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
Fingerprint
Dive into the research topics where Tien Dat Pham is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
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
File -
Monitoring forest communities in Australia using multi-temporal SAR remotely sensed data and advanced machine learning techniques
Pham, T. D., Saintilan, N., Skidmore, A., Ens, E., Ralph, T. & Sloane, D.
2/07/21 → 31/03/22
Project: Research
Research Outputs
-
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
5 Citations (Scopus) -
A new hybrid equilibrium optimized SysFor based geospatial data mining for tropical storm-induced flash flood susceptible mapping
Ngo, P-T. T., Pham, T. D., Hoang, N-D., Tran, D. A., Amiri, M., Le, T. T., Hoa, P. V., Bui, P. V., Nhu, V-H. & Bui, D. T., 15 Feb 2021, In: Journal of Environmental Management. 280, p. 1-14 14 p., 111858.Research output: Contribution to journal › Article › peer-review
6 Citations (Scopus) -
A novel hybrid quantum-PSO and credal decision tree ensemble for tropical cyclone induced flash flood susceptibility mapping with geospatial data
Ngo, P-T. T., Pham, T. D., Nhu, V-H., Le, T. T., Tran, D. A., Phan, D. C., Hoa, P. V., Amaro-Mellado, J. L. & Bui, D. T., May 2021, In: Journal of Hydrology. 596, p. 1-14 14 p., 125682.Research output: Contribution to journal › Article › peer-review
11 Citations (Scopus) -
Australian forested wetlands under climate change: collapse or proliferation?
Saintilan, N., Asbridge, E., Lucas, R., Rogers, K., Wen, L., Powell, M., Colloff, M. J., Rodriguez, J. F., Saco, P. M., Sandi, S., Pham, T. D. & Lymburner, L., 9 Nov 2021, (E-pub ahead of print) In: Marine and Freshwater Research. 8 p.Research output: Contribution to journal › Review article › peer-review
Open Access1 Citation (Scopus) -
Detecting multi-decadal changes in seagrass cover in tauranga harbour, new zealand, using landsat imagery and boosting ensemble classification techniques
Ha, N. T., Manley-Harris, M., Pham, T-D. & Hawes, I., Jun 2021, In: ISPRS International Journal of Geo-Information. 10, 6, p. 1-21 21 p., 371.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Citations (Scopus)34 Downloads (Pure)
Prizes
-
-
Distinguished Talent visa (Permanent Residency)
Pham, Tien Dat (Recipient), 29 Sep 2020
Prize: Other distinction
-
Japanese for Human Resource Development Scholarship (JDS), JICA
Pham, Tien Dat (Recipient), 2010
Prize: Other distinction
-
Japanese Government (Monbukagakusho: MEXT) Scholarship for PhD
Pham, Tien Dat (Recipient), 2015
Prize: Other distinction
-
Japanese Government (Monbukagakusho: MEXT) Scholarship for Research Student
Pham, Tien Dat (Recipient), Oct 2014
Prize: Other distinction
Activities
- 5 Editorial work
-
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
-
ISPRS International Journal of Geo-Information (Journal)
TIEN DAT PHAM (Editor)
2020 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
-
Remote Sensing (Journal)
Tien Dat Pham (Editor)
1 Apr 2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
-
Remote Sensing (Journal)
TIEN DAT PHAM (Reviewer)
2019 → 30 Nov 2021Activity: Peer-review and editorial of research outputs › Editorial work
-
SPIE (Publisher)
Tien Dat Pham (Editor)
2019Activity: Peer-review and editorial of research outputs › Editorial work