文本特征提取的研究进展     

曾明睿  袁梦奇  邵曦  鲍秉坤  徐常胜 《南京气象学院学报》2019,11(6):706-715

文本理解是人工智能的一个重要分支,其技术推动了人与计算机之间在自然语言上的有效交互.为了让计算机准确地理解和感知文本数据,文本特征提取是最为基础和关键的步骤之一.基于此,本文介绍文本特征提取研究的发展历史,以及近年来主流特征提取的方法,并对未来的研究方向进行展望.首先,介绍语义最底层的词级表示;接着,总结在词级表示基础上衍生出的句级表示上的研究进展;随后,介绍比词级表示和句级表示更高层的篇分析;最后,通过文本特征提取的一个典型应用——问答系统的介绍,阐述文本特征提取的最新方法和技术在问答系统上的应用,并对未来的研究方向做了展望.  相似文献   

国家级天气预报检验分析系统建设与应用   总被引：1，自引：1，他引：0       下载免费PDF全文

韦青  李伟  彭颂  薛峰  赵声蓉  张金艳  齐丹 《应用气象学报》2019,30(2):245-256

为了适应精细化预报和业务管理的发展需求,国家气象中心建设开发了基于Web的国家级天气预报检验分析系统。系统分为预报检验、检验文件解析处理、检验数据查询分析与检验平台管理4个功能模块,关键技术包括标准化的数据管理、开放式的算法模块管理与调度和检验数据的可视化分析。系统建立了规范高效的检验业务数据流程,兼容处理预报分析制作系统（MICAPS）数据、GRIB2数据、城镇报数据、自动气象站数据等其他专业气象数据,涵盖了国家级省级智能网格预报、全国城镇天气预报、定量降水预报、大城市空气质量预报等数十项检验业务产品,给出了空间分布、柱状图及数据表格等展现形式。系统为全国各级预报员、模式开发人员和管理人员提供预报检验反馈信息,为各省以及国家级预报业务考核提供了信息支撑;同时系统提供逐旬、月、年度的智能网格预报以及城镇天气预报的检验结果对比,有力支撑了智能网格预报产品业务研发和业务试验。  相似文献   

基于不同分辨率和参数化方案的新疆区域数值模式性能初步评估     

杜娟  李曼  于晓晶  辛渝 《沙漠与绿洲气象(新疆气象)》2019,(3):57-65

基于中尺度数值模式WRF,选取新疆两次强降水过程,设计3个试验方案,其中试验1为控制试验,试验2提高分辨率,试验3提高分辨率并调整物理参数化方案,初步评估不同分辨率和参数化方案对新疆区域2m温度、10m风速、降水预报的影响。结果表明:(1)提高分辨率对2m温度、10m风速模拟精度均有提高,2m温度预报精度提高约0.5℃,降低了日间温度模拟冷偏差;10m风速预报精度提高约0.5m/s,降低了风速模拟正偏差;但提高分辨率后,模式出现虚假降水预报的情况。(2)提高分辨率并调整物理参数化方案后,2m温度模拟误差略有减小,模拟偏差减小约0.2℃;10m风速模拟误差增大约0.5m/s,模拟偏差增大超过0.5m/s;对降水落区、量级的模拟精度显著提高,减小了降水中心的模拟强度,对虚假降水预报有一定修正。  相似文献   

山东滨州市冰雹天气分型和预报方法研究     

王培涛  王凤娇  张婷婷 《沙漠与绿洲气象(新疆气象)》2019,(3):33-40

利用山东滨州市7个国家气象站与61个人影作业站点观测资料,结合高空观测及探空、ECMWF再分析等资料,对2001—2011年滨州降雹时空分布特征、天气系统和物理量特征、降雹形势分型和预报方法进行研究。得出:(1)降雹日数年均8.6次,总体呈现明显下降的年际变化特征;4—10月可降雹,6—7月降雹最多;降雹主要出现在14时—翌日02时;北部沿海相对较多。(2)降雹形势主要有5种类型:冷涡型降雹、低槽型降雹、横槽型降雹、西北气流型降雹、其他小范围降雹。根据冷涡中心位置冷涡型划分为两个关键区;低槽型可分为前倾槽、阶梯槽、较深低槽、与中低纬度共同作用的槽;横槽型降雹范围广、破坏性大;西北气流型存在连续性。(3)4类13种物理量具有不同分布特征和变异系数,均具有较好的代表性。不同月份、不同降雹影响程度和影响系统,物理量具有较明显差别。(4)0℃层高度在1370~5331m时,7种物理量可用于预报冰雹,K≥17℃、T850-500≥25℃、LI≤2℃、SRH≥0.1m^2·s^-2、SSI≥240、SWEAT≥100、Cape≥2J·kg^-1时可能降雹。6月、7—8月和其它月分别有3种、1种、3种物理量指标组合可用于预报冰雹,物理量的组合和数值有差异。  相似文献   

内蒙古东南部暴雨洪涝灾害风险评估与区划——以通辽市为例     

李思慧 《内蒙古气象》2019,(1):23-28

文章选取通辽市各气象站点气象数据、基础地理信息数据、历史灾情数据、第二次土地调查数据及相关社会经济等统计数据,基于自然灾害风险原理,利用数理统计、层次分析法及空间叠加分析等方法,提出了通辽市暴雨洪涝灾害风险评价指标体系,得到通辽市暴雨洪涝灾害风险评估空间分布图。结果表明:高风险区主要分布在通辽市北部山区、中东部地区及偏南部地区,包括扎鲁特旗鲁北镇、科尔沁区、科左中旗东南部及库伦旗东南部;而科左后旗大部地区易形成由短时强降水引发的洪涝,为次高风险区;低风险区及次低风险区主要分布在通辽市中部、西南部地区,包括开鲁县、奈曼旗北部、科左中旗西部。  相似文献   

