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A Hybrid Analog-Ensemble–Convolutional-Neural-Network Method for Postprocessing Precipitation Forecasts

Monthly weather review, 2022-06, Vol.150 (6), p.1495

2022

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Probabilistic Precipitation Forecast Postprocessing Using Quantile Mapping and Rank-Weighted Best-Member Dressing

Monthly weather review, 2018-12, Vol.146 (12), p.4079-4098

2018

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Evaluating Operational and Experimental HRRR Model Forecasts of Atmospheric River Events in California

Weather and forecasting, 2021-12, Vol.36 (6), p.1925-1944

2021

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Evaluation of Real‐Time Convection‐Permitting Precipitation Forecasts in China During the 2013–2014 Summer Season

Journal of geophysical research. Atmospheres, 2018-01, Vol.123 (2), p.1037-1064

2018

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Comparing GEFS, ECMWF, and Postprocessing Methods for Ensemble Precipitation Forecasts over Brazil

Journal of hydrometeorology, 2019-04, Vol.20 (4), p.773-790

2019

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Evaluation of Convection-Permitting Precipitation Forecast Products Using WRF, NMMB, and FV3 for the 2016–17 NOAA Hydrometeorology Testbed Flash Flood and Intense Rainfall Experiments

Weather and forecasting, 2019-06, Vol.34 (3), p.781-804

2019

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Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall in the Tropics

Weather and forecasting, 2020-12, Vol.35 (6), p.2367-2385

2020

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Improvement of disastrous extreme precipitation forecasting in North China by Pangu-weather AI-driven regional WRF model

Environmental research letters, 2024-05, Vol.19 (5), p.54051

2024

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A Multi-Temporal-Scale Modulation Mechanism for the Postprocessing of Precipitation Ensemble Forecasts: Benefits for Streamflow Forecasting

Journal of hydrometeorology, 2023-04, Vol.24 (4), p.659-673

2023

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Short-Term and Imminent Rainfall Prediction Model Based on ConvLSTM and SmaAT-UNet

Sensors (Basel, Switzerland), 2024-06, Vol.24 (11), p.3576

2024

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Global Precipitation Forecasts by Merging Extrapolation-Based Nowcast and Numerical Weather Prediction with Locally Optimized Weights

Weather and forecasting, 2019-06, Vol.34 (3), p.701-714

2019

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Downscaling Seasonal Precipitation Forecasts over East Africa with Deep Convolutional Neural Networks

Advances in atmospheric sciences, 2024-03, Vol.41 (3), p.449-464

2024

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Calibration of ECMWF Seasonal Ensemble Precipitation Reforecasts in Java (Indonesia) Using Bias-Corrected Precipitation and Climate Indices

Weather and forecasting, 2021-08, Vol.36 (4), p.1375-1386

2021

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Statistical Postprocessing and Multivariate Structuring of High-Resolution Ensemble Precipitation Forecasts

Journal of hydrometeorology, 2018-11, Vol.19 (11), p.1815-1833

2018

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Spread and Skill in Mixed- and Single-Physics Convection-Allowing Ensembles

Weather and forecasting, 2019-04, Vol.34 (2), p.305-330

2019

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Validation of HWRF-based Probabilistic TC Wind and Precipitation forecasts

Weather and forecasting, 2021-12, Vol.36 (6), p.2057

2021

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Spatial Verification of Ensemble Precipitation: An Ensemble Version of SAL

Weather and forecasting, 2018-08, Vol.33 (4), p.1001-1020

2018

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An Adaptive Approach for the Calculation of Ensemble Gridpoint Probabilities

Weather and forecasting, 2018-08, Vol.33 (4), p.1063-1080

2018

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Ensemble flash flood predictions using a high-resolution nationwide distributed rainfall-runoff model: case study of the heavy rain event of July 2018 and Typhoon Hagibis in 2019

Progress in earth and planetary science, 2020-12, Vol.7 (1), p.1-18, Article 75

2020

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Impacts of Transition Approach of Water Vapor-Related Microphysical Processes on Quantitative Precipitation Forecasting

