Nawin Raj

According to our database, Nawin Raj authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence.

Nawin Raj, Sarah Pasfield-Neofitou

Remote. Sens., February, 2024

Hybrid deep learning model for wave height prediction in Australia's wave energy region.

Abul Abrar Masrur Ahmed, S. Janifer Jabin Jui, Mohanad S. Al-Musaylh, Nawin Raj, Reepa Saha, Ravinesh C. Deo, Sanjoy Kumar Saha

Appl. Soft Comput., January, 2024

2023

Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia.

Nawin Raj, Jason Brown

Remote. Sens., 2023

Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.

Sagthitharan Karalasingham, Ravinesh C. Deo, David Casillas-Pérez, Nawin Raj, Sancho Salcedo-Sanz

IEEE Access, 2023

2022

Assessment and Prediction of Sea Level Trend in the South Pacific Region.

Nawin Raj, Zahra Gharineiat, Abul Abrar Masrur Ahmed, Yury A. Stepanyants

Remote. Sens., 2022

Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables.

S. Janifer Jabin Jui, Abul Abrar Masrur Ahmed, Aditi Bose, Nawin Raj, Ekta Sharma, Jeffrey Soar, Md Wasique Islam Chowdhury

Remote. Sens., 2022

2021

An EEMD-BiLSTM Algorithm Integrated with Boruta Random Forest Optimiser for Significant Wave Height Forecasting along Coastal Areas of Queensland, Australia.

Nawin Raj, Jason Brown

Remote. Sens., 2021

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.

Abul Abrar Masrur Ahmed, Ravinesh C. Deo, Nawin Raj, Afshin Ghahramani, Qi Feng, Zhenliang Yin, Linshan Yang

Remote. Sens., 2021

Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm.

Mohammed Moishin, Ravinesh C. Deo, Ramendra Prasad, Nawin Raj, Shahab A. Abdulla

IEEE Access, 2021

Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.

W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj

IEEE Access, 2021

Predictive Tracking of a High Capability Malicious UAV.

Jason Brown, Nawin Raj

Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021

2020

Deep Air Quality Forecasts: Suspended Particulate Matter Modeling With Convolutional Neural and Long Short-Term Memory Networks.

Ekta Sharma, Ravinesh C. Deo, Ramendra Prasad, Alfio V. Parisi, Nawin Raj

IEEE Access, 2020