Climate Modeling
The climate modeling group currently has one Postdoc, Yidan Xu and three Ph.D. students, Yuxuan Li, and Mengxuan Chen. Our research interests include Climate Change, High-Resolution Climate Model and so on.
High-Resolution Climate Model
Long-Term Earth System Simulation, High-Resolution Earth System Simulation, Earth System Model, Parallel Computing, Sunway Taihulight
[1] Li, Y., Duan, X., Gan, L., Wan, W., Chen, Y., Xu, K., ... & Yang, G. (2021). Enabling Large-scale Simulation of CAM on the Sunway TaihuLight Supercomputer. IEEE Transactions on Computers, (01), 1-1.
[2] Zhang, S., Fu, H., Wu, L., Li, Y., Wang, H., Zeng, Y., ... & Guo, Y. (2020). Optimizing high-resolution Community Earth System Model on a heterogeneous many-core supercomputing platform. Geoscientific Model Development, 13(10), 4809-4829.
[3] Chang, P., Zhang, S., Danabasoglu, G., Yeager, S. G., Fu, H., Wang, H., ... & Wu, L. (2020). An Unprecedented Set of High‐Resolution Earth System Simulations for Understanding Multiscale Interactions in Climate Variability and Change. Journal of Advances in Modeling Earth Systems, 12(12), e2020MS002298.
Climate Change
Artificial Intelligence in Ancient Big Data, Tackling Climate Change with Deep Learning, Parameterization Scheme of Deep Learning Optimization Model
[1] Xu Y, Li J, Fu H. The role of sea surface temperature variability in changes to global surface air temperature related to two periods of warming slowdown since 1940[J]. Climate Dynamics, doi: 10.1007/s00382-022-06139-x.
[2] Zhang Y, Li J, Hou Z, Zuo B, Xu Y, Tang X, Wang H. Climatic effects of the Indian Ocean tripole on the western United States in boreal summer[J]. Journal of Climate, 2022.
[3] Xu Y, Li J, Sun C, Lin X, Wang L, Liang Y, Wang Q, Zhang Y, Hou Z, Wang F. Contribution of SST change to multidecadal global and continental surface air temperature trends between 1910 and 2013[J]. Climate Dynamics, 2019, 54, 1295–1313.
[4] Wang Q, Li J, Jin F–F, Chan J C L, Wang C, Ding R, Sun C, Zheng F, Feng J, Xie F, Li Y, Li F, Xu Y. Tropical cyclones act to intensify El Niño[J]. Nature Communications, 2019, 10.
[5] 徐一丹, 李建平, 汪秋云, 林霄沛. 全球变暖停滞的研究进展回顾[J]. 地球科学进展, 2019, 34(2):65–80.
[6] Xue J, Sun C, Li J, Mao J, Nakamura H, Miyasaka T, Xu Y. Divergent responses of extratropical atmospheric circulation to interhemispheric dipolar SST forcing over the two hemispheres in boreal winter[J]. Journal of Climate, 2018, 31, 7599–7619.
[7] Zhang Y, Li J, Xue J, Feng J, Wang Q, Xu Y, Wang Y. Impact of the south China sea summer monsoon on the Indian Ocean Dipole[J]. Journal of Climate, 2018, 31, 6557–6572.
[8] Wang Q, Li J, Li Y, Xue J, Zhao S, Xu Y, Wang Y, Zhang Y, Dong D, Zhang J. Modulation of tropical cyclone tracks over the western North Pacific by intra–seasonal Indo–western Pacific convection oscillation during the boreal extended summer[J]. Climate Dynamics, 2018, 52(1–2), 913–927.
[9] Li B, Ding R, Li J, Xu Y, Li J. Asymmetric Response of Predictability of East Asian Summer Monsoon to ENSO[J]. SOLA, 2018, 14, 52–56.