| Not so robust: Robusta coffee production is highly sensitive to temperature J Kath, VM Byrareddy, A Craparo, T Nguyen‐Huy, S Mushtaq, L Cao, ... Global change biology 26 (6), 3677-3688, 2020 | 86 | 2020 |
| Modeling the joint influence of multiple synoptic-scale, climate mode indices on Australian wheat yield using a vine copula-based approach T Nguyen-Huy, RC Deo, S Mushtaq, DA An-Vo, S Khan European journal of agronomy 98, 65-81, 2018 | 59 | 2018 |
| Copula-statistical precipitation forecasting model in Australia’s agro-ecological zones T Nguyen-Huy, RC Deo, DA An-Vo, S Mushtaq, S Khan Agricultural Water Management 191, 153-172, 2017 | 58 | 2017 |
| Modern artificial intelligence model development for undergraduate student performance prediction: An investigation on engineering mathematics courses RC Deo, ZM Yaseen, N Al-Ansari, T Nguyen-Huy, TAM Langlands, ... IEEE Access 8, 136697-136724, 2020 | 53 | 2020 |
| Monitoring rice growth status in the Mekong Delta, Vietnam using multitemporal Sentinel-1 data HP Phung, LD Nguyen, T Nguyen-Huy, T Le-Toan, AA Apan Journal of Applied Remote Sensing 14 (1), 014518, 2020 | 52 | 2020 |
| Efficient daily solar radiation prediction with deep learning 4-phase convolutional neural network, dual stage stacked regression and support vector machine CNN-REGST hybrid model S Ghimire, T Nguyen-Huy, RC Deo, D Casillas-Perez, S Salcedo-Sanz Sustainable Materials and Technologies 32, e00429, 2022 | 43 | 2022 |
| Copula statistical models for analyzing stochastic dependencies of systemic drought risk and potential adaptation strategies T Nguyen-Huy, RC Deo, S Mushtaq, J Kath, S Khan Stochastic Environmental Research and Risk Assessment, 1-21, 2019 | 35 | 2019 |
| Hydropower dams, river drought and health effects: A detection and attribution study in the lower Mekong Delta Region D Phung, T Nguyen-Huy, NN Tran, DN Tran, S Nghiem, NH Nguyen, ... Climate Risk Management 32, 100280, 2021 | 30 | 2021 |
| Vapour pressure deficit determines critical thresholds for global coffee production under climate change J Kath, A Craparo, Y Fong, V Byrareddy, AP Davis, R King, T Nguyen-Huy, ... Nature Food 3 (10), 871-880, 2022 | 22 | 2022 |
| Copula-based agricultural conditional value-at-risk modelling for geographical diversifications in wheat farming portfolio management T Nguyen-Huy, RC Deo, S Mushtaq, J Kath, S Khan Weather and climate extremes 21, 76-89, 2018 | 21 | 2018 |
| Kernel ridge regression hybrid method for wheat yield prediction with satellite-derived predictors AAM Ahmed, E Sharma, SJJ Jui, RC Deo, T Nguyen-Huy, M Ali Remote Sensing 14 (5), 1136, 2022 | 19 | 2022 |
| Hybrid convolutional neural network-multilayer perceptron model for solar radiation prediction S Ghimire, T Nguyen-Huy, R Prasad, RC Deo, D Casillas-Pérez, ... Cognitive Computation 15 (2), 645-671, 2023 | 18 | 2023 |
| A novel approach based on integration of convolutional neural networks and echo state network for daily electricity demand prediction S Ghimire, T Nguyen-Huy, MS AL-Musaylh, RC Deo, D Casillas-Pérez, ... Energy 275, 127430, 2023 | 16 | 2023 |
| Global disparities in agricultural climate index-based insurance research AA Adeyinka, J Kath, T Nguyen-Huy, S Mushtaq, M Souvignet, M Range, ... Climate risk management 35, 100394, 2022 | 13 | 2022 |
| Integrating El Niño-Southern Oscillation information and spatial diversification to minimize risk and maximize profit for Australian grazing enterprises T Nguyen-Huy, J Kath, S Mushtaq, D Cobon, G Stone, R Stone Agronomy for Sustainable Development 40, 1-11, 2020 | 13 | 2020 |
| Specifying the relationship between land use/land cover change and dryness in central Vietnam from 2000 to 2019 using Google Earth Engine TTM Pham, TD Nguyen, HTN Tham, TNK Truong, N Lam-Dao, ... Journal of Applied Remote Sensing 15 (2), 024503-024503, 2021 | 12 | 2021 |
| Bayesian Markov chain Monte Carlo-based copulas: factoring the role of large-scale climate indices in monthly flood prediction T Nguyen-Huy, RC Deo, ZM Yaseen, R Prasad, S Mushtaq Intelligent data analytics for decision-support systems in hazard mitigation …, 2021 | 12 | 2021 |
| Student performance predictions for advanced engineering mathematics course with new multivariate copula models T Nguyen-Huy, RC Deo, S Khan, A Devi, AA Adeyinka, AA Apan, ... IEEE access 10, 45112-45136, 2022 | 11 | 2022 |
| Northern Australia Climate Program: supporting adaptation in rangeland grazing systems through more targeted climate forecasts, improved drought information and an innovative … D Cobon, C Jarvis, K Reardon-Smith, L Guillory, C Pudmenzky, ... The Rangeland Journal 43 (3), 87-100, 2021 | 11 | 2021 |
| Support vector machine model for multistep wind speed forecasting SMM Prasad, T Nguyen-Huy, R Deo Predictive Modelling for Energy Management and Power Systems Engineering …, 2021 | 9 | 2021 |
Professor Ravinesh Deo, Highly Cited...Full Professor in Mathematics (Artificial Intelligence & Machine Learning)Verified email at usq.edu.au
