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2019 International Conference on Meteorology Observations (ICMO)最新文献

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Design of Magnetron Transmitter for Doppler Weather Radar 多普勒天气雷达磁控管发射机设计
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025814
Jian Li, Zhendong Yao, Lei Ye, Peng Guan
The small size Doppler weather radar with magnetron transmitter is good at performance to price ratio and simple for operation and maintenance. It is very suitable for the weather forecast and weather modification operation guide. How to design a high performance transmitter for such radar is described in this paper.The transmitter consists of an 800 V high-voltage power supply, a high-voltage pulse modulator, a filament power supply, an x-band magnetron, and a controlling and protection circuit module. Among them, the high-voltage pulse modulator, controlling and protection circuit module are the major contents of the transmitter design. The high-voltage pulse modulator consists of a high-voltage capacitor for electric charge storage, a trigger driving circuit, a high-power switch with electronic device such as IGBT, a high voltage and current pulse transformer, etc. The controlling and protection circuit module is provided the security function for trigger pulse, mean radiation power, high-voltage pulse level and magnetron operation current, etc. Experiments show that the high-voltage pulse modulator has good driving performance and high efficiency for the magnetron with voltage of 5.6 kV, power smaller than 10kW and cycle duty no more than 1%. This magnetron transmitter has played an outstanding role in the application of the WXRMD- 10 radar.
小尺寸磁控管发射机多普勒天气雷达具有性价比高、操作维护简单等优点。非常适合做天气预报和人工影响天气操作指南。本文介绍了如何设计一种高性能的雷达发射机。发射机由800v高压电源、高压脉冲调制器、灯丝电源、x波段磁控管和控制保护电路模块组成。其中,高压脉冲调制器、控制与保护电路模块是发射机设计的主要内容。高压脉冲调制器由用于电荷存储的高压电容、触发驱动电路、带IGBT等电子器件的大功率开关、高压电流脉冲互感器等组成。控制与保护电路模块具有触发脉冲、平均辐射功率、高压脉冲电平、磁控管工作电流等安全功能。实验表明,该高压脉冲调制器对电压5.6 kV、功率小于10kW、循环占比不大于1%的磁控管具有良好的驱动性能和高效率。该磁控管发射机在WXRMD- 10雷达的应用中发挥了突出的作用。
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引用次数: 2
Application Research of Lightning Monitoring Data in Regional Lightning Disaster Risk Assessment 雷电监测数据在区域雷电灾害风险评估中的应用研究
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025969
B. Xiao, Ma Duanzhu, Liping Dai, Haocen Li, Zaihua Guo, Jinbao Liu
In this paper, lightning distribution data is used to analyze the lightning distribution characteristics of the region. Based on this, a method of regional lightning disaster risk assessment is given, which builds a three-tier hierarchical structure model and analyzes each risk index which respectively from four aspects such as the lightning risk, the region risk, the hazard-affected bodies risk and defense risk, simultaneously applies the fuzzy comprehensive evaluation method to make predictive evaluation of the lightning risk grade in a region. Regional lightning disaster risk assessment method uses the fuzzy mathematics knowledge to analyze and calculate, calculate the membership degree matrix of each index, and the weight of each index is determined by the fuzzy judgment matrix sorting method, and makes fuzzy comprehensive evaluations about the three levels. Finally an actual project is evaluated using the regional lightning disaster risk assessment method. The practical application shows that, the method can give decision-making guidance for project location, classification of lightning risk and measures to avoid the thunder.