Atmosphere, 2022-07, Vol.13 (7), p.1133

2022

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Improving High-Resolution Weather Forecasts using the Weather Research and Forecasting (WRF) Model with an Updated Kain-Fritsch Scheme

Monthly weather review, 2016-03, Vol.144 (3), p.833-860

2016

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Statistical Postprocessing of Ensemble Precipitation Forecasts by Fitting Censored, Shifted Gamma Distributions

Monthly weather review, 2015-11, Vol.143 (11), p.4578-4596

2015

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How Suitable is Quantile Mapping For Postprocessing GCM Precipitation Forecasts?

Journal of climate, 2017-05, Vol.30 (9), p.3185-3196

2017

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Retrospective sub-seasonal forecasts of extreme precipitation events in the Arabian Peninsula using convective-permitting modeling

Climate dynamics, 2024-04, Vol.62 (4), p.2877-2906

2024

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Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts

Hydrology and earth system sciences, 2016-09, Vol.20 (9), p.3601-3618

2016

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A Hybrid Analog-Ensemble–Convolutional-Neural-Network Method for Postprocessing Precipitation Forecasts

Probabilistic Precipitation Forecast Postprocessing Using Quantile Mapping and Rank-Weighted Best-Member Dressing

Evaluating Operational and Experimental HRRR Model Forecasts of Atmospheric River Events in California

Evaluation of Real‐Time Convection‐Permitting Precipitation Forecasts in China During the 2013–2014 Summer Season

Comparing GEFS, ECMWF, and Postprocessing Methods for Ensemble Precipitation Forecasts over Brazil

Evaluation of Convection-Permitting Precipitation Forecast Products Using WRF, NMMB, and FV3 for the 2016–17 NOAA Hydrometeorology Testbed Flash Flood and Intense Rainfall Experiments

Skill of Global Raw and Postprocessed Ensemble Predictions of Rainfall in the Tropics

Improvement of disastrous extreme precipitation forecasting in North China by Pangu-weather AI-driven regional WRF model

A Multi-Temporal-Scale Modulation Mechanism for the Postprocessing of Precipitation Ensemble Forecasts: Benefits for Streamflow Forecasting

Short-Term and Imminent Rainfall Prediction Model Based on ConvLSTM and SmaAT-UNet

Global Precipitation Forecasts by Merging Extrapolation-Based Nowcast and Numerical Weather Prediction with Locally Optimized Weights

Downscaling Seasonal Precipitation Forecasts over East Africa with Deep Convolutional Neural Networks

Calibration of ECMWF Seasonal Ensemble Precipitation Reforecasts in Java (Indonesia) Using Bias-Corrected Precipitation and Climate Indices

Statistical Postprocessing and Multivariate Structuring of High-Resolution Ensemble Precipitation Forecasts

Spread and Skill in Mixed- and Single-Physics Convection-Allowing Ensembles

Validation of HWRF-based Probabilistic TC Wind and Precipitation forecasts

Spatial Verification of Ensemble Precipitation: An Ensemble Version of SAL

An Adaptive Approach for the Calculation of Ensemble Gridpoint Probabilities

Ensemble flash flood predictions using a high-resolution nationwide distributed rainfall-runoff model: case study of the heavy rain event of July 2018 and Typhoon Hagibis in 2019

Impacts of Transition Approach of Water Vapor-Related Microphysical Processes on Quantitative Precipitation Forecasting

Improving High-Resolution Weather Forecasts using the Weather Research and Forecasting (WRF) Model with an Updated Kain-Fritsch Scheme

Statistical Postprocessing of Ensemble Precipitation Forecasts by Fitting Censored, Shifted Gamma Distributions

How Suitable is Quantile Mapping For Postprocessing GCM Precipitation Forecasts?

Retrospective sub-seasonal forecasts of extreme precipitation events in the Arabian Peninsula using convective-permitting modeling

Bias correcting precipitation forecasts to improve the skill of seasonal streamflow forecasts

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