Seawater space temperature profile reconstruction method and system

A technology of temperature profile and space, which is applied in the field of seawater space temperature profile reconstruction, can solve the problems of low space measurement efficiency, high measurement cost, and limited coverage, and achieve high space measurement efficiency, strong environmental adaptability, and low measurement cost. low effect

Pending Publication Date: 2022-07-29
INST OF ACOUSTICS CHINESE ACAD OF SCI
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Problems solved by technology

The fixed-point measurement of the sound velocity profile can be realized by using temperature chains, temperature-salinity profilers (CTD) and other equipment, but their spatial measurement efficiency is low and the coverage is limited, and it is difficult to meet the large-scale measurement requirements comparable to the sonar range; the disposable temperature-depth Disposable measuring equipment such as XBT can realize on-line temperature profile measurement, but it needs to be placed intensively to obtain accurate spatial temperature profile changes, and because the equipment is not recyclable, the measurement cost is high

Method used

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  • Seawater space temperature profile reconstruction method and system
  • Seawater space temperature profile reconstruction method and system
  • Seawater space temperature profile reconstruction method and system

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Effect test

Embodiment 1

[0073] like figure 1 As shown, Embodiment 1 of the present invention provides a seawater space temperature profile reconstruction method.

[0074] The present invention adopts the technical scheme of the following steps:

[0075] First, principal component analysis (PCA) is performed on the historical data set to obtain the empirical orthogonal function (EOF). Principal component analysis is an effective method to analyze the matrix data and extract the main feature quantities. The obtained empirical orthogonal function can represent the temperature profile that changes with space or time, and realizes the formation of a matrix for the temperature profiles at different times or locations. dimensionality reduction.

[0076] The historical temperature profiles of the experimental sea area or similar locations are selected as samples, and the samples can be integrated from the data obtained by various measurement methods such as temperature chain, CTD or XBT. The first step is...

Embodiment 2

[0096]Based on the method of Embodiment 1, Embodiment 2 of the present invention proposes a reconstruction system of seawater space temperature profile, the system includes: a principal component analysis module, a coefficient calculation module, an optimal drag measurement depth value acquisition module, a measurement value acquisition module, temperature profile spatial distribution acquisition module; among them,

[0097] The principal component analysis module is used to perform principal component analysis on the temperature profile data in the pre-established historical data set to obtain an average temperature profile and an empirical orthogonal function;

[0098] The coefficient calculation module is used for selecting several depth values, and according to the temperature profile data of the selected depth values, combined with the average temperature profile and the empirical orthogonal function, to calculate the coefficient of the K-order empirical orthogonal functio...

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Abstract

The invention discloses a reconstruction method and system for a seawater space temperature profile, and the method comprises the steps: carrying out the principal component analysis of temperature profile data in a pre-established historical data set, and obtaining an average temperature profile and an empirical orthogonal function; selecting a plurality of depth values, and calculating a coefficient of a K-order empirical orthogonal function according to the temperature profile data of the selected depth values in combination with the average temperature profile and the empirical orthogonal function; according to the coefficient of the K-order empirical orthogonal function, reconstructing the temperature profile data in the historical data set by combining the empirical orthogonal function, and selecting an optimal drag measurement depth value according to a mean root mean square error minimum principle; dragging measurement is carried out on the measuring line of the optimal dragging measurement depth value, and a temperature profile measurement value of the depth value is obtained; and obtaining temperature profile space distribution by combining a temperature profile measurement value with an empirical orthogonal function. According to the method, used equipment is simple, the measurement cost is low, and the space measurement efficiency is high.

Description

technical field [0001] The invention relates to the field of hydroacoustic physics, in particular to a method and system for reconstructing a seawater space temperature profile. Background technique [0002] A large number of multi-scale dynamic processes in the ocean will cause uneven distribution of seawater parameters in time and space, and the resulting uncertainty in the marine environment is important for underwater sound field research, sonar performance, target positioning, and communication and navigation. Therefore, capturing the uncertainty of marine environmental profiles has become a hot topic in hydroacoustics research. The dynamic process in the ocean mainly depends on the distribution of the speed of sound in the sea and affects the propagation of sound energy. Among the three parameters of temperature, salinity and depth that determine the speed of sound in the sea, the most uncertain marine environmental parameter is the temperature in the sea. Therefore, ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/20G01K13/00G06F17/16G06F17/15G06F119/08
CPCG06F30/20G01K13/00G06F17/16G06F17/15G06F2119/08
Inventor 王臻王文博胡涛郭圣明马力
Owner INST OF ACOUSTICS CHINESE ACAD OF SCI
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