Nawin Raj

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Empirical Mode Decomposition

Spatial Resolution

Top Venues

Appl. Soft Comput.

Publications

Abul Abrar Masrur Ahmed, S. Janifer Jabin Jui, Mohanad S. Al-Musaylh, Nawin Raj, Reepa Saha, Ravinesh C. Deo, Sanjoy Kumar Saha
Hybrid deep learning model for wave height prediction in Australia's wave energy region. Appl. Soft Comput. 150 (2024)
Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model. IEEE Access 12 (2024)
Nawin Raj, Sarah Pasfield-Neofitou
Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence. Remote. Sens. 16 (3) (2024)
Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images. IEEE Access 11 (2023)
Nawin Raj, Jason Brown
Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia. Remote. Sens. 15 (11) (2023)
Nawin Raj, Zahra Gharineiat, Abul Abrar Masrur Ahmed, Yury A. Stepanyants
Assessment and Prediction of Sea Level Trend in the South Pacific Region. Remote. Sens. 14 (4) (2022)
S. Janifer Jabin Jui, Abul Abrar Masrur Ahmed, Aditi Bose, Nawin Raj, Ekta Sharma, Jeffrey Soar, Md Wasique Islam Chowdhury
Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables. Remote. Sens. 14 (3) (2022)
Nawin Raj, Jason Brown
An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia. Remote. Sens. 13 (8) (2021)
W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm. IEEE Access 9 (2021)
A. A. Masrur Ahmed, Ravinesh C. Deo, Nawin Raj, Afshin Ghahramani, Qi Feng, Zhenliang Yin, Linshan Yang
Deep Learning Forecasts of Soil Moisture: Convolutional Neural Network and Gated Recurrent Unit Models Coupled with Satellite-Derived MODIS, Observations and Synoptic-Scale Climate Index Data. Remote. Sens. 13 (4) (2021)
Jason Brown, Nawin Raj
Predictive Tracking of a High Capability Malicious UAV. CCWC (2021)
Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, Nawin Raj, Shahab A. Abdulla
Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm. IEEE Access 9 (2021)
Ekta Sharma, Ravinesh C. Deo, Ramendra Prasad, Alfio V. Parisi, Nawin Raj
Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks. IEEE Access 8 (2020)