本文利用雷电分布数据分析了该地区雷电分布特征。在此基础上,提出了一种区域雷电灾害风险评价方法,该方法构建了三层层次结构模型,分别从雷电风险、区域风险、受灾体风险和防御风险四个方面对各风险指标进行了分析,同时应用模糊综合评价法对区域雷电灾害风险等级进行了预测评价。区域雷击灾害风险评价方法利用模糊数学知识进行分析计算,计算出各指标的隶属度矩阵,并采用模糊判断矩阵排序法确定各指标的权重,对三个层次进行模糊综合评价。最后利用区域雷击灾害风险评估方法对一个实际工程进行了评估。实际应用表明,该方法可以为工程选址、雷击风险分类和防雷措施提供决策指导。
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引用次数: 1
The Meteorological Cloud Desktop System of CMA Meteorological Observation Center 中国气象局气象观测中心气象云桌面系统
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025948
Yimeng Wang, Shanshan Lv, Wei Li
The National-level Meteorological Observation Real-time Operation Platform was built by the CMA Meteorological Observation Center (MOC) In 2019, which integrated national real-time meteorological observation operations, research-oriented operations and external display. The real-time operation platform adopted the office form of the meteorological cloud desktop system, so that the operating system, applications and data were all centralized to the data center for unified management. The system was based on the core technology of Independent Computing Architecture (ICA) protocol and relied on the construction of servers, network devices and storage, and by means of distributed deployment and virtual architecture, the release and management functions were realized. NVIDIA vGPU was also applied in the system to release a VDI virtual design desktop based on GPU graphics, which satisfied the 3D modeling and CUDA computing needs of operating staff. At present, 80 cloud desktop systems had been built on the real-time operation platform, and customized operating systems and supporting software applications had met the requirements. The internal and external network cloud desktop physical isolation completely solves the problems of traditional office equipment decentralized management, low data security factor, high operation and maintenance cost, and inability to achieve mobile office. The technical advantages and architecture design of the meteorological cloud desktop system, the design and deployment process of the system and the key technologies involved in the operation application were described in detail in this paper.
2019年,中国气象局气象观测中心建成国家级气象观测实时业务平台,集国家级实时气象观测业务、研究型业务和对外展示于一体。实时操作平台采用气象云桌面系统的办公形式,将操作系统、应用程序和数据全部集中到数据中心进行统一管理。该系统以独立计算架构(ICA)协议为核心技术,依托服务器、网络设备和存储的构建,通过分布式部署和虚拟架构实现发布和管理功能。系统还应用了NVIDIA vGPU,发布了基于GPU图形的VDI虚拟设计桌面,满足了操作人员的3D建模和CUDA计算需求。目前,在实时操作平台上已经搭建了80个云桌面系统,定制的操作系统和配套软件应用已经满足需求。内外部网络云桌面物理隔离彻底解决了传统办公设备分散管理、数据安全系数低、运维成本高、无法实现移动办公等问题。本文详细介绍了气象云桌面系统的技术优势和体系结构设计,系统的设计和部署过程以及运行应用中涉及的关键技术。
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引用次数: 3
Display Multiple Variables Data for SPOL Weather Radar by Matlab Encoding SPOL天气雷达多变量数据的Matlab编码显示
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025872
J. Zheng, Zhendong Yao
The S-PolKa radar is an advanced, mobile ground-based, dual-polarized and dual-wavelength (S-band and Ka-band) Doppler weather radar belonging to the NCAR, which has excellent detection performance in precipitation estimation, real-time identification of hydrometeor types, humidity estimation, estimation of liquid water content in cloud, etc. The data used in this paper are the SPOL data, part of S-PolKa radar data. In order to obtain more fine RHI data products of SPOL weather radar and realize the visual analysis of meteorological data, SPOL weather radar data was decoded, smoothed and displayed through Matlab encoding. After analyzing the data format of SPOL data, we used Matlab to read the raw data and display it. In order to make the final presentation more realistic, we have accumulated and averaged the raw data to make the image smoother. Because the SPOL data adopts polar coordinate system, it is necessary to first change the mapping relationship of the coordinates, and then display the variables on the output device by using pseudo color. The results show that the smoothed data image can highlight the strong echo region and increase the effectiveness of weather radar data products.
