Precipitation Nowcasting with Satellite Imagery

Precipitation Nowcasting with Satellite Imagery

23 May 2019

Sergey Ovcharenko

Ruslan Grokhovetskiy

Ivan Bushmarinov

Papers citing "Precipitation Nowcasting with Satellite Imagery"

13 / 13 papers shown

Title
PostRainBench: A comprehensive benchmark and a new model for precipitation forecasting Yujin Tang Jiaming Zhou Xiang Pan Zeying Gong Junwei Liang AI4Cl 29 3 0 04 Oct 2023
WF-UNet: Weather Fusion UNet for Precipitation Nowcasting Christos Kaparakis S. Mehrkanoon 23 4 0 08 Feb 2023
Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast Kaifeng Bi Lingxi Xie Hengheng Zhang Xin Chen Xiaotao Gu Qi Tian AI4Cl 28 158 0 03 Nov 2022
Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Jihoon Ko Kyuhan Lee Hyunjin Hwang Kijung Shin 39 3 0 20 Oct 2022
Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction Taehyeon Kim Namgyu Ho Donggyu Kim Se-Young Yun BDL 20 6 0 30 Jun 2022
Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation Jihoon Ko Kyuhan Lee Hyun-Sun Hwang Seok-Geun Oh S. Son Kijung Shin AI4Cl 43 40 0 17 Feb 2022
Good Classification Measures and How to Find Them Martijn Gösgens A. Zhiyanov Alexey Tikhonov Liudmila Prokhorenkova 103 30 0 22 Jan 2022
MS-nowcasting: Operational Precipitation Nowcasting with Convolutional LSTMs at Microsoft Weather Sylwester Klocek Haiyu Dong M. Dixon Panashe Kanengoni Najeeb Kazmi Pete Luferenko Zhongjian Lv Shikhar Sharma Jonathan A. Weyn Siqi Xiang AI4Cl 39 22 0 18 Nov 2021
Skillful Precipitation Nowcasting using Deep Generative Models of Radar Suman V. Ravuri Karel Lenc Matthew Willson D. Kangin Rémi R. Lam ... R. Hadsell Nial H. Robinson Ellen Clancy A. Arribas S. Mohamed AI4Cl 19 722 0 02 Apr 2021
Broad-UNet: Multi-scale feature learning for nowcasting tasks Jesús García Fernández S. Mehrkanoon 27 66 0 12 Feb 2021
MetNet: A Neural Weather Model for Precipitation Forecasting C. Sønderby L. Espeholt Jonathan Heek Mostafa Dehghani Avital Oliver Tim Salimans Shreya Agrawal Jason Hickey Nal Kalchbrenner AI4Cl 237 273 0 24 Mar 2020
Machine Learning for Precipitation Nowcasting from Radar Images Shreya Agrawal Luke Barrington Carla Bromberg J. Burge Cenk Gazen Jason Hickey AI4Cl 33 222 0 11 Dec 2019
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 239 7,921 0 13 Jun 2015