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Regional Prediction of Impending Debris Flow Based on Doppler Weather Radar 被引量:3
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作者 JIANG Yuhong WEI Fangqiang +3 位作者 ZHANG Jinghong GU Linkang DENG Bo LIU Hongjiang 《Wuhan University Journal of Natural Sciences》 CAS 2007年第4期627-632,共6页
Debris flow prediction is one of the important means to reduce the loss caused by debris flow. This paper built a regional prediction model of impending debris flow based on regional environmental background (includi... Debris flow prediction is one of the important means to reduce the loss caused by debris flow. This paper built a regional prediction model of impending debris flow based on regional environmental background (including topography, geology, land use, and etc.), rainfall and debris flow data. A system of regional prediction of impending debris flow was set up on ArcGIS 9.0 platform according to the model. The system used forecast precipitation data of Doppler weather radar and observational precipitation data as its input data. It could provide a prediction about the possibility of debris flow one to three hours before it happened, and was put into use in Liangshan Meteorological Observatory in Sichuan province in the monsoon of 2006. 展开更多
关键词 doppler weather radar debris flow impending PREDICTION
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WIND SHEAR IDENTIFICATION WITH THE RETRIEVED WIND OF DOPPLER WEATHER RADAR
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作者 周生辉 魏鸣 +3 位作者 王黎俊 郑辉 张博越 林春英 《Journal of Tropical Meteorology》 SCIE 2017年第2期210-216,共7页
Wind shear reflects that the wind field is not uniform, which is one of the primary factors which make the retrieval of the wind field difficult. Based on volume velocity process(VVP) wind field retrieval technique, t... Wind shear reflects that the wind field is not uniform, which is one of the primary factors which make the retrieval of the wind field difficult. Based on volume velocity process(VVP) wind field retrieval technique, the intensity of wind shear is identified in this paper. After analyzing the traditional techniques that rely on the difference of radial velocity to identify wind shear, a fixed difference among radial velocities that may cause false identification in a uniform wind field was found. Because of the non-uniformity in wind shear areas, the difference of retrieved results between surrounding analysis volumes can be used as a measurement to show how strong the wind shear is. According to the analysis of a severe convective weather process that occurred in Guangzhou, it can be found that the areas of wind shear appeared with the strength significantly larger than in other regions and the magnitude generally larger than4.5 m/(s·km). Besides, by comparing the variation of wind shear strength during the convection, it can be found that new cells will be more likely to generate when the strength is above 3.0 m/(s·km). Therefore, the analysis of strong wind shear's movement and development is helpful to forecasting severe convections. 展开更多
