Heroimage Institut Fuer Kuestensysteme Analyse Und Modellierung

Zeguo Zhang

Portrait-Zeguo-Zhang_hereon

Zeguo Zhang

Klimaextreme und Impacts

Doktorand

Tel: +49 (0)4152 87-2134

Fax: +49 (0)4152 87-2818

E-Mail Kontakt

Deep learning methods on the application of climate field reconstruction

My research mainly focus on the climate field reconstruction/predictions by using deep learning methods. Global surface temperature reconstructions of past millenniums temperature variability offer insights into climate sensitivity and feedback mechanisms, and also provide a useful source of information about the variability and sensitivity of the global climate system. Systematic instrumental temperature records only extend back to the nineteenth century, our knowledge of temperatures in earlier times therefore mainly relies on indirect recorders of temperature information: temperature‐sensitive proxy records.

We will use the state-of-the-art deep learning methods to make the climatic variables reconstruction by using sparse observations in order to improve our knowledge of temperature variations over the past millenniums and better understanding of global climate change both in the past and future.

Work Experience


  • 2012 - 2015 Shanghai Ocean Shipping Co., Ltd. China

Education


  • Since 2018 PhD student at the Institute of Coastal Research, Helmholtz-Zentrum Hereon
  • 2015 - 2018 Master of Engineering, Traffic information engineering and control, Dalian Maritime University. Thesis title: Intelligent Optimization of Neural Network and Its Application in Tidal Level Forecast
  • 2009 - 2012 Associate Degree in Navigation Technology, Qingdao Ocean Shipping Mariners College.