CN103901505B - A method and device for detecting cloud top height based on wet bulb effect - Google Patents
A method and device for detecting cloud top height based on wet bulb effect Download PDFInfo
- Publication number
- CN103901505B CN103901505B CN201410088025.1A CN201410088025A CN103901505B CN 103901505 B CN103901505 B CN 103901505B CN 201410088025 A CN201410088025 A CN 201410088025A CN 103901505 B CN103901505 B CN 103901505B
- Authority
- CN
- China
- Prior art keywords
- temperature
- temperature element
- difference
- wet bulb
- cloud
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
- 230000000694 effects Effects 0.000 title claims abstract description 70
- 238000000034 method Methods 0.000 title claims abstract description 31
- 238000001514 detection method Methods 0.000 claims abstract description 16
- 238000012790 confirmation Methods 0.000 claims description 13
- 238000012545 processing Methods 0.000 claims description 9
- 230000001932 seasonal effect Effects 0.000 claims description 6
- 238000004364 calculation method Methods 0.000 claims description 3
- 230000008569 process Effects 0.000 abstract description 13
- 238000011160 research Methods 0.000 abstract description 3
- 238000000576 coating method Methods 0.000 description 21
- 239000011248 coating agent Substances 0.000 description 20
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 12
- 238000005259 measurement Methods 0.000 description 8
- 238000010586 diagram Methods 0.000 description 5
- 238000001704 evaporation Methods 0.000 description 5
- 230000008020 evaporation Effects 0.000 description 5
- 230000008901 benefit Effects 0.000 description 4
- 238000009529 body temperature measurement Methods 0.000 description 4
- 230000008859 change Effects 0.000 description 4
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000001556 precipitation Methods 0.000 description 3
- 230000015572 biosynthetic process Effects 0.000 description 2
- QSHDDOUJBYECFT-UHFFFAOYSA-N mercury Chemical compound [Hg] QSHDDOUJBYECFT-UHFFFAOYSA-N 0.000 description 2
- 229910052753 mercury Inorganic materials 0.000 description 2
- 238000005070 sampling Methods 0.000 description 2
- 238000012546 transfer Methods 0.000 description 2
- 238000011282 treatment Methods 0.000 description 2
- 238000010521 absorption reaction Methods 0.000 description 1
- 238000004458 analytical method Methods 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000009833 condensation Methods 0.000 description 1
- 230000005494 condensation Effects 0.000 description 1
- 238000007796 conventional method Methods 0.000 description 1
- 238000001816 cooling Methods 0.000 description 1
- 239000013078 crystal Substances 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000000691 measurement method Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 239000003973 paint Substances 0.000 description 1
- 239000002245 particle Substances 0.000 description 1
- 230000035515 penetration Effects 0.000 description 1
- 230000005855 radiation Effects 0.000 description 1
- 230000035945 sensitivity Effects 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 238000000859 sublimation Methods 0.000 description 1
- 230000008022 sublimation Effects 0.000 description 1
- 230000003746 surface roughness Effects 0.000 description 1
Landscapes
- Investigating Or Analyzing Materials Using Thermal Means (AREA)
Abstract
本发明提供一种基于湿球效应的云顶高度探测方法及装置,探测方法包括:升起探空仪,使探空仪向上穿越云层;通过设置在所述探空仪上的第一温度元件和第二温度元件采集温度数据,所述第一温度元件为表面不吸湿的温度元件,所述第二温度元件为表面吸湿的温度元件;根据所述温度数据确认产生湿球效应的时间点,将所述产生湿球效应的时间点的所述探空仪的高度记录为云顶高度。本发明能够利用穿云过程中无线探空仪获取的数据自动判别云顶高度,为云高判定研究提供了新方法与新途径。
The invention provides a cloud top height detection method and device based on the wet bulb effect. The detection method includes: raising the radiosonde to make the radiosonde pass through the cloud layer upward; through the first temperature element and the The second temperature element collects temperature data, the first temperature element is a temperature element that does not absorb moisture on the surface, and the second temperature element is a temperature element that absorbs moisture on the surface; according to the temperature data to confirm the time point when the wet bulb effect occurs, the The height of the radiosonde at the time point when the wet bulb effect occurs is recorded as the cloud top height. The invention can automatically judge the cloud top height by using the data obtained by the wireless radiosonde in the process of passing through the clouds, and provides a new method and a new way for the cloud height judgment research.
Description
技术领域technical field
本发明涉及气象探测领域,尤其涉及一种基于湿球效应的云顶高度探测方法及装置。The invention relates to the field of meteorological detection, in particular to a method and device for detecting cloud top height based on wet bulb effect.
背景技术Background technique
云是漂浮于大气中的小水滴或冰晶微粒的可见聚合体,是水汽在空气中的凝结(或凝华)现象。在天气系统发展、降水形成和大气辐射传输等物理过程中,云都扮演着极其重要的角色,所以对云的各种参数的测量非常重要。而云高作为重要的云宏观物理特征参数,对空气质量、日照率、大气辐射传输、边界层湍流以及飞行安全都有着重要的影响,也是气候诊断分析中的重要因子。Clouds are visible aggregates of small water droplets or ice crystal particles floating in the atmosphere, and are the condensation (or sublimation) of water vapor in the air. Clouds play an extremely important role in physical processes such as the development of weather systems, precipitation formation, and atmospheric radiative transfer, so the measurement of various parameters of clouds is very important. Cloud height, as an important macroscopic physical characteristic parameter of clouds, has an important impact on air quality, sunshine rate, atmospheric radiation transfer, boundary layer turbulence and flight safety, and is also an important factor in climate diagnostic analysis.