Effect of connecting rain barrels on the storage size reduction     

Yongwon Seo  Nam‐Jeong Choi  Daeryong Park 《水文研究》2012,26(23):3538-3551

In this article, the possibility of sharing rain barrels and the potential benefit of reducing storage size through physical and non‐physical connections of rain barrels in a community are investigated. Using the concepts of homogeneous/heterogeneous users in rainwater harvesting systems (RWHS), two simple cases of a community composed of four prospective users are examined. The first is performed with the users who have the same mean and variance in water demands (homogeneous users), and the second is with the users with different means and variances (heterogeneous users). To take account for the rainfall characteristics in different places, historical records from six cities in the USA are used for storage–reliability–yield analysis. The result indicates that required total storage can be reduced by connecting multiple rain barrels. In addition, a significant difference is found between homogeneous and heterogeneous user groups. Homogeneous users do not achieve a substantial benefit from connecting their rain barrels; these users may even be disadvantaged by sharing. In contrast, heterogeneous users receive benefit by reducing the total required storage. Most benefit is expected between users with maximum difference in mean water demands. The reduction in storage size was as considerable as 37% in this study. The quantity of storage reduction depends on locations and target reliabilities. Knowledge of the benefits and limitations of rain barrel connections can improve RWHS performance through ability to customize a network plan for individual users. Copyright © 2011 John Wiley & Sons, Ltd.  相似文献   

The REM Adjoint System and Its 4DVar Data Assimilation Experiments     

WANG Tie  MU Mu 《Acta Meteorologica Sinica》2010,24(6):749-761

The Regional Eta-coordinate Model(REM) has performed well in forecasting heavy rainfalls in China in recent years.A four-dimensional variational assimilation system(4DVar) is developed to improve the forecast skill of the REM.The tangent linear model and adjoint model codes are written according to thecode to coderule,and the establishment of the REM adjoint modeling system is introduced in detail in this paper.The tangent linear and adjoint models of the REM are validated against the observational data,...  相似文献   

A dual-porosity model for nitrogen leaching from a watershed/Un modèle à double porosité pour le lessivage de l’azote d’un bassin versant     

《水文科学杂志》2013,58(2)

Abstract

Abstract The MASONW (MACRO + SOILN + Watershed) model describing nitrogen leaching in watersheds was developed and tested. The model is based on the MACRO and SOILN models. The dual-porosity model MACRO simulates water flow on the field scale. The SOILN model describes turnover and leaching of nitrogen. Two main features of a watershed have been added into these two models: (a) the existence of a river system, and (b) variable thickness of the aeration zone within a watershed. Good agreement between the output of the MASONW model and observed data for water discharge and nitrate concentrations were achieved in the Odense watershed (496 km²) in Denmark.  相似文献   

Multistage deformation of linked fault systems in extensional regions: An example from the northern Perth Basin,Western Australia     

T. Song  P. A. Cawood 《Australian Journal of Earth Sciences》2013,60(6):897-903

Linked fault systems identified in the northern portion of the onshore Perth basin comprise north‐striking normal faults, the dominant structures in the basin, and hard linkages—east‐striking transfer faults. The former are either divided into segments of distinctive character by, or terminate at, the transfer faults. The fault systems were initiated by west‐southwest‐east‐northeast extension in the Early Permian but were reactivated by subsequent rifting with approximately east‐west extension in the Jurassic. They were also reactivated by the oblique extension of northwest‐southeast orientation associated with Gondwana continental breakup in the Late Jurassic ‐ earliest Cretaceous. In addition to reactivation, older structures of the linked fault families controlled the development of younger fractures and folds. During the oblique extension, the linked fault systems define releasing bends, characterised by a rollover anticline in the hangingwall of the Mountain Bridge Fault, and restraining bends where contractional folds are sites of major commercial hydrocarbon fields in the basin.  相似文献   

Dynamic analysis of a cylindrical casing–cement structure in a poroelastic stratum          下载免费PDF全文

Yang Xia  Yan Jin  Mian Chen  Yunhu Lu 《国际地质力学数值与分析法杂志》2017,41(12):1362-1389

The transient response of a cylindrical casing–cement structure in a poroelastic stratum under dynamic radial tractions is one of the significant issues during the analysis of downhole operations and the selection of safe material. Based on the Biot theory and general elastic mechanics, this paper gives a set of exact solutions for radial displacement, stresses for the casing–cement system and the pore pressure of the infinite surrounding poroelastic stratum in the Laplace transform space. Solutions are presented for three different types of transient radial loadings acting on the surface of casing, i.e., suddenly applied constant load, gradually applied step load and triangular pulse load. Time domain solutions are obtained using a reliable numerical method of inverse Laplace transforms. A detailed parametric study about the transient response is presented both at the casing–cement interface and the cement–stratum interface, and the distributions of the pore pressure and the effective stresses in the stratum are also examined. Copyright © 2017 John Wiley & Sons, Ltd.  相似文献