Browse by Socio-Economic Objective (ANZSRC 2008)

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Number of items at this level: 32.

Yeom, Jong-Min and Deo, Ravinesh and Chun, Junghwa and Hong, Jinkyu and Kim, Dong-Su and Han, Kyung-Soo and Cho, Jaeil (2017) Synthetic retrieval of hourly net ecosystem exchange using the neural network model with combined MI and GOCI geostationary sensor datasets and ground-based measurements. International Journal of Remote Sensing, 38 (23). pp. 7441-7456. ISSN 0143-1161

Raheli, Bahare and Aalami, Mohammad Taghi and El-Shafie, Ahmed and Ghorbani, Mohammad Ali and Deo, Ravinesh C. (2017) Uncertainty assessment of the multilayer perceptron (MLP) neural network model with implementation of the novel hybrid MLP-FFA method for prediction of biochemical oxygen demand and dissolved oxygen: a case study of Langat River. Environmental Earth Sciences, 76 (14). ISSN 1866-6280

Deo, Ravinesh C. and Tiwari, Mukesh K. and Adamowski, Jan F. and Quilty, John M. (2017) Forecasting effective drought index using a wavelet extreme learning machine (W-ELM) model. Stochastic Environmental Research and Risk Assessment, 31 (5). pp. 1211-1240. ISSN 1436-3240

Prasad, Ramendra and Deo, Ravinesh C. and Li, Yan and Maraseni, Tek (2017) Input selection and performance optimization of ANN-based streamflow forecasts in the drought-prone Murray Darling Basin region using IIS and MODWT algorithm. Atmospheric Research, 197. pp. 42-63. ISSN 0169-8095

Nguyen-Huy, Thong and Deo, Ravinesh C. and An-Vo, Duc-Anh and Mushtaq, Shahbaz and Khan, Shahjahan (2017) Copula-statistical precipitation forecasting model in Australia’s agro-ecological zones. Agricultural Water Management, 191. pp. 153-172. ISSN 0378-3774

Deo, Ravinesh C. and Downs, Nathan and Parisi, Alfio V. and Adamowski, Jan F. and Quilty, John M. (2017) Very short-term reactive forecasting of the solar ultraviolet index using an extreme learning machine integrated with the solar zenith angle. Environmental Research, 155. pp. 141-166. ISSN 0013-9351

Dayal, Kavina and Deo, Ravinesh and Apan, Armando A. (2017) Drought modelling based on artificial intelligence and neural network algorithms: a case study in Queensland, Australia. In: Climate change adaptation in Pacific countries: fostering resilience and improving the quality of life (Part II). Climate Change Management. Springer International Publishing, pp. 177-198. ISBN 978-3-319-50093-5

Deo, Ravinesh C. and Kisi, Ogzur and Singh, Vijay P. (2017) Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model. Atmospheric Research, 184. pp. 149-175. ISSN 0169-8095

Dayal, Kavina S. and Deo, Ravinesh C. and Apan, Armando A. (2016) Application of hybrid artificial neural network algorithm for the prediction of Standardized Precipitation Index. In: 2016 IEEE Region 10 International Conference: Technologies for Smart Nation (TENCON 2016), 22-25 Nov 2016, Singapore.

Yaseen, Zaher Mundher and Jaafar, Othman and Deo, Ravinesh C. and Kisi, Ozgur and Adamowski, Jan and Quilty, John and El-Shafie, Ahmed (2016) Stream-flow forecasting using extreme learning machines: a case study in a semi-arid region in Iraq. Journal of Hydrology, 542. pp. 603-614. ISSN 0022-1694

Deo, Ravinesh C. and Samui, Pijush and Kim, Dookie (2016) Estimation of monthly evaporative loss using relevance vector machine, extreme learning machine and multivariate adaptive regression spline models. Stochastic Environmental Research and Risk Assessment, 30 (6). pp. 1769-1784. ISSN 1436-3240

Salcedo-Sanz, S. and Deo, R. C. and Carro-Calvo, L. and Saavedra-Moreno, B. (2016) Monthly prediction of air temperature in Australia and New Zealand with machine learning algorithms. Theoretical and Applied Climatology, 125 (1). pp. 13-25. ISSN 0177-798X

Deo, Ravinesh C. and Sahin, Mehmet (2016) An extreme learning machine model for the simulation of monthly mean streamflow water level in eastern Queensland. Environmental Monitoring and Assessment, 188 (90). ISSN 0167-6369

Kim, Do-Woo and Deo, Ravinesh C. and Chung, Jea-Hak and Lee, Jong-Seol (2016) Projection of heat wave mortality related to climate change in Korea. Natural Hazards, 80 (1). pp. 623-637. ISSN 0921-030X

Mouatadid, Soukayna and Deo, Ravinesh C. and Adamowski, Jan F. (2015) Prediction of SPEI using MLR and ANN: a case study for Wilsons Promontory Station in Victoria. In: 2015 IEEE 14th International Conference on Machine Learning and Applications, 9-11 Dec 2015, Miami, Florida, USA.

Shukla, Rituraj and Deo, Ravinesh and Khare, Deepak (2015) Statistical downscaling of climate change scenarios of rainfall and temperature over Indira Sagar Canal Command area in Madhya Pradesh, India. In: 2015 IEEE 14th International Conference on Machine Learning and Applications, 9-11 Dec 2015, Miami, Florida, USA.

