Nawin Raj

Orcid: 0000-0002-8364-2644

According to our database1, Nawin Raj authored at least 13 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Assessment and Prediction of Sea Level and Coastal Wetland Changes in Small Islands Using Remote Sensing and Artificial Intelligence.
Remote. Sens., February, 2024

Hybrid deep learning model for wave height prediction in Australia's wave energy region.
Appl. Soft Comput., January, 2024

Multi-Step-Ahead Wind Speed Forecast System: Hybrid Multivariate Decomposition and Feature Selection-Based Gated Additive Tree Ensemble Model.
IEEE Access, 2024

2023
Prediction of Mean Sea Level with GNSS-VLM Correction Using a Hybrid Deep Learning Model in Australia.
Remote. Sens., 2023

Downscaling Surface Albedo to Higher Spatial Resolutions With an Image Super-Resolution Approach and PROBA-V Satellite Images.
IEEE Access, 2023

2022
Assessment and Prediction of Sea Level Trend in the South Pacific Region.
Remote. Sens., 2022

Spatiotemporal Hybrid Random Forest Model for Tea Yield Prediction Using Satellite-Derived Variables.
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.
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.
Remote. Sens., 2021

Designing Deep-Based Learning Flood Forecast Model With ConvLSTM Hybrid Algorithm.
IEEE Access, 2021

Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.
IEEE Access, 2021

Predictive Tracking of a High Capability Malicious UAV.
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.
IEEE Access, 2020


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