云高信息一般包括对云底高度和云顶高度的测量数据。地基测量云底高度的仪器和方式有很多,例如云幕气球,其通过气球从地面升至云底所经历的时间来测量云底高度;再例如云幕灯和旋转光束云高仪,其测距原理是利用已知数据根据直角三角形的边角关系得到天顶方向的云底高度;再例如激光雷达或激光云高仪,其采用激光垂直向上观测,接收在云的边界处产生的后向散射信号,通过分析激光回波的变化,判别云底位置;此外,中国科学院大气物理研究所研制的云观测设备采用红外辐射计对全天空进行扫描得到云底亮温,进而反演得到云底高度。除了以上介绍的几种测量方式外,还有一种比较精确的直接观测手段,就是通过飞机进行直接观测,但是成本太高,难以提供长期连续的云边界信息。Cloud height information generally includes measurement data of cloud base height and cloud top height. There are many instruments and methods for ground-based measurement of cloud base height, such as cloud curtain balloons, which measure the height of cloud base through the time it takes for the balloon to rise from the ground to the cloud base; another example is cloud curtain lights and rotating beam ceilometers, which measure The distance principle is to use the known data to obtain the height of the cloud base in the direction of the zenith according to the relationship between the sides and angles of a right-angled triangle; another example is the laser radar or laser ceilometer, which uses the laser to observe vertically upwards and receives the backward direction generated at the boundary of the cloud. Scattering signals, by analyzing the changes in the laser echo, determine the position of the cloud base; in addition, the cloud observation equipment developed by the Institute of Atmospheric Physics of the Chinese Academy of Sciences uses an infrared radiometer to scan the entire sky to obtain the brightness temperature of the cloud base, and then inverts to obtain the cloud base high. In addition to the several measurement methods introduced above, there is another more accurate direct observation method, that is, direct observation by aircraft, but the cost is too high to provide long-term continuous cloud boundary information.
对于云顶的测量,目前主要通过卫星遥感,根据其亮温值来反演云顶高度,由于云的光学遮挡,在夜晚或有高、中云覆盖的情况下,中、低云层难以得到准确结果;另一种测量云顶的方式是通过毫米波测云雷达,其有较宽的多普勒带宽,方向性好,受地面杂波影响较小,能穿透较厚的低云,并能探测到相当大部分的中、高层云,通过反演获得相应的云顶、底高度,其最主要的问题就是降水对电磁波的衰减严重,因而主要用来探测未形成降水的云层高度、厚度。由于目前的探测设备各自的一些不足,因此这些设备在业务上还未能得到广泛的应用。For the measurement of cloud tops, at present, satellite remote sensing is mainly used to invert the height of cloud tops according to their brightness temperature values. Due to the optical occlusion of clouds, it is difficult to obtain accurate results for medium and low cloud layers at night or when there are high and medium cloud coverage; Another way to measure cloud tops is through millimeter-wave cloud radar, which has a wide Doppler bandwidth, good directivity, is less affected by ground clutter, can penetrate thicker low clouds, and can detect Most of the middle and high altitude clouds obtain the corresponding cloud top and bottom heights through inversion. The main problem is that precipitation attenuates the electromagnetic waves seriously, so it is mainly used to detect the height and thickness of clouds that do not form precipitation. Due to some deficiencies of the current detecting devices, these devices have not yet been widely used in business.
此外,作为常规气象观测手段,无线电探空仪被广泛地应用于大气参数的获取,其测量的温度、相对湿度和气压的垂直分布资料是研究大气热力学和动力学过程的基础数据。近年来我国探空技术发展迅速,无线电探空仪探测系统(包括温度、气压、湿度感应元件,探空数据处理软件)也已经更新换代,数据采样率由分钟级提高到秒级,对应的采样点高度间隔由50米量级提高到10米量级,能够得到探空仪上升路径中更多的温、湿度变化细节。因此,随着高空气象观测自动化程度的提高,从常规探空资料中获取的气象信息(特别是云高信息),能够为数值预报、大气遥感、云雾物理、人工影响天气等的研究提供更多的重要科学依据。无线电探空仪在上升过程中可以穿过云层,从理论来讲可以根据探空资料中相对湿度廓线的变化分析出云的垂直分布(包括云顶、云底高度,云层厚度,以及多层云的垂直分布)。鉴于利用常规探空资料中湿度的变化进行云高判识的可行性,国内外研究人员不断探索利用探空资料判定云顶和云底高度的方法。但是目前探空仪湿度元件的测量误差还比较大,在云层中实际测得的相对湿度有的超过100%,有的还不到95%,如果用相对湿度100%或95%等具体数值来判断是否有云层存在,其结果必然会出现一定数量的误判。另外在高空中,湿度并不是形成云的唯一条件,在相对湿度达到90%以上时,若其它条件不满足,也可能没有形成云。因此,仅仅依靠探空仪测得的相对湿度来进行云层判断还存在较大的误差。In addition, as a conventional meteorological observation method, radiosondes are widely used to obtain atmospheric parameters, and the vertical distribution data of temperature, relative humidity and air pressure measured by them are the basic data for studying atmospheric thermodynamics and dynamics processes. In recent years, my country's sounding technology has developed rapidly, and the radiosonde detection system (including temperature, air pressure, humidity sensing elements, and sounding data processing software) has also been updated. The data sampling rate has been increased from minutes to seconds. The corresponding sampling The point height interval is increased from 50 meters to 10 meters, and more details of temperature and humidity changes in the ascent path of the radiosonde can be obtained. Therefore, with the improvement of the automation of upper-air meteorological observation, the meteorological information (especially cloud height information) obtained from conventional sounding data can provide more information for the research of numerical forecast, atmospheric remote sensing, cloud and fog physics, artificial weather modification, etc. important scientific basis. The radiosonde can pass through the cloud layer during the ascent process. Theoretically, the vertical distribution of the cloud (including cloud top, cloud base height, cloud layer thickness, and multilayer cloud vertical distribution). In view of the feasibility of judging cloud heights by using humidity changes in conventional sounding data, researchers at home and abroad have been exploring ways to use sounding data to determine cloud top and cloud base heights. However, at present, the measurement error of the humidity element of the airsonde is still relatively large. The relative humidity actually measured in the cloud layer exceeds 100%, and some is less than 95%. If the relative humidity is 100% or 95% and other specific values Judging whether there is a cloud layer will inevitably result in a certain amount of misjudgment. In addition, in high altitudes, humidity is not the only condition for cloud formation. When the relative humidity exceeds 90%, if other conditions are not met, clouds may not form. Therefore, there is still a large error in judging cloud cover only based on the relative humidity measured by radiosondes.
发明内容Contents of the invention
本发明的目的是要提供一种基于湿球效应的云顶高度探测方法及装置,能够利用穿云过程中无线探空仪获取的数据自动判别云顶高度。The purpose of the present invention is to provide a cloud top height detection method and device based on the wet bulb effect, which can automatically determine the cloud top height by using the data obtained by the wireless radiosonde during the cloud penetration process.
本发明一个进一步的目的是要为云高判定研究提供新方法与新途径。A further purpose of the present invention is to provide new method and new approach for cloud height determination research.