Park, Chang-Kyun and Byun, Hi-Ryong and Deo, Ravinesh and Lee, Bo-Ra (2015) Drought prediction till 2100 under RCP 8.5 climate change scenarios for Korea. Journal of Hydrology, 526. pp. 221-230. ISSN 0022-1694

Deo, Ravinesh C. and Sahin, Mehmet (2015) Application of the extreme learning machine algorithm for the prediction of monthly Effective Drought Index in eastern Australia. Atmospheric Research, 153. pp. 512-525. ISSN 0169-8095

Sahib, Basheer and Liu, Xiaoye and McDougall, Kevin (2014) Flood inundation mapping using hydraulic modelling and GIS: a case study in the West Creek sub-catchment. In: 3rd National Conference on Urban Water Management: Storm water 2014 , 13-17 Oct 2014, Adelaide, South Australia.

Xu, Cheng-Yuan and Turnbull, Matthew H. and Tissue, David T. and Lewis, James D. and Carson, Rob and Schuster, William S. F. and Whitehead, David and Walcroft, Adrian S. and Li, Jinbao and Griffin, Kevin L. (2012) Age-related decline of stand biomass accumulation is primarily due to mortality and not to reduction in NPP associated with individual tree physiology, tree growth or stand structure in a Quercus-dominated forest. Journal of Ecology, 100 (2). pp. 428-440. ISSN 0022-0477

Sarker, Md. Abdur Rashid and Alam, Khorshed and Gow, Jeff (2012) A comparison of the effects of climate change on Aus, Aman and Boro rice yields in Bangladesh: evidence from panel data. In: 41st Australian Conference of Economists (ACE 2012), 8-12 July 2012, Melbourne, Australia.

Cai, Wenju and Cowan, Tim and Sullivan, Arnold and Ribbe, Joachim and Shi, Ge (2011) Are anthropogenic aerosols responsible for the northwest Australia summer rainfall increase? A CMIP3 perspective and implications. Journal of Climate, 24 (10). pp. 2556-2564. ISSN 0894-8755

Cai, W. and Sullivan, A. and Cowan, T. and Ribbe, J. and Shi, G. (2011) Simulation of the Indian Ocean Dipole: a relevant criterion for selecting models for climate projections. Geophysical Research Letters, 38 (3). pp. 1-5. ISSN 0094-8276

Stone, Roger C. and Marcussen, Torben and Mushtaq, Shahbaz (2010) An application of demerit point approach in selection of most suitable climate models to characterise the potential climate change impact on regional Australia. In: American Geophysical Union 2010 Fall Meeting, 13-17 Dec 2010, San Francisco, USA.

Shi, Ge and Ribbe, Joachim and Cowan, Tim and Sullivan, Arnold and Cai, Wenju (2010) Do IPCC AR4 models produce the rainfall increase over Northwest Australia? In: 17th National Conference of the Australian Meteorological and Oceanographic Society: Atmosphere, Oceans, Environment and Society, 27-29 Jan 2010, Canberra, Australia.

Xu, C. and Ribbe, J. (2010) Prepare the next generation for changes: education programs of climate change adaptation at the University of Southern Queensland. In: 2010 International Climate Adaptation Conference: Climate Adaptation Futures: Preparing for the Unavoidable Impacts of Climate Change, 29 June - 1 July 2010, Gold Coast, Australia.

Blazak, Adam and Ribbe, Joachim (2010) Statistical downscaling of projected precipitation in two major Southeast Queensland catchments. In: 17th National Conference of the Australian Meteorological and Oceanographic Society: Atmosphere, Oceans, Environment and Society, 27-29 Jan 2010, Canberra, Australia.

You, Y. and Huber, M. and Muller, R. D. and Poulsen, C. J. and Ribbe, J. (2009) Simulation of the middle miocene climate optimum. Geophysical Research Letters, 36 (4). L04702. ISSN 0094-8276

Shi, Ge and Cai, Wenju and Cowan, Tim and Ribbe, Joachim and Rotstayn, Leon and Dix, Martin (2008) Variability and trend of the north west Australia rainfall: observations and coupled climate modeling. Journal of Climate, 21 (12). pp. 2938-2959. ISSN 0894-8755

Shi, G. and Ribbe, J. and Cai, W. and Cowan, T. (2007) Multidecadal variability in the transmission of ENSO signals to the Indian Ocean. Geophysical Research Letters, 34 (9). L09706. ISSN 0094-8276

You, John Y. and Muller, Dietmar and Huber, Matthew and Otto-Bliesner, Bette and Poulsen, Chris and Sdrolias, Maria and Ribbe, Joachim (2006) Sensitivity study of the role of vegetation in miocene climate change. In: American Geophysical Union Western Pacific Geophysics Meeting 2006, 24-27 Jul 2006, Beijing, China.

Cai, W. and Shi, G. and Cowan, T. and Bi, D. and Ribbe, J. (2005) The response of the southern annular mode, the east Australian current, and the southern mid-latitude ocean circulation to global warming. Geophysical Research Letters, 32 (23). pp. 1-4. ISSN 0094-8276

This list was generated on Sat Oct 21 02:17:44 2017 AEST.