CN102183238A - Portable device for measuring height of atmospheric mixing layer in real time - Google Patents
Portable device for measuring height of atmospheric mixing layer in real time Download PDFInfo
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Abstract
本发明公开了一种实时测量大气混合层高度的便携式装置,控制机箱安装在三角固定架上,控制机箱上竖直设置有T形的支撑架,风向风速传感器的风向检测部分和风速检测部分分别安装在支撑架的左右2个水平臂上,太阳辐射传感器固定在支撑架的竖直支杆的顶部;环境温湿度传感器、大气压力传感器和露点温度传感器安装在控制机箱外部伸出的支撑板上;太阳辐射传感器、风向风速传感器、环境温湿度传感器、大气压力传感器、露点温度传感器和时间信号发生器、数据存储器、按键和显示屏均与数字信号处理器相接。该实时测量大气混合层高度的便携式装置能简单、快捷、准确地计算大气混合层高度。The invention discloses a portable device for real-time measurement of the height of the atmospheric mixed layer. The control box is installed on a triangular fixed frame, and a T-shaped support frame is vertically arranged on the control box. The wind direction detection part and the wind speed detection part of the wind direction wind speed sensor are respectively Installed on the left and right horizontal arms of the support frame, the solar radiation sensor is fixed on the top of the vertical pole of the support frame; the ambient temperature and humidity sensor, atmospheric pressure sensor and dew point temperature sensor are installed on the support plate protruding from the outside of the control cabinet ; Solar radiation sensor, wind direction and wind speed sensor, ambient temperature and humidity sensor, atmospheric pressure sensor, dew point temperature sensor and time signal generator, data memory, keys and display screen are connected with digital signal processor. The portable device for real-time measuring the height of the mixed layer of the atmosphere can simply, quickly and accurately calculate the height of the mixed layer of the atmosphere.
Description
技术领域technical field
本发明涉及一种实时测量大气混合层高度的便携式装置。The invention relates to a portable device for measuring the height of the atmospheric mixed layer in real time.
背景技术Background technique
大气混合层不仅与人有直接而密切的关系,而且与地球上几乎所有生物都存在直接且密切的联系,因为地面和水面与大气间的所有交换过程(包括热量交换、能量交换和质量交换等)均在大气混合层内进行。此外,由于大气混合层内的空气是人们直接呼吸的气体,因此大气混合层的特性经常是人们共同关注的焦点。大气混合层高度是大气混合层最重要的特性之一,它是指大气污染物和大气成分由于热浮升力或机械力湍流作用而充分混合过程所能达到的近地面高度。大气混合层高度控制着城市热量和污染物的传输和扩散,并且决定着大气污染物扩散所能达到的垂直高度。大气混合层高度还是许多大气污染传输模型所必须的输入参数,它的变化能显著地影响城市的热岛效应、大气污染水平和长期的气候变化。因此,深刻认识大气混合层高度对于环境监测、大气污染物预测和天气预报均有重要意义。The atmospheric mixed layer not only has a direct and close relationship with humans, but also has a direct and close relationship with almost all living things on the earth, because all the exchange processes between the ground and water surface and the atmosphere (including heat exchange, energy exchange and mass exchange, etc.) ) are carried out in the mixed layer of the atmosphere. In addition, since the air in the mixed layer of the atmosphere is the gas that people directly breathe, the properties of the mixed layer of the atmosphere are often the focus of mutual attention. The height of the mixed layer of the atmosphere is one of the most important characteristics of the mixed layer of the atmosphere. It refers to the height near the ground that the air pollutants and atmospheric components can fully mix due to thermal buoyancy or mechanical turbulence. The height of the mixed layer of the atmosphere controls the transport and dispersion of heat and pollutants in cities, and determines the vertical height to which atmospheric pollutants can diffuse. The height of the atmospheric mixed layer is also a necessary input parameter for many air pollution transport models, and its changes can significantly affect the urban heat island effect, air pollution levels, and long-term climate change. Therefore, a deep understanding of the height of the atmospheric mixed layer is of great significance for environmental monitoring, air pollutant prediction and weather forecasting.
