Skip to main content Start main content

Academic Staff

Staff photo_academic
Prof. Yin Tiangang
PolyU Scholars Hub

Prof. Tiangang YIN

Assistant Professor

Ph.D., M. Eng., B.Sc.

Biography

Tiangang obtained a B.Sc. in Physics (2008) and an M.Eng. in Electrical and Computer Engineering (2011) from the National University of Singapore, and a Ph.D. in Remote Sensing (2015) from Université de Toulouse, France. Prior to joining PolyU, he worked as a Research Scientist at NASA’s Goddard Space Flight Center in a joint appointment with the University of Maryland. Before that, he was a SMART Scholar Postdoctoral Fellow at the Singapore-MIT Alliance for Research and Technology. He has served as Principal Investigator or Co-Investigator on numerous research projects, including NASA airborne field campaigns, mission concept studies, and competitive grants from Hong Kong’s Research Grants Council. Since 2011, he has led the development of the LiDAR, photogrammetry, and atmospheric modules of the 3D Discrete Anisotropic Radiative Transfer (DART) model. His current research focuses on quantitative remote sensing and physics-guided AI, including 3D radiative transfer modeling, LiDAR-based forest reconstruction, and differentiable modeling, to better characterize forest canopy structure and monitor urban vegetation.

Tiangang invites self-motivated postgraduate students and postdocs to join the team of 3-D sensing, modeling, and data intelligence. Please contact Tiangang for more information.

Education and Academic Qualifications

  • Ph.D, Université Fédérale Toulouse Midi-Pyrénées
  • Master of Engineering (By research), National University of Singapore
  • Bachelor of Science (Honors), National University of Singapore

Research Interests

  • Quantitative Remote Sensing,
  • 3-D radiative transfer modeling (forward and inverse),
  • 3-D urban/forest reconstruction using LiDAR and stereo photogrammetry,
  • Urban individual tree monitoring and management,
  • Urban climate and ecosystem services,
  • Solar-induced chlorophyll fluorescence,
  • Science-driven pre-launch study for Earth-Observation satellites,
  • Physics-guided AI,
  • Energy balance.

Your browser is not the latest version. If you continue to browse our website, Some pages may not function properly.

You are recommended to upgrade to a newer version or switch to a different browser. A list of the web browsers that we support can be found here