S-PolKa雷达是一种先进的移动式地基双极化双波长(s波段和ka波段)多普勒天气雷达,在降水估算、水流星类型实时识别、湿度估算、云中液态水含量估算等方面具有优异的探测性能。本文使用的数据为S-PolKa雷达的SPOL数据。为了获得更精细的SPOL天气雷达RHI数据产品,实现气象数据的可视化分析,通过Matlab编码对SPOL天气雷达数据进行解码、平滑和显示。在分析了SPOL数据的数据格式后,利用Matlab对原始数据进行读取和显示。为了使最终的呈现更加逼真,我们对原始数据进行了累积和平均,使图像更加平滑。由于SPOL数据采用极坐标系统,需要先改变坐标的映射关系,然后用伪颜色在输出设备上显示变量。结果表明,平滑后的数据图像能突出强回波区域,提高气象雷达数据产品的有效性。
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引用次数: 0
Comparative Analysis of the Observation Data of Automatic Precipitation Weather Phenomenon Instrument 自动降水天气现象仪观测资料的对比分析
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025841
Huang Xiaolong, Du Bin, Wu Wei
In this paper, we analyzed the integrity, accuracy and consistency of automatic and manual observation data of precipitation weather phenomenon from January to December in 2018 from 156 national stations in Sichuan Province to compare the capture, loss, nothingness and error of different precipitation types and time consistency in different precipitation levels. The results showed that automatic precipitation weather phenomenon instrument had the highest ability to capture rain which is 82.2%, while the lowest was only 23.5% for sleet. The highest loss rate was 96.1% for sleet and the lowest was 55.0% for rain, which was consistent with the capture rate. Rainfall was the most frequent precipitation weather process with the highest air report rate. Hail had the highest error rate but best consistency, which may be related to its less frequency, short duration and generally occured together with other precipitation weather processes. With the increase of rain intensity, the capture rate of drizzle, rain and sleet increases gradually. The highest capture rates of snow (0.1-1.0 mm / h) and hail (more than 1.0 mm / h). With the increase of rainfall intensity, the missing rate decreases gradually. The missing rate of rain and hail is the highest in precipitation intensity (0.1-1.0 mm / h). The error rate of drizzle, rain, snow and hail is the highest when the precipitation intensity is (0.1-1.0 mm / h). The error rate of sleet is the highest $(gt 1.0$ mm / h), which is only 0.3% higher than that of precipitation intensity (0.1-1.0 mm / h).
本文对四川省156个国家级台站2018年1 - 12月降水天气现象自动和人工观测资料的完整性、准确性和一致性进行了分析,比较了不同降水类型和不同降水水平时间一致性的捕获、损失、虚无和误差。结果表明,自动降水天气现象仪对降雨的捕获率最高,为82.2%,对雨夹雪的捕获率最低,仅为23.5%。雨夹雪的损失率最高为96.1%,雨的损失率最低为55.0%,与捕获率基本一致。降雨是最频繁的降水天气过程,空气报告率最高。冰雹的错误率最高,但一致性最好,这可能与其频率少、持续时间短、一般与其他降水天气过程同时发生有关。随着降雨强度的增大,毛毛雨、雨夹雪的捕获率逐渐增大。积雪(0.1 ~ 1.0 mm / h)和冰雹(大于1.0 mm / h)的捕获率最高,随着降雨强度的增加,丢失率逐渐降低。降雨和冰雹的失误率在降水强度(0.1 ~ 1.0 mm / h)时最高,毛毛雨、雨、雪和冰雹的失误率在降水强度(0.1 ~ 1.0 mm / h)时最高,雨雪的失误率最高(gt 1.0$ mm / h),仅比降水强度(0.1 ~ 1.0 mm / h)高0.3%。
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引用次数: 0
Research on the method of constructing sea surface blended wind product considering vorticity and divergence variation 考虑涡度和辐散变化的海面混合风产品构造方法研究
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025956
Yuan Liu, Jianxia Guo
The sea surface vector winds drive and modulate the heat and momentum transfer through the oceanatmosphere interface, influence the thermal and dynamical properties of ocean water body, and consequently determine the water cycle, ocean circulation and climate change on global scale. The spatial variation of sea surface winds is an important driving force for ocean dynamics. The vorticity of sea surface winds drives the ocean circulation through Sverdrup transport on basin scale, the divergence of surface winds efficiently affects the Ekman pumping, and thus the physical and biological processes over the global oceans.With the increasing sampling frequencies of satellite-borne scatterometer, it is vitally important to construct a long-time series of sea surface blended wind product for climate studies and numerical modeling studies as the forcing field. Previous studies have shown that wind fields with different spatial and temporal resolution have an apparent influence on numerical model results. Using the scatterometer winds and operational numerical model winds, this thesis aims to find an optimal wind blending method to merge winds from different sources, while effectively to retain the vorticity and divergence information in the blended wind products. The main findings of the