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N

Nawin Raj

university of southern queensland

26H指数
70论文数
2.5K被引数
收录论文 31
发表时间
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A Deep Hybrid CNNDBiLSTM Model for Short-Term Wind Speed Forecasting in Wind-Rich Regions of Tasmania, Australia澳大利亚塔斯马尼亚风富地区的短期风速预测深度混合CNNDBiLSTM模型
errEnergies
IF3.2
err2026-03-04
err0
errOAAI
errAnanta Neupane; Nawin Raj; Ravinesh Deo
err分享
err收藏
Measurement and modeling of diffuse ultraviolet radiation: A review漫射紫外辐射的测量与建模：综述
errPhotochemistry and Photobiology
IF2.5
err2026-03-02
err0
errOAAI
errAlfio V. Parisi; Joanna Turner; Abdurazaq Amar; Damien P. Igoe; Peter Schouten; Nawin Raj; Nathan Downs; Harry Butler
err分享
err收藏
Tree shade protection factors by Jacaranda mimosifolia: a summertime comparison of UV dosimetry and whole sky image analysis for residential urban environments
errUrban Forestry & Urban Greening
IF6.7
err2025-12-31
err0
errOAAI
errNathan J. Downs; Stijn Dekeyser; Adrian Dawes; Alfio V. Parisi; Harry J. Butler; Nawin Raj; Ravinesh C. Deo; Joanna Turner; Damien Igoe; Charlene Jackson; Catherine Chinnock; Melanie J. Beckman-Downs
err分享
err收藏
Reforming First-Year Engineering Mathematics Courses: A Study of Flipped-Classroom Pedagogy and Student Learning Outcomes改革大学一年级工程数学课程：翻转课堂教学法与学生学业成果研究
errEducation Sciences 2025, Vol. 15, Page 1124
IF2.6
err2025-08-29
err0
errOAAI
errNawin Raj; Ekta Sharma; Niharika Singh; Nathan Downs; Raquel Salmeron; Linda Galligan
err分享
err收藏
Predicting Sea-Level Extremes and Wetland Change in the Maroochy River Floodplain Using Remote Sensing and Deep Learning Approach利用遥感与深度学习方法预测马鲁奇河泛滥平原的海平面极端事件及湿地变化
errRemote Sensing 2025, Vol. 17, Page 2988
IF4.1
err2025-08-29
err0
errOAAI
errNawin Raj; Niharika Singh; Nathan Downs; Lila Singh-Peterson
err分享
err收藏
Strengthening Sustainable Pathways by Detecting Variability in a Community's Resilience at the Sub-Local Government Level Using the GCRM利用GCRM检测次地方政府层面的社区韧性变异性，以强化可持续发展路径。
errSUSTAINABILITY
IF3.3
err2025-04-10
err0
errOAAI
errSingh-Peterson, Lila; Popvic, Igor; Karatela, Shamshad; Raj, Nawin; Batt, David
err分享
err收藏
Generating High Spatial and Temporal Surface Albedo with Multispectral-Wavemix and Temporal-Shift Heatmaps利用多光谱波混合和时间偏移热图生成高空间和时间分辨率表面反照率
errREMOTE SENSING
IF4.1
err2025-01-29
err0
errOAAI
errKaralasingham, Sagthitharan; Deo, Ravinesh C.; Raj, Nawin
err分享
err收藏
Forecasting Multi-Step Soil Moisture with Three-Phase Hybrid Wavelet-Least Absolute Shrinkage Selection Operator-Long Short-Term Memory Network (moDWT-Lasso-LSTM) Model
errWATER
IF3
err2024-11-01
err2
errOAAI
errJayasinghe, W. J. M. Lakmini Prarthana; Deo, Ravinesh C.; Raj, Nawin; Ghimire, Sujan; Yaseen, Zaher Mundher; Thong, Nguyen-Huy; Ghahramani, Afshin
err分享
err收藏
Wavelet-fusion image super-resolution model with deep learning for downscaling remotely-sensed, multi-band spectral albedo imagery
errREMOTE SENSING APPLICATIONS-SOCIETY AND ENVIRONMENT
IF4.5
err2024-11-01
err1
errOAAI
errKaralasingham, Sagthitharan; Deo, Ravinesh C.; Casillas-Perez, David; Raj, Nawin; Salcedo-Sanz, Sancho
err分享
err收藏
Short-term wind speed forecasting using an optimized three-phase convolutional neural network fused with bidirectional long short-term memory network model
errAPPLIED ENERGY
IF11
err2024-04-01
err7
errOAAI
