Effective Training Strategies for Deep-learning-based Precipitation
Nowcasting and Estimation

Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation

17 February 2022

Papers citing "Effective Training Strategies for Deep-learning-based Precipitation Nowcasting and Estimation"

8 / 8 papers shown

Title
Explainable AI-Based Interface System for Weather Forecasting Model Soyeon Kim Junho Choi Yeji Choi Subeen Lee Artyom Stitsyuk Minkyoung Park Seongyeop Jeong Youhyun Baek Jaesik Choi XAI 46 2 0 01 Apr 2025
Data-driven rainfall prediction at a regional scale: a case study with Ghana Indrajit Kalita Lucia Vilallonga Yves Atchade AI4Cl 22 1 0 17 Oct 2024
Personalized Federated Learning for improving radar based precipitation nowcasting on heterogeneous areas Judith Sáinz-Pardo Díaz María Castrillo Juraj Bartok Ignacio Heredia Cachá Irina Malkin Ondík Ivan Martynovskyi Khadijeh Alibabaei Lisana Berberi Valentin Kozlov Álvaro López García 24 1 0 11 Aug 2024
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim AI4TS 27 6 0 07 Jun 2024
Region-Conditioned Orthogonal 3D U-Net for Weather4Cast Competition Taehyeon Kim Shinhwan Kang Hyeon-Cheol Shin Deukryeol Yoon Seong-Hoon Eom Kijung Shin Se-Young Yun 23 4 0 05 Dec 2022
Deep-Learning-Based Precipitation Nowcasting with Ground Weather Station Data and Radar Data Jihoon Ko Kyuhan Lee Hyunjin Hwang Kijung Shin 21 3 0 20 Oct 2022
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 206 242 0 24 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 193 7,816 0 13 Jun 2015