Concepedia

Multi-modal spatio-temporal meteorological forecasting with deep neural network

Xinbang Zhang, Qizhao Jin, Tingzhao Yu, Shiming Xiang, Qiuming Kuang, V. Prinet, Chunhong Pan

ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 37 citations · 60 references

Concepts

Natural SciencesEarth SciencesMeteorologyForecastingNumerical Weather PredictionWeather ForecastingDeep LearningEnsemble ForecastingHydrometeorological ForecastingMesoscale ForecastingModel ResolutionNumerical Weather Prediction Data AssimilationConvolutional Forecasting ModelsDeep Learning For ForecastingDeep Learning For Time Series ForecastingDeep Learning-based ForecastingSpatio-temporal Forecasting

References

60

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

The ERA5 global reanalysis

Hans Hersbach, Bill Bell, Paul Berrisford et al. · Quarterly Journal of the Royal Meteorological Society · 2020 · 30.4K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +12

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14

Mastering the game of Go with deep neural networks and tree search

David Silver, Aja Huang, Chris J. Maddison et al. · Nature · 2016 · 15.8K citations

Computing, Computer Science, Algorithms +10

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

Computing, Computer Science, Computer Vision +13