thesis are listed as follows:Based on the 2-dimensional varational method (2DVAR) for wind blending, regularized terms for wind vorticity and divergence were introduced in the methodology to overcome the over-fitting problems associated with the 2DVAR method, and to retain the fine structure of scatterometer observed wind vorticity and divergence.Using the insitu wind observations in South China Sea, the QuikSCAT scatterometer winds and the global operational numerical prediction model winds of National Oceanic and Atmospheric Administratiton (NOAA) of the United States were evaluated. The analysis indicates that the accuracy and spatial/temporal variation of the sea surface winds are both reasonably good.Sensitivity studies of 2DVAR method with and without regularization of wind vorticity and divergence were performed for a typhoon case in 2008. The sensitivity studies show that 2DVAR with regularization effectively overcomes the over-fitting problems with smoother blended wind field. The spurious structure of false vorticity and divergence was effectively removed.The blended wind products with and without regularization terms in 2DVAR method were then evaluated using wind observations from an automatic meteorological observatorythan that produced from simple 2DVAR method, in terms of small bias and small root mean square errors (RMSE).As a final remark, the method described in this study can in South China Sea. The blended wind with regularization is more accurate in comparison with the insitu observation significantly reduce the noise level of scatterometer winds and keep the necessary information of wind vorticity and divergence. It is expected that the 2DVAR wind bl
海面矢量风驱动和调节海洋大气界面的热量和动量传递,影响海洋水体的热力和动力特性,从而决定全球尺度上的水循环、海洋环流和气候变化。海面风的空间变化是海洋动力学的重要驱动力。海表风涡度通过盆地尺度的Sverdrup输送驱动海洋环流,海表风辐散有效影响Ekman抽运,从而影响全球海洋的物理和生物过程。随着星载散射仪采样频率的增加,构建长时间的海面混合风产品序列作为强迫场对于气候研究和数值模拟研究至关重要。以往的研究表明,不同时空分辨率的风场对数值模式的结果有明显的影响。利用散射计风和实际数值模式风,寻找一种最优的混合风方法,在有效保留混合风产品中的涡度和散度信息的同时,将不同来源的风合并在一起。本文的主要研究成果如下:在二维变分方法(2DVAR)的基础上,引入了正则化的风涡度和散度项,克服了二维变分方法的过拟合问题,并保留了散射计观测到的风涡度和散度的精细结构。利用南海现场风观测资料,对QuikSCAT散射计风和美国国家海洋和大气管理局(NOAA)全球业务数值预测模式风进行了评价。分析表明,海面风的精度和时空变化都比较好。对2008年一次台风进行了风涡度和散度正则化和非正则化的2DVAR方法敏感性研究。灵敏度研究表明,正则化后的2DVAR有效地克服了平滑混合风场的过拟合问题。有效地消除了假涡度和假散度的虚假结构。然后利用自动气象台的风观测值对2DVAR方法中带正则化项和不带正则化项的混合风产品进行评估,得到偏差小、均方根误差(RMSE)小的结果。最后,本文所描述的方法适用于南海。与原位观测相比,正则化后的混合风精度更高,显著降低了散射计风的噪声水平,保留了必要的风涡度和散度信息。期望具有正则化项的2DVAR混风方法能够在未来实际混风海面产品中得到应用。
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引用次数: 0
A Study of Accuracy of Brightness Temperature and Retrieval Products From Ground-based Microwave Radiometer 地面微波辐射计亮度温度及反演产品精度研究
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9026140
Qiuchen Zhang, Jun Wang
Ground-based microwave radiometer (MWR) utilizes in this study is RPG-HTAPRO-G3, which measures the atmospheric radiation characteristics at 7 oxygen channels and 7 water vapor channels to obtain atmospheric thermodynamic profiles. The reliability of 14 channels brightness temperature (BT)from MWR is tested by contrasting the BTs simulated by the monochromatic radiative transfer model MonoRTM in Linux with that observed by MWR. The results show that BTs of oxygen channels have better correlation and consistency than BTs of water vapor channels. The correlation coefficients are 0.99 and 0.92 respectively. By comparing the mean bias (MB) and root-mean-square error (RMSE) of retrieval products from MWR and L-band radiosonde in different height of non-rainy day, temperature below 4000m is generally more accurate than in other height, the value of MB of temperature is -1.5-1.0.The difference of MB and RMSE of water vapor density is small and consistent. The MB value of water vapor density is positive. The RMSE of water vapor density (0-0.6 g/m3) decreases with height. The MB and RMSE of relative humidity are higher than temperature and water vapor density obviously. Atmospheric instability indices, such like K Index (KI), Lifting Index (LI), Showalter Index (SI), Total Total Index (TTI) and Convective Available Potential Energy (CAPE) derived from MWR are examined by the L-band radiosonde data in one year. The results show that correlation coefficients of 5 instability indices are 0.72, 0.93 0.86,0.76 and0.62.