准确测量大气混合层高度对于认识其具有至关重要作用,但是世界上至今仍没有被广泛认可的直接测量大气混合层高度的统一方法。现在常用的测量大气混合层高度方法有间接测量法和理论型参数化模型,但是这些方法和模型原理复杂,实际操作困难,均难以获得实时精确的大气混合层高度数据。大气混合层高度间接测量法包括无线电探空法和远程雷达探测法,其缺点是测量费时费力、操作复杂、易受环境影响和测量误差大。理论型参数化模型通常需要观测点实时的阻力速度、云量和太阳高度等气象参数,这些气象参数非常难以获得,只有大型气象站才能提供;另外,理论型参数化模型计算比较复杂,影响因素较多,计算误差大,很难推广使用。由此可见,已有方法和技术装置难以获得实时精确的大气混合层高度数值。Accurate measurement of the height of the mixed layer of the atmosphere plays a vital role in understanding it, but there is still no unified method for directly measuring the height of the mixed layer of the atmosphere that is widely recognized in the world. The commonly used methods for measuring the height of the mixed layer of the atmosphere include indirect measurement methods and theoretical parametric models, but these methods and models are complex in principle and difficult to operate in practice, and it is difficult to obtain real-time and accurate data of the height of the mixed layer of the atmosphere. The indirect measurement methods of atmospheric mixed layer height include radiosonde method and long-range radar detection method. The disadvantages are that the measurement is time-consuming and laborious, the operation is complicated, it is easily affected by the environment, and the measurement error is large. Theoretical parametric models usually require real-time meteorological parameters such as resistance velocity, cloud cover, and solar height at observation points. These meteorological parameters are very difficult to obtain and can only be provided by large weather stations. In addition, the calculation of theoretical parametric models is relatively complicated, and the influencing factors Many, the calculation error is large, it is difficult to popularize and use. It can be seen that the existing methods and technical devices are difficult to obtain real-time and accurate values of the height of the atmospheric mixed layer.
发明内容Contents of the invention
本发明所要解决的技术问题是提出一种实时测量大气混合层高度的便携式装置,该实时测量大气混合层高度的便携式装置能简单、快捷、准确地计算大气混合层高度。The technical problem to be solved by the present invention is to provide a portable device for real-time measurement of the height of the mixed layer of the atmosphere, which can calculate the height of the mixed layer of the atmosphere simply, quickly and accurately.
本发明的技术解决方案如下:Technical solution of the present invention is as follows:
一种实时测量大气混合层高度的便携式装置,控制机箱安装在三角固定架上,控制机箱上竖直设置有T形的支撑架,风向风速传感器的风向检测部分和风速检测部分分别安装在支撑架的左右2个水平臂上,太阳辐射传感器固定在支撑架的竖直支杆的顶部;A portable device for real-time measurement of the height of the atmospheric mixed layer. The control case is installed on a triangular fixed frame, and a T-shaped support frame is vertically arranged on the control case. The wind direction detection part and the wind speed detection part of the wind direction and wind speed sensor are respectively installed on the support frame. On the left and right horizontal arms, the solar radiation sensor is fixed on the top of the vertical pole of the support frame;
环境温湿度传感器、大气压力传感器和露点温度传感器安装在控制机箱外部伸出的支撑板上;The ambient temperature and humidity sensor, the atmospheric pressure sensor and the dew point temperature sensor are installed on the support plate protruding from the outside of the control cabinet;
控制机箱内设置有数字信号处理器、时间信号发生器和数据存储器,控制机箱上设置有显示屏和按键;The control box is equipped with a digital signal processor, a time signal generator and a data memory, and the control box is equipped with a display screen and buttons;
太阳辐射传感器、风向风速传感器、环境温湿度传感器、大气压力传感器、露点温度传感器和时间信号发生器、数据存储器、按键和显示屏均与数字信号处理器相接。Solar radiation sensor, wind direction and wind speed sensor, ambient temperature and humidity sensor, atmospheric pressure sensor, dew point temperature sensor and time signal generator, data memory, keys and display screen are all connected with digital signal processor.
