Theo dơi
Nawin Raj
Nawin Raj
Email được xác minh tại usq.edu.au
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms
S Ghimire, RC Deo, N Raj, J Mi
Applied Energy 253, 113541, 2019
3302019
Global solar radiation prediction by ANN integrated with European Centre for medium range weather forecast fields in solar rich cities of Queensland Australia
S Ghimire, RC Deo, NJ Downs, N Raj
Journal of cleaner production 216, 288-310, 2019
1822019
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity
AAM Ahmed, RC Deo, Q Feng, A Ghahramani, N Raj, Z Yin, L Yang
Journal of Hydrology 599, 126350, 2021
1002021
Designing deep-based learning flood forecast model with ConvLSTM hybrid algorithm
M Moishin, RC Deo, R Prasad, N Raj, S Abdulla
IEEE Access 9, 50982-50993, 2021
952021
Input selection and data-driven model performance optimization to predict the Standardized Precipitation and Evaporation Index in a drought-prone region
S Mouatadid, N Raj, RC Deo, JF Adamowski
Atmospheric research 212, 130-149, 2018
912018
Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric …
S Ghimire, RC Deo, NJ Downs, N Raj
Remote Sensing of Environment 212, 176-198, 2018
832018
Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation …
S Ghimire, RC Deo, N Raj, J Mi
Renewable and Sustainable Energy Reviews 113, 109247, 2019
812019
Deep learning neural networks trained with MODIS satellite-derived predictors for long-term global solar radiation prediction
S Ghimire, RC Deo, N Raj, J Mi
Energies 12 (12), 2407, 2019
792019
LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4. 5 and RCP8. 5 global warming scenarios
AAM Ahmed, RC Deo, A Ghahramani, N Raj, Q Feng, Z Yin, L Yang
Stochastic Environmental Research and Risk Assessment 35 (9), 1851-1881, 2021
632021
Deep learning forecasts of soil moisture: convolutional neural network and gated recurrent unit models coupled with satellite-derived MODIS, observations and synoptic-scale …
AAM Ahmed, RC Deo, N Raj, A Ghahramani, Q Feng, Z Yin, L Yang
Remote Sensing 13 (4), 554, 2021
542021
Hybrid deep learning method for a week-ahead evapotranspiration forecasting
AAM Ahmed, RC Deo, Q Feng, A Ghahramani, N Raj, Z Yin, L Yang
Stochastic Environmental Research and Risk Assessment, 1-19, 2021
492021
Deep air quality forecasts: suspended particulate matter modeling with convolutional neural and long short-term memory networks
E Sharma, RC Deo, R Prasad, AV Parisi, N Raj
Ieee Access 8, 209503-209516, 2020
472020
Near real-time wind speed forecast model with bidirectional LSTM networks
LP Joseph, RC Deo, R Prasad, S Salcedo-Sanz, N Raj, J Soar
Renewable Energy 204, 39-58, 2023
442023
Novel short-term solar radiation hybrid model: Long short-term memory network integrated with robust local mean decomposition
ANL Huynh, RC Deo, M Ali, S Abdulla, N Raj
Applied Energy 298, 117193, 2021
442021
An EEMD-BiLSTM algorithm integrated with Boruta random forest optimiser for significant wave height forecasting along coastal areas of Queensland, Australia
N Raj, J Brown
Remote Sensing 13 (8), 1456, 2021
372021
New double decomposition deep learning methods for river water level forecasting
AAM Ahmed, RC Deo, A Ghahramani, Q Feng, N Raj, Z Yin, L Yang
Science of The Total Environment 831, 154722, 2022
362022
Near real-time global solar radiation forecasting at multiple time-step horizons using the long short-term memory network
ANL Huynh, RC Deo, DA An-Vo, M Ali, N Raj, S Abdulla
Energies 13 (14), 3517, 2020
352020
Novel hybrid deep learning model for satellite based PM10 forecasting in the most polluted Australian hotspots
E Sharma, RC Deo, J Soar, R Prasad, AV Parisi, N Raj
Atmospheric Environment 279, 119111, 2022
292022
Spatiotemporal hybrid random forest model for tea yield prediction using satellite-derived variables
SJJ Jui, AAM Ahmed, A Bose, N Raj, E Sharma, J Soar, MWI Chowdhury
Remote Sensing 14 (3), 805, 2022
272022
Deep multi-stage reference evapotranspiration forecasting model: Multivariate empirical mode decomposition integrated with the boruta-random forest algorithm
WJMLP Jayasinghe, RC Deo, A Ghahramani, S Ghimire, N Raj
IEEE Access 9, 166695-166708, 2021
232021
Hệ thống không thể thực hiện thao tác ngay bây giờ. Hăy thử lại sau.
Bài viết 1–20