| Main results | Theoretical results:
+ Thematic scientific research reports include: 62 reports
+ General process for building seasonal distribution of SAV maps: A case study of Khanh Hoa coastal province, Central Vietnam.
+ Building an open-source firmware (GPU4RS) for visualization, processing satellite remote sensing based on the GPU platform.
+ Training 02 Masters of Science and support 01 Doctoral candidate.
+ Hosting and coordinating to organize 03 scientific conferences
+ Exchange of scientific research results at Osaka University, Japan.
+ Building WebGIS database for the project.
+ Organize the technology transfer of the project’s results.
Applied results:
The project has transferred 02 products to the Department of Science and Technology of Khanh Hoa province:
1) 03 submerged aquatic vegetation (SAV) distribution maps at the 1:50,000 scale in the sunny season, rainy season and an entire year).
2) 15 SAV distribution maps at the 1:25,000 scale of 5 key regions of Khanh Hoa province (Van Phong Bay, Nha Phu lagoon - Ninh Hoa district, Nha Trang Bay, Bai Dai – Thuy Trieu Lagoon and Cam Ranh Bay) in the sunny season, in the rainy season, in the entire year. |
| Novelty and actuality and scientific meaningfulness of the results | Applying remote sensing technology and general-purpose graphics processing units (GPGPU) techniques can improve the remote sensing image processing speed when assessing the current status, distribution, and changes of undersea vegetation. .
Developed a dataset of submerged aquatic vegetation maps in Khanh Hoa province;
Project on proposing solutions for the protection and sustainable exploitation of marine plant resources.
Using remote sensing technology and GPU computing technology can accelerate remote sensing image processing to support for assessing the current status, distribution and changes of SAV.
Developing a set of SAV maps in Khanh Hoa province.
Proposing solutions for the protection and sustainable exploitation of SAV
The results of this study would support the investigation, monitoring, and management of SAV effective, reducing costs, time, and accuracy. |
| Products of the project | Products (type II), including:
The products have been stored on paper and CDs.
Product 1. Scientific report on the application of remote sensing technology and GPU computing technology in the study of SAV (submerged aquatic vegetation).
Product 2. Open source software (GPU4RS) for processing satellite remote sensing imagery on GPGPU platform for research contents.
Product 3. Establish SAV distribution maps at 1:25.000 scale for five key areas of Khanh Hoa province (Van Phong bay, Nha Phu lagoon - Ninh Hoa district, Nha Trang Bay, Bai Dai – Thuy Trieu Lagoon and Cam Ranh Bay).
Product 4. Set of SAV distribution maps at 1:50.000 scale, seasonal distribution at a depth of up to 15 m for the column waters of Khanh Hoa province.
Product 5. Assessing the current status of distribution and change of SAV and proposing solutions for the protection and sustainable exploitation of marine plant resources and a scientific report to summarize the results of the project implementation.
Products (type III), including:
Published 07 scientific papers. In which, 02 articles on SCIE list, 02 international articles, 03 national articles and 02 local articles:
02 published articles on the international SCIE indexed journal
i) Aquatic Living Resources (2020) Vol. 33, No.4. DOI: ttps://doi.org/10.1051/alr/2020005. Article title: Satellite image analysis reveals changes in seagrass beds at Van Phong Bay, Vietnam during the last 30 years. Tác giả: Trong-Thach Vo, Khin Lau, Lawrence M. Liao and Xuan-Vy Nguyen.
ii) ISPRS International Journal of Geo-Information (2020), vol. 9, p. 395, 2020. Tên bài báo: Mapping Submerged Aquatic Vegetation along the Central Vietnamese Coast Using Multi-Source Remote Sensing. Tác giả: T. N. Khanh Ni, H. C. Tin, Vo T. Thach, C. Jamet, and I. Saizen,
02 international articles
i) Journal of Marine Science. Article title: Application of Regional Ocean Modeling System for Hydrodynamics in Binh Cang-Nha Trang Bay, Vietnam. Tác giả: Pham Xuan Duong, Phan Minh Thu, Bui Hong Long. Pp. 1-7. Volume 01. Issue 01. 2019.
ii) Journal of Environmental Science and Engineering B (2020), Volume 9, Number 2, (Serial Number 83), Pp. 56-70. DOI:10.17265/2162-5263/2020.02.002. Quantifying Shoot Density and Biomass of Seagrass Beds in the Central Coast of Vietnam. Tác giả: Hoang Cong Tin, Luong Quang Doc and Ho Thi Thuy Uyen.
03 national articles
i) Vietnam Journal of Science and Technology 55 (4C) (2017) 148-154. A Review of Seagrass Studies by using Satellite Remote Sensing Data in the Southeast Asia: Status And Potential. Authors: Nguyen Thi Thien Huong, Tran Anh Tuan, Vo Trong Thach, Hoang Cong Tin.
ii) Vietnam Journal of Marine Science and Technology; Vol. 20, No. 1; 2020: 95-103. DOI: https://doi.org/10.15625/1859-3097/20/1/13301: Initial evaluation of nitrogen uptake of Thalassia hemprichii in Nha Trang, Khanh Hoa. Authors: Phan Minh Thu, Nguyen Minh Hieu, Hoang Trung Du, Nguyen Kim Hanh, Pham Thi Mien, Vo Hai Thi, [Le Tran Dung], Nguyen Trinh Duc Hieu
iii) Tạp chí KH&CN Khánh Hòa, số 3, năm 2019, số trang 5. Tên bài báo: “Diễn biến chất lượng nước tại vùng ven bờ Khánh Hòa trong gần thập kỷ qua”. Tác giả: Phạm Hữu Tâm, Võ Trọng Thạch.
02 local articles (lack of words to expressing to thank the project)
iv) Trường Đại học Phú Yên, Số 25 năm 2020, trang 83-88, ISSN 0866-7780. Thành phần loài và phân bố cỏ biển Đầm Thủy Triều Khánh Hòa. Tác giả. Nguyễn Hoàng Thái Khang, Võ Trọng Thạch, Trần Thị Quỳnh Thi.
v) Trường Đại học Khánh Hòa, ISSN: 2588- 1353. Xác định sự phân bố hàm lượng vật lơ lửng từ dữ liệu ảnh viễn thám ở vịnh Vân Phong. Số. 1 (2020), trang 21-25. Tác giả. Nguyễn Hoàng Thái Khang, Võ Trọng Thạch |