为了实现上述目的,本发明提供了一种基于湿球效应的云顶高度探测方法,包括:In order to achieve the above object, the present invention provides a method for detecting cloud top height based on wet bulb effect, comprising:
升起探空仪,使探空仪向上穿越云层;Raise the radiosonde so that it passes upwards through the clouds;
通过设置在所述探空仪上的第一温度元件和第二温度元件采集温度数据,所述第一温度元件为表面不吸湿的温度元件,所述第二温度元件为表面吸湿的温度元件;Acquiring temperature data through a first temperature element and a second temperature element arranged on the radiosonde, the first temperature element is a temperature element that does not absorb moisture on the surface, and the second temperature element is a temperature element that absorbs moisture on the surface;
根据所述温度数据确认产生湿球效应的时间点,将所述产生湿球效应的时间点的所述探空仪的高度记录为云顶高度。The time point at which the wet bulb effect occurs is confirmed according to the temperature data, and the height of the radiosonde at the time point at which the wet bulb effect occurs is recorded as the cloud top height.
可选的,上述的云顶高度探测方法中,根据所述温度数据确认产生湿球效应的时间点的步骤具体包括:Optionally, in the above method for detecting cloud top height, the step of confirming the time point when the wet bulb effect is generated according to the temperature data specifically includes:
获取同一时刻的所述第一温度元件采集的第一温度值与所述第二温度元件采集的第二温度值,计算所述第一温度值与所述第二温度值的差值,记录出现差值时对应的差值起始时刻和差值达到预定门限值时对应的差值确认时刻;Obtain the first temperature value collected by the first temperature element and the second temperature value collected by the second temperature element at the same time, calculate the difference between the first temperature value and the second temperature value, and record the occurrence The difference start time corresponding to the difference and the difference confirmation time corresponding to the difference reaching the predetermined threshold;
根据所述第一温度元件采集的温度廓线、所述第二温度元件采集的温度廓线和所述差值确认时刻确定湿球效应区域,如果所述差值起始时刻为所述湿球效应区域的起始点,则确认所述差值起始时刻为所述产生湿球效应的时间点。Determine the wet bulb effect area according to the temperature profile collected by the first temperature element, the temperature profile collected by the second temperature element, and the confirmation time of the difference, if the initial time of the difference is the wet bulb If the starting point of the effect area is determined, it is confirmed that the starting time of the difference is the time point when the wet bulb effect is generated.
可选的,上述的云顶高度探测方法中,还包括:Optionally, in the above-mentioned cloud top height detection method, also include:
根据季节参数和地理位置参数调整所述预定门限值。The predetermined threshold value is adjusted according to the seasonal parameter and the geographic location parameter.
可选的,上述的云顶高度探测方法中,所述预定门限值的范围为0.5至4摄氏度。Optionally, in the above cloud top height detection method, the range of the predetermined threshold is 0.5 to 4 degrees Celsius.
本发明还提供一种基于湿球效应的云顶高度探测装置,包括:The present invention also provides a cloud top height detection device based on the wet bulb effect, comprising:
探空仪,用于向上穿越云层;radiosondes, used to travel upwards through clouds;
第一温度元件,为表面不吸湿的温度元件,设置在所述探空仪上;The first temperature element is a temperature element whose surface does not absorb moisture, and is arranged on the radiosonde;
第二温度元件,为表面吸湿的温度元件,设置在所述探空仪上;The second temperature element is a temperature element that absorbs moisture on the surface, and is arranged on the radiosonde;
处理单元,用于:根据所述第一温度元件和所述第二温度元件采集的温度数据确认产生湿球效应的时间点,将所述产生湿球效应的时间点的所述探空仪的高度记录为云顶高度。The processing unit is configured to: confirm the time point at which the wet bulb effect occurs according to the temperature data collected by the first temperature element and the second temperature element, and convert the time point of the radiosonde at the time point at which the wet bulb effect occurs Heights are recorded as cloud top heights.
可选的,上述的云顶高度探测装置中,所述处理单元包括:Optionally, in the above-mentioned cloud top height detection device, the processing unit includes:
计算单元,用于:获取同一时刻的所述第一温度元件采集的第一温度值与所述第二温度元件采集的第二温度值,计算所述第一温度值与所述第二温度值的差值,记录出现差值时对应的差值起始时刻和差值达到预定门限值时对应的差值确认时刻;A calculation unit, configured to: acquire the first temperature value collected by the first temperature element and the second temperature value collected by the second temperature element at the same time, and calculate the first temperature value and the second temperature value Record the corresponding difference start time when the difference occurs and the corresponding difference confirmation time when the difference reaches the predetermined threshold value;
识别确认单元,用于:根据所述第一温度元件采集的温度廓线、所述第二温度元件采集的温度廓线和所述差值确认时刻确定湿球效应区域,如果所述差值起始时刻为所述湿球效应区域的起始点,则确认所述差值起始时刻为所述产生湿球效应的时间点。The identifying and confirming unit is configured to: determine the wet bulb effect area according to the temperature profile collected by the first temperature element, the temperature profile collected by the second temperature element, and the confirmation time of the difference, if the difference starts If the starting time is the starting point of the wet bulb effect area, then it is confirmed that the starting time of the difference is the time point when the wet bulb effect is generated.
可选的,上述的云顶高度探测装置中,所述处理单元还包括:Optionally, in the above-mentioned cloud top height detection device, the processing unit also includes:
调整单元,用于:根据季节参数和地理位置参数调整所述预定门限值。The adjustment unit is configured to: adjust the predetermined threshold according to the seasonal parameter and the geographic location parameter.
可选的,上述的云顶高度探测装置中,所述预定门限值的范围为0.5至4摄氏度。Optionally, in the above-mentioned cloud top height detecting device, the range of the predetermined threshold is 0.5 to 4 degrees Celsius.
可选的,上述的云顶高度探测装置中,所述温度元件为珠状表面镀铝温度传感器。Optionally, in the above-mentioned cloud top height detection device, the temperature element is a bead-shaped aluminum-plated temperature sensor.
