Improving near real-time precipitation estimation using a U-Net convolutional neural network and geographical information

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Martı́n Abadi, Ashish Agarwal, Paul Barham et al. · arXiv (Cornell University) · 2016 · 9.8K citations · Full text

Computing, Computer Engineering, Computer Science +13

Recent advances in convolutional neural networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen et al. · Pattern Recognition · 2017 · 6.3K citations

Computing, Computer Science, Computer Vision +10

Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs

Pingping Xie, Phillip A. Arkin · Bulletin of the American Meteorological Society · 1997 · 4.4K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +16

CMORPH: A Method that Produces Global Precipitation Estimates from Passive Microwave and Infrared Data at High Spatial and Temporal Resolution

Robert J. Joyce, John E. Janowiak, Phillip A. Arkin et al. · Journal of Hydrometeorology · 2004 · 3.2K citations

Natural Sciences, Earth Sciences, Meteorology +17

The Changing Character of Precipitation

Kevin E. Trenberth, Aiguo Dai, Roy M. Rasmussen et al. · Bulletin of the American Meteorological Society · 2003 · 3.2K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17