Project's information
| Project's title | Application of machine learning technology, artificial intelligence in the assessment of coastal erosion in Quang Nam and neighboring areas |
| Project’s code | VAST06.04/19-20 |
| Research hosting institution | Institute of Marine Geology and Geophysics |
| Project leader’s name | Dr. Bui Nhi Thanh |
| Project duration | 01/01/2019 - 31/12/2020 |
| Project’s budget | 600 million VND |
| Classify | Fair |
| Goal and objectives of the project | - Establishing the process of the application of machine learning technology, artificial intelligence models and GIS in the assessment of coastal erosion. |
| Main results | Theoretical results:
The map of coastal erosion sensitive zoning by integrating machine learning technology, artificial intelligence scale 1:50,000 (Founder: Bui Nhi Thanh and the authors, 2020) |
| Novelty and actuality and scientific meaningfulness of the results | - Propose a application of research method and assessment of coastal erosion based on the application of machine learning technology, artificial intelligence models, and GIS. This method shows the predictive capacity of the models of artificial intelligence in assessing coastal erosion in the study area, in which the forecasting capacity of the CGLWL model is the best and can be used in the assessment and of coastal erosion for the reduction of Disaster and minimizes the damage caused by coastal erosion. |
| Products of the project | Published papers (listed): |
| Research area | The Department of Sciences and Technology, the Department of Natural Resource and Environment of Quang Nam and Quang Ngai Provinces. |
| Images of project | |

