A Spatial Consistency Quality Control Method for Daily Surface Temperature Observations     

熊雄  唐红昇  张颖超  叶小岭 《热带气象学报(英文版)》2020,26(4):461-472

A new spatial consistency quality control method (SRF) based on the spatial regression test (SRT) and random forest (RF) was adapted to identify potential outliers in daily surface temperature observations in this article. For the new method, the SRT method was used to filter the data and the RF method was used to conduct regression. To evaluate the performance of the quality control method, the SRF, SRT and RF methods were applied to a surface temperature dataset with seeded errors from different regions of China from 2005 to 2014. Compared to SRT and RF, the results indicate that the SRF method outperforms the other two methods for the most cases. And the results of the comparison led to the recommendation that the SRF method improves the regression accuracy of traditional spatial consistency quality control methods and reduces the runtime of random forest through data refinement.  相似文献   

力觉临场感遥操作机器人(1):技术发展与现状     

宋爱国 《南京气象学院学报》2013,5(1):1-19

人机交互式机器人作为最具实用价值的特种机器人已成为当前机器人学研究的前沿和热点.临场感(Telepresence)技术是人机交互的核心.首先,回顾了力觉临场感遥操作机器人技术的产生、发展和现状,介绍了力觉临场感遥操作机器人在核领域、空间探测领域与远程医疗领域的应用情况;其次,对力觉临场感遥操作机器人的4大关键技术:传感技术、力反馈与触觉再现技术、大时延控制技术和虚拟预测环境建模技术等进行了综述;还介绍了东南大学仪器科学与工程学院机器人传感与控制研究所近20年来开展临场感遥操作机器人技术研究,以及在核探测、康复医疗领域应用的情况.通过回顾与分析,指出了力觉临场感遥操作机器人技术今后需要研究的几个重点问题.  相似文献   

1208号台风“韦森特”异常路径及其对珠三角南部暴雨影响成因分析   总被引：1，自引：0，他引：1  

方宇凌  夏冠聪  林泽金  麦建华 《广西气象》2013,(4):1-8,I0001

利用1°×1°NCEP再分析资料、全省遥测站资料、卫星云图、香港雷达图等资料,分析台风“韦森特”的环流背景场、物理量场特征,找出“韦森特”在南海中北部原地摆动和对珠三角南部强降水过程的物理成因：“韦森特”的原地摆动,与副热带高压、南海中部海温、还有台风内在的云系和风场结构的不对称有关;珠三角地区两侧附近存在弱的水汽通量辐合,在降水中心附近存在明显的上升运动,低层辐合、高层辐散,另外垂直螺旋场与降水中心的第一段降水期具有很好的对应关系.  相似文献   

新建地面气象自动站资料质量控制方法设计   总被引：9，自引：6，他引：3  

徐枝芳  陈小菊  王轶 《气象科学》2013,33(1):26-36

随着观测系统的加强,中国陆续出现许多新建的地面台站、地面自动观测站,但对这些新出现的台站由于缺少长时间序列的历史观测资料,无法通过本站观测统计分析建立质量控制技术.本文在传统的质量控制方法基础上,将全国地面观测站按照地域和气候特征分为8个区域,利用过去25 a存档的地面观测资料建立一套适合于新建地面自动站资料控制技术,对气压和温度采用极值检查、时间一致性检查和空间一致性检查等方法进行质量控制.并利用该质量控制技术对华南、长江中下游及华北地区2005年地面资料进行质量控制,结果表明:该控制方案能有效地将有问题的资料标识出来,可为新建地面自动站资料的应用提供一定的质量保障.不同区域的资料质量控制检查需依据不同地区的气候特点进行划分和统计,这样更能保障质量控制后资料的质量.  相似文献   

采用双权重算法进行FY-3A微波湿度计资料质量控制试验   总被引：2，自引：2，他引：0  

胡言青  官莉 《气象科学》2013,33(1):59-65

针对FY-3A卫星微波湿度计MWHS(Microwave Humidity Sounder)资料的质量控制进行研究.选用2010年冬季1月17-23日FY-3A微波湿度计MWHS LlC格式的全球观测资料作为研究对象,采用双权重算法对观测增量O-B进行质量控制,其中O是Fy-3A微波湿度计观测的亮度温度,B是基于NCEP GFS全球预报系统6h预报场用辐射传输模式RTTOV模拟的亮度温度值,目的是剔除受地表发射率或云影响的离群资料.结果表明,通过双权重的质量控制后,FY-3AMWHS3、4、5通道O-B的标准差明显减小了2～3K,同时,质量控制后O-B偏差和标准差随时间窗变化也很稳定,可见该方法除去异常资料的效果较为理想,能够应用到卫星资料的质量控制中.  相似文献   

浙西南热带气旋强降水主要影响因子     

林巧燕  郭品文  周国华  江剑霞 《气象科技》2013,41(1):121-125

对1950-2010年影响浙西南的热带气旋降水的移动路径、影响时间、强度、西风槽、西南季风以及地形等主要因子进行分析.结果表明:在玉环南-厦门一带登陆的热带气旋是影响浙西南的热带气旋中正面影响浙西南的类型,影响时间和最大平均过程降雨量、最大过程雨量存在着正相关关系,热带气旋的强度与其降水强度相关性较高.西风槽的存在不仅影响着热带气旋路径的变化,其槽前的西南气流也为热带气旋降水提供充足的水汽,同时槽后冷空气与热带气旋相结合,使丽水的西北部出现另一个强降水中心.西南季风为登陆后的热带气旋提供了水汽条件,使降水得到增幅.浙西南独特的地形,使在厦门以北到玉环以南登陆后西进、西北行或西北行后在120°E以西转向北上的热带气旋迎着山脉进入,降水强度明显加强.  相似文献   