关键词 wind shear wind field retrieval doppler weather radar CONVENTIONS
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714 SD DOPPLER WEATHER RADAR SYSTEM
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作者 葛润生 张沛源 彭红 《中国气象科学研究院年报》 1996年第1期114-119,共6页
714SDDOPPLERWEATHERRADARSYSTEM¥GeRunsheng(葛润生),ZhangPeiyuan(张沛源)andPengHong(彭红)714SDDOPPLERWEATHERRADARSYSTE... 714SDDOPPLERWEATHERRADARSYSTEM¥GeRunsheng(葛润生),ZhangPeiyuan(张沛源)andPengHong(彭红)714SDDOPPLERWEATHERRADARSYSTEMGeRunsheng(葛润生),... 展开更多
关键词 沛源 SD doppler weather radar SYSTEM
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Construction, Techniques and Application of New Generation Doppler Weather Radar in China 被引量:1
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作者 XuXiaofeng 《工程科学(英文版)》 2004年第1期15-25,共11页
New generation Doppler weather radar (NEXTRAD) has become one of the most important tools for monitoring and forecasting severe weather. It has been widely used in some developed countries. The construction of China’... New generation Doppler weather radar (NEXTRAD) has become one of the most important tools for monitoring and forecasting severe weather. It has been widely used in some developed countries. The construction of China’s NEXTRAD network has started since 1998, and this project is supported by national debt. In this paper the author addresses the development of NEXTRAD techniques, the pre\|sent situation of construction and application of NEXTRAD in China, some problems to be carefully considered in construction, and seve\|ral new fields of future radar technique developments and applications in weather monitoring. 展开更多
关键词 中国 新一代多普勒雷达 技术分析 系统结构 系统应用 未来发展
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A TECHNIQUE TO RECOGNIZE AND ESTIMATE SEVERE STORM BY USING SINGLE DOPPLER WEATHER RADAR 被引量:1
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作者 张芃菲 葛润生 刘恩清 《Acta meteorologica Sinica》 SCIE 1991年第3期274-284,共11页
Using single Doppler weather radar echo information, this paper presents a technique for recognizing two-di- mensional flow field structure of the severe storm and estimating the divergence, the vorticity, and the int... Using single Doppler weather radar echo information, this paper presents a technique for recognizing two-di- mensional flow field structure of the severe storm and estimating the divergence, the vorticity, and the intensity of wind shear line, and gives some examples. 展开更多
关键词 doppler weather radar RECOGNITION VORTICITY
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Doppler Radar Analysis on A Local Heavy Precipitation in Jieyang Area of Guangdong 被引量:4
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作者 柯文华 寿绍文 +1 位作者 管习权 杨新 《Meteorological and Environmental Research》 CAS 2010年第5期62-65,共4页
