| A Review of Remote Sensing Approaches for Monitoring Blue Carbon Ecosystems: Mangroves, Seagrassesand Salt Marshes during 2010–2018 NNLWT Tien Dat Pham, Junshi Xia, Nam Thang Ha, Dieu Tien Bui Sensors 8 (19), 2019 | 146* | 2019 |
| A comparative assessment of ensemble-based machine learning and maximum likelihood methods for mapping seagrass using sentinel-2 imagery in Tauranga Harbor, New Zealand NT Ha, M Manley-Harris, TD Pham, I Hawes Remote Sensing 12 (3), 355, 2020 | 90 | 2020 |
| Estimating mangrove above-ground biomass using extreme gradient boosting decision trees algorithm with fused sentinel-2 and ALOS-2 PALSAR-2 data in can Gio biosphere reserve … TD Pham, NN Le, NT Ha, LV Nguyen, J Xia, N Yokoya, TT To, HX Trinh, ... Remote Sensing 12 (5), 777, 2020 | 89 | 2020 |
| Comparison of machine learning methods for estimating mangrove above-ground biomass using multiple source remote sensing data in the red river delta biosphere reserve, Vietnam TD Pham, N Yokoya, J Xia, NT Ha, NN Le, TTT Nguyen, TH Dao, TTP Vu, ... Remote Sensing 12 (8), 1334, 2020 | 88 | 2020 |
| Evaluating the predictive power of different machine learning algorithms for groundwater salinity prediction of multi-layer coastal aquifers in the Mekong Delta, Vietnam DA Tran, M Tsujimura, NT Ha, D Van Binh, TD Dang, QV Doan, DT Bui, ... Ecological Indicators 127, 107790, 2021 | 69 | 2021 |
| Improvement of mangrove soil carbon stocks estimation in North Vietnam using Sentinel-2 data and machine learning approach TD Pham, N Yokoya, TTT Nguyen, NN Le, NT Ha, J Xia, W Takeuchi, ... GIScience & Remote Sensing 58 (1), 68-87, 2021 | 60 | 2021 |
| Inland harmful cyanobacterial bloom prediction in the eutrophic Tri An Reservoir using satellite band ratio and machine learning approaches HQ Nguyen, NT Ha, TL Pham Environmental Science and Pollution Research 27, 9135-9151, 2020 | 56 | 2020 |
| The use of radar and optical satellite imagery combined with advanced machine learning and metaheuristic optimization techniques to detect and quantify above ground biomass of … NT Ha, M Manley-Harris, TD Pham, I Hawes International Journal of Remote Sensing 42 (12), 4712-4738, 2021 | 32 | 2021 |
| Estimation of nitrogen and phosphorus concentrations from water quality surrogates using machine learning in the Tri An Reservoir, Vietnam NT Ha, HQ Nguyen, NCQ Truong, TL Le, VN Thai, TL Pham Environmental Monitoring and Assessment 192, 1-20, 2020 | 30 | 2020 |
| Random forest and nature-inspired algorithms for mapping groundwater nitrate concentration in a coastal multi-layer aquifer system QB Pham, DA Tran, NT Ha, ARMT Islam, R Salam Journal of Cleaner Production 343, 130900, 2022 | 26 | 2022 |
| Detecting multi-decadal changes in seagrass cover in tauranga harbour, new zealand, using landsat imagery and boosting ensemble classification techniques NT Ha, M Manley-Harris, TD Pham, I Hawes ISPRS International Journal of Geo-Information 10 (6), 371, 2021 | 23 | 2021 |
| Comparing the performance of machine learning algorithms for remote and in situ estimations of chlorophyll‐a content: A case study in the Tri An Reservoir, Vietnam HQ Nguyen, NT Ha, L Nguyen‐Ngoc, TL Pham Water Environment Research 93 (12), 2941-2957, 2021 | 16 | 2021 |
| Learning from multimodal and multisensor earth observation dataset for improving estimates of mangrove soil organic carbon in Vietnam NN Le, TD Pham, N Yokoya, NT Ha, TTT Nguyen, TDT Tran, TD Pham International Journal of Remote Sensing 42 (18), 6866-6890, 2021 | 16 | 2021 |
| Seagrass mapping using ALOS AVNIR-2 data in Lap an lagoon, Thua thien Hue, Viet Nam HN Thang, K Yoshino, TPH Son Remote Sensing of the Marine Environment II 8525, 144-152, 2012 | 12 | 2012 |
| Delta lobe development in response to changing fluvial sediment supply by the second largest river in Vietnam NH Quang, HN Thang, N Van An, NT Luan Catena 231, 107314, 2023 | 7 | 2023 |
| Advances in Earth observation and machine learning for quantifying blue carbon TD Pham, NT Ha, N Saintilan, A Skidmore, DC Phan, NN Le, HL Viet, ... Earth-Science Reviews, 104501, 2023 | 7 | 2023 |
| Tanichthys kuehnei, new species, from Central Vietnam (Cypriniformes: Cyprinidae) J Bohlen, T Dvorák, HN Thang, V Šlechtová Ichthyological Exploration of Freshwaters, 2019 | 7 | 2019 |
| Automated mapping of wetland ecosystems: a study using Google Earth Engine and machine learning for lotus mapping in Central Vietnam HT Pham, HQ Nguyen, KP Le, TP Tran, NT Ha Water 15 (5), 854, 2023 | 6 | 2023 |
| Zoning seagrass protection in lap an lagoon, Vietnam using a novel integrated framework for sustainable coastal management NT Ha, TD Pham, TTH Tran Wetlands 41 (8), 122, 2021 | 6 | 2021 |
| Determination of conditioning factors for mapping nickel contamination susceptibility in groundwater in Kanchanaburi Province, Thailand, using random forest and maximum entropy NN Thanh, S Chotpantarat, NT Ha, NH Trung Environmental Geochemistry and Health 45 (7), 4583-4602, 2023 | 3 | 2023 |
Tien Dat Pham, MSc and PhDMacquarie University Research Fellow (MQRF), School of Natural Sciences, Sydney, AustraliaVerified email at mq.edu.au
