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Coordinate-Transformed Dynamic Mode Decomposition for Short-Term Rainfall Forecasting

IEEE transactions on geoscience and remote sensing, 2024, Vol.62, p.1-17

2024

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Rainfall: Modeling, Measurement and Applications

Morbidelli, Renato

1, 2022

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A hybrid approach of artificial neural network and multiple regression to forecast typhoon rainfall and groundwater-level change

Hydrological sciences journal, 2019-10, Vol.64 (14), p.1793-1802

2019

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Predictor selection method for the construction of support vector machine (SVM)‐based typhoon rainfall forecasting models using a non‐dominated sorting genetic algorithm

Meteorological applications, 2018-10, Vol.25 (4), p.510-522

2018

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Incorporating large-scale atmospheric variables in long-term seasonal rainfall forecasting using artificial neural networks: an application to the Ping Basin in Thailand

Hydrology Research, 2017-06, Vol.48 (3), p.867-882

2017

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Typhoon Rainfall Forecasting by Means of Ensemble Numerical Weather Predictions with a GA-Based Integration Strategy

Atmosphere, 2018-11, Vol.9 (11), p.425

2018

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Skilful precipitation nowcasting using deep generative models of radar

Nature (London), 2021-09, Vol.597 (7878), p.672-677

2021

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A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

Water resources research, 2020-01, Vol.56 (1), p.n/a

2020

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Applicability of Simulated Precipitation for the Rainfall Flood Forecasting in the Amur Basin

Russian meteorology and hydrology, 2024, Vol.49 (1), p.17-24

2024

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Skilful nowcasting of extreme precipitation with NowcastNet

Nature (London), 2023-07, Vol.619 (7970), p.526-532

2023

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Flash Flood and Extreme Rainfall Forecast through One-Way Coupling of WRF-SMAP Models: Natural Hazards in Rio de Janeiro State

Atmosphere, 2020-08, Vol.11 (8), p.834

2020

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Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network

Hydrology and earth system sciences, 2021-04, Vol.25 (4), p.2045-2062

2021

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Enhanced Meiyu‐Baiu Rainfall in Early Summer 2020: Aftermath of the 2019 Super IOD Event

Geophysical research letters, 2020-11, Vol.47 (22), p.n/a

2020

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Record‐Breaking Meiyu Rainfall Around the Yangtze River in 2020 Regulated by the Subseasonal Phase Transition of the North Atlantic Oscillation

Geophysical research letters, 2020-11, Vol.47 (22), p.n/a

2020

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Real‐Time Flood Forecasting Based on a High‐Performance 2‐D Hydrodynamic Model and Numerical Weather Predictions

Water resources research, 2020-07, Vol.56 (7), p.n/a

2020

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Deep learning rainfall–runoff predictions of extreme events

Hydrology and earth system sciences, 2022-07, Vol.26 (13), p.3377-3392

2022

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Application of temporal convolutional network for flood forecasting

Hydrology Research, 2021-12, Vol.52 (6), p.1455-1468

2021

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Improved subseasonal prediction of South Asian monsoon rainfall using data-driven forecasts of oscillatory modes

Proceedings of the National Academy of Sciences - PNAS, 2024-04, Vol.121 (15)

2024

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Forecasting monthly precipitation using sequential modelling

Hydrological sciences journal, 2019-04, Vol.64 (6), p.690-700

2019

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Experimental validation of two-dimensional depth-averaged models for forecasting rainfall–runoff from precipitation data in urban areas

Journal of hydrology (Amsterdam), 2010-03, Vol.382 (1), p.88-102

2010

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What Is the Added Value of a Convection-Permitting Model for Forecasting Extreme Rainfall over Tropical East Africa?

Monthly weather review, 2018-09, Vol.146 (9), p.2757-2780

2018

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Evaluation and correction of sub-seasonal dynamic model forecast of precipitation in eastern China

Climate dynamics, 2023-11, Vol.61 (9-10), p.4643-4659

2023

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Deep learning–based downscaling of summer monsoon rainfall data over Indian region

Theoretical and applied climatology, 2021-02, Vol.143 (3-4), p.1145-1156

2021

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Short-term rainfall forecasting using machine learning-based approaches of PSO-SVR, LSTM and CNN

Journal of hydrology (Amsterdam), 2022-11, Vol.614, p.128463, Article 128463

2022

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Seasonal predictability of Ethiopian Kiremt rainfall and forecast skill of ECMWF's SEAS5 model

Climate dynamics, 2021-12, Vol.57 (11-12), p.3075-3091

2021

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Coordinate-Transformed Dynamic Mode Decomposition for Short-Term Rainfall Forecasting

Rainfall: Modeling, Measurement and Applications

A hybrid approach of artificial neural network and multiple regression to forecast typhoon rainfall and groundwater-level change

Predictor selection method for the construction of support vector machine (SVM)‐based typhoon rainfall forecasting models using a non‐dominated sorting genetic algorithm

Incorporating large-scale atmospheric variables in long-term seasonal rainfall forecasting using artificial neural networks: an application to the Ping Basin in Thailand

Typhoon Rainfall Forecasting by Means of Ensemble Numerical Weather Predictions with a GA-Based Integration Strategy

Skilful precipitation nowcasting using deep generative models of radar

A Rainfall‐Runoff Model With LSTM‐Based Sequence‐to‐Sequence Learning

Applicability of Simulated Precipitation for the Rainfall Flood Forecasting in the Amur Basin

Skilful nowcasting of extreme precipitation with NowcastNet

Flash Flood and Extreme Rainfall Forecast through One-Way Coupling of WRF-SMAP Models: Natural Hazards in Rio de Janeiro State

Rainfall–runoff prediction at multiple timescales with a single Long Short-Term Memory network

Enhanced Meiyu‐Baiu Rainfall in Early Summer 2020: Aftermath of the 2019 Super IOD Event

Record‐Breaking Meiyu Rainfall Around the Yangtze River in 2020 Regulated by the Subseasonal Phase Transition of the North Atlantic Oscillation

Real‐Time Flood Forecasting Based on a High‐Performance 2‐D Hydrodynamic Model and Numerical Weather Predictions

Deep learning rainfall–runoff predictions of extreme events

Application of temporal convolutional network for flood forecasting

Improved subseasonal prediction of South Asian monsoon rainfall using data-driven forecasts of oscillatory modes

Forecasting monthly precipitation using sequential modelling

Experimental validation of two-dimensional depth-averaged models for forecasting rainfall–runoff from precipitation data in urban areas

What Is the Added Value of a Convection-Permitting Model for Forecasting Extreme Rainfall over Tropical East Africa?

Evaluation and correction of sub-seasonal dynamic model forecast of precipitation in eastern China

Deep learning–based downscaling of summer monsoon rainfall data over Indian region

Short-term rainfall forecasting using machine learning-based approaches of PSO-SVR, LSTM and CNN

Seasonal predictability of Ethiopian Kiremt rainfall and forecast skill of ECMWF's SEAS5 model

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