本发明实施例具有以下技术效果:Embodiments of the present invention have the following technical effects:
1)本发明实施例中,通过表面不吸湿的温度元件与表面吸湿的温度元件进行探空仪云间温度测量,在到达云顶时,因为空气中湿度变化,两个温度元件的计量结果将因为“湿球效应”产生明显差值,根据出现这种差值的起始时刻可以准确判断到达云顶的时刻,从而根据到达云顶时刻的探空仪高度来获得云顶高度。简单易行,资料获取方便1) In the embodiment of the present invention, the inter-cloud temperature measurement of the radiosonde is carried out through the temperature element whose surface does not absorb moisture and the temperature element whose surface absorbs moisture. The "wet bulb effect" produces an obvious difference. According to the initial moment of this difference, the moment of reaching the cloud top can be accurately judged, so that the height of the cloud top can be obtained according to the height of the radiosonde at the moment of reaching the cloud top. Simple and easy to use, easy to obtain information
2)本发明实施例能够通过探空资料相对湿度和温度上升曲线特征以及云物理特性,获取可靠的云顶高度数据,丰富探空资料的信息,特别是丰富关于云的相关信息,为气象业务中云高的自动观测提供了一种新的思路和解决方案。2) The embodiment of the present invention can obtain reliable cloud top height data and enrich the information of the sounding data, especially the relevant information about clouds, through the characteristics of the relative humidity and temperature rise curve of the sounding data and the physical characteristics of the cloud, which is a great contribution to the meteorological business. The automatic observation of cloud height provides a new idea and solution.
3)探空数据是最基本、最广泛的气象观测资料之一,应用本发明实施例能够整体地丰富探空资料的信息,提高探空资料的价值,社会效益显著。3) Sounding data is one of the most basic and extensive meteorological observation data, the application of the embodiment of the present invention can enrich the information of the sounding data as a whole, improve the value of the sounding data, and have remarkable social benefits.
附图说明Description of drawings
后文将参照附图以示例性而非限制性的方式详细描述本发明的一些具体实施例。附图中相同的附图标记标示了相同或类似的部件或部分。本领域技术人员应该理解,这些附图未必是按比例绘制的。附图中:Hereinafter, some specific embodiments of the present invention will be described in detail by way of illustration and not limitation with reference to the accompanying drawings. The same reference numerals in the drawings designate the same or similar parts or parts. Those skilled in the art will appreciate that the drawings are not necessarily drawn to scale. In the attached picture:
图1为本发明方法实施例的步骤流程图;Fig. 1 is the flow chart of the steps of the method embodiment of the present invention;
图2为本发明另一方法实施例的探空过程的温湿度曲线图;Fig. 2 is the temperature and humidity curve diagram of the sounding process of another method embodiment of the present invention;
图3为本发明装置实施例的结构图。Fig. 3 is a structural diagram of an embodiment of the device of the present invention.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合附图对具体实施例进行详细描述。In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, specific embodiments will be described in detail below with reference to the accompanying drawings.
图1为本发明方法实施例的步骤流程图,如图1所示,本发明实施例提供一种基于湿球效应的云顶高度探测方法,包括:Fig. 1 is the step flowchart of the method embodiment of the present invention, as shown in Fig. 1, the embodiment of the present invention provides a kind of cloud top height detection method based on wet bulb effect, comprising:
步骤110,升起探空仪,使探空仪向上穿越云层;Step 110, raising the radiosonde so that the radiosonde passes through the cloud layer upwards;
步骤120,通过设置在所述探空仪上的第一温度元件和第二温度元件采集温度数据,所述第一温度元件为表面不吸湿的温度计元件,所述第二温度元件为表面吸湿的温度计元件;Step 120, collect temperature data through the first temperature element and the second temperature element arranged on the radiosonde, the first temperature element is a thermometer element with a non-hygroscopic surface, and the second temperature element is a hygroscopic surface element thermometer element;
步骤130,根据所述温度数据确认产生湿球效应的时间点,将所述产生湿球效应的时间点的所述探空仪的高度记录为云顶高度。Step 130, confirm the time point when the wet bulb effect occurs according to the temperature data, and record the height of the radiosonde at the time point when the wet bulb effect occurs as the cloud top height.
其中,湿球效应通常是指水份蒸发过程中的制冷效应,地面观测干湿温度计就是应用这一原理测量空气湿度。干湿温度计由两个一样的温度表组成,一个水银球置于空气中,即干球;另一个水银球包着纱布,纱布的延长端浸在水中,即湿球。由于水份蒸发会带走热量,湿球温度表显示的温度就比干球温度表低,这就是“湿球效应”。由于水的蒸发量跟空气的湿度有关,空气湿度越大蒸发量越小,带走的热量越少,干湿球温度差异越小;空气湿度越小蒸发量越大,带走的热量也越大,干湿球温差也就越大。所以可以通过干湿球温差的变化规律来反映当前空气湿度状况。Among them, the wet bulb effect usually refers to the cooling effect in the process of water evaporation, and the ground-observing dry-humidity thermometer uses this principle to measure air humidity. The wet and dry thermometer consists of two identical thermometers, one mercury ball is placed in the air, that is, the dry bulb; the other mercury ball is wrapped in gauze, and the extended end of the gauze is immersed in water, that is, the wet bulb. Since the evaporation of water will take away heat, the temperature displayed by the wet bulb thermometer is lower than that of the dry bulb thermometer. This is the "wet bulb effect". Since the evaporation of water is related to the humidity of the air, the greater the air humidity, the smaller the evaporation, the less heat will be taken away, and the smaller the difference in temperature between dry and wet bulbs; the lower the air humidity, the greater the evaporation, and the more heat will be taken away. The larger the temperature difference between the dry and wet bulbs, the greater the temperature difference. Therefore, the change law of the temperature difference between dry and wet bulbs can be used to reflect the current air humidity conditions.
因此,本发明实施例中,通过表面不吸湿的温度元件/传感器与表面吸湿的温度元件/传感器进行探空仪云间温度测量,在探空仪穿过云顶后,因为空气中相对湿度突然变小,两个温度元件/传感器的计量结果将因为“湿球效应”产生明显差值,根据这种差值的幅度以及出现“湿球效应”的起始时刻可以准确掌握到达云顶的时刻,从而根据到达云顶时刻的探空仪高度来获得云顶高度。Therefore, in the embodiment of the present invention, the inter-cloud temperature measurement of the radiosonde is carried out through the temperature element/sensor with a non-hygroscopic surface and the temperature element/sensor with a hygroscopic surface. After the radiosonde passes through the cloud top, because the relative humidity in the air suddenly changes Small, the measurement results of the two temperature elements/sensors will have an obvious difference due to the "wet bulb effect". The height of the cloud top is obtained according to the height of the radiosonde at the moment of reaching the cloud top.
可见,本发明实施例能够可靠地获取云顶高度,简单易行,资料获取方便,为气象业务中云高的自动观测提供了一种全新的解决思路和解决方案。It can be seen that the embodiment of the present invention can reliably obtain cloud top heights, is simple and easy to obtain data, and provides a new solution idea and solution for automatic observation of cloud heights in meteorological operations.
