CloudCast -- Total Cloud Cover Nowcasting with Machine Learning

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CloudCast -- Total Cloud Cover Nowcasting with Machine Learning

27 October 2024

Anniina Kokkonen

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Papers citing "CloudCast -- Total Cloud Cover Nowcasting with Machine Learning"

14 / 14 papers shown

Title
Segregation and Context Aggregation Network for Real-time Cloud Segmentation Yijie Li Hewei Wang Jiayi Zhang Jinjiang You Jinfeng Xu Puzhen Wu Yunzhong Xiao Soumyabrata Dev 424 1 0 19 Apr 2025
Physically Explainable Deep Learning for Convective Initiation Nowcasting Using GOES-16 Satellite Observations Da Fan S. Greybush David John Gagne E. Clothiaux 78 2 0 24 Oct 2023
Statistical Properties of the log-cosh Loss Function Used in Machine Learning Resve A. Saleh A. Saleh 108 30 0 09 Aug 2022
Seamless lightning nowcasting with recurrent-convolutional deep learning J. Leinonen U. Hamann U. Germann 89 22 0 15 Mar 2022
Training Vision Transformers with Only 2040 Images Yunhao Cao Hao Yu Jianxin Wu ViT 178 44 0 26 Jan 2022
PredRNN: A Recurrent Neural Network for Spatiotemporal Predictive Learning Yunbo Wang Haixu Wu Jianjin Zhang Zhifeng Gao Jianmin Wang Philip S. Yu Mingsheng Long 163 397 0 17 Mar 2021
U-Net and its variants for medical image segmentation: theory and applications N. Siddique Sidike Paheding Colin P. Elkin Vijay Devabhaktuni SSeg 120 1,105 0 02 Nov 2020
Cloud Cover Nowcasting with Deep Learning Léa Berthomier Bruno Pradel Lior Perez 72 25 0 24 Sep 2020
CloudCast: A Satellite-Based Dataset and Baseline for Forecasting Clouds A. H. Nielsen Alexandros Iosifidis H. Karstoft 54 19 0 15 Jul 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 319 278 0 24 Mar 2020
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 724 18,428 0 27 May 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 778 8,047 0 13 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 2.1K 77,890 0 18 May 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.6K 150,708 0 22 Dec 2014