所述的数字信号处理器具有用于根据当前各传感器的检测值以及以下公式计算出大气混合层高度值的计算单元:Described digital signal processor has the computing unit that is used to calculate the height value of atmospheric mixed layer according to the detection value of current each sensor and following formula:
MLH=a1T+a2P+a3SR+a4RH+a5WS+a6DT计算出该城市的大气混合层高度的预测值;式中的MLH为大气混合层高度;MLH=a 1 T+a 2 P+a 3 SR+a 4 RH+a 5 WS+a 6 DT Calculate the predicted value of the city's atmospheric mixed layer height; MLH in the formula is the atmospheric mixed layer height;
式中a1~a6为回归系数,回归系数由历史的气象数据和历史的大气混合层高度经统计学多元线性回归方法获得;T为空气温度,P为大气压力、SR为太阳辐射值,RH为空气湿度,WS为风速、DT为露点温度。In the formula, a 1 to a 6 are the regression coefficients, which are obtained from the historical meteorological data and the historical atmospheric mixed layer height through the statistical multiple linear regression method; T is the air temperature, P is the atmospheric pressure, and SR is the solar radiation value, RH is air humidity, WS is wind speed, DT is dew point temperature.
支撑板上设有用于罩住环境温湿度传感器、大气压力传感器和露点温度传感器的防护罩;The support plate is provided with a protective cover for covering the ambient temperature and humidity sensor, the atmospheric pressure sensor and the dew point temperature sensor;
三角固定架设有用于将三角固定架固定在地面的螺钉。The tripod mount is provided with screws for fixing the tripod mount to the ground.
控制机箱背面设有百叶窗式的通风口。There are louvered ventilation openings on the back of the control enclosure.
有益效果:Beneficial effect:
本发明的实时测量大气混合层高度的便携式装置基于已有研究得出的用简单地面气象参数预测大气混合层高度的方法,提供一种实时测量大气混合层高度的便携式装置,所选器件均是低功耗、体积小的产品,易于整合在一个小巧的壳体中,所以本发明装置体积小,易于携带。本发明装置由于只需测量近地面空气温度、大气压力、太阳辐射、空气湿度、风速和露点温度等数值即可间接得出精确的大气混合层高度,所以本发明装置操作简单、测量可靠、抗干扰能力强。此外,本发明装置测量大气混合层高度的原理简单、影响因素较少、计算误差较少,因此易于推广使用。The portable device for measuring the height of the atmospheric mixed layer in real time of the present invention is based on the method of predicting the height of the mixed layer of the atmosphere with simple surface meteorological parameters obtained in existing research, and provides a portable device for measuring the height of the mixed layer of the atmosphere in real time. The selected devices are all A product with low power consumption and small volume can be easily integrated into a small casing, so the device of the present invention is small in volume and easy to carry. The device of the present invention can indirectly obtain the accurate height of the atmospheric mixed layer only by measuring the near-surface air temperature, atmospheric pressure, solar radiation, air humidity, wind speed and dew point temperature, etc., so the device of the present invention is simple in operation, reliable in measurement, and resistant to Strong interference ability. In addition, the device of the present invention has a simple principle for measuring the height of the atmospheric mixed layer, fewer influencing factors, and less calculation errors, so it is easy to be popularized and used.
附图说明Description of drawings
图1为长沙市2009年夏季(6月至8月)大气混合层高度一天24小时变化趋势图;Figure 1 is a 24-hour trend chart of the height of the atmospheric mixed layer in the summer of 2009 (June to August) in Changsha;
图2是长沙市2005~2009五年大气混合层高度回归模型计算结果与NOAA公布结果之间的比较示意图;Figure 2 is a schematic diagram of the comparison between the calculation results of the regression model of the atmospheric mixed layer height in Changsha City from 2005 to 2009 and the results published by NOAA;
图3是2010年1~10月大气混合层高度预测结果与美国海洋大气管理局NOAA(http://www.noaa.gov/)公布数据的比较图。Figure 3 is a comparison chart of the forecast results of the mixed layer height from January to October 2010 and the data published by NOAA (http://www.noaa.gov/).
图4是本发明装置的外观结构图;Fig. 4 is the appearance structural diagram of device of the present invention;
图5是本发明装置内部电路框图。Fig. 5 is a block diagram of the internal circuit of the device of the present invention.
具体实施方式Detailed ways
以下将结合附图和具体实施例对本发明做进一步详细说明:The present invention will be described in further detail below in conjunction with accompanying drawing and specific embodiment:
实施例1:Example 1:
关于大气混合层高度数据的参数确定以及计算过程的实例:Examples of parameter determination and calculation process for atmospheric mixed layer height data:
以长沙市为例,具体说明上述回归模型(即前述的MLH的计算公式)的建立、实施与预测过程。Taking Changsha City as an example, the establishment, implementation and forecasting process of the above regression model (that is, the aforementioned calculation formula of MLH) will be explained in detail.