本研究采用的地基微波辐射计是RPG-HTAPRO-G3,通过测量7个氧通道和7个水蒸气通道的大气辐射特性,得到大气热力学剖面图。通过对比Linux中单色辐射传输模型MonoRTM模拟的14通道亮度温度(BT)与MWR观测的亮度温度,验证了MWR的可靠性。结果表明,氧通道的热通量比水蒸气通道的热通量具有更好的相关性和一致性。相关系数分别为0.99和0.92。通过比较MWR和l波段探空仪在非雨天不同高度反演产品的平均偏差(MB)和均方根误差(RMSE),温度在4000m以下普遍比其他高度更准确,温度的MB值为-1.5 ~ 1.0。水汽密度的MB和RMSE的差异较小且一致。水汽密度的MB值为正。水汽密度RMSE (0 ~ 0.6 g/m3)随高度减小。相对湿度的MB和RMSE明显高于温度和水汽密度。利用1年的l波段探空资料,对MWR反演的K指数(KI)、升力指数(LI)、Showalter指数(SI)、Total Total指数(TTI)和对流有效势能(CAPE)等大气不稳定指标进行了研究。结果表明,5个不稳定性指标的相关系数分别为0.72、0.93、0.86、0.76和0.62。
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引用次数: 0
Experimental Research of Sonde Free Jettison from UAV 无人机探空仪自由抛射试验研究
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9026033
Chen Yao, Xia Lianghua, G. Ran, Yan Linming, Chen Rui, Z. Yanping
Experimental research of sonde free jettison from a high altitude long endurance (HALE) unmanned air vehicle (UAV) model was carried out. The sonde model and its ejection mechanism were designed according to the principle of dynamic similarity. Influences of different conditions to the sonde jettison were studied by analyzing the sonde trajectory and attitude recorded by high speed cameras. Results show that the sonde doesn't collide with the UAV in the experiments. And the flight altitude, Mach number and angle of attack have little influences on the sonde jettison, but the angle of side-slip show great influence.
对高空长航时(HALE)无人机模型进行了探空仪自由抛射试验研究。根据动力相似原理设计了探空仪模型及其弹射机构。通过分析高速摄像机记录的探空仪轨迹和姿态,研究了不同条件对探空仪抛射的影响。实验结果表明,探空仪与无人机没有发生碰撞。飞行高度、马赫数和攻角对探空仪抛射的影响较小,而侧滑角对探空仪抛射的影响较大。
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引用次数: 0
Two-dimensional Comprehensive Meteorological Observation Platform Based on Combination of Timeline and Observation Data Products 基于时间线与观测数据产品结合的二维综合气象观测平台
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9026145
Mengxing Xu, Hongbin Wang
The one-dimensional time axis on which the current meteorological observation platform depends is transformed into a two-dimensional coordinate system, i.e. one dimension, multi-source observation instruments, data and products are added. This dimension shows the observation occurring at a certain time node. The multi-source observations at the same time are vertically arranged to be distinguished by icons or colors. In this study, real-time display and rendering of scenes are realized through real-time efficient local multi-level of detail loading and adaptive multi-level caching of large-scale 3D spatial data and the dynamic interaction of multi-source observation information is realized by combining the CPU/GPU graphics hardware accelerated rendering technology of OpenGL+Shader. The platform is upgraded from one dimension of time to two dimensions of time and observation, which greatly expands the selection and change space of independent variables, thus the capacity of dependent variables is also greatly increased. Theoretically, it can accommodate all kinds of observation data and products. Through seamless connection on one page, it can freely schedule, switch and superimpose all kinds of observation information, enabling business researchers to efficiently and intensively obtain comprehensive meteorological observation data products, and carry out analysis and application.