errJoseph, Lionel P.; Deo, Ravinesh C.; Casillas-Perez, David; Prasad, Ramendra; Raj, Nawin; Salcedo-Sanz, Sancho
err分享
err收藏
Hybrid deep learning model for wave height prediction in Australia's wave energy region
errAPPLIED SOFT COMPUTING
IF6.6
err2024-01-01
err14
errOAAI
errAhmed, Abul Abrar Masrur; Jui, S. Janifer Jabin; AL-Musaylh, Mohanad S.; Raj, Nawin; Saha, Reepa; Deo, Ravinesh C.; Saha, Sanjoy Kumar
err分享
err收藏
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model
errIEEE ACCESS
IF3.6
err2024-01-01
err2
errOAAI
errJoseph, Lionel P.; Deo, Ravinesh C.; Casillas-Perez, David; Prasad, Ramendra; Raj, Nawin; Salcedo-Sanz, Sancho
err分享
err收藏
An advanced deep learning predictive model for air quality index forecasting with remote satellite-derived hydro-climatological variables
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2024-01-01
err16
PREAI
errAhmed, Abul Abrar Masrur; Jui, S. Janifer Jabin; Sharma, Ekta; Ahmed, Mohammad Hafez; Raj, Nawin; Bose, Aditi
err分享
err收藏
Near real-time wind speed forecast model with bidirectional LSTM networks
errRENEWABLE ENERGY
IF9.1
err2023-03-01
err59
PREAI
errJoseph, Lionel P.; Deo, Ravinesh C.; Prasad, Ramendra; Salcedo-Sanz, Sancho; Raj, Nawin; Soar, Jeffrey
err分享
err收藏
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images
errIEEE ACCESS
IF3.6
err2023-01-01
err3
errOAAI
errKaralasingham, Sagthitharan; Deo, Ravinesh C.; Casillas-Perez, David; Raj, Nawin; Salcedo-Sanz, Sancho
err分享
err收藏
New double decomposition deep learning methods for river water level forecasting
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2022-07-01
err42
PREAI
errAhmed, A. A. Masrur; Deo, Ravinesh C.; Ghahramani, Afshin; Feng, Qi; Raj, Nawin; Yin, Zhenliang; Yang, Linshan
err分享
err收藏
Development and evaluation of hybrid deep learning long short-term memory network model for pan evaporation estimation trained with satellite and ground-based data卫星和地面数据训练的混合深度学习长短期记忆网络模型的开发和评估
errJOURNAL OF HYDROLOGY
IF6.3
err2022-04-01
err23
errOAAI
errJayasinghe, W. J. M. Lakmini Prarthana; Deo, Ravinesh C.; Ghahramani, Afshin; Ghimire, Sujan; Raj, Nawin
err分享
err收藏
Hybrid deep learning method for a week-ahead evapotranspiration forecasting
errSTOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT
IF3.6
err2021-09-07
err39
PREAI
errAhmed, A. A. Masrur; Deo, Ravinesh C.; Feng, Qi; Ghahramani, Afshin; Raj, Nawin; Yin, Zhenliang; Yang, Linshan
err分享
err收藏
Novel short-term solar radiation hybrid model: Long short-term memory network integrated with robust local mean decomposition
errAPPLIED ENERGY
IF11
err2021-09-01
err38
PREAI
errAnh Ngoc-Lan Huynh; Deo, Ravinesh C.; Ali, Mumtaz; Abdulla, Shahab; Raj, Nawin
err分享
err收藏
Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity具有Boruta-随机森林优化算法的深度学习混合模型，用于通过气候模式指数，降雨和周期性进行流量预测
errJOURNAL OF HYDROLOGY
IF6.3
err2021-08-01
err96
PREAI
errAhmed, A. A. Masrur; Deo, Ravinesh C.; Feng, Qi; Ghahramani, Afshin; Raj, Nawin; Yin, Zhenliang; Yang, Linshan
err分享
err收藏

研究方向

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合作学者
合作期刊
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H 指数: 89 · 论文数: 647
R
Ravinesh C. Deo
H 指数: 81 · 论文数: 588
S
Sancho Salcedo‐Sanz
H 指数: 60 · 论文数: 510
齐峰 封面图
齐峰 (Qi Feng)
H 指数: 57 · 论文数: 521
J
Jianchun Mi
H 指数: 50 · 论文数: 236
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