Coastal Sea Level Variations Derived from GNSS SNR Data - A Case Study in Taiwan / 利用台灣GNSS測站之訊噪比資料推求沿岸海水面變化

碩士 / 國立成功大學 / 測量及空間資訊學系 / 105 / Global sea level rise (SLR) has caused many kinds of disasters, damaging the lives and properties of numerous human beings, especially in low-lying coastal regions. Therefore, understanding and monitoring coastal sea level variations are of great importance for human society. This research used Global Navigation Satellite System (GNSS) signal-to-noise ratio (SNR) data from the GNSS stations located in Taiwan (Kaohsiung, Suao and TaiCOAST) and Sweden (Onsala Space Observatory, OSO) to compute sea level heights (SLH) by using three different methods, including Lomb Scargle Periodogram (LSP) aided with tidal harmonic analysis, LSP-only and inverse modeling (IM). The GNSS-derived sea level variations are compared with those from co-located or nearby traditional tide gauges. In Taiwan, the GNSS-derived sea level variations in Kaohsiung and Suao show good agreement with those from tide gauges with the standard deviations (STDs) of differences ranging from 7.1 - 11.1 cm and the correlation coefficients of 0.94-0.97. In addition, more than 80 % of SLH can be successfully achieved during the SNR available periods. Besides, the absolute sea level trend in Kaohsiung during 2006-2011 calculated by combining the vertical motion and the relative sea level from GNSS, is mm/yr, which agrees with that derived from satellite altimetry of mm/yr. However, this comparison is not robust because the uncertainty is almost the same level with the estimate, resulting from the short time coverage of data. In contrast, merely 40 % of SLH can be successfully provided by TaiCOAST and the STD of differences between GNSS-derived and tide gauge sea level changes is 1.12 m with a correlation coefficient of 0.13. TaiCOAST has poor performance for monitoring sea level changes since the GNSS signals may be reflected from intertidal zone when sea level ebbs. On the other hand, the GNSS-based tide gauge in Sweden can offer over 90 % of SLH by both LSP and IM methods. The STD of differences between sea level changes derived from GNSS SNR by IM and the tide gauge decreases about 2 cm compared with that by LSP and the correlation coefficient increases from 0.91 to 0.97. From the bottom line, the GNSS stations in Taiwan except for TaiCOAST demonstrate the potential of serving as GNSS-based tide gauges to measure sea level changes like a specially designed one (e.g. OSO) does.

Identiferoai:union.ndltd.org:TW/105NCKU5367006
Date January 2017
CreatorsChi-MingLee, 李啓民
ContributorsChung-Yen Kuo, 郭重言
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languageen_US
Detected LanguageEnglish
Type學位論文 ; thesis
Format89

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