By using Doppler weather radar data,the meso-scale characteristics of extremely heavy rainstorm process which happened suddenly in Jieyang urban area on July 31,2008 were analyzed.The results showed that the radar ech... By using Doppler weather radar data,the meso-scale characteristics of extremely heavy rainstorm process which happened suddenly in Jieyang urban area on July 31,2008 were analyzed.The results showed that the radar echo only needed 20 minutes from the generation to the strong echo which quickly strengthened above 50 dBz.The storm center went down south and went up north near Jieyang City all the time.The component which moved eastward was very tiny,and the heavy precipitation echo stagnated.In this heavy precipitation process,the characteristics types of radial velocity which were favorable to the generation and development of heavy precipitation echo appeared alternately each other.The radial velocity's characteristics types were the first type headwind zone,the second type headwind zone,meso-scale convergence type and cyclonic convergence and so on.Thus,this heavy precipitation process which broke the record happened.The analyses showed that the headwind zone which developed vigorously and the convergence which had influx and outflux airflow in the vertical direction of headwind zone made obvious contributions to the precipitation. 展开更多
关键词 Local extremely heavy rainstorm Meso-scale characteristic doppler weather radar China
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A Model Study of Three-Dimensional Wind Field Analysis from Dual-Doppler Radar Data 被引量:9
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作者 孔凡铀 毛节泰 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 1994年第2期162-174,共13页
A three-dimensional wind field analysis sollware based on the Beigng-Gucheng dual-Doppler weather radar system has been built, and evaluated by using the numerical cloud model producing storm flow and hydrometeor fiel... A three-dimensional wind field analysis sollware based on the Beigng-Gucheng dual-Doppler weather radar system has been built, and evaluated by using the numerical cloud model producing storm flow and hydrometeor fields. The effects of observation noise and the spatial distribution of wind field analysis error are also investigated. 展开更多
关键词 Dual-doppler weather radar Wind field analysis Numerical cloud model Error analysis
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Microphysical and Dynamical Climatology of Precipitating Systems Inferred by Weather Radar Polarimetric Measurements in Brazil
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作者 Augusto José Pereira Filho Felipe Vemado 《Open Journal of Modern Hydrology》 2022年第2期74-93,共20页
