Machine Learning for Precipitation Nowcasting from Radar Images

Machine Learning for Precipitation Nowcasting from Radar Images

11 December 2019

Luke Barrington

Papers citing "Machine Learning for Precipitation Nowcasting from Radar Images"

11 / 61 papers shown

Title
Wind speed prediction using multidimensional convolutional neural networks Kevin Trebing S. Mehrkanoon 25 39 0 04 Jul 2020
Deep Orthogonal Decompositions for Convective Nowcasting Daniel J. Tait AI4Cl 11 1 0 28 Jun 2020
PlumeNet: Large-Scale Air Quality Forecasting Using A Convolutional LSTM Network Antoine Alléon Grégoire Jauvion B. Quennehen David Lissmyr AI4TS 12 19 0 14 Jun 2020
Hybrid Scheme of Kinematic Analysis and Lagrangian Koopman Operator Analysis for Short-term Precipitation Forecasting Shitao Zheng T. Miyamoto K. Iwanami S. Shimizu Ryohei Kato 13 2 0 03 Jun 2020
Climbing down Charney's ladder: Machine Learning and the post-Dennard era of computational climate science Venkatramani Balaji AI4CE 9 50 0 24 May 2020
Deep Learning for Post-Processing Ensemble Weather Forecasts Peter Grönquist Chengyuan Yao Tal Ben-Nun Nikoli Dryden P. Dueben Shigang Li Torsten Hoefler 17 165 0 18 May 2020
A review of radar-based nowcasting of precipitation and applicable machine learning techniques R. Prudden Samantha V. Adams D. Kangin Nial H. Robinson Suman V. Ravuri S. Mohamed A. Arribas AI4Cl OffRL 43 45 0 11 May 2020
Deep Learning of Chaos Classification Woo Seok Lee S. Flach 9 24 0 23 Apr 2020
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 222 273 0 24 Mar 2020
WeatherBench: A benchmark dataset for data-driven weather forecasting S. Rasp P. Dueben S. Scher Jonathan A. Weyn Soukayna Mouatadid Nils Thuerey AI4Cl AI4TS 11 424 0 02 Feb 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,904 0 13 Jun 2015