Projects per year
Personal profile
Research interests
I am currently working on the EU Horizon 2020 Project ArcticPASSION which aims to build a coherent and integrated pan-Arctic observing system. I am interested in using different data science and machine learning techniques to analyze the dynamics of polar glaciers from different Earth Observation datasets, including satellite imagery and altimetry data. From February to April 2023, I was a visiting Research Fellow at the AI4EO Future Lab of the Technical University of Munich, where I explored novel deep learning methodologies and their applications in polar glaciology. I completed my PhD on “Mapping Antarctic grounding zones from ICESat-2 laser altimetry” in December 2022 at the Bristol Glaciology Centre. During my PhD, I produced the first ICESat-2-derived high-resolution Antarctic grounding zone product. This new product was published at the NASA National Snow and Ice Data Center Distributed Active Archive Center (NSIDC DAAC) and has been used to understand the behavior and stability of the Antarctic Ice Sheet and its contribution to sea level rise.
Keywords
- Glaciology
- remote sensing
- Antarctica
- climate change
- ice shelf
- altimetry
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Projects
- 1 Finished
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An automated deep learning pipeline for mapping Antarctic grounding zone from ICESat-2 laser altimeter
1/04/22 → 30/06/22
Project: Research
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Grounding line retreat and tide-modulated ocean channels at Moscow University and Totten Glacier ice shelves, East Antarctica
Li, T., Dawson, G. J., Chuter, S. J. & Bamber, J. L., 2 Mar 2023, In: Cryosphere. 17, 2, p. 1003-1022 20 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
A high-resolution Antarctic grounding zone product from ICESat-2 laser altimetry
Li, T., Dawson, G. J., Chuter, S. J. & Bamber, J. L., 8 Feb 2022, In: Earth System Science Data. 14, 2, p. 535-557 23 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile37 Downloads (Pure) -
Mapping the grounding zone of Larsen C Ice Shelf, Antarctica, from ICESat-2 laser altimetry
Li, T., Dawson, G. J., Chuter, S. J. & Bamber, J. L., 2 Nov 2020, In: Cryosphere. 14, p. 3629–3643 15 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open AccessFile5 Citations (Scopus)64 Downloads (Pure)
Datasets
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ICESat-2 L4 Grounding Zone for Antarctic Ice Shelves, Version 1
Li, T. (Creator), Dawson, G. J. (Creator), Chuter, S. J. (Creator) & Bamber, J. L. (Creator), NASA National Snow and Ice Data Center Distributed Active Archive Center, 26 May 2022
DOI: 10.5067/RI67B92708M9
Dataset
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ICESat-2-derived grounding zone product for Antarctica
Li, T. (Creator), Dawson, G. (Creator), Chuter, S. (Creator) & Bamber, J. L. (Creator), University of Bristol, 23 Jul 2021
DOI: 10.5523/bris.bnqqyngt89eo26qk8keckglww, https://nsidc.org/data/IS2GZANT and one more link, http://data.bris.ac.uk/data/dataset/bnqqyngt89eo26qk8keckglww (show fewer)
Dataset
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Cryosphere (Journal)
Tian Li (Peer reviewer)
Mar 2023Activity: Publication peer-review and editorial work types › Publication peer-review
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Remote Sensing (Journal)
Tian Li (Peer reviewer)
2021Activity: Publication peer-review and editorial work types › Publication peer-review
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Advances in Space Research (Journal)
Tian Li (Peer reviewer)
2020Activity: Publication peer-review and editorial work types › Publication peer-review
Thesis
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Mapping Antarctic grounding zones from ICESat-2 laser altimetry
Author: Li, T., 6 Dec 2022Supervisor: Bamber, J. (Supervisor) & Bingham, R. (Supervisor)
Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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