A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation

Short-wavelength (15–150 km) ocean phenomena are difficult to be observed by conventional altimeter due to the sampling method limited the resolution of the data. It is, therefore, the future wide-swath interferometric altimetry (WIA) missions like “SWOT” and &#x...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Chen Wang, Fangjie Yu, Zhiyuan Zhuang, Junwu Tang, Hanwei Sun, Ge Chen
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2021
Materias:	Altimetry marine equipment simulation Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809
Acceso en línea:	https://doaj.org/article/e186381fc5fc4e47b29030da0299b0e7
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:e186381fc5fc4e47b29030da0299b0e7
record_format	dspace
spelling	oai:doaj.org-article:e186381fc5fc4e47b29030da0299b0e72021-11-17T00:00:15ZA Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation2151-153510.1109/JSTARS.2021.3119034https://doaj.org/article/e186381fc5fc4e47b29030da0299b0e72021-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/9566825/https://doaj.org/toc/2151-1535Short-wavelength (15–150 km) ocean phenomena are difficult to be observed by conventional altimeter due to the sampling method limited the resolution of the data. It is, therefore, the future wide-swath interferometric altimetry (WIA) missions like “SWOT” and “Guanlan” are designed to observe these phenomena. However, observing the short-wavelength dynamic process of the high eddy kinetic energy (EKE) region is still a challenge. The short-wavelength validation of WIA is also an urgent problem to be solved. In-situ observation platforms array can provide data set with high spatial and temporal resolution, which can capture short-wavelength dynamic process and validate the altimeter data. Simulation is a key to verify the feasibility of the observation strategy. In this article, we carried out simulated observation experiments based on high spatial-temporal resolution numerical models and introduced motion model of mooring and keep-station glider to improve the accuracy of in-situ observation simulation under the influence of the dynamic ocean currents which optimized by deep learning methods. In this experiment, the steric height, reconstructed by different observation array strategies, and the sea surface height of the measured positions are compared based on wavenumber spectrum. We tested the performance of the mooring array, station-keeping glider array, mooring and wave-energy profiling buoy (M&WPB) combination array, and multidevice array. The results show that the glider and M&WPB arrays have better performance of strong current regions. It could be helpful for the observation of dynamic processes in high EKE regions and has potential application for the validation of WIA.Chen WangFangjie YuZhiyuan ZhuangJunwu TangHanwei SunGe ChenIEEEarticleAltimetrymarine equipmentsimulationOcean engineeringTC1501-1800Geophysics. Cosmic physicsQC801-809ENIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 14, Pp 11287-11296 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Altimetry marine equipment simulation Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809
spellingShingle	Altimetry marine equipment simulation Ocean engineering TC1501-1800 Geophysics. Cosmic physics QC801-809 Chen Wang Fangjie Yu Zhiyuan Zhuang Junwu Tang Hanwei Sun Ge Chen A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
description	Short-wavelength (15–150 km) ocean phenomena are difficult to be observed by conventional altimeter due to the sampling method limited the resolution of the data. It is, therefore, the future wide-swath interferometric altimetry (WIA) missions like “SWOT” and “Guanlan” are designed to observe these phenomena. However, observing the short-wavelength dynamic process of the high eddy kinetic energy (EKE) region is still a challenge. The short-wavelength validation of WIA is also an urgent problem to be solved. In-situ observation platforms array can provide data set with high spatial and temporal resolution, which can capture short-wavelength dynamic process and validate the altimeter data. Simulation is a key to verify the feasibility of the observation strategy. In this article, we carried out simulated observation experiments based on high spatial-temporal resolution numerical models and introduced motion model of mooring and keep-station glider to improve the accuracy of in-situ observation simulation under the influence of the dynamic ocean currents which optimized by deep learning methods. In this experiment, the steric height, reconstructed by different observation array strategies, and the sea surface height of the measured positions are compared based on wavenumber spectrum. We tested the performance of the mooring array, station-keeping glider array, mooring and wave-energy profiling buoy (M&WPB) combination array, and multidevice array. The results show that the glider and M&WPB arrays have better performance of strong current regions. It could be helpful for the observation of dynamic processes in high EKE regions and has potential application for the validation of WIA.
format	article
author	Chen Wang Fangjie Yu Zhiyuan Zhuang Junwu Tang Hanwei Sun Ge Chen
author_facet	Chen Wang Fangjie Yu Zhiyuan Zhuang Junwu Tang Hanwei Sun Ge Chen
author_sort	Chen Wang
title	A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
title_short	A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
title_full	A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
title_fullStr	A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
title_full_unstemmed	A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation
title_sort	simulation experiment on in-situ observation of short-wavelength scale dynamic processes and potential applications to wide-swath interferometric altimetry validation
publisher	IEEE
publishDate	2021
url	https://doaj.org/article/e186381fc5fc4e47b29030da0299b0e7
work_keys_str_mv	AT chenwang asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT fangjieyu asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT zhiyuanzhuang asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT junwutang asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT hanweisun asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT gechen asimulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT chenwang simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT fangjieyu simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT zhiyuanzhuang simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT junwutang simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT hanweisun simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation AT gechen simulationexperimentoninsituobservationofshortwavelengthscaledynamicprocessesandpotentialapplicationstowideswathinterferometricaltimetryvalidation
_version_	1718426079510659072

A Simulation Experiment on In-Situ Observation of Short-Wavelength Scale Dynamic Processes and Potential Applications to Wide-Swath Interferometric Altimetry Validation

Ejemplares similares