Hung, T.L. and Sinh, M.D. and Zablotskii, V.R. (2020) The urban areas classification methodology according to multi-zone images of sentinel 2 and landsat 8 (On the example of the city of thanh hoa, vietnam). Geodezia i Kartografia, 956 (2). pp. 40-49. ISSN 167126
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In recent years, land cover changes very quickly in urban areas due to the impact of population growth and socio-economic development. The authors present the method of land cover/land use classification based on the combination of Sentinel 2 and Landsat 8 multi-resolution satellite images. A middle infrared band (band 11), a near infrared (band 8) of Sentinel 2 image and a thermal infrared one (band 10) of Landsat 8 image were used to calculate EBBI (Enhanced Built-up and Barreness Index). The EBBI index and Sentinel 2 spectral bands with spatial resolution 10 m (band 2, 3, 4, 8) were used to classify the land cover. The obtained results showed that, the method of land cover classification based on combination of Sentinel 2 and Landsat 8 satellite images improves the overall accuracy by about 5 % compared with the one using only Sentinel 2 data. The results obtained at the study can be used for the management, assessment and monitoring the status and dynamics of land cover in urban areas. © 2020, Center of Geodesy, Cartography and SDI, FSBI. All rights reserved.
Item Type: | Article |
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Divisions: | Institutes > Institute of Techniques for Special Engineering |
Identification Number: | 10.22389/0016-7126-2020-956-2-40-49 |
Additional Information: | Language of original document: Russian. |
URI: | http://eprints.lqdtu.edu.vn/id/eprint/9066 |