首先,获取历史数据。一方面,从美国海洋大气管理局NOAA(http://www.noaa.gov/)下载过去五年(2005~2009)每天24小时长沙市大气混合层高度数据(我国目前尚未公开城市混合层高度数据),另一方面,由国际气象网站(http://www.wunderground.com/)公开公布的气象数据中获得长沙市过去五年(2005~2009)每天24小时的基本气象参数数据。First, get historical data. On the one hand, the 24-hour atmospheric mixed layer height data of Changsha City in the past five years (2005-2009) was downloaded from NOAA (http://www.noaa.gov/) of the US National Oceanic and Atmospheric Administration. Data), on the other hand, from the meteorological data publicly released by the international meteorological website (http://www.wunderground.com/), the basic meteorological parameter data of Changsha City in the past five years (2005-2009) 24 hours a day.
其次,根据上述历史数据,利用SPSS(即中文的:统计产品与服务解决方案)统计学分析软件(任何统计软件都具备该功能)建立城市大气混合层高度与基本气象参数之间的多元线性回归分段模型如下:Secondly, based on the above historical data, use SPSS (that is, Chinese: Statistical Products and Service Solutions) statistical analysis software (any statistical software has this function) to establish a multiple linear regression between the height of the urban atmospheric mixed layer and basic meteorological parameters The segmentation model is as follows:
白天(8:00-19:00):MLH=-11882+1.4*SR+56.4*WS+10.6*P+62.9*T-56.9*DT+12.3*RH;During the day (8:00-19:00): MLH=-11882+1.4*SR+56.4*WS+10.6*P+62.9*T-56.9*DT+12.3*RH;
夜晚(20:00-7:00):MLH=-679+0.07*SR+47.6*WS+0.8*P+10.6*T-8.9*DT-0.6*RH。Night (20:00-7:00): MLH=-679+0.07*SR+47.6*WS+0.8*P+10.6*T-8.9*DT-0.6*RH.
最后,利用上述回归模型实时预测长沙市大气混合层高度。图3是我们采用2010年1~10月的基本气象参数数据(http://www.wunderground.com/)计算的大气混合层高度变化,与美国海洋大气管理局NOAA(http://www.noaa.gov/)公布的数据非常一致,充分验证了回归模型的预测可靠性。Finally, the above regression model is used to predict the height of the atmospheric mixed layer in Changsha in real time. Figure 3 shows the height change of the atmospheric mixed layer calculated by us using the basic meteorological parameter data (http://www.wunderground.com/) from January to October 2010, and the National Oceanic and Atmospheric Administration NOAA (http://www. noaa.gov/) published data are very consistent, fully verifying the predictive reliability of the regression model.
图1为长沙市2009年夏季(6月至8月)大气混合层高度一天24小时变化趋势图,可明显看出其白天与夜晚存在显著区别(夜晚平均值为200米左右,白天平均指则在200~1500米之间变化),因此本发明白天夜晚进行分段回归,以提高模型的可靠性。Figure 1 is a 24-hour trend chart of the height of the atmospheric mixed layer in Changsha in the summer of 2009 (June to August). between 200 and 1500 meters), so the present invention performs segmented regression day and night to improve the reliability of the model.
图2是长沙市2005~2009五年大气混合层高度回归模型计算结果与NOAA公布结果之间的比较,二者的相关系数高达0.886(即相关性R2=0.8862=0.785),说明回归模型的可靠性。Figure 2 is a comparison between the results calculated by the regression model of the atmospheric mixed layer height in Changsha City from 2005 to 2009 and the results published by NOAA. reliability.
图3是2010年1~10月大气混合层高度预测结果与美国海洋大气管理局NOAA(http://www.noaa.gov/)公布数据的比较,结果非常一致,充分验证了回归模型的预测可靠性。Figure 3 is a comparison of the prediction results of the height of the mixed layer of the atmosphere from January to October 2010 and the data published by NOAA (http://www.noaa.gov/) of the National Oceanic and Atmospheric Administration of the United States. The results are very consistent, which fully verifies the prediction of the regression model reliability.
说明:illustrate:
(1)回归模型中城市大气混合层高度历史数据可以是如前所述的任何一种方法,如大型气象站远程探测或根据理论模型计算获得。(1) The historical data of urban atmospheric mixed layer height in the regression model can be obtained by any method as mentioned above, such as remote detection of large weather stations or calculation based on theoretical models.
