Validation of Sea levels from coastal altimetry waveform retracking expert system: a case study around the Prince William Sound in Alaska

2017 International Conference on Space Science and Communication

物理学;无线电电子学

Idris, N.H.^1,2 ; Deng, X.^3 ; Idris, N.H.^1

Department of Geoinformation, Faculty of Geoinformation and Real Estate, Universiti Teknologi Malaysia, Skudai, Johor Darul Takzim

81310, Malaysia^1

Geoscience and Digital Earth Centre, Research Institute for Sustainability and Environment, Universiti Teknologi Malaysia, Johor Bahru

81310, Malaysia^2

School of Engineering, University of Newcastle, University Drive, Callaghan

NSW

2308, Australia^3

关键词: Coastal regions;    Geophysical data;    Prince William Sound;    Sea level anomaly;    Standard deviation;    Tide gauge data;    Validation assessment;    Waveform retracking;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/852/1/012029/pdf
DOI  :  10.1088/1742-6596/852/1/012029

来源: IOP

【 摘 要 】

This paper presents the validation of Coastal Altimetry Waveform Retracking Expert System (CAWRES), a novel method to optimize the Jason satellite altimetric sea levels from multiple retracking solutions. The validation is conducted over the region of Prince William Sound in Alaska, USA, where altimetric waveforms are perturbed by emerged land and sea states. Validation is performed in twofold. First, comparison with existing retrackers (i.e. MLE4 and Ice) from the Sensor Geophysical Data Records (SGDR), and second, comparison with in-situ tide gauge data. From the first validation assessment, in general, CAWRES outperforms the MLE4 and Ice retrackers. In 4 out of 6 cases, the value of improvement percentage (standard deviation of difference) is higher (lower) than those of the SGDR retrackers. CAWRES also presents the best performance in producing valid observations, and has the lowest noise when compared to the SGDR retrackers. From the second assessment with tide gauge, CAWRES retracked sea level anomalies (SLAs) are consistent with those of the tide gauge. The accuracy of CAWRES retracked SLAs is slightly better than those of the MLE4. However, the performance of Ice retracker is better than those of CAWRES and MLE4, suggesting the empirical-based retracker is more effective. The results demonstrate that the CAWRES would have potential to be applied to coastal regions elsewhere.