234 citations
- Chinese Academy of SciencesCN27 papers
- National Astronomical ObservatoriesCN22 papers
- University of Chinese Academy of SciencesCN15 papers
- Institute of High Energy PhysicsCN12 papers
- The University of TokyoJP12 papers
- Hebei Normal UniversityCN11 papers
- Shandong UniversityCN11 papers
- Southwest Jiaotong UniversityCN11 papers
- Tibet UniversityCN11 papers
- Hirosaki UniversityJP10 papers
- Kanagawa UniversityJP10 papers
- Konan UniversityJP10 papers
8 papers · 1 filter
AI Models Still Lag Behind Traditional Numerical Models in Predicting Sudden-Turning Typhoons
Daosheng Xu, Zebin Lu, Jeremy Cheuk-Hin Leung +10
Given the interpretability, accuracy, and stability of numerical weather prediction (NWP) models, current operational weather forecasting relies heavily on the NWP approach. In the…
Ocean Wave Forecasting with Deep Learning as Alternative to Conventional Models
Ziliang Zhang, Huaming Yu, Danqin Ren +3
This study presents OceanCastNet (OCN), a machine learning approach for wave forecasting that incorporates wind and wave fields to predict significant wave height, mean wave period…
A positivity-preserving conservative Semi-Lagrangian Multi-moment Global Transport Model on the Cubed Sphere
Jie Tang, Chungang Chen, Xueshun Shen +2
A positivity-preserving conservative semi-Lagrangian transport model by multi-moment finite volume method has been developed on the cubed-sphere grid. In this paper, two kinds of m…
Evaluation of soil thermal conductivity schemes for use in land surface modeling
Yongjiu Dai, Nan Wei, Hua Yuan +4
Soil thermal conductivity is an important physical parameter in modeling land surface processes. Previous studies on evaluations of parameterization schemes of soil thermal conduct…
Seasonal forecasts of the summer 2016 Yangtze River basin rainfall
Philip E. Bett, Adam A. Scaife, Chaofan Li +8
The Yangtze River has been subject to heavy flooding throughout history, and in recent times severe floods such as those in 1998 have resulted in heavy loss of life and livelihoods…
Attribution of extreme rainfall in Southeast China during May 2015
Claire Burke, Peter Stott, Ying Sun +1
Anthropogenic climate change increased the probability that a short-duration, intense rainfall event would occur in parts of southeast China. This type of event occurred in May 201…