(2)本发明采用的基本气象参数原则是简单且容易获得(如采用小型或微型气象站能够实时测试的气象数据)或者当地气象局实时公布的气象数据,具体采用的气象参数包括:空气温度(T)、露点温度(DT)、大气压力(P)、相对湿度(RH)、太阳辐射(SR)、地面风速(WS)。(2) the basic meteorological parameter principle that the present invention adopts is simple and easy to obtain (as adopting the meteorological data that small-scale or miniature weather station can test in real time) or the meteorological data that local Meteorological Bureau announces in real time, the meteorological parameter that specifically adopts comprises: air temperature (T), dew point temperature (DT), atmospheric pressure (P), relative humidity (RH), solar radiation (SR), surface wind speed (WS).
(3)由于大气混合层高度在白天与夜晚有显著性区别(见附图1),因此为提高回归模型的可靠性,本发明建议对白天与夜晚进行分段回归。(3) Since the height of the atmospheric mixed layer has a significant difference between daytime and night (seeing accompanying drawing 1), therefore in order to improve the reliability of the regression model, the present invention proposes to carry out segmental regression daytime and night.
(4)上述统计学回归模型实现了采用非常容易获得或测试的基本气象参数来计算非常难以获得或测试的城市大气混合层高度的方法。(4) The above-mentioned statistical regression model realizes the method of calculating the urban atmospheric mixed layer height which is very difficult to obtain or test by using the basic meteorological parameters which are very easy to obtain or test.
(5)通过现场测试或当地气象局实时公布的基本气象参数数据,根据上述多元线性回归模型即可实时计算与预测城市大气混合层高度及其变化。(5) Through the field test or the basic meteorological parameter data released by the local meteorological bureau in real time, the height of the urban atmospheric mixed layer and its changes can be calculated and predicted in real time according to the above-mentioned multiple linear regression model.
由于对于不同的城市,其线性回归系数都是经过历史数据进行线性回归方法获得的,因此,本发明的方法具有普适性。即在任一个城市都可以使用,区别只在于不同城市中回归系数的具体数值不同。Because for different cities, the linear regression coefficients are all obtained through the linear regression method of historical data, therefore, the method of the present invention has universal applicability. That is, it can be used in any city, the only difference is that the specific values of the regression coefficients in different cities are different.
如图4所示,本发明装置一种实时测量大气混合层高度的便携式装置,由风向风速传感器1、支撑架2、防护罩3、支撑板4、控制机箱5、按键6、挡板7(挡板可开合,当挡板合上时具有防水、防尘的功能,即保护按键、接口、显示屏等)、三角固定支架8、数据接口9、显示屏10和太阳辐射传感器11以及内置电路组成。其中防护罩3内有环境温湿度传感器、大气压力传感器和露点温度传感器,防护罩3可以保护上述三个传感器不受雨水和辐射的影响。As shown in Figure 4, the present invention device a kind of portable device that measures the height of atmospheric mixed layer in real time, consists of wind direction
太阳辐射传感器11和风向风速传感器1装置于控制机箱5正上方的支撑架2上面,其中太阳辐射1置于支撑架2立柱的正上端,风向风速传感器1分两部分置于支撑架2平行板的两端;防护罩3置于控制机箱5背部所连接的支撑板4上。所选传感器均为高精度传感器,传感器与控制机箱相连接的线路均从支撑架(板)内穿过,防止本发明装置长期室外工作导致的线路老化损伤。挡板7紧闭时能保证下雨时控制机箱内不会进雨水,控制机箱背面有百叶窗式的小型通风口,方便机箱内热量导出。控制机箱内的操作面板布局如图4所示,包括按键6、数据接口9和显示屏10。操作面板的左上部是显示屏10,用于显示时间、太阳辐射、空气温度和空气湿度、风向和风速、大气压力、露点温度和大气混合层高度等数值信息;左下部是USB数据接口和标准RS232数据接口,两种数据接口更方便本发明装置与电脑的数据传输;右部是按键,包括0-9数字键、小数点键、上下键、设置键、确定键、取消键、开关键和照明键,设置键用于使本发明装置进入设置状态,开关键用于本发明装置的电源开关,照明键用于光线较暗的情况下查看显示屏内容和对面板进行正确操作。The
(2)内置电路框图如图5所示,主要太阳辐射传感器、温湿度传感器、风向风速传感器、压力传感器、露点温度传感器、数字信号处理器、时间信号发生器、按键、数据存储器和数字显示屏组成,其中太阳辐射传感器、温湿度传感器、风向风速传感器、压力传感器、露点温度传感器、时间信号发生器和按键的输出端与数字信号处理器的输入端相连接,并且能通过按键对数字信号处理器发出相关指令,实现对本发明装置的相关设置。数字信号处理器内置已有研究结果的大气混合层高度计算公式,当同时有太阳辐射、空气温度和空气湿度、风速、大气压力、露点温度输入时,数字信号处理器能参照设备内的系统时间自动选择使用白天或者晚上计算公式计算出实时的大气混合层高度数值。数字信号处理器的输出端同时与数字显示屏和数据存储器的输入端相连接,将得到的太阳辐射、空气温度和空气湿度、风向和风速、大气压力、露点温度和大气混合层高度数值实时显示在显示屏上和存储在数据存储器中。通过按键,可以设定本发明装置的系统时间、开始及结束工作时间、记录和存储数据的时间间隔及数据接口与电脑相连接时的数据输出方式(USB数据接口还是RS232数据接口)。