BP神经网络在GPS高程拟合中的应用探讨     

钱建国  刘淑亮 《测绘与空间地理信息》2017,(1)

神经网络算法一直是国内外研究的热点问题,BP神经网络算法具有更小的模型误差,因此,被广泛应用于GPS高程拟合。本文通过对同一区域GPS高程拟合的应用探究,运用迭代运算对比BP神经网络算法与多项式拟合数据,从而证明BP神经网络在一定条件下具有更高的精度,更加突出了BP神经网络算法的实用性。  相似文献   

不同型号GNSS在同一控制网中的兼容性分析     

张天红  杨福涛  黄金鑫 《测绘与空间地理信息》2017,(1)

随着GNSS广泛应用于地籍测量和工程测量、大坝和大型建筑物变形检测以及地壳运动观测等领域。在布设控制网和施工过程中,往往存在同一型号仪器数量不足的问题。为解决这一问题,本文在同一控制网中使用不同型号的仪器同时作业,将不同接收机数据格式进行统一,并处理各种卫星信号,并进行联合基线解算、平差。研究结果表明:不同型号接收机在同一控制网中联合应用精度高于同一型号接收机在同一控制网中联合应用精度。  相似文献   

天津港秋冬季低能见度数值释用预报研究   总被引：3，自引：1，他引：2  

吴彬贵  张建春  李英华  王亚男  徐梅  陈靖  王雪莲  郭晓军  邱晓滨 《气象》2017,43(7):863-871

本文利用近5年(2009—2013年)天津港资料,分析了该地区大气能见度的分级特征。采用7年秋、冬季NCEP(2006—2012年)和地面资料,通过相关分析给出了对港口低能见度天气有高影响的高、低空物理量因子;排除沙尘和降水天气,针对不同区间的能见度样本,利用BP神经网络方法分类训练了3个统计模型;并与WRF天气模式产品对接,采用分步筛选法,研发了天津港秋、冬季72 h时效的逐时能见度BP释用预报产品。经过3年业务运行,检验结果表明:对逐时能见度而言,BP释用预报对10 km以下低能见度比WRF模式的预报技巧显著提高,达到10.5%~35.4%;其中对0.5 km大雾的预报技巧总体相当,但当WRF预报有降水时,WRF模式预报结果略优;对0.5~1 km的大雾预报,WRF模式的预报技巧1%,BP释用预报提高到了14%~21%。日最低能见度的检验表明:对小于1 km的大雾过程,BP释用预报的TS评分平均达到75%,比WRF预报技巧提高了24%;对1~10 km的低能见度过程,比WRF的预报技巧平均提高了60%。  相似文献   

Delineating Hierarchical Hospital Service Areas in Florida          下载免费PDF全文

Peng Jia  Fahui Wang  Imam M. Xierali 《Geographical review》2017,107(4):608-623

Hospital service area (HSA) and hospital referral region (HRR), known as a hierarchical HSA system, have been used as analysis units in a growing body of large‐scale studies of healthcare spending, utilization, and outcome in the United States. However, the popular Dartmouth HSAs and HRRs were produced more than two decades ago and are unable to represent contemporary healthcare markets. This research uses a revised Huff Model to delineate two levels of hospital service areas in Florida, resulting in sixty‐four HSAs nested in twenty‐one HRRs. Three elements distinguish our method from existing work. First, a best‐fitting distance‐decay function derived from the actual travel pattern of hospitalization is embedded in the Huff Model to strengthen the model's theoretical foundation in individual spatial behavior. Secondly, the hierarchal central place structure is supported by the differing travel‐friction coefficients for general versus specialized patients; general patients experience a steeper gradient and thus a shorter average travel range that supports delineating more HSAs of smaller area size, and specialized patients exhibit a flatter gradient and thus a longer average travel range that leads to fewer HRRs of large‐sized areas. Finally, the delineation method automated in geographic information systems (GIS) can be easily replicated in other regions to define large‐scale and consistent hierarchical HSA systems.  相似文献   

What does Gunshot Detection Technology tell us about gun violence?     

《Applied geography (Sevenoaks, England)》2017

PurposeEvaluate the sensitivity of Gunshot Detection Technology (GDT) relative to Calls for Service. Existing crime data sources have biases that do not present a complete picture of gun-related crime. GDT may offer a new metric for firearm crimes. However, few studies have assessed the accuracy of GDT and its relationship to other measures of violence.MethodsGDT and gun crime-related Calls for Service in Washington, DC during 2010 were studied. Using temporal comparisons for month, day of year, weekday, and hour of the day, spatial comparisons on a quarter-mile square grid, and a Poisson-Lognormal-CAR spatial regression model on a combined grid by time period dataset, we examined the sensitivity of GDT activations relative to gunshot-related calls for service.ResultsThe results showed that relative GDT sensitivity changed by time and by space. In particular, the relative sensitivity of GDT was much stronger in the evening and at nighttime than in the daytime. In terms of spatial variation, we found that GDT sensitivity decreased with distance from the nearest zone centroid. In addition, there were two small geographic areas in the study area in which the relative GDT sensitivity was lower than expected.ConclusionsGDT systems identify the frequency and locational accuracy of gunshot incidents, particularly at nighttime. This technology has the potential to improve data collection on gun use and violence and produce more accurate representations if the temporal and distance limitations of the technology are understood. GDT may improve gun detection and, thereby, improve police operations and public support for police.  相似文献   

Between coercion and consent: the politics of “Cooperative Governance” at a time of “Austerity Localism” in London     