在本发明的一个实施例中,根据所述温度数据确认产生湿球效应的时间点的步骤具体包括:In one embodiment of the present invention, the step of confirming the time point when the wet bulb effect occurs according to the temperature data specifically includes:
获取同一时刻的所述第一温度元件采集的第一温度值与所述第二温度元件采集的第二温度值,计算所述第一温度值与所述第二温度值的差值,记录出现差值时对应的差值起始时刻和差值达到预定门限值时对应的差值确认时刻;Obtain the first temperature value collected by the first temperature element and the second temperature value collected by the second temperature element at the same time, calculate the difference between the first temperature value and the second temperature value, and record the occurrence The difference start time corresponding to the difference and the difference confirmation time corresponding to the difference reaching the predetermined threshold;
根据所述第一温度元件采集的温度廓线、所述第二温度元件采集的温度廓线和所述差值确认时刻确定湿球效应区域,如果所述差值起始时刻为所述湿球效应区域的起始点,则确认所述差值起始时刻为所述产生湿球效应的时间点。Determine the wet bulb effect area according to the temperature profile collected by the first temperature element, the temperature profile collected by the second temperature element, and the confirmation time of the difference, if the initial time of the difference is the wet bulb If the starting point of the effect area is determined, it is confirmed that the starting time of the difference is the time point when the wet bulb effect is generated.
当然,还可以采用简化的方法,不用确认湿球效应区域,只要所述差值确认时刻在所述差值起始时刻之后的预定时长内出现,就可以认为所述差值起始时刻为所述产生湿球效应的时间点。Of course, a simplified method can also be used, without confirming the wet bulb effect area, as long as the confirmation time of the difference occurs within a predetermined time period after the start time of the difference, it can be considered that the start time of the difference is all Describe the time point when the wet bulb effect occurs.
其中,湿球效应区域,是指在探空仪穿过云顶后,不吸湿的第一温度元件的温度廓线和吸湿的第二温度元件的温度廓线由重合到分离到再重合的过程,湿球效应区域如图2中矩形虚线框所标识。通过这种湿球效应区域的图形辨别,可以避免因为湿度传感器因结冰损坏造成相对湿度数据错误,从而引起常规的利用相对湿度值来判断云顶位置方法的误判,使得云顶位置的判断更加准确。Among them, the wet-bulb effect area refers to the process of the temperature profile of the non-hygroscopic first temperature element and the temperature profile of the hygroscopic second temperature element from coincidence to separation to re-coincidence after the radiosonde passes through the cloud top, The area of wet bulb effect is marked by the rectangle dotted line box in Figure 2. Through the graphic identification of the wet bulb effect area, the relative humidity data error caused by the damage of the humidity sensor due to icing can be avoided, thus causing misjudgment in the conventional method of judging the cloud top position by using the relative humidity value, making the judgment of the cloud top position more accurate .
在本发明的一个实施例中,第一温度元件的表面设置有防水涂层。通过设置防水涂层来使第一温度元件的表面不吸湿。而第一温度元件的表面可以不做处理,其就会受到湿度的影响,当然,为了增大对湿度的敏感程度,第一温度元件的表面可以设置吸湿材料,例如纱布,元件表面涂白漆,增加表面粗糙度提高吸湿效果之类的,以便增加比对效果。In one embodiment of the present invention, the surface of the first temperature element is provided with a waterproof coating. The surface of the first temperature element is made non-hygroscopic by providing a waterproof coating. And the surface of the first temperature element can not be treated, it will be affected by humidity, of course, in order to increase the sensitivity to humidity, the surface of the first temperature element can be provided with hygroscopic material, such as gauze, and the element surface is coated with white paint , increase the surface roughness to improve the moisture absorption effect and the like, so as to increase the contrast effect.
在本发明的一个实施例中,预定门限值的范围为0.5至4摄氏度。优选的,预定门限值选择为2摄氏度,因为两个温度计的温差达到2摄氏度,就足以排除因测量误差引起的误判可能,可以可靠的确定已经到达云顶。In one embodiment of the present invention, the predetermined threshold ranges from 0.5 to 4 degrees Celsius. Preferably, the predetermined threshold value is selected as 2 degrees Celsius, because the temperature difference between the two thermometers reaches 2 degrees Celsius, which is enough to eliminate the possibility of misjudgment caused by measurement errors, and it can be reliably determined that the cloud top has been reached.
需要指出的是,预定门限没有固定的值,这要视施放探空仪的季节,云顶的位置而定,因此,在本发明的一个实施例中,还包括:根据季节参数和地理位置参数调整所述预定门限值。It should be pointed out that there is no fixed value for the predetermined threshold, which depends on the season of releasing the radiosonde and the position of the cloud top. Therefore, in one embodiment of the present invention, it also includes: adjusting according to the seasonal parameters and geographic location parameters The predetermined threshold value.
这是因为:两个温度元件在出云顶后,由于湿球效应会产生温度差,这个预定门限要视施放探空仪的季节,云顶的位置而定,如图2中的个例就是上海夏季施放的个例,地面温度高,云顶高度低,所以湿球效应产生的温度差就比较大,如果冬季北方,地面温度就比较低,云顶高度处的温度差就比较小,有可能只有零点几度,所以温度差的幅值无法具体确定。This is because: after the two temperature elements leave the cloud top, there will be a temperature difference due to the wet bulb effect. This predetermined threshold depends on the season when the radiosonde is deployed and the position of the cloud top. The example in Figure 2 is Shanghai summer For example, the ground temperature is high and the cloud top height is low, so the temperature difference caused by the wet bulb effect is relatively large. If it is winter in the north, the ground temperature is relatively low, and the temperature difference at the cloud top height is relatively small, maybe only a few tenths degrees, so the magnitude of the temperature difference cannot be specifically determined.
例如,在2013年11月1日山西的一次施放记录中,穿云后,温度1(防水涂层)温度为-8.94℃,温度2(无防水涂层)温度为-9.7℃,两个温度差最大幅值为仅仅0.74℃。For example, in a release record in Shanxi on November 1, 2013, after passing through the clouds, temperature 1 (waterproof coating) was -8.94°C, temperature 2 (no waterproof coating) was -9.7°C, and the two temperatures The maximum magnitude of the difference is only 0.74°C.
