List of works - Ravinesh Deo

A Real-time Flood Monitoring Index Based on Daily Effective Precipitation and its Application to Brisbane and Lockyer Valley Flood Events

scholarly article in Water Resources Management, vol. 29 no. 11, June 2015

A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms

scientific article published on 10 December 2019

Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms

scientific article published in 2022

Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia

scientific article published on 25 November 2019

Computational Intelligence Approaches for Energy Load Forecasting in Smart Energy Management Grids: State of the Art, Future Challenges, and Research Directions

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

scientific article published in 2021

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

scientific article published in 2021

Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model

article

Effects of Afforestation on Soil Bulk Density and pH in the Loess Plateau, China

article

Fast-convergent iterative scheme for filtering velocity signals and finding Kolmogorov scales.

scientific article published on 13 June 2005

Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China

article

Hybrid deep learning method for a week-ahead evapotranspiration forecasting

scientific article published in 2021

Impacts of Land Use/Land Cover Change on Climate and Future Research Priorities

article

Influence of sidewalls on the centerline small-scale turbulence of a turbulent high-aspect-ratio rectangular jet

Influence of stand type and stand age on soil carbon storage in China’s arid and semi-arid regions

article

Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia

scientific article published on 06 September 2019

Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models

scientific article published in 2019

Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results

scientific article published in 2022

List of works by Ravinesh Deo

A Real-time Flood Monitoring Index Based on Daily Effective Precipitation and its Application to Brisbane and Lockyer Valley Flood Events

A hybrid air quality early-warning framework: An hourly forecasting model with online sequential extreme learning machines and empirical mode decomposition algorithms

Boosting solar radiation predictions with global climate models, observational predictors and hybrid deep-machine learning algorithms

Capability and robustness of novel hybridized models used for drought hazard modeling in southeast Queensland, Australia

Computational Intelligence Approaches for Energy Load Forecasting in Smart Energy Management Grids: State of the Art, Future Challenges, and Research Directions

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

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

Drought forecasting in eastern Australia using multivariate adaptive regression spline, least square support vector machine and M5Tree model

Effects of Afforestation on Soil Bulk Density and pH in the Loess Plateau, China

Fast-convergent iterative scheme for filtering velocity signals and finding Kolmogorov scales.

Future Projection with an Extreme-Learning Machine and Support Vector Regression of Reference Evapotranspiration in a Mountainous Inland Watershed in North-West China

Hybrid deep learning method for a week-ahead evapotranspiration forecasting

Impacts of Land Use/Land Cover Change on Climate and Future Research Priorities

Influence of sidewalls on the centerline small-scale turbulence of a turbulent high-aspect-ratio rectangular jet

Influence of stand type and stand age on soil carbon storage in China’s arid and semi-arid regions

Machine learning approaches for spatial modeling of agricultural droughts in the south-east region of Queensland Australia

Projected spatial patterns in precipitation and air temperature for China's northwest region derived from high‐resolution regional climate models

Stacked LSTM Sequence-to-Sequence Autoencoder with Feature Selection for Daily Solar Radiation Prediction: A Review and New Modeling Results