This work presents the climatology of the microphysics and the dynamics of weather systems in two coastal areas of S&#227;o Paulo and the Espírito States at high spatial-temporal resolution as measured by two... This work presents the climatology of the microphysics and the dynamics of weather systems in two coastal areas of S&#227;o Paulo and the Espírito States at high spatial-temporal resolution as measured by two dual Doppler weather radars during the summer and early fall of 2015. Averages and respective standard deviations of polarimetric variables, namely, reflectivity (Z), differential reflectivity (Z<sub>DR</sub>), differential phase (&#981;<sub>DP</sub>), specific differential phase (K<sub>DP</sub>), copolar correlation coefficient (ρ<sub>oHV</sub>), radial velocity (V<sub>r</sub>), and the spectral width (W) were obtained within a 240-km range on plan position indicator (PPI), constant altitude plan position indicator (CAPPI) and vertical cross-sections to analyze overall horizontal and vertical precipitation microphysics and mesoscale circulation of prevailing weather systems, and their peculiarities over coastal and oceanic, and urban and rural areas. Overall, raindrops tend to be larger over the Metropolitan area of S&#227;o Paulo from the surface to up to 6 km altitude indicating more vigorous updrafts caused by the heat island effect and the local sea breeze. The vertical microphysical structure is remarkably distinct over the Metropolitan Area of S&#227;o Paulo (MASP) where thunderstorms can reach 20-km altitude in summertime under sea breeze and heat island effects. On the other hand, there is a dominancy of smaller drop sizes though larger ones observed close to the surface by the coast of Espírito Santo and at the land-ocean interface influenced by the local low-level jet and oceanic-type CCN. Convective cells tend to be smaller associated with Easterlies and more organized with Westerlies. The results indicate distinct features on hydrometeor types and circulation characteristics under these different surface and boundary-layer conditions in close agreement with previous results in the literature. 展开更多
关键词 Dual doppler weather radar MICROPHYSICS CLIMATOLOGY Atlantic Ocean
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Research and Implementation of a Graphic System for Doppler Radar
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作者 YE XIAOLING JI WEI LI WEI BAI JIE (Nanjing University of information science and technology) (Institute of Aeronautical Meteorology,Air Force Academy of Equipment) 《微计算机信息》 北大核心 2007年第22期307-309,共3页
Doppler radar have become one of the most important instruments for weather now casting,and for meso-scale weather research because of its higher spatial and temporal resolutions. A dealing system for Doppler radar gr... Doppler radar have become one of the most important instruments for weather now casting,and for meso-scale weather research because of its higher spatial and temporal resolutions. A dealing system for Doppler radar graphic was researched and implemented so as to providing a convenient tool for users. We research and realized CINRAD/XD Doppler radar's graphic system. It contains three important parts:reading,standardization and pretreatment. It can be used very easily and conveniently. Besides,the system can be expanded and transplanted simply. 展开更多
关键词 多普勒天气雷达 图形系统 数据处理 演示
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天山北坡“20080826”超级单体的Doppler雷达资料分析 被引量:2