图2为本发明另一方法实施例的探空过程的温湿度曲线图;由于未涂防水涂层的探空仪温度元件(第二温度元件),穿云过程中易收集水,在飞出云顶后,由于周围空气相对湿度突然降低引起水份蒸发,致使温度元件冷却,其测得的温度会出现突然比常规温度元件偏低的现象,本发明实施例利用该种现象来判别云顶高度。Fig. 2 is the temperature and humidity curve diagram of the sounding process of another method embodiment of the present invention; Due to the temperature element (second temperature element) of the sounding instrument not coated with waterproof coating, it is easy to collect water in the process of passing through the clouds, and it is easy to collect water when flying out. After the cloud top, due to the sudden decrease in the relative humidity of the surrounding air, water evaporates, causing the temperature element to cool down, and the temperature measured by it will suddenly be lower than that of the conventional temperature element. The embodiment of the present invention uses this phenomenon to judge the height of the cloud top.
如图2所示,为一次探空过程的温湿度曲线图,探空仪携带两种温度元件(已做防水涂层的第一温度元件和未做防水涂层的第二温度元件)。图中,左边方框内为探空仪测得的温度廓线,右边方框内为相对湿度廓线,温度廓线图上可以看到防水效果好的第一温度元件测得温度与未作防水的第二温度元件测得的温度在云顶位置处有明显的差异,即未作防水的温度元件测得的温度明显低于防水效果好的温度元件测得温度,然后二者温度再逐渐恢复一致(湿球效应区域如图2中矩形虚线框所标识)。As shown in Figure 2, it is a temperature and humidity curve during a radiosonde. The radiosonde carries two temperature elements (the first temperature element with waterproof coating and the second temperature element without waterproof coating). In the figure, the temperature profile measured by the radiosonde is in the left box, and the relative humidity profile is in the right box. On the temperature profile diagram, we can see the difference between the temperature measured by the first temperature element with a good waterproof effect and the temperature not made. The temperature measured by the waterproof second temperature element has obvious difference at the position of the cloud top, that is, the temperature measured by the non-waterproof temperature element is obviously lower than the temperature measured by the temperature element with good waterproof effect, and then the temperature of the two recovers gradually Consistent (the area of wet bulb effect is marked by the rectangle dotted box in Figure 2).
如图2所示:本次探空过程记录的云顶位置大概出现在探空仪施放后350秒的位置处,从左图探空温度曲线可以看到:不论温度元件是否做防水,探空仪施放后其携带的温度元件测得的温度都一致的呈下降的趋势,降至12.5℃,随后,带有防水涂层未受云中水滴影响的温度元件测得的温度从12.5℃上升至16℃左右,未作防水涂层的温度元件测得的温度明显低于防水效果好的温度元件测得温度,其温度持续降低,由12.5℃,降至10℃左右,随后再缓慢地回升,于25秒后与带有防水涂层的温度元件测得的温度廓线变化一致。明显看到,探空仪在出云的时候,不同防水处理的温度元件测得的温度差异明显,未作防水处理测得的温度会出现比常规的带有防水涂层的温度元件测得的温度偏低的现象,并在实际探空过程中,该现象出现的起始位置与云顶的位置一致,所以本发明实施例就基于此现象提出在常规气象业务探空仪上添加一个无防水涂层的温度元件来判别云顶的方法。As shown in Figure 2: the position of the cloud top recorded during the sounding process appeared approximately 350 seconds after the launch of the radiosonde. From the radiosonde temperature curve in the left figure, it can be seen that no matter whether the temperature element is waterproof or not, the radiosonde After the release, the temperature measured by the temperature element carried by it all showed a consistent downward trend, down to 12.5°C. Subsequently, the temperature measured by the temperature element with a waterproof coating that was not affected by the water droplets in the cloud rose from 12.5°C to 16°C. ℃, the temperature measured by the temperature element without waterproof coating is obviously lower than the temperature measured by the temperature element with good waterproof effect. After 25 seconds the change in temperature profile is consistent with that measured by a temperature element with a waterproof coating. It is obvious that when the radiosonde is out of the clouds, the temperature measured by the temperature elements with different waterproof treatments is significantly different. The temperature measured without waterproof treatment will be higher than that measured by the conventional temperature element with waterproof coating. The phenomenon of low temperature, and in the actual sounding process, the starting position of this phenomenon is consistent with the position of the cloud top, so the embodiment of the present invention proposes to add a non-waterproof coating on the conventional weather service radiosonde based on this phenomenon. A method to identify cloud tops by layer temperature element.
图3为本发明装置实施例的结构图。如图3所示,本发明实施例提供一种基于湿球效应的云顶高度探测装置,包括:Fig. 3 is a structural diagram of an embodiment of the device of the present invention. As shown in Figure 3, an embodiment of the present invention provides a cloud top height detection device based on the wet bulb effect, including:
探空仪210,用于向上穿越云层;a radiosonde 210 for upward travel through the clouds;
第一温度元件220,为表面不吸湿的温度元件,设置在所述探空仪上;The first temperature element 220 is a temperature element whose surface does not absorb moisture, and is arranged on the radiosonde;
第二温度元件230,为表面吸湿的温度元件,设置在所述探空仪上;The second temperature element 230 is a temperature element that absorbs moisture on the surface, and is arranged on the radiosonde;
处理单元240,用于:根据所述第一温度元件和所述第二温度元件采集的温度数据确认产生湿球效应的时间点,将所述产生湿球效应的时间点的所述探空仪的高度记录为云顶高度。The processing unit 240 is configured to: confirm the time point at which the wet bulb effect occurs according to the temperature data collected by the first temperature element and the second temperature element, and convert the radiosonde at the time point at which the wet bulb effect occurs The height of is recorded as the cloud top height.
在本发明的另一个装置实施例中,所述处理单元包括:In another device embodiment of the present invention, the processing unit includes:
计算单元,用于:获取同一时刻的所述第一温度元件采集的第一温度值与所述第二温度元件采集的第二温度值,计算所述第一温度值与所述第二温度值的差值,记录出现差值时对应的差值起始时刻和差值达到预定门限值时对应的差值确认时刻;A calculation unit, configured to: acquire the first temperature value collected by the first temperature element and the second temperature value collected by the second temperature element at the same time, and calculate the first temperature value and the second temperature value Record the corresponding difference start time when the difference occurs and the corresponding difference confirmation time when the difference reaches the predetermined threshold value;
识别确认单元,用于:根据所述第一温度元件采集的温度廓线、所述第二温度元件采集的温度廓线和所述差值确认时刻确定湿球效应区域,如果所述差值起始时刻为所述湿球效应区域的起始点,则确认所述差值起始时刻为所述产生湿球效应的时间点。The identifying and confirming unit is configured to: determine the wet bulb effect area according to the temperature profile collected by the first temperature element, the temperature profile collected by the second temperature element, and the confirmation time of the difference, if the difference starts If the starting time is the starting point of the wet bulb effect area, then it is confirmed that the starting time of the difference is the time point when the wet bulb effect is generated.