将当前气象观测平台所依赖的一维时间轴转化为二维坐标系,即一维,增加多源观测仪器、数据和产品。这个维度显示在某个时间节点发生的观测。多源观测同时垂直排列,以图标或颜色区分。本研究通过实时高效的局部多级细节加载和大规模三维空间数据的自适应多级缓存实现场景的实时显示和渲染,结合OpenGL+Shader的CPU/GPU图形硬件加速渲染技术实现多源观测信息的动态交互。平台从时间的一维升级到时间和观测的二维,大大扩展了自变量的选择和变化空间,因变量的容量也大大增加。理论上,它可以容纳各种观测数据和产品。通过在一个页面上的无缝连接,可以自由调度、切换和叠加各种观测信息,使业务研究人员能够高效、集中地获取全面的气象观测数据产品,并进行分析和应用。
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引用次数: 0
Reconstruction of Historical Data and Analysis on Three-dimensional Tourism Climate Resources in Fanjing Mountain Scenic Spot 梵净山景区历史数据重建及三维旅游气候资源分析
Pub Date : 2019-12-01 DOI: 10.1109/ICMO49322.2019.9025961
X. Fang, W. Qiang, Du Zhengjing, Yang Chaomei
Fanjing Mountain scenic spot with the highest altitude of 2572m, is a 5A level scenic spot in Guizhou Province and it belongs to Jiangkou county with the altitude of 362m. Due to the obvious difference in altitude, historical observation data of Jiangkou county can not well reflect the historical climate characteristics of Fanjing Mountain scenic spot.In this paper, a multiple regression model is established based on the observation elements of temperature, humidity, wind, rainfall and other automatic stations in Fanjing Mountain scenic spot and Jiangkou county on the same day from 2016 to 2018. The differences of temperature, humidity, wind etc. and tourism climate suitability between Fanjing Mountain scenic spot and Jiangkou county were analyzed. The results show: The simulation value of average temperature error between $pm 2^circ$ in regression model accounts for 70.8%, and the maximum temperature error is slightly higher,but they are better than the calculated values of temperature decline rate. The ratio of average relative humidity error within $pm 10%$ is 75.8%.The average maximum temperature in Fanjing Mountain of reconstruction historical data from 1980 to 2014 is 12.8${^circ}$, and the average annual temperature is 8.7 ${^circ}$, which is 8.4${^circ}$ and 7.7${^circ}$ lower than Jiangkou county respectively. They are about 5${^circ}$ higher than the calculated values of temperature decline rate.InJiangkou county, the average temperature and the maximum temperature in 35 years shows an upward trend, but the annual change trend of Fanjing Mountain temperature is not obvious. The annual average humidity (94%) and wind speed (4.8m/s) in Fanjing Mountain are higher than those of Jiangkou county (80.8% and 1.2m/s), and their annual change trend is consistent with that of Jiangkou county, showing a downward trend. The tourism climate suitability of Fanjing Mountain and Jiangkoucounty is analyzed comparatively. The winter tourism climate suitability of Jiangkou county is general, the rest months are suitable, and the tourism climate suitability index in July and August is lower than 70. However, Fanjing Mountain is suitable in summer, and its tourism climate suitability index is higher than 70, but its tourism suitability is poor from January to April and from October to December. The reconstruction of historical data of Fanjing Mountain scenic spot provides data support for the analysis of three-dimensional tourism climate resources and the development of summer tourism economy.
梵净山风景区为贵州省5A级景区,海拔2572米,隶属于海拔362米的江口县。由于海拔差异明显,江口县的历史观测资料不能很好地反映梵净山景区的历史气候特征。本文基于2016 - 2018年梵净山景区和江口县当日气温、湿度、风、降雨等自动站观测要素,建立多元回归模型。分析了梵净山风景区与江口县的温度、湿度、风等特征及旅游气候适宜性的差异。结果表明:回归模型中平均温度误差在$pm 2^circ$之间的模拟值占70.8%,最大温度误差略高,但均优于温度递减率的计算值。平均相对湿度误差在$pm 10%$范围内的比例为75.8%。1980 ~ 2014年重建历史资料的范景山平均最高气温为12.8${^circ}$,年平均气温为8.7 ${^circ}$,分别比江口县低8.4${^circ}$和7.7${^circ}$。它们比温度下降率的计算值高约5${^circ}$。江口县35 a平均气温和最高气温呈上升趋势,而梵净山气温的年变化趋势不明显。梵净山的年平均湿度(94%)和风速(4.8m/s)高于江口县(80.8%)和1.2m/s,其年变化趋势与江口县一致,均呈下降趋势。对梵净山和江口县旅游气候适宜性进行了比较分析。江口县冬季旅游气候适宜性一般,其余月份适宜,7、8月份旅游气候适宜性指数均低于70。梵净山适宜夏季,旅游气候适宜性指数高于70,但1 - 4月和10 - 12月旅游适宜性较差。梵净山景区历史数据的重构为三维旅游气候资源分析和夏季旅游经济的发展提供了数据支撑。
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2019 International Conference on Meteorology Observations (ICMO)
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