Projects per year
Personal profile
Biography
Dr. Pham is a Macquarie University Research Fellow (MQRF), working on wetlands monitoring in Australia using remote sensing and geoinformatics. He received his MSc and PhD from the University of Tsukuba, Japan under the JICA and the Japanese Government Scholarships, respectively. He completed his postdoctoral fellowship from the RIKEN Centre for Advanced Intelligence Project (AIP), Japan, the largest comprehensive research institution comprising a network of world-class research centres and institutes across Japan, and then completed a 12-month Fellowship at Florida International University (FIU), the United States. During his stay at RIKEN and FIU, he applied machine learning algorithms to the interpretation of remotely sensed imagery - achieving a breakthrough in wetlands inventory and monitoring. He was a key member at the Vietnam National University of Agriculture working on the applications of Geographic Information System (GIS) and multispectral remote sensing data for natural resources management.
Research interests
Dr. Pham's research interest focuses on applying innovative mapping techniques and remote sensing technologies using multisensor earth observation (EO) data such as multispectral and synthetic aperture radar (SAR) imagery combined with advanced machine learning methods for monitoring Blue Carbon ecosystems change and understand how natural drivers influence their dynamics (e.g., climate change, sea-level rise, drought, hurricanes). His interest in the application of remote sensing in understanding mangrove, seagrass, and saltmarsh dynamics of Australia.
Education/Academic qualification
Systems and Information Engineering, PhD , University of Tsukuba
1 Apr 2015 → 23 Mar 2018
Award Date: 23 Mar 2018
Environmental Sciences, MSc, University of Tsukuba
1 Aug 2010 → 25 Jul 2012
Award Date: 25 Jul 2012
Agronomy, Agricultural Engineer, Vietnam National University of Agriculture
30 Oct 2002 → 10 Oct 2006
Award Date: 10 Oct 2006
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Collaborations and top research areas from the last five years
Projects
- 3 Finished
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Ecosystem-based adaptation in Temperate East Asia: Development of an indicator system for evaluating rural ecosystem restoration programs
Shoyama, K. (Primary Chief Investigator), Pham, T. D. (Chief Investigator), Zhen, L. (Chief Investigator), Nyamtseren, M. (Chief Investigator), Liu, W.-Y. (Chief Investigator) & Miah, M. G. (Chief Investigator)
1/10/22 → 30/09/24
Project: Research
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Monitoring Blue Carbon Ecosystems across the Australian Coastline using Multi-temporal ALOS Data and Machine Learning
Pham, T. D. (Primary Chief Investigator), Saintilan, N. (Chief Investigator), Skidmore, A. (Chief Investigator), Ens, E. (Chief Investigator), Ralph, T. (Chief Investigator), Gore, D. (Chief Investigator), Crameri, N. (Research Assistant) & Sloane, D. (Research Assistant)
1/04/22 → 31/03/25
Project: Research
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Monitoring forest communities in Australia using multi-temporal SAR remotely sensed data and advanced machine learning techniques
Pham, T. D. (Primary Chief Investigator), Saintilan, N. (Chief Investigator), Skidmore, A. (Chief Investigator), Ens, E. (Chief Investigator), Ralph, T. (Chief Investigator) & Sloane, D. (Student)
2/07/21 → 31/03/22
Project: Research
Research Outputs
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Distribution of heavy metals in mangrove soils of Red River Delta, Northern of Vietnam
Le, N. N., Nguyen, K. T., Dinh, T. D., Pham, T. M. H., Le, T. H. V., Nguyen, X. T., Pham, T. D. & Pham, T. D., Jan 2026, In: Marine Environmental Research. 213, p. 1-11 11 p., 107631.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Improving heavy metal prediction using hybrid feature selection and ensemble learning with multi-source remote sensing in Red River Delta mangroves, Vietnam
Le, N. N., Pham, T. D., Saintilan, N., Nguyen, T., Pham, T. M. H., Van Le, T. H., Nguyen, T. V. L., Dinh, T. D. & Pham, T. D., 17 Jun 2026, (E-pub ahead of print) In: International Journal of Remote Sensing. 28 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Leveraging remote sensing and machine learning for sustainable management of Hanoi’s Urban golf courses
Nguyen, K. A., Liou, Y. A., Pham, T. D., Vu, T. T. P., Luong, M. K., Nguyen, T. H. & Le, T. V., 14 Aug 2025, In: Progress in Earth and Planetary Science. 12, 1, p. 1-16 16 p., 66.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)1 Downloads (Pure) -
Mapping vegetation changes in Mongolian grasslands (1990–2024) using Landsat data and advanced machine learning algorithm
Nyamtseren, M., Pham, T. D., Vu, T. T. P., Navaandorj, I. & Shoyama, K., Feb 2025, In: Remote Sensing. 17, 3, p. 1-17 17 p., 400.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Link opens in a new tab Citations (Scopus)64 Downloads (Pure) -
Quantifying five decades of shoreline change in relation to river sediment supply along the Phu Yen Coast, Central Vietnam
Nguyen, Q. H., Que, L. T., Viet, T. Q., Pham, T. D., Tran, V. N., Giang, N. T., Thanh, P. N. & Anh, D. T., 15 Nov 2025, In: Geomorphology. 489, p. 1-18 18 p., 110004.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus)
Prizes
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Distinguished Talent visa (Permanent Residency)
PHAM, T. D. (Recipient), 29 Sept 2020
Prize: Other distinction
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Japanese for Human Resource Development Scholarship (JDS), JICA
PHAM, T. D. (Recipient), 2010
Prize: Other distinction
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Japanese Government (Monbukagakusho: MEXT) Scholarship for PhD
PHAM, T. D. (Recipient), 2015
Prize: Other distinction
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Japanese Government (Monbukagakusho: MEXT) Scholarship for Research Student
PHAM, T. D. (Recipient), Oct 2014
Prize: Other distinction
Activities
- 5 Editorial work
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Frontiers in Forests and Global Change (Journal)
Pham, T. D. (Member of editorial board)
1 May 2022 → …Activity: Peer-review and editorial of research outputs › Editorial work
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ISPRS International Journal of Geo-Information (Journal)
PHAM, T. D. (Editor)
2020 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
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SPIE (Publisher)
Pham, T. D. (Editor)
2019Activity: Peer-review and editorial of research outputs › Editorial work
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Remote Sensing (Journal)
Pham, T. D. (Editor)
1 Apr 2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
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Remote Sensing (Journal)
PHAM, T. D. (Reviewer)
2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work