在本发明的另一个装置实施例中,所述处理单元还包括:调整单元,用于:根据季节参数和地理位置参数调整所述预定门限值。In another device embodiment of the present invention, the processing unit further includes: an adjusting unit, configured to: adjust the predetermined threshold according to a seasonal parameter and a geographic location parameter.
在本发明的另一个装置实施例中,第一温度元件的表面设置有防水涂层。所述预定门限值的范围为0.5至4摄氏度。所述温度元件为珠状表面镀铝温度传感器,当然也可以为任何能产生湿球效应的温度传感器。In another device embodiment of the present invention, the surface of the first temperature element is provided with a waterproof coating. The predetermined threshold ranges from 0.5 to 4 degrees Celsius. The temperature element is a bead-shaped aluminum-plated temperature sensor, of course, it can also be any temperature sensor that can produce a wet bulb effect.
在本发明的装置实施例中,可以采用气象业务上用的常规探空仪,包括气压传感器、湿度传感器以及带有防水涂层的温度传感器元件,以获得大气中的温、压、湿数据,温度元件加防水涂层是为了避免湿球效应,以测得准确的大气温度。本发明的装置实施例是在常规探空仪基础上添加一个无防水涂层的温度元件,在探空仪入云后,无防水涂层的温度元件表面会吸湿,当探空仪离开云层时,由于周围空气相对湿度突然降低引起水份蒸发,其温度会突然比常规(有防水涂层)温度元件偏低较多(偏低的幅度与云顶以上空气的相对湿度高低相关),然后又逐步接近常规温度元件。因此,当“湿球效应”出现时,探空仪经过的一定是云层的顶部位置。本发明装置实施例就是利用无防水涂层温度元件的“湿球效应”引起的温度测量值的特殊变化规律提出云顶高度判别的新装置。本发明实施例判别云顶的判据是无防水涂层温度元件与有防水涂层温度元件温度差的特殊变化过程,与探空仪探测到的云层的相对湿度究竟是多少无关,也就避免了常规判别方法的误差。由于“湿球效应”只在探空仪出云时才会出现,因此能够准确判断云顶高度。In the device embodiment of the present invention, conventional radiosondes used in meteorological operations can be used, including air pressure sensors, humidity sensors, and temperature sensor elements with waterproof coatings, to obtain temperature, pressure, and humidity data in the atmosphere, The temperature element is added with a waterproof coating to avoid the wet bulb effect and to measure the accurate atmospheric temperature. The device embodiment of the present invention is to add a temperature element without a waterproof coating on the basis of a conventional radiosonde. After the radiosonde enters the cloud, the surface of the temperature element without a waterproof coating will absorb moisture. When the radiosonde leaves the cloud layer , due to the sudden decrease in the relative humidity of the surrounding air causing water to evaporate, its temperature will suddenly be much lower than that of conventional (with waterproof coating) temperature elements (the lower range is related to the relative humidity of the air above the cloud top), and then gradually Close to conventional temperature elements. Therefore, when the "wet bulb effect" occurs, the radiosonde must pass the top position of the cloud layer. The embodiment of the device of the present invention is a new device for judging the height of the cloud top by using the special change law of the temperature measurement value caused by the "wet bulb effect" of the temperature element without waterproof coating. The criterion for discriminating the cloud top in the embodiment of the present invention is the special change process of the temperature difference between the temperature element without waterproof coating and the temperature element with waterproof coating, which has nothing to do with the relative humidity of the cloud layer detected by the radiosonde, which avoids The error of the conventional discriminant method. Since the "wet bulb effect" only occurs when the radiosonde is out of the cloud, it can accurately determine the height of the cloud top.
由上可知,本发明实施例具有以下优势:It can be seen from the above that the embodiments of the present invention have the following advantages:
1)本发明实施例中,通过表面不吸湿的温度元件/传感器与表面吸湿的温度元件/传感器进行探空仪云间温度测量,在到达云顶时,因为空气中湿度变化,两个温度计的计量结果将因为“湿球效应”产生明显差值,根据这种差值的幅度以及出现的起始时刻可以准确掌握到达云顶的时刻,从而根据到达云顶时刻的探空仪高度来获得云顶高度。简单易行,资料获取方便1) In the embodiment of the present invention, the inter-cloud temperature measurement of the radiosonde is carried out through the temperature element/sensor whose surface does not absorb moisture and the temperature element/sensor whose surface absorbs moisture. When reaching the top of the cloud, because the humidity in the air changes, the measurement of the two thermometers As a result, there will be an obvious difference due to the "wet bulb effect". According to the magnitude of this difference and the initial moment of appearance, the time of reaching the cloud top can be accurately grasped, and the height of the cloud top can be obtained according to the height of the radiosonde at the moment of reaching the cloud top. Simple and easy to use, easy to obtain information
2)本发明实施例能够通过探空资料相对湿度和温度上升曲线特征以及云物理特性,获取可靠的云顶高度数据,丰富探空资料的信息,特别是丰富关于云的相关信息,为气象业务中云高的自动观测提供了一种新的思路和解决方案。2) The embodiment of the present invention can obtain reliable cloud top height data and enrich the information of the sounding data, especially the relevant information about clouds, through the characteristics of the relative humidity and temperature rise curve of the sounding data and the physical characteristics of the cloud, which is a great contribution to the meteorological business. The automatic observation of cloud height provides a new idea and solution.
3)探空数据是最基本、最广泛的气象观测资料之一,应用本发明实施例能够整体地丰富探空资料的信息,提高探空资料的价值,社会效益显著。3) Sounding data is one of the most basic and extensive meteorological observation data, the application of the embodiment of the present invention can enrich the information of the sounding data as a whole, improve the value of the sounding data, and have remarkable social benefits.
至此,本领域技术人员应认识到,虽然本文已详尽示出和描述了本发明的多个示例性实施例,但是,在不脱离本发明精神和范围的情况下,仍可根据本发明公开的内容直接确定或推导出符合本发明原理的许多其他变型或修改。因此,本发明的范围应被理解和认定为覆盖了所有这些其他变型或修改。So far, those skilled in the art should appreciate that, although a number of exemplary embodiments of the present invention have been shown and described in detail herein, without departing from the spirit and scope of the present invention, the disclosed embodiments of the present invention can still be used. Many other variations or modifications consistent with the principles of the invention are directly identified or derived from the content. Accordingly, the scope of the present invention should be understood and deemed to cover all such other variations or modifications.