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作者 赵俊荣 晋绿生 郭金强 《干旱区地理》 CSCD 北大核心 2010年第1期45-50,共6页
利用石河子C波段Doppler雷达资料,对2008年8月26日下午至傍晚发生在天山北坡带中部石河子垦区全区性的一次强对流天气过程进行分析,结果表明:引起这次全区性的强对流天气风暴具有超级单体风暴的特征。这个超级单体南边出现明显的出流边... 利用石河子C波段Doppler雷达资料,对2008年8月26日下午至傍晚发生在天山北坡带中部石河子垦区全区性的一次强对流天气过程进行分析,结果表明:引起这次全区性的强对流天气风暴具有超级单体风暴的特征。这个超级单体南边出现明显的出流边界,并位于弧形回波带的南部。组合反射率因子垂直剖面图上呈现出有界弱回波区、回波悬垂和有界弱回波区左侧的回波墙,最大回波强度出现在沿着回波墙的一个竖直的狭长区域,其值达到65 dBZ、位于回波墙中上部。在中低层径向速度图上,弧形回波带的北部出现辐合区,其东南部呈现出一个中尺度气旋,旋转速度达到20 m/s,风暴顶为强烈辐散,正负速度差值达52 m/s,其中3 000~6 000 m之间表现最为典型;与中气旋对应的回波强度和回波顶高以及垂直液态含水量都在暴雨中心附近达到最大。50dBz的回波顶高达9.8 km、宽度约10 km,60 dBz的回波顶高达到8.7 km、宽度约7 km,65 dBz的回波顶高达到8.0 km、宽度约2 km,垂直液态含水量从16∶16的8 kg/m跃增到17∶34的70 kg/m,该超级单体的移动方向在盛行风向的右侧约30°,属于右移风暴。 展开更多
关键词 doppler雷达 超级单体 弧形回波带 中气旋
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An Algorithm on Convective Weather Potential in the Early Rainy Season over the Pearl River Delta in China 被引量:2
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作者 冯业荣 汪瑛 +1 位作者 彭涛涌 闫敬华 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2007年第1期101-110,共10页
This paper describes the procedure and methodology to formulate the convective weather potential (CWP) algorithm. The data used in the development of the algorithm are the radar echoes at 0.5° elevation from Gu... This paper describes the procedure and methodology to formulate the convective weather potential (CWP) algorithm. The data used in the development of the algorithm are the radar echoes at 0.5° elevation from Guangzhou Doppler Radar Station, surface observations from automatic weather stations (AWS) and outputs of numeric weather prediction (NWP) models. The procedure to develop the CWP algorithm consists of two steps: (1) identification of thunderstorm cells in accordance with specified statistical criteria; and (2) development of the algorithm based on multiple linear regression. The thunderstorm cells were automatically identified by radar echoes with intensity greater than or equal to 50 dB(Z) and of an area over 64 square kilometers. These cells are generally related to severe convective weather occurrences such as thunderstorm wind gusts, hail and tornados. In the development of the CWP algorithm, both echo- and environment-based predictors are used. The predictand is the probability of a thunderstorm cell to generate severe convective weather events. The predictor-predictand relationship is established through a stepwise multiple linear regression approach. Verification with an independent dataset shows that the CWP algorithm is skillful in detecting thunderstorm-related severe convective weather occurrences in the Pearl River Delta (PRD) region of South China. An example of a nowcasting case for a thunderstorm process is illustrated. 展开更多
关键词 convective weather potential NOWCASTING doppler radar mesoscale numerical model
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S波段和X波段雷达定量降水估计在台风“格美”影响浙江期间的评估分析 被引量:3
