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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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Monitoring Blue Carbon Ecosystems across the Australian Coastline using Multi-temporal ALOS Data and Machine Learning
Pham, T. D., Saintilan, N., Skidmore, A., Ens, E., Ralph, T., Gore, D., Crameri, N. & Sloane, D.
1/04/22 → 31/03/25
Project: Research
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MQRF 22: Monitoring Mangrove Ecosystems in Australia using Remote Sensing and Machine Learning Approaches
Pham, T. D., Saintilan, N. & Skidmore, A.
3/01/22 → 2/01/25
Project: Research
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Ecosystem-based adaptation in Temperate East Asia: Development of an indicator system for evaluating rural ecosystem restoration programs
Shoyama, K., Pham, T. D., Zhen, L., Nyamtseren, M., Liu, W. & Miah, M. G.
1/10/22 → 30/09/24
Project: Research
Research Outputs
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Advances in Earth observation and machine learning for quantifying blue carbon
Pham, T. D., Ha, N. T., Saintilan, N., Skidmore, A., Phan, D. C., Le, N. N., Luu, H. V., Takeuchi, W. & Friess, D. A., Aug 2023, In: Earth-Science Reviews. 243, p. 1-19 19 p., 104501.Research output: Contribution to journal › Review article › peer-review
Open AccessFile13 Citations (Scopus)39 Downloads (Pure) -
Mapping mangrove above-ground carbon using multi-source remote sensing data and machine learning approach in Loh Buaya, Komodo National Park, Indonesia
Rijal, S. S., Pham, T. D., Aulia, S. N., Putera, M. I. & Saintilan, N., Jan 2023, In: Forests. 14, 1, p. 1-20 20 p., 94.Research output: Contribution to journal › Article › peer-review
Open AccessFile10 Citations (Scopus)94 Downloads (Pure) -
Superpixel for seagrass mapping: a novel method using PlanetScope imagery and machine learning in Tauranga harbour, New Zealand
Ha, N-T., Nguyen, H-Q., Pham, T-D., Hoang, C-T. & Hawes, I., Mar 2023, In: Environmental Earth Sciences. 82, 6, p. 1-19 19 p., 154.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
Total organic carbon estimation in seagrass beds in Tauranga Harbour, New Zealand using multi-sensors imagery and grey wolf optimization
Ha, N. T., Pham, T-D., Pham, H-T., Tran, D-A. & Hawes, I., 2023, In: Geocarto International. 38, 1, p. 1-22 22 p., 2160832.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)104 Downloads (Pure) -
A novel intelligence approach based active and ensemble learning for agricultural soil organic carbon prediction using multispectral and SAR data fusion
Nguyen, T. T., Pham, T. D., Nguyen, C. T., Delfos, J., Archibald, R., Dang, K. B., Hoang, N. B., Guo, W. & Ngo, H. H., 15 Jan 2022, In: Science of the Total Environment. 804, p. 1-12 12 p., 150187.Research output: Contribution to journal › Article › peer-review
73 Citations (Scopus)
Prizes
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Distinguished Talent visa (Permanent Residency)
Pham, Tien Dat (Recipient), 29 Sept 2020
Prize: Other distinction
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Japanese for Human Resource Development Scholarship (JDS), JICA
Pham, Tien Dat (Recipient), 2010
Prize: Other distinction
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Japanese Government (Monbukagakusho: MEXT) Scholarship for PhD
Pham, Tien Dat (Recipient), 2015
Prize: Other distinction
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Japanese Government (Monbukagakusho: MEXT) Scholarship for Research Student
Pham, Tien Dat (Recipient), Oct 2014
Prize: Other distinction
Activities
- 5 Editorial work
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Frontiers in Forests and Global Change (Journal)
Tien Dat Pham (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)
TIEN DAT PHAM (Editor)
2020 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
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Remote Sensing (Journal)
Tien Dat Pham (Editor)
1 Apr 2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
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Remote Sensing (Journal)
TIEN DAT PHAM (Reviewer)
2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
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SPIE (Publisher)
Tien Dat Pham (Editor)
2019Activity: Peer-review and editorial of research outputs › Editorial work