Claims (6)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410088025.1A CN103901505B (en) | 2014-03-11 | 2014-03-11 | A method and device for detecting cloud top height based on wet bulb effect |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410088025.1A CN103901505B (en) | 2014-03-11 | 2014-03-11 | A method and device for detecting cloud top height based on wet bulb effect |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103901505A CN103901505A (en) | 2014-07-02 |
CN103901505B true CN103901505B (en) | 2016-07-13 |
Family
ID=50992947
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410088025.1A Active CN103901505B (en) | 2014-03-11 | 2014-03-11 | A method and device for detecting cloud top height based on wet bulb effect |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103901505B (en) |
Families Citing this family (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN106291588A (en) * | 2016-08-04 | 2017-01-04 | 安徽省安光环境光学工程技术研究中心有限公司 | A kind of cloud layer signal automatic-identifying method based on finite state machine |
CN106772697B (en) * | 2016-11-21 | 2019-07-05 | 元江哈尼族彝族傣族自治县气象局 | Sea of clouds natural landscape forecasting procedure and system |
CN109490891B (en) * | 2018-11-23 | 2023-03-31 | 四川省气象探测数据中心 | Secondary cloud data acquisition method and device and cloud parameter computing equipment |
CN111366930A (en) * | 2020-03-09 | 2020-07-03 | 上海眼控科技股份有限公司 | Cloud top height verification method and device, computer equipment and storage medium |
CN111856620A (en) * | 2020-07-03 | 2020-10-30 | 上海眼控科技股份有限公司 | Method and equipment for determining cloud top height and cloud bottom height |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6035710A (en) * | 1999-05-28 | 2000-03-14 | Lockheed Martin Missiles & Space Co. | Cloud base height and weather characterization, visualization and prediction based on satellite meteorological observation |
CN101881842A (en) * | 2010-04-02 | 2010-11-10 | 刘文祥 | Network weather |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102183238A (en) * | 2011-02-28 | 2011-09-14 | 中南大学 | Portable device for measuring height of atmospheric mixing layer in real time |
US9429476B2 (en) * | 2011-06-03 | 2016-08-30 | Frederick S. Solheim | Correcting noncontact infrared thermometer data by removing contamination of the intervening atmosphere |
CN103472503B (en) * | 2013-07-24 | 2016-08-10 | 中国人民解放军理工大学 | Airsonde and INS-based upper-altitude wind detection method |
-
2014
- 2014-03-11 CN CN201410088025.1A patent/CN103901505B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US6035710A (en) * | 1999-05-28 | 2000-03-14 | Lockheed Martin Missiles & Space Co. | Cloud base height and weather characterization, visualization and prediction based on satellite meteorological observation |
CN101881842A (en) * | 2010-04-02 | 2010-11-10 | 刘文祥 | Network weather |
Non-Patent Citations (4)
Title |
---|
MODIS数据的云顶高度反演;林琳,黄思训,杜华栋;《地球信息科学》;20060630;第8卷(第2期);全文 * |
一种用来测量低层大气温湿结构的高精度探空仪;吴晓庆,曾宗泳,马成胜;《量子电子学报》;19990831;第16卷(第4期);第380页17-19行 * |
借用探空数据校对云高的分析;张玲,张小平,葛凡;《科技资讯》;20090103(第1期);第42页第2栏4-9行,第3栏7-11行、25-31行,图1和图2 * |
基于毫米波雷达、无线电掩盖星和探空仪资料的云边界高度对比研究;严卫,韩丁,赵现斌,周小珂;《地球物理学报》;20120731;第55卷(第7期);全文 * |
Also Published As
Publication number | Publication date |
---|---|
CN103901505A (en) | 2014-07-02 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103901505B (en) | A method and device for detecting cloud top height based on wet bulb effect | |
Drennan et al. | Turbulent fluxes in the hurricane boundary layer. Part II: Latent heat flux | |
CN108051872B (en) | Method and device for inverting water vapor phase change process in cloud based on foundation microwave radiometer | |
Cimini et al. | Forecast indices from a ground-based microwave radiometer for operational meteorology | |
Gultepe et al. | An overview of the MATERHORN fog project: observations and predictability | |
Hirsikko et al. | Observing wind, aerosol particles, cloud and precipitation: Finland's new ground-based remote-sensing network | |
Spirig et al. | Probing the fog life cycles in the Namib Desert | |
Ye et al. | The turbulent structure and transport in fog layers observed over the Tianjin area | |
Chen et al. | Detecting water vapor variability during heavy precipitation events in Hong Kong using the GPS tomographic technique | |
Tanimoto et al. | Observations of marine atmospheric boundary layer transitions across the summer Kuroshio Extension | |
KR101566381B1 (en) | Method and system for determine seeding line suitable for ground based verification network in cloud seeding experiment using aircraft | |
Chan et al. | Application of a ground-based, multi-channel microwave radiometer to the alerting of low-level windshear at an airport | |
Kalina et al. | The ice water paths of small and large ice species in Hurricanes Arthur (2014) and Irene (2011) | |
Wang et al. | Application of wind-profiling radar data to the analysis of dust weather in the Taklimakan Desert | |
Dexheimer et al. | Evaluation of ARM Tethered Balloon System instrumentation for supercooled liquid water and distributed temperature sensing in mixed-phase Arctic clouds | |
Furumoto et al. | Continuous observations of humidity profiles with the MU radar–RASS combined with GPS and radiosonde measurements | |
Tsuda et al. | Estimation of a humidity profile using turbulence echo characteristics | |
CN203811828U (en) | A device for detecting cloud top height based on wet bulb effect | |
CN109959970B (en) | A ground measurement method of thermal infrared atmospheric descending radiation in sky hemisphere | |
Iwasaki et al. | Characteristics of cirrus clouds in the tropical lower stratosphere | |
Rahn et al. | Airborne measurements of coastal jet transition around Point Conception, California | |
Blay-Carreras et al. | Lifted temperature minimum during the atmospheric evening transition | |
Mathew et al. | Pre-monsoon convective events and thermodynamic features of southwest monsoon onset over Kerala, India–A case study | |
KR102713934B1 (en) | System and method for verifying precipitation enhancement | |
Messager et al. | Marine atmospheric boundary layer over some Southern Ocean fronts during the IPY BGH 2008 cruise |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant |