Yidan Xu

Yidan Xu｜ 徐一丹

Postdoc in
Department of Earth System Science
Tsinghua University

Email: xuyd@tsinghua.edu.cn
Address: Room S814, Mengminwei Building, Tsinghua University, Beijing, China

Education Background

Sep 2015 – June 2020
Beijing Normal University, Ph.D. in Global Environmental Change (Geography)

Sep 2011 – June 2015
Tianjin University of Science & Technology, B.S. in Remote Sensing and Information Processing

Work Experience

Jul 2020 – present
Postdoctoral Researcher, Department of Earth System Science, Tsinghua University

Jul 2020 – present
Research Engineer, National Supercomputer center in Wuxi

Research Interest

Artificial Intelligence in Ancient Big Data

Obtain historical meteorological data from ancient books, Based on deep learning methods and pre-training methods, Defining climate events, Reconstruction of historical climate

Tackling Climate Change with Deep Learning

Deep Learning for SST Affect Global Temperature Change, CNN, Radiation Flux

Parameterization Scheme of Deep Learning Optimization Model

CESM, Reconstructing the Multi-scale Variability of atmospheric fields, Feature Extraction, Model Design, Model Training

Research and Publications

Project

Application of numerical model in the quantitative study of global warming slowdown, Fundamental Research Funds for the Young Talent Program of Beijing Normal University, 2017-2018

Publications

• 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.
• 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.
• 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.
• 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.
• 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.
• 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.
• 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.

Awards

Scholarship, Beijing Normal University, 2015-2020
Scholarship, Tianjin University of Science & Technology, 2012-2014