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Prediction of Sea Level with Vertical Land Movement Correction Using Deep Learning

Mathematics (Basel), 2022-11, Vol.10 (23), p.4533

Raj, Nawin

2022

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

Remote sensing (Basel, Switzerland), 2021-04, Vol.13 (8), p.1456

2021

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

Remote sensing (Basel, Switzerland), 2024-01, Vol.16 (3), p.551

2024

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

Remote sensing (Basel, Switzerland), 2023-06, Vol.15 (11), p.2881

2023

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Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction

Energies (Basel), 2019-06, Vol.12 (12), p.2407

2019

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

IEEE access, 2021, Vol.9, p.50982-50993

2021

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

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (4), p.986

2022

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LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios

Stochastic environmental research and risk assessment, 2021-09, Vol.35 (9), p.1851-1881

2021

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Hybrid deep learning method for a week-ahead evapotranspiration forecasting

Stochastic environmental research and risk assessment, 2022-03, Vol.36 (3), p.831-849

2022

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Evaluation of Multivariate Adaptive Regression Splines and Artificial Neural Network for Prediction of Mean Sea Level Trend around Northern Australian Coastlines

Mathematics (Basel), 2021-11, Vol.9 (21), p.2696

2021

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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 sensing (Basel, Switzerland), 2021-02, Vol.13 (4), p.554

2021

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The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds

Photochemistry and photobiology, 2023-07, Vol.99 (4), p.1193-1207

2023

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CNN Based Image Classification of Malicious UAVs

Applied sciences, 2023-01, Vol.13 (1), p.240

2023

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Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji

Stochastic environmental research and risk assessment, 2021-07, Vol.35 (7), p.1387-1402

2021

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

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.805

2022

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

IEEE access, 2020, Vol.8, p.209503-209516

2020

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Near Real-Time Global Solar Radiation Forecasting at Multiple Time-Step Horizons Using the Long Short-Term Memory Network

Energies (Basel), 2020-07, Vol.13 (14), p.3517

2020

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

IEEE access, 2023, Vol.11, p.5558-5577

2023

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

IEEE access, 2021, Vol.9, p.166695-166708

2021

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Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

Applied energy, 2019-11, Vol.253, p.113541, Article 113541

2019

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Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia

Sustainable Horizons, 2024-09, Vol.11, Article 100098

2024

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Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction

Renewable & sustainable energy reviews, 2019-10, Vol.113, p.109247, Article 109247

2019

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Near real-time wind speed forecast model with bidirectional LSTM networks

Renewable energy, 2023-03, Vol.204, p.39-58

2023

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Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

Remote sensing of environment, 2018-06, Vol.212, p.176-198

2018

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Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity

Journal of hydrology (Amsterdam), 2021-08, Vol.599, p.126350, Article 126350

2021

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Prediction of Sea Level with Vertical Land Movement Correction Using Deep Learning

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

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

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

Deep Learning Neural Networks Trained with MODIS Satellite-Derived Predictors for Long-Term Global Solar Radiation Prediction

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

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

LSTM integrated with Boruta-random forest optimiser for soil moisture estimation under RCP4.5 and RCP8.5 global warming scenarios

Hybrid deep learning method for a week-ahead evapotranspiration forecasting

Evaluation of Multivariate Adaptive Regression Splines and Artificial Neural Network for Prediction of Mean Sea Level Trend around Northern Australian Coastlines

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

The Playground Shade Index: A New Design Metric for Measuring Shade and Seasonal Ultraviolet Protection Characteristics of Parks and Playgrounds

CNN Based Image Classification of Malicious UAVs

Development of Flood Monitoring Index for daily flood risk evaluation: case studies in Fiji

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

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

Near Real-Time Global Solar Radiation Forecasting at Multiple Time-Step Horizons Using the Long Short-Term Memory Network

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

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

Deep solar radiation forecasting with convolutional neural network and long short-term memory network algorithms

Assessment and prediction of significant wave height using hybrid CNN-BiLSTM deep learning model for sustainable wave energy in Australia

Wavelet-based 3-phase hybrid SVR model trained with satellite-derived predictors, particle swarm optimization and maximum overlap discrete wavelet transform for solar radiation prediction

Near real-time wind speed forecast model with bidirectional LSTM networks

Self-adaptive differential evolutionary extreme learning machines for long-term solar radiation prediction with remotely-sensed MODIS satellite and Reanalysis atmospheric products in solar-rich cities

Deep learning hybrid model with Boruta-Random forest optimiser algorithm for streamflow forecasting with climate mode indices, rainfall, and periodicity

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