SWAN系统中雷达反射率因子质量控制算法及其应用   总被引：4，自引：0，他引：4  

吴涛  万玉发  沃伟锋  冷亮 《气象科技》2013,41(5):809-817

介绍了SWAN系统中雷达反射率因子质量控制算法原理,包括数据预处理、孤立噪声回波过滤、超折射回波抑制3部分.数据预处理将原始雷达资料转换为统一的RD20格式,并检测数据质量.孤立噪声回波过滤包括双向搜索、回波特征量过滤法.超折射（Anomalous Propagation,AP）回波抑制采用模糊逻辑原理.介绍算法配置参数,通过对比分析武汉、随州、西安雷达AP识别因子概率分布图可知,三者是类似的,表明默认参数的适用性.评估表明,该方法可过滤掉大部分AP回波,缺点是未能识别部分远距离AP回波以及错误识别部分降水回波.  相似文献   

基于聚合点的网络多媒体业务拥塞控制     

丁旭阳  罗惠琼 《成都信息工程学院学报》2006,21(1):83-85

当前广泛开展的网络多媒体业务都存在不同程度的服务不稳定情况,其原因是架构于网络上的多媒体业务缺乏整体有效的网络控制机制.基于研究提出了一种基于聚合点的拥塞控制方法,能对网络多媒体业务进行有效的拥塞控制.与现有业务实施机制相比,该方案实现简单,能更有效保证业务的开展.  相似文献   

Microstructure,metamorphism, thermochronology and P-T-t-deformation history of the Port aux Basques gneisses,south-west Newfoundland,Canada*     

J. L. BURGESS  M. BROWN  R. D. DALLMEYER  C. R. VAN STAAL 《Journal of Metamorphic Geology》1995,13(6):751-776

Abstract The Port aux Basques gneisses comprise three lithostratigraphic units separated by major fault zones: the Grand Bay Complex; the Port aux Basques Complex; and the Harbor le Cou Group. A similar regionally developed polyphase history of penetrative deformation characterizes each of these units. Thickening during D1 produced rare recumbent folds (F1) and an axial planar schistosity (S1), overprinted by D2 recumbent folds (F2), and transposed during development of a locally penetrative, differentiated crenulation cleavage (S2). In western sectors of the area, D2 was associated with NW-directed reverse shearing. The NE-trending structural grain reflects D3 transpression, partitioned into dextral transcurrent movement along major shear zones and development of upright-to-steeply inclined, periclinal folds (F3) and a variably penetrative schistosity (S3). Amphibolite facies metamorphism increases in grade from west to east across the area. Microstructures, including porphyroblast-matrix foliation relations and internal textural unconformities in garnet, indicate episodic porphyroblast nucleation and growth, which reflect a prograde traverse sequentially across univariant reactions during syntectonic metamorphism. Garnet, kyanite and staurolite porphyroblasts are wrapped by the S2 foliation, but each may contain trails of inclusions that define S1; commonly these trails preserve early stages of S2 crenulation cleavage development. Progressive and sequential reaction out of kyanite, staurolite and muscovite in favour of sillimanite, garnet, biotite and K-feldspar, and the development of an increasing volume of anatectic migmatite in south-eastern sectors of the area record syn- to late-D2 peak metamorphic conditions. Microstructural relationships and petrogenetic grid considerations indicate clockwise trajectories in P-T space for units of the Port aux Basques gneisses. Peak metamorphic conditions are estimated to have been 620–650° C at ≤8kbar in the west and 700–750° C at ≤8 kbar in the east. Titanite from an upper amphibolite facies calc-silicate gneiss yields U-Pb ages of c. 420 Ma, interpreted to date cooling shortly after the thermal peak in these gneisses. Variable D3 strain was associated with some recrystallization of hornblende and micas. ⁴⁰Ar/³⁹Ar hornblende plateau isotope correlation ages range from c. 419 to c. 393 Ma, from east to west across the area, and are interpreted to record cooling through c. 500° C coeval with or soon after D3 deformation. The range in ages may record the effects of heterogeneous D3 deformation and differential uplift from south-east to north-west associated with displacement on major shear zones. ⁴⁰Ar/³⁹Ar muscovite plateau ages cluster at c. 390 Ma, and date cooling through c. 375° C during regional exhumation. Cooling rates are moderate to fast and may indicate a component of tectonic exhumation. The Port aux Basques gneisses are a product of Silurian collisional tectonics. The higher grade of metamorphism in comparison with adjacent areas of the Canadian Appalachians is interpreted to reflect greater thickening due to juxtaposition of the St Lawrence promontory (Laurentian margin) with the Cabot promontory (Avalonian margin) during closure of the Iapetus Ocean.  相似文献   

ON　REGIONAL　DIFFERENTIATION　OF　RIVER　WATER　ENVIRONMENT　CAPACITY　AND　STRATEGIES　TO　CONTROL　WATER　ENVIRONMENT　POLLUTION　IN　CHINA   总被引：2，自引：0，他引：2  

王华东  王淑华  鲍全盛  祁忠 《中国地理科学(英文版)》1995,5(2):116-124

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