Joe Penny 《Urban geography》2017,38(9):1352-1373

At a time of “austerity localism”, this paper explores how local authorities in London, England, are simultaneously addressing the dual pressures of delivering fiscal retrenchment and of enrolling citizens in new participatory public service arrangements, asking whether “these trends pull against one another, in opposite directions, or whether they are the tough and tender dimensions of a singular process: austerian management” Drawing on empirical research into the London Borough of Lambeth’s Cooperative Council agenda, as well as Foucauldian and Gramscian critiques of participatory network governance theories and practice, this paper shows how participatory forms of governance can be folded into the logic of hierarchy and coercion through various governmental technologies of performance and agency (consent), and through tactics of administrative domination (coercion). As budget cuts continue to affect local government in England, this paper concludes that although small experiments in participatory governance may persist, the dominant mode of governance is likely to shift towards more hierarchical and coercive forms.  相似文献   

中国地理与资源期刊集群化服务平台的发展与实践   总被引：3，自引：1，他引：2  

朱晓华  何书金  袁丽华 《地理学报》2017,72(5):918-941

学术期刊的集群发展已经成为国际趋势,国外出版集团稳居科技期刊的霸主地位,中国科技期刊的集群化发展还处于起步阶段。自2006年起,中国地理与资源期刊及其期刊人经过10年持续不断的努力,积极应对国内外期刊发展的机遇与挑战,勇于创新,已经基本形成中国地理与资源期刊集群化服务平台发展的战略构想,并成功地推出了拥有54家加盟期刊并且模块功能完备的集群化服务平台网站（www.geores.com.cn）、统一的在线采编系统、底层数据的结构化、富媒体出版、手机APP与微信服务公众号、数据出版、科研云助手系统、媒体宣传与推广、中国地理与资源权威专家库、中国地理会议服务系统、中国地理编辑出版年会、不定期的专题性期刊沙龙、《中国地理与资源国情快报》政策版与科普版、“具影响力中国地理期刊优秀论文”等14项具有显示度的期刊多元增值产品,事业思路清晰,行动果敢有力,工作扎实有序,集群功能完备,投入产出比高,极大地推动了中国地理与资源期刊由传统纸质出版向富媒体出版、由文献生产者向学科与社会集成型知识服务提供平台的两大根本性转型,这使得中国地理与资源期刊更加掌握了主动,把握了先机,开启了中国地理与资源期刊集群发展的新局面和新时代。  相似文献   

生态系统服务权衡研究进展：从认知到决策   总被引：27，自引：5，他引：22  

彭建  胡晓旭  赵明月  刘焱序  田璐 《地理学报》2017,72(6):960-973

作为沟通自然生态系统与人类社会的重要桥梁,生态系统服务一直以来都是地理学、生态学等学科的研究前沿和热点。正确认知生态系统服务之间的关系,是开展多种生态系统服务可持续管理决策的前提,有助于人类福祉的全面提升。本文通过厘定生态系统服务权衡的概念内涵,梳理了生态系统服务权衡的空间、时间和可逆性特征,将多层次人类福祉的满足作为权衡的最终目标,视生态补偿为权衡决策的基本保障途径。生态系统服务权衡关系的识别依托于定量指标法和综合模型法,且权衡关系可能随时空尺度的推移发生改变;情景分析与多目标分析是生态系统服务权衡决策的有效手段。生态系统服务权衡多尺度关联、生态系统服务流与远程耦合、生态系统服务消费与生态补偿,成为当前生态系统服务权衡研究的重点方向。  相似文献   

中国城市网络等级结构特征及组织模式——基于铁路和航空流的比较   总被引：34，自引：6，他引：28  

王姣娥  景悦 《地理学报》2017,72(8):1508-1519

交通流是反映城市间社会经济联系的重要表征,被广泛应用于城市网络研究中。基于2010年中国城际铁路与航空客流OD数据,本文从城市节点、流量、子网络视角对中国城市网络的结构特征与组织模式进行了比较研究,发现：① 铁路与航空流视角下的中国城市网络均呈现出以北上广为顶层节点的空间等级结构体系,但除顶层结构外两种网络结构差异较大。② 城市网络体系中的铁路流联系表现出空间邻近性特征,而航空流联系则主要受到城市节点的规模大小与职能属性的影响。③ 铁路流的首位联系受省级行政区划的制约,航空流的首位联系空间跨度大,形成了若干具有垂直层间联系的地域子系统。④ 铁路网络拥有具有显著地域特征的7个子网络,而航空网络中则不存在明显的子网络。技术经济特征与管理体制是造成铁路与航空两种网络特征差异的主要原因。  相似文献   

Fishing in the Amazonian Forest: A Gendered Social Network Puzzle     

I. Díaz-Reviriego  Á. Fernández-Llamazares  P. L. Howard  J. L. Molina  V. Reyes-García 《社会与自然资源》2017,30(6):690-706

We employ social network analysis (SNA) to describe the structure of subsistence fishing social networks and to explore the relation between fishers’ emic perceptions of fishing expertise and their position in networks. Participant observation and quantitative methods were employed among the Tsimane’ Amerindians of the Bolivian Amazon. A multiple-regression quadratic assignment procedure was used to explore the extent to which gender, kinship, and age homophilies influence the formation of fishing networks. Logistic regressions were performed to determine the association between fishers’ expertise, their sociodemographic identities, and network centrality. We found that fishing networks are gendered and that there is a positive association between fishers’ expertise and centrality in networks, an association that is more striking for women than for men. We propose that a social network perspective broadens understanding of the relations that shape the intracultural distribution of fishing expertise, as well as natural resource access and use.  相似文献