Please use this identifier to cite or link to this item: https://dspace.ctu.edu.vn/jspui/handle/123456789/109533
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dc.contributor.authorPham, Duc Binh-
dc.contributor.authorTran, Quan Anh-
dc.contributor.authorTong, Si Son-
dc.date.accessioned2024-12-23T12:01:30Z-
dc.date.available2024-12-23T12:01:30Z-
dc.date.issued2023-
dc.identifier.issn0866-7187-
dc.identifier.urihttps://dspace.ctu.edu.vn/jspui/handle/123456789/109533-
dc.description.abstractThis work estimates the surface water volume variation of the Cambodian Tonle Sap Lake at a monthly scale from 2015-2022. To achieve this, radar Sentinel-1 imagery was processed using the Google Earth Engine platform to generate backscatter coefficient maps. The Otsu method was utilized to identify the optimal threshold to classify each backscatter coefficient map into water or non-water clusters. Additionally, altimetry data from three satellites (i.e., Sentinel-3, Jason-3, and Jason-CS/Sentinel-6) was processed to estimate Tonle Sap Lake’s water level variation using the AlTiS software. Surface water maps of the lake, derived from MODIS and clear-sky Sentinel-2 imagery, were used to validate the lake’s surface water extent time series, while in situ water level data collected at Prek Kdam station was used to validate the variation of the lake’s water height. Our results estimated that the lake’s open water area varies from 2200 to 6000 km², while its water level ranges from 3.1 to 10.9 m. Combining the two time series, we estimated that Tonle Sap Lake’s water volume varies between approximately -7.2 and 9.4 km³ month­¹, which shows high correlation with the variation of the water volume flowing through Chau Doc and Tan Chau stations (R = 0.9528 after removing the time lag). This study highlights the ability of satellite data for lake monitoring, which is very useful in remote areas where gauge stations are limited or unavailable. Future work aims to test the accuracy of the proposed methodology in other types of environments, particularly in mountainous regions of North Vietnam, where the terrain is very steep.vi_VN
dc.language.isoenvi_VN
dc.relation.ispartofseriesVietnam journal of Earth sciences;Vol.45, No.04 .- P.479-496-
dc.subjectTonle Sap Lakevi_VN
dc.subjectLake volume monitoringvi_VN
dc.subjectSentinel-1vi_VN
dc.subjectAltimetry datavi_VN
dc.titleMonitoring monthly variation of Tonle Sap Lake water volume using Sentinel-1 imagery and satellite altimetry datavi_VN
dc.typeArticlevi_VN
Appears in Collections:Vietnam journal of Earth sciences

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