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作者 赵军平 张智察 +3 位作者 周方毅 冯晓伟 李闰秋 刘佳利 《海洋气象学报》 2025年第1期12-22,共11页
利用ERA5数据、S波段双偏振多普勒天气雷达、X波段双偏振相控阵天气雷达和加密自动气象站等资料,对2024年台风“格美”引发的浙江强降水成因进行分析。结果表明:(1)“格美”影响期间,浙江东南沿海暴雨集中,累计降雨量大,温州南部出现特... 利用ERA5数据、S波段双偏振多普勒天气雷达、X波段双偏振相控阵天气雷达和加密自动气象站等资料,对2024年台风“格美”引发的浙江强降水成因进行分析。结果表明:(1)“格美”影响期间,浙江东南沿海暴雨集中,累计降雨量大,温州南部出现特大暴雨。(2)西南季风和副热带高压西侧的东南急流为“格美”提供了充足的水汽和能量,山脉地形对降水的增幅作用显著。(3)S波段双偏振雷达探测距离远,强回波区域数据可信度较高。X波段相控阵雷达时空分辨率较高,能有效捕捉降水过程中低仰角双偏振参数特征,有效提升低层盲区观测能力。X波段的双偏振参数整体数值相对较高,但在强回波之后表现出一定的衰减现象。(4)X波段雷达组网、S波段雷达的定量降水估计(quantitative precipitation estimation,QPE)产品均对强降水的表征能力较好,但强降水样本数偏少可能导致QPE评估指标出现较大波动。X波段在局地强降水捕捉方面具备高分辨率优势,S波段雷达能探测更大范围降水,但对于40 mm·h^(-1)以上的强降水估计能力偏弱。(5)X波段雷达组网的QPE对降水落区和强度估计相对较好,不同雨强的命中率均高于S波段雷达。7月26日02—05时,台州强降水命中率平均为88%,较S波段提升63%;但空报率和偏差也偏大。 展开更多
关键词 台风“格美” X波段双偏振相控阵天气雷达 S波段双偏振多普勒天气雷达 定量降水估计
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基于精细化多普勒天气雷达的强对流回波研究
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作者 吴嘉伟 王坤 +2 位作者 陈明 姜淑杨 李皓辰 《气象水文海洋仪器》 2025年第2期10-14,共5页
为了更好地应用多普勒天气雷达精细的空间分辨力和快速的数据更新能力,文章对精细化多普勒天气雷达在强对流天气过程中的识别应用进行了研究,结果得出精细化雷达产品能够提高产品像素与像素间的连续性,使雷达回波更接近实际情况。精细... 为了更好地应用多普勒天气雷达精细的空间分辨力和快速的数据更新能力,文章对精细化多普勒天气雷达在强对流天气过程中的识别应用进行了研究,结果得出精细化雷达产品能够提高产品像素与像素间的连续性,使雷达回波更接近实际情况。精细化的雷达更能够抓住雷达产品的极端值,更好地观测到大风速区的精细结构,有利于得出雷暴大风出现的可能性,在识别龙卷时TVS特征参数比较明显。升级后的精细化多普勒天气雷达对中小尺度强对流回波监测和识别的能力有了较明显的提升,同时提高了短时临近预报的准确性。 展开更多
关键词 多普勒天气雷达 精细化探测 强对流回波
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西风带背景下广州龙卷天气过程分析及数值模拟
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作者 黄舒婷 张春燕 +2 位作者 曾智琳 张泽宇 张少婷 《广东气象》 2025年第4期1-6,共6页
为探讨西风带龙卷的对流风暴结构与演变特征,采用地面和高空气象观测资料与多普勒天气雷达观测资料,对2014年5月21日西风带天气背景下珠江三角洲产生的龙卷过程进行分析,结果表明:(1)龙卷发生在较强的低层(0~1km)垂直风切变环境中,具有... 为探讨西风带龙卷的对流风暴结构与演变特征,采用地面和高空气象观测资料与多普勒天气雷达观测资料,对2014年5月21日西风带天气背景下珠江三角洲产生的龙卷过程进行分析,结果表明:(1)龙卷发生在较强的低层(0~1km)垂直风切变环境中,具有中等强度的对流有效位能、高K指数以及明显的“上干下湿”不稳定层结等特征。(2)龙卷发生在由降水产生的负变温区一侧,其降水所形成的冷池与地面的暖湿气流相互作用,有利于局地小尺度的气旋性辐合。(3)龙卷是从超级单体中产生,具有清晰的钩状回波和深厚的中气旋特征,存在入流缺口/有界弱回波区。(4)数值模拟发现3支气流辐合边界和超级单体风暴的相互作用,为龙卷风暴的形成提供了有利条件。 展开更多
关键词 天气学 西风带龙卷 环境条件 多普勒天气雷达 数值模拟 广州
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双向加窗技术下多普勒天气雷达回波信号识别系统设计
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作者 蒋锐 杨泉林 +2 位作者 何建松 舒康宁 赵梅珠 《计算机测量与控制》 2025年第5期262-270,共9页
多普勒天气雷达是一种利用多普勒效应探测大气中粒子运动状态和速度的雷达系统;由于距离分辨率的限制和目标反射的复杂性,多普勒雷达在接收信号时会出现不同距离上回波信号的混叠问题,难以捕捉到全面的频谱信息,影响了对天气现象的监测... 多普勒天气雷达是一种利用多普勒效应探测大气中粒子运动状态和速度的雷达系统;由于距离分辨率的限制和目标反射的复杂性,多普勒雷达在接收信号时会出现不同距离上回波信号的混叠问题,难以捕捉到全面的频谱信息,影响了对天气现象的监测效果;为此,对双向加窗技术下多普勒天气雷达回波信号识别系统进行了研究;通过改装设计天线/馈线、雷达发射机、雷达接收机等元件,优化多普勒天气雷达回波信号生成器,增设信号滤波器,优化信号处理器的工作方式,完成系统硬件部分的优化设计;通过同步采样技术和编码技术,构建系统数据库表和逻辑连接,完成识别系统回波信号低延时采集和高效存储;采用矩形窗和汉宁窗双向加窗技术抑制背景噪声和杂音,提高信号的清晰度,完成对初始回波信号的处理,基于蝶形运算从时域和频域两个方面综合提取信号特征;根据不同气象条件下回波信号特征,设置多普勒天气雷达回波信号识别标准,根据标准特征匹配结果得出识别结果,完成多普勒天气雷达回波信号双向加窗识别系统设计;通过系统测试得出结论:优化设计系统的误识率降低了2.55%,系统误识率波动幅值能够控制在0.5%以下,即优化设计系统在识别功能和运行性能两个方面具有明显优势。 展开更多
关键词 多普勒天气 雷达回波信号 双向加窗 信号识别 矩形窗 汉宁窗
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机场多普勒天气雷达台站遮蔽角测量方法研究
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作者 张兆鹏 雷江 +1 位作者 梁石 张涛 《测绘与空间地理信息》 2025年第9期190-193,共4页
