Applied Mathematics at School of Agricultural, Computational & Environmental Sciences, and Researcher at International Centre of Applied Climate Science University of Southern Queensland Australia. He obtained his Ph.D. in Fluid Engineering from University of Adelaide, Australia. He worked as Demonstrator/ Teaching Assistant/ Associate Lecturer/ Visiting Research Fellow/ Postdoctoral Fellow/ Principal Research Scientist/ Sessional Lecturer in several institutes. His research area related to Climate, Hydro-Meteorological & Water Resources: Climatology, Hydrologic, Water Resource Modelling, Drough & Heatwave Prediction using Artificial Intelligence and Machine Learning Models using Big Data (Support Vector Machines, Neural Networks, Extreme Learning Machines), Wavelet Transforms and Multivariate Statistics in Climate Research, Hybrid Model Development for Drought Studies, Flood Model Development, Meteorology and Atmospheric Sciences. He is supervising a number of students in doctoral studies under his active supervision. He has published 37 articles in journals, 15 papers in conferences, 3 books as author/co-author.

Area of Interest:

Physics
100%
Climatology
62%
Water Resource Modelling
90%
Drought and Heatwave Prediction
75%
Artificial Intelligence
55%

Research Publications in Numbers

Books
0
Chapters
0
Articles
0
Abstracts
0

Selected Publications

  1. Deo, R.C. and M. Sahin, 2015. Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in Eastern Australia. Atmos. Res., 153: 512-525.
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  2. Deo, R.C. and M. Sahin, 2015. Application of the Artificial Neural Network model for prediction of monthly Standardized Precipitation and Evapotranspiration Index using hydrometeorological parameters and climate indices in Eastern Australia. Atmos. Res., 161-162: 65-81.
    CrossRef  |  Direct Link  |  
  3. Park, C.K., H.R. Byun, R. Deo and B.R. Lee, 2014. Drought prediction till 2100 under RCP 8.5 climate change scenarios for Korea. J. Hydrol., (In Press). 10.1016/j.jhydrol.2014.10.043.
    CrossRef  |  Direct Link  |  
  4. Liu, Y., J. Zhang, R. Deo, J. Mi, G.J. Nathan and R. Zhu, 2014. Influence of sidewalls on the centerline small-scale turbulence of a turbulent high-aspect-ratio rectangular jet. Exp. Thermal Fluid Sci., 58: 139-144.
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  5. Deo, R.C., G.J. Nathan and J. Mi, 2013. Similarity analysis of the momentum field of a subsonic, plane air jet with varying jet-exit and local Reynolds numbers. Phys. Fluids, Vol. 25, No. 1. 10.1063/1.4776782.
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  6. Deo, R.C., 2013. The role of nozzle-exit conditions on the flow field of a plane jet. Int. J. Mech. Ind. Sci. Eng., 7: 1059-1069.
  7. Deo, R.C., 2013. Comparative analysis of turbulent plane jets from a sharp-edged orifice, a bevelled-edge orifice and a radially contoured nozzle. Int. J. Mech. Ind. Sci. Eng., 7: 1317-1326.
  8. Deo, R.C., 2011. On meteorological droughts in tropical Pacific Islands: Time-series analysis of observed rainfall using Fiji as a case study. Meteorol. Applic., 18: 171-180.
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  9. Deo, R.C., 2011. Links between native forest and climate in Australia. Weather, 66: 64-69.
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  10. Mahmood, R., A.I. Quintanar, G. Conner, R. Leeper and S. Dobler et al., 2010. Impacts of land use/land cover change on climate and future research priorities. Bull. Am. Meteorol. Soc., 91: 37-46.
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  11. Mi, J.C., B.P. Feng, R.C. Deo and G. Nathan, 2009. Effect of exit Reynolds number on self-preservation of a plane jet. Acta Physica Sinica, 58: 7756-7764.
    Direct Link  |  
  12. McAlpine, C.A., J. Syktus, J.G. Ryan, R.C. Deo, G.M. McKeon, H.A. McGowan and S.R. Phinn, 2009. A continent under stress: Interactions, feedbacks and risks associated with impact of modified land cover on Australia's climate. Global Change Biol., 15: 2206-2223.
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  13. Deo, R.C., J.I. Syktus, C.A. McAlpine, P.J. Lawrence, H.A. McGowan and S.R. Phinn, 2009. Impact of historical land cover change on daily indices of climate extremes including droughts in Eastern Australia. Geophys. Res. Lett., Vol. 36, No. 8. 10.1029/2009GL037666.
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  14. Deo, R.C., J. Mi and G.J. Nathan, 2008. The influence of Reynolds number on a plane jet. Phys. Fluids, Vol. 20, No. 7. 10.1063/1.2959171.
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  15. McAlpine, C.A., J. Syktus, R.C. Deo, P.J. Lawrence, H.A. McGowan, I.G. Watterson and S.R. Phinn, 2007. Modeling the impact of historical land cover change on Australia's regional climate. Geophys. Res. Lett., Vol. 34, No. 22. 10.1029/2007GL031524.
    CrossRef  |  Direct Link  |  
  16. Deo, R.C., J. Mi and G.J. Nathan, 2007. The influence of nozzle-exit geometric profile on statistical properties of a turbulent plane jet. Exp. Thermal Fluid Sci., 32: 545-559.
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  17. Deo, R.C., J. Mi and G.J. Nathan, 2007. The influence of nozzle aspect ratio on plane jets. Exp. Thermal Fluid Sci., 31: 825-838.
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  18. Deo, R.C., G.J. Nathan and J. Mi, 2007. Comparison of turbulent jets issuing from rectangular nozzles with and without sidewalls. Exp. Thermal Fluid Sci., 32: 596-606.
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  19. Kumar, V.V., R.C. Deo and V. Ramachandran, 2006. Total rain accumulation and rain-rate analysis for small tropical Pacific Islands: A case study of Suva, Fiji. Atmos. Sci. Lett., 7: 53-58.
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  20. Mi, J., R.C. Deo and G.J. Nathan, 2005. Fast-convergent iterative scheme for filtering velocity signals and finding Kolmogorov scales. Phys. Rev. E, Vol. 71, No. 6. 10.1103/PhysRevE.71.066304.
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  21. Mi, J., R.C. Deo and G.J. Nathan, 2005. Characterization of turbulent jets from high-aspect-ratio rectangular nozzles. Phys. Fluids, Vol. 17, No. 6. 10.1063/1.1928667.
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