Nawin Raj

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Application of artificial intelligence in air pollution monitoring and forecasting: A systematic review.
Environ. Model. Softw.
Sreeni Chadalavada, Oliver Faust, Massimo Salvi, Silvia Seoni, Nawin Raj, U. Raghavendra, Anjan Gudigar, Prabal Datta Barua, Filippo Molinari, Udyavara Rajendra Acharya
2024 J jnl
Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence.
Remote. Sens.
Nawin Raj, Sarah Pasfield-Neofitou
2024 J jnl
Hybrid deep learning model for wave height prediction in Australia's wave energy region.
Appl. Soft Comput.
Abul Abrar Masrur Ahmed, S. Janifer Jabin Jui, Mohanad S. Al-Musaylh, Nawin Raj, Reepa Saha, Ravinesh C. Deo, Sanjoy Kumar Saha
2024 J jnl
Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model.
IEEE Access
Lionel P. Joseph, Ravinesh C. Deo, David Casillas-Pérez, Ramendra Prasad, Nawin Raj, Sancho Salcedo-Sanz
2023 J jnl
Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.
IEEE Access
Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz
2023 J jnl
Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia.
Remote. Sens.
Nawin Raj, Jason Brown
2022 J jnl
Assessment and Prediction of Sea Level Trend in the South Pacific Region.
Remote. Sens.
Nawin Raj, Zahra Gharineiat, Abul Abrar Masrur Ahmed, Yury A. Stepanyants
2022 J jnl
Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables.
Remote. Sens.
S. Janifer Jabin Jui, Abul Abrar Masrur Ahmed, Aditi Bose, Nawin Raj, Ekta Sharma, Jeffrey Soar, Md Wasique Islam Chowdhury
2021 J jnl
An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia.
Remote. Sens.
Nawin Raj, Jason Brown
2021 J jnl
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.
Abul Abrar Masrur Ahmed, Ravinesh C. Deo, Nawin Raj, Afshin Ghahramani, Qi Feng, Zhenliang Yin, Linshan Yang
2021 J jnl
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.
IEEE Access
W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj
2021 J jnl
Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm.
IEEE Access
Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, Nawin Raj, Shahab A. Abdulla
2021 — conf
Predictive Tracking of a High Capability Malicious UAV.
CCWC
Jason Brown, Nawin Raj
2020 J jnl
Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks.
IEEE Access
Ekta Sharma, Ravinesh C. Deo, Ramendra Prasad, Alfio V. Parisi, Nawin Raj