Application of Artificial Intelligence to monitor changes in land use in the Bac Tu Liem District area, Hanoi, during the period 2019-2023

Application of Artificial Intelligence to monitor changes in land use

in the BacTu Liem District area, Hanoi, during the period 2019-2023

Do Lan Phuong^1*, Hoang Thi Thuy², Do Nhu Hiep³

¹National Remote Sensing Department, No 79 Van Tien Dung Road, Bac Tu Liem District, Ha Noi, Viet Nam

²Hanoi University of Mining and Geology, No 18 Pho Vien Street, Bac Tu Liem District, Ha Noi, Viet Nam

³Hanoi University of Natural Resources and Environment, No 41a Phu Dien Street, Bac Tu Liem District, Ha Noi, Viet Nam

Corresponding Author Email: phuongdolan264@gmail.com

Abstract:

Artificial Intelligence is currently being applied with great effectiveness in various fields. There have been studies utilizing machine learning algorithms to classify land use, land cover from satellite images. This research employs AI with the Random Forest machine learning algorithm to classify, and monitor land use, land cover from Sentinel-2 images in the Bac Tu Liem District, Hanoi, during the period 2019-2023. The results of the study have indicated a decrease of 5.32% in the area covered by dense vegetation, while, conversely, the residential area has increased by 5.27% equivalent to 232.80 hectares after 5 years.

Keywords:GIS, Land use, Land cover, Artificial Itelligence, Google Earth Engine, RF algorithms.

PDF file: /datafiles/46325/upload/files/B4_pp23_30.pdf