Keyword

precipitation forecasting

Description: The prediction of future precipitation conditions, including rainfall amount, timing, location, or intensity, using observations and forecasting methods.

Primary topic: Hydrological Forecasting Using AI (24%)

OpenAlex ID: keywords/rainfall-prediction

Prognostic Evaluation of Assumptions Used by Cumulus Parameterizations

1993 · Georg A. Grell · Monthly Weather Review · 1,931

The NCEP Climate Forecast System

2006 · S. Saha, S. Nadiga, et al. · Journal of Climate · 1,122

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Understanding, management and modelling of urban hydrology and its consequences for receiving waters: A state of the art

2012 · T.D. Fletcher, H. Andrieu, et al. · Advances in Water Resources · 1,011

Prediction of Daily Climate Using Long Short-Term Memory (LSTM) Model

2024 · Jinxin Xu, Zhuoyue Wang, et al. · International Journal of Innovative Science and Research Technology (IJISRT) · 974

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A Study of Aerosol Impacts on Clouds and Precipitation Development in a Large Winter Cyclone

2014 · Gregory Thompson, Trude Eidhammer · Journal of the Atmospheric Sciences · 860

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Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model

2017 · Shi, Xingjian, Gao, Zhihan, et al. · arXiv (Cornell University) · 829

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Does Increasing Horizontal Resolution Produce More Skillful Forecasts?

2002 · Clifford F. Mass, David Ovens, et al. · Bulletin of the American Meteorological Society · 731

Rainfall forecasting in space and time using a neural network

1992 · Mark N. French, Witold F. Krajewski, et al. · Journal of Hydrology · 692

A mass-flux convection scheme for regional and global models

2001 · P. Bechtold, E. Bazile, et al. · Quarterly Journal of the Royal Meteorological Society · 575

Real-Time Landslide Warning During Heavy Rainfall

1987 · David K. Keefer, Raymond C. Wilson, et al. · Science · 561

Coupling an Advanced Land Surface–Hydrology Model with the Penn State–NCAR MM5 Modeling System. Part II: Preliminary Model Validation

2001 · Fei Chen, Jimy Dudhia · Monthly Weather Review · 533

Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics

2019 · Yunbo Wang, Jianjin Zhang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 516

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Geostatistical Space–Time Models: A Review

1999 · Phaedon C. Kyriakidis, André G. Journel · Mathematical Geology · 506

Fuzzy verification of high‐resolution gridded forecasts: a review and proposed framework

2008 · Elizabeth E. Ebert · Meteorological Applications · 480

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Precipitation: Measurement, remote sensing, climatology and modeling

2009 · S. Michaelides, V. Levizzani, et al. · Atmospheric Research · 474

A Lagrangian Analysis of the Atmospheric Branch of the Global Water Cycle. Part I: Method Description, Validation, and Demonstration for the August 2002 Flooding in Central Europe

2004 · Andreas Stohl, Paul James · Journal of Hydrometeorology · 465

FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators

2022 · Pathak, Jaideep, Subramanian, Shashank, et al. · arXiv (Cornell University) · 438