以某机场多普勒天气雷达台站为例,充分利用已有测绘成果,将全站仪免棱镜测量、GNSS测量和CASS制图等内外业技术交叉融合运用,结合优化后的内业分析工具和外业调查模式构建出一套以内业为主、外业为辅的机场多普勒气象雷达台站场地环境... 以某机场多普勒天气雷达台站为例,充分利用已有测绘成果,将全站仪免棱镜测量、GNSS测量和CASS制图等内外业技术交叉融合运用,结合优化后的内业分析工具和外业调查模式构建出一套以内业为主、外业为辅的机场多普勒气象雷达台站场地环境调查测绘的方法,并利用开发的“遮蔽角和等射束高度图生成”工具对成果图进行了快速绘制,同时对气象雷达台站四周遮挡情况进行了分析。结果表明,本文构建的遮蔽角测绘方法优化了内业数据处理和外业调查模式,提高了工作效率,保证了测绘成果的质量。同时,测定的雷达台站四周障碍物的遮蔽角成果可靠性高,可作为障碍物的限制高度评估、较大障碍物及时拆除和气象台站更新建设的基础数据。 展开更多
关键词 多普勒天气雷达 超站仪 遮蔽角 障碍物 等射束高度
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不同数据源气象资料判断冰雹特征
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作者 陈平 韩乾 《气象水文海洋仪器》 2025年第4期70-73,共4页
为进一步提高多普勒天气雷达技术对降雹、龙卷、超级单体风暴等特征的提取能力,系统地分析了对流有效位能、0~6 km垂直风切变、湿球温度0℃高度特征与对流天气系统的相关性,构建了针对冰雹天气系统的诊断方案。研究结果显示,合理应用多... 为进一步提高多普勒天气雷达技术对降雹、龙卷、超级单体风暴等特征的提取能力,系统地分析了对流有效位能、0~6 km垂直风切变、湿球温度0℃高度特征与对流天气系统的相关性,构建了针对冰雹天气系统的诊断方案。研究结果显示,合理应用多普勒天气雷达技术对于提升冰雹预警具有积极的实际意义,对于气象预报服务的优化和农业生产安全具有显著的应用价值。 展开更多
关键词 多普勒天气雷达 环境特征 雷达数据处理 雷达回波特征识别
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海风锋触发对流的研究进展与展望
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作者 许长义 王彦 梁康壮 《气象科技进展》 2025年第5期29-40,共12页
海风锋是海风环流前缘形成的中尺度锋面系统,具有类似冷锋的动力特征,是沿海地区强对流天气的主要触发机制之一。海风锋触发强对流的物理过程研究是沿海中尺度气象学的重点和难点,也是提升沿海局地突发性强对流天气短时临近预报水平的... 海风锋是海风环流前缘形成的中尺度锋面系统,具有类似冷锋的动力特征,是沿海地区强对流天气的主要触发机制之一。海风锋触发强对流的物理过程研究是沿海中尺度气象学的重点和难点,也是提升沿海局地突发性强对流天气短时临近预报水平的关键所在。为加深对海风锋触发对流机理的认识并系统梳理最新研究成果,文中综述了海风锋的水平和垂直结构特征、垂直伸展高度、向内陆推进距离及移动速度等基本属性;重点总结了海风锋与阵风锋、弱冷锋、城市热岛、水平对流卷、湖(河)风锋及涌等边界层辐合系统相互作用触发对流的观测事实与数值模拟研究成果。结果表明,上述相互作用过程通过改变局地动力、热力条件,调控对流的触发时间、位置及强度,为阐释局地对流触发机制及优化突发强对流天气的预报预警模型提供了科学依据。针对当前研究中边界层精细观测能力不足、区域差异机理不清等问题,建议未来重点加强边界层多要素协同探测技术研发,并开展不同气候区海风锋与其他边界层辐合系统相互作用的气候学统计特征及物理机理研究,以期进一步完善海风锋触发对流的理论体系。 展开更多
关键词 多普勒天气雷达 海风锋 对流触发 边界层辐合系统
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基于多普勒天气雷达的一次对流天气短临预报分析
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作者 陈平 韩乾 《气象水文海洋仪器》 2025年第3期48-51,55,共5页
为了提高雷达在对流天气识别和短临预报方面的准确性,分析了多普勒天气雷达的物理参数和扫描策略,重点探讨雷达数据在强对流天气监测中的关键应用。采用雷达反射率因子、径向速度、谱宽等基本参数和体扫数据,通过算法优化和动态阈值设置... 为了提高雷达在对流天气识别和短临预报方面的准确性,分析了多普勒天气雷达的物理参数和扫描策略,重点探讨雷达数据在强对流天气监测中的关键应用。采用雷达反射率因子、径向速度、谱宽等基本参数和体扫数据,通过算法优化和动态阈值设置,增强对降雹、短时强降水和龙卷等特征的提取能力。系统分析多普勒雷达数据特征与对流天气系统的相关性,构建针对不同天气系统的定制化参数配置方案。研究结果表明,合理应用多普勒天气雷达技术对于提升短临预报精度具有积极的实际意义,对于气象预报服务的优化和农业生产安全具有显著的应用价值。 展开更多
关键词 多普勒天气雷达 对流天气短临预报 雷达数据处理 雷达回波特征识别
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基于双偏振脉冲多普勒测雨雷达的灾害天气自动识别
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作者 赵红兵 郭秋峰 +2 位作者 吕艳 温传磊 赵海林 《绿色科技》 2025年第20期1-4,共4页
常规灾害天气自动识别系统多采用固定点位识别节点,导致识别效率较低且误识率较高。为此提出基于双偏振脉冲多普勒测雨雷达的灾害天气自动识别方法。该方法首先进行雷达资料的获取与预处理,通过组合优化策略提升识别效率,并完成自动识... 常规灾害天气自动识别系统多采用固定点位识别节点,导致识别效率较低且误识率较高。为此提出基于双偏振脉冲多普勒测雨雷达的灾害天气自动识别方法。该方法首先进行雷达资料的获取与预处理,通过组合优化策略提升识别效率,并完成自动识别系统的核心+边缘节点层级部署。在此基础上,构建双偏振脉冲多普勒测雨雷达灾害天气自动识别模型,并采用回报标定处理技术实现灾害天气的自动识别。结果表明:针对随机选取的8:00、12:00、14:00、18:00和20:00 5个时段,与路测图像结合改进ResNet50网络的灾害天气识别方法及K-means聚类算法沙尘天气识别方法相比,此次设计的双偏振脉冲多普勒测雨雷达方法误识率显著降低,说明此次设计的灾害天气自动识别方法更具灵活性、多样性,控制效果更优,识别效率大幅提升,具有显著的应用价值。 展开更多
关键词 双偏振脉冲 多普勒测雨雷达 雷达覆盖 灾害天气 自动识别 远程识别
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