(2) The built-in circuit block diagram is shown in Figure 5, the main solar radiation sensor, temperature and humidity sensor, wind direction and wind speed sensor, pressure sensor, dew point temperature sensor, digital signal processor, time signal generator, buttons, data memory and digital display Composition, wherein the solar radiation sensor, temperature and humidity sensor, wind direction and wind speed sensor, pressure sensor, dew point temperature sensor, time signal generator and the output end of the key are connected with the input end of the digital signal processor, and the digital signal can be processed through the key The device issues related instructions to realize the related settings of the device of the present invention. The digital signal processor has a built-in calculation formula for the height of the atmospheric mixed layer that has been researched. When there are solar radiation, air temperature and air humidity, wind speed, atmospheric pressure, and dew point temperature input at the same time, the digital signal processor can refer to the system time in the device. Automatically choose to use the day or night calculation formula to calculate the real-time atmospheric mixed layer height value. The output terminal of the digital signal processor is connected with the input terminal of the digital display screen and the data memory at the same time, and the obtained solar radiation, air temperature and air humidity, wind direction and wind speed, atmospheric pressure, dew point temperature and atmospheric mixed layer height are displayed in real time on the display and stored in data memory. By pressing the button, the system time, start and end working time, the time interval of recording and storing data and the data output mode (USB data interface or RS232 data interface) when the data interface is connected to the computer can be set.
(3)当用数据线将本发明装置与电脑相连接时,运行专用的“大气混合层高度监控系统平台”软件,软件操作可代替按键对本发明装置进行系统时间、开始及结束工作时间、记录和存储数据的时间间隔设置,也可对实时监测数据和存储器中的数据进行查看或其他操作。如果连接电脑时,本发明装置正在进行监测工作,点击“大气混合层高度监控系统平台”软件界面工具栏中的“实时监测”可查看实时的风向、空气温度、大气压力、太阳辐射、空气湿度、风速、露点温度和大气混合层高度数值以及它们一小时内的平均值;点击工具栏中的“历史数据”可对数据存储器中的数据进行查看、下载和清空等操作,默认的数据下载格式是“.xls”格式,方便后续的数据统计分析。另外运行“大气混合层高度监控系统平台”软件时可调取已经下载在电脑中的已有数据进行查看。(3) When the device of the present invention is connected with the computer with the data line, run the special "atmospheric mixed layer height monitoring system platform" software, and the software operation can replace the buttons to carry out system time, start and end working time, recording of the device of the present invention It can also set the time interval for storing data and real-time monitoring data and the data in the memory for viewing or other operations. If when connected to a computer, the device of the present invention is monitoring work, click "real-time monitoring" in the software interface tool bar of "atmospheric mixed layer height monitoring system platform" to check real-time wind direction, air temperature, atmospheric pressure, solar radiation, air humidity , wind speed, dew point temperature and atmospheric mixed layer height values and their average values within one hour; click "Historical Data" in the toolbar to view, download and clear the data in the data storage. The default data download format It is in ".xls" format, which is convenient for subsequent statistical analysis of data. In addition, when running the "Atmospheric Mixed Layer Height Monitoring System Platform" software, the existing data that has been downloaded in the computer can be retrieved for viewing.
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