eprintid: 4810
rev_number: 6
eprint_status: archive
userid: 422
dir: disk0/00/00/48/10
datestamp: 2023-06-15 04:09:50
lastmod: 2023-06-15 04:09:50
status_changed: 2023-06-15 04:09:50
type: article
metadata_visibility: show
creators_name: Lan, Vu Phuong
creators_name: Cuong, Ha Minh
creators_name: Bac, Nguyen Phuong
creators_name: Hoa, Dinh Thi Bao
creators_name: Manh, Pham Van
creators_name: Cuong, Doan Quang
creators_name: Duy, Nguyen Huu
title: Application of GNSS Reflectometry in Water Level Monitoring using Low-cost GNSS Antenna: A Case Study in Tam Giang Lagoon, Thua Thien Hue Province
ispublished: pub
subjects: Aerospace
divisions: sae
abstract: Extreme hydrological events become increasingly unpredictable due to climate change and sea-level rise, highlighting the importance of coastal sea level monitoring. This study aims to develop a Global Navigation Satellite System (GNSS) reflectometry technology that uses low-cost multi-frequency antennas to measure water levels. A multi-frequency GNSS antenna was installed in the Tam Giang lagoon area, Thua Thien Hue province, to collect data of GPS/GLONASS/Galileo/Beidou satellites at 1Hz from April 10 to April 29, 2022. Water level elevation is calculated from GNSS reflectometry data using Interference Pattern Technical (IPT) based on Signal-to-Noise Ratio (SNR). After filtering, the water level results are validated by data from the water level sensor located in the same location. The Root Mean Square Error between the water level from the GNSS - Reflectometry (GNSS– R) and the in situ measurement is 0,049 m and the correlation coefficient reaches 0,93 when combining different frequencies. The study results demonstrate that the multi-frequency GNSS-R station can be used as an additional method to measure water levels with an accuracy comparable to that of a standard tidal gauge. In addition, the study results also show the sensitivity of the GNSS reflected signal to weather conditions and the state of the sea surface, which is the basis for forecasting and early warning of storm surge extremes from GNSS reflectometry data.
date: 2022-12-16
date_type: published
official_url: https://js.vnu.edu.vn/EES/article/view/4878
id_number: https://doi.org/10.25073/2588-1094/vnuees.4878
full_text_status: public
publication: VNU Journal of Science: Earth and Environmental Sciences
volume: 38
number: 4
refereed: TRUE
issn: 2588-1094
citation:   Lan, Vu Phuong and Cuong, Ha Minh and Bac, Nguyen Phuong and Hoa, Dinh Thi Bao and Manh, Pham Van and Cuong, Doan Quang and Duy, Nguyen Huu  (2022) Application of GNSS Reflectometry in Water Level Monitoring using Low-cost GNSS Antenna: A Case Study in Tam Giang Lagoon, Thua Thien Hue Province.  VNU Journal of Science: Earth and Environmental Sciences, 38  (4).    ISSN 2588-1094     
document_url: https://eprints.uet.vnu.edu.vn/eprints/id/eprint/4810/1/4878-49-12819-1-10-20221216.pdf