825 citations
- Chinese Academy of SciencesCN32 papers
- University of Science and Technology of ChinaCN7 papers
- State Key Laboratory of Numerical Modeling for Atmospheric Sciences and Geophysical Fluid Dynamics6 papers
- University of Chinese Academy of SciencesCN5 papers
- Beijing Normal UniversityCN3 papers
- China Meteorological AdministrationCN3 papers
- Nanjing University of Information Science and TechnologyCN3 papers
- Tsinghua UniversityCN3 papers
- University at Albany, State University of New YorkUS3 papers
- Academy of Mathematics and Systems ScienceCN2 papers
- Institute of Geographic Sciences and Natural Resources ResearchCN2 papers
- Langley Research CenterUS2 papers
33 papers
DRUM: Diffusion-based runoff model for probabilistic flood forecasting
Zhigang Ou, Congyi Nai, Baoxiang Pan +7
Extreme floods pose escalating risks in a changing climate, yet forecasting remains challenging due to peak flow underestimation and high uncertainty. We introduce DRUM, a diffusio…
A Deep Learning Earth System Model for Efficient Simulation of the Observed Climate
Nathaniel Cresswell-Clay, Bowen Liu, Dale Durran +4
A key challenge for computationally intensive state-of-the-art Earth System models is to distinguish global warming signals from interannual variability. Here we introduce DLESyM,…
Machine learning disentangles bias causes of shortwave cloud radiative effect in a climate model
Hongtao Yang, Guoxing Chen, Wei-Chyung Wang +2
Large bias exists in shortwave cloud radiative effect (SWCRE) of general circulation models (GCMs), attributed mainly to the combined effect of cloud fraction and water contents, w…
Reconstructing Three-decade Global Fine-Grained Nighttime Light Observations by a New Super-Resolution Framework
Jinyu Guo, Feng Zhang, Hang Zhao +2
Satellite-collected nighttime light provides a unique perspective on human activities, including urbanization, population growth, and epidemics. Yet, long-term and fine-grained nig…
The First GECAM Observation Results on Terrestrial Gamma-ray Flashes and Terrestrial Electron Beams
Y. Zhao, J. C. Liu, S. L. Xiong +59
Gravitational-wave high-energy Electromagnetic Counterpart All-sky Monitor (GECAM) is a space-borne instrument dedicated to monitoring high-energy transients, including Terrestrial…
FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead
Kang Chen, Tao Han, Junchao Gong +11
We present FengWu, an advanced data-driven global medium-range weather forecast system based on Artificial Intelligence (AI). Different from existing data-driven weather forecast m…