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Method for calculating visibility in fog by utilizing spectrum type of fog drop spectrum and liquid water content

A technology of liquid water content and visibility, which is applied in the field of meteorology, can solve the problems of poor visibility forecast accuracy and failure to consider the influence of visibility, and achieve the effect of reducing forecast errors

Active Publication Date: 2020-12-11
OCEAN UNIV OF CHINA +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is under the situation of known liquid water content, provide a kind of method that utilizes the spectrum type of droplet spectrum and liquid water content to calculate the visibility in the mist, to overcome the poor visibility forecast accuracy in the prior art (visibility is only As a function of liquid water content or visibility as a function of both liquid water content and number concentration, without considering the influence of different droplet spectrum patterns on visibility in different regions)

Method used

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  • Method for calculating visibility in fog by utilizing spectrum type of fog drop spectrum and liquid water content
  • Method for calculating visibility in fog by utilizing spectrum type of fog drop spectrum and liquid water content
  • Method for calculating visibility in fog by utilizing spectrum type of fog drop spectrum and liquid water content

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Embodiment

[0076] The method for calculating the visibility in fog by using the spectral type of the droplet spectrum and the liquid water content includes the following steps, such as figure 1 :

[0077] 1) Using the existing visibility observation data and fog droplet spectrum observation data (such as the observation data in Qingdao area), taking the visibility less than 1 km as the standard, to obtain the droplet spectrum observation data during the fog occurrence period, and calculate the average fog droplet spectrum (fog The drop number concentration changes with the droplet radius, such as the mean function in Matlab can be used); then the average droplet spectrum is normalized to obtain the normalized average droplet spectrum pattern (such as figure 1 As shown, spectral types such as Junge, Deirmendian, and Gamma can be obtained through the Cftool fitting toolbox in Matlab), and then use the spectral type of the average droplet spectrum to obtain the normalized droplets correspon...

example 1

[0081] Example 1. Calculation of the visibility of the droplet spectrum of a monodisperse system (assuming that all droplets have the same droplet radius) at a certain moment.

[0082] The introduction is as follows: The measured droplet radius is r=0.2μm, the refractive index m=1.50, and the droplet number concentration is 500cm -3 , then for light with a wavelength λ of 550nm, the corresponding scale parameter α=2πr / λ is 2.28, and the scattering efficiency factor Q can be obtained as 2.19. According to the formula of extinction coefficient:

[0083]

[0084] where r i is the droplet radius, N i is the droplet number concentration, Q i is the scattering efficiency factor, so the extinction coefficient in fog is:

[0085] beta SC =π×(0.2) 2 ×500×2.19×10 -8 cm -1 =1.38×10 -6 cm -1 =0.138km -1

[0086] Thus the atmospheric visibility is Vis=3.912 / 0.138=28km. This corresponds to the meteorological line-of-sight when it is very clean.

example 2

[0087] Example 2, a polydisperse system at a certain moment (take the current common droplet spectrometer as an example, such as FM120, which can observe the droplet spectrum data of 30 continuous spectral segments, such as the spectral segments in Table 1, each spectrum segment corresponds to a droplet radius) for the calculation of the visibility of the droplet spectrum.

[0088] The introduction is as follows:

[0089] The first step is to use the mean function in Matlab to obtain the spectrum type of the average droplet spectrum according to the existing droplet spectrum observation data, and then normalize the average droplet spectrum to obtain the normalized average droplet spectrum spectral type. Then according to the number concentration calculation formula and liquid water content calculation formula:

[0090]

[0091]

[0092]

[0093] The radii corresponding to the 30 droplet spectral segments and the corresponding normalized number concentrations and liq...

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Abstract

The invention discloses a method for calculating the visibility in fog by utilizing the spectrum type of a fog drop spectrum and the liquid water content. The method comprises the following steps of:obtaining the liquid water content in fog through numerical simulation or satellite remote sensing; obtaining a normalized average fog drop spectrum type by utilizing visibility observation and fog drop spectrum observation data; calculating liquid water contents corresponding to fog drops with different radiuses by utilizing the number concentration in the normalized average fog drop spectrum type, calculating different water content proportions corresponding to different radiuses, and calculating the number concentration of the fog drops with different radiuses; and calculating the extinction coefficients corresponding to different fog drop radiuses according to the Mie scattering theory, and then calculating the corresponding forecast visibility according to the Koschmider law. According to the method, the influence of the fog drop spectrum type on visibility prediction is comprehensively considered, a more accurate visibility value is obtained on the basis of the average fog drop spectrum type characteristics, obtained on the basis of a fog drop spectrometer, of a corresponding region, and compared with a previous method for calculating the visibility only through the liquid water content or the number concentration, the visibility prediction error can be effectively reduced.

Description

technical field [0001] The invention relates to a method for calculating visibility in fog by using the spectrum type of fog droplet spectrum and liquid water content, belonging to the technical field of meteorology. Background technique [0002] The occurrence of fog will greatly reduce visibility, affect transportation, port operations, fishing and other activities, and endanger people's property safety and life safety. Existing weather forecast numerical models and satellite remote sensing have methods to obtain the liquid water content in the fog, and then calculate the visibility in the fog. [0003] The basis for calculating visibility is to use the Mie scattering theory to obtain the extinction coefficients of all the droplet spectral segments and sum them up, that is, the total atmospheric extinction coefficient, and then convert the total atmospheric extinction coefficient into visibility by Koschmieder's law. Most of the existing weather forecasting numerical mode...

Claims

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Application Information

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IPC IPC(8): G01N21/53G01N15/06
CPCG01N21/538G01N15/06G01N15/075
Inventor 衣立王胜凯时晓曚张苏平刘一林王晓宇李顺
Owner OCEAN UNIV OF CHINA