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20222026

Research activity per year

Personal profile

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.

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.

 

Education/Academic qualification

Geosciences, Astrophysics & Space Sciences, Ph.D, 3D radiative transfer model for simulating satellite and airborne imaging spectroscopy and LiDAR data of vegetation and urban canopies, Université Fédérale Toulouse Midi-Pyrénées

1 Dec 20111 Jul 2015

Award Date: 1 Jul 2015

Electrical and Computer Engineering, Master of Engineering (By research), National University of Singapore

1 Jan 20091 Jun 2011

Award Date: 1 Jun 2011

Physics, Bachelor of Science (Honors), National University of Singapore

1 Aug 20041 May 2008

Award Date: 1 May 2008

External positions

Editorial Board - Remote Sensing of Environment, Elsevier

1 Jun 2026 → …

Editor - Geoscience Letters, Springer Nature

1 Jun 2026 → …

Director of Research , IEEE Geoscience and Remote Sensing Society-Hong Kong Chapter

1 Jan 2025 → …

Editorial Board - Information Geography

1 Dec 2024 → …

Keywords

  • GE Environmental Sciences
  • QC Physics
  • QA75 Electronic computers. Computer science
  • SD Forestry

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