参数优化DBSCAN算法的城管案件聚类分析   总被引：1，自引：0，他引：1  

伏家云  靖常峰  杜明义  付艳丽  戴培培 《测绘科学》2018,(8):135-140

针对DBSCAN算法参数对聚类结果具有较大的不确定性问题,该文提出了基于空间分析的参数优化思想:首先,基于Ripley’s K函数分析,实现自适应确定数据聚类范围EPS值;基于K-D树分析,实现自适应确定在Eps阈值内的点数量MinPts值;然后,基于以上参数的自适应确定思想,利用R语言编写了DBSCAN算法,进一步实现了数据的精确聚类。基于典型城市管理案件的实验结果表明:该方法充分考虑了空间数据统计特性,具有较好的适用性,聚类簇特征明显,聚类质量较高。  相似文献   

GIS多准则的城市垃圾楼空间布局优化选址     

刘思君  靖常峰  杜明义  付艳丽  戴培培 《测绘科学》2018,(8):45-49

针对城市公共设施的传统选址方法较少考虑空间维度因素的问题,该文提出了基于地理信息系统(GIS)多准则的城市公共设施选址模型,利用GIS多准则技术基于空间维度分析了城市自然环境和人文要素等综合影响下的公共设施选址方法,并以城市垃圾楼选址为例进行了实例应用。实验结果表明:该方法不仅充分考虑了城市复杂的地理环境,还深度探究了影响城市公共设施选址的综合性因素。  相似文献   

无人机和地面三维激光扫描仪在1∶500城市基本地形图测绘中的应用     

傅咏冬 《测绘工程》2018,(5):77-80

目前,对于城市1∶500数字化地形图数据的获取与更新中,全野外数字测图仍是主要的测绘方式。如何利用新的测量手段提高生产效率和降低劳动强度,是值得关注的问题。文中阐述无人机和地面三维激光扫描仪新技术在城市基本地形图测绘中的应用,利用无人机航测生产的1∶500正射影像图成果,辅助进行全野外测图;利用地面三维激光扫描仪,将快速获取的三维点云数据加以处理,用于测绘成果质量检查。通过这些新技术,对提高1∶500城市基本地形图的生产效率进行有益的尝试,对同类工程具有借鉴意义。  相似文献   

省市县一体化农村土地承包管理系统构建研究     

倪慧珠  傅月波  万术海  冯柏栋 《测绘工程》2018,(3):72-76

针对农村土地承包经营权确权登记成果海量数据需要实现信息化、动态化、网络化管理的需要,为满足省市县农经业务的互联互通,文中研究基于政务云平台的农村土地承包管理信息系统的实现。基于矢量栅格一体化切片的农经权地图服务框架,实现省市县地块与权属成果的集成展现、快速检索;采用多种地图渲染方式,实现多样化的地类显示,提供多入口多渠道的"以人查地,以地查人"的查询方式实现调查成果的综合展示;基于政务云业务权限控制策略,建立省、市、县三级农经权业务监管体系。系统通过在浙江省12个试点县市的试运行,能满足集成展现地块及业务成果、快速检索农经权属信息、高效办理日常业务的需求,实现省、市、县成果管理及业务办理的互联互通,为农经权业务管理提供高效支撑平台。  相似文献   

全球GPS测站垂向周年变化统计改正模型的建立   总被引：1，自引：1，他引：0  

傅彦博  孙付平  朱新慧  刘婧 《测绘学报》2018,47(10):1337-1345

对GPS测站坐标进行非线性变化的研究和建模,是削弱测站非线性运动的有效途径。由于导致测站坐标非线性变化的机制具有多样性和复杂性,目前还未能建立一个包含多种机制影响的理论改正模型来削弱测站的非线性运动。本文基于全球近500个实测的GPS测站垂向坐标残差时间序列,研究发现了测站垂向坐标周年项的全球分布规律,并分别针对南北半球构建了两个基于实测数据的周年变化统计改正模型。试验表明,本文提出的统计改正模型能削弱全球大部分GPS测站30%~50%的垂向坐标残差。  相似文献   

基于地铁控制网的广州市新CORS系统静态检测分析     

傅咏冬 《测绘与空间地理信息》2018,(5):80-82

2016年广州市对现有的3套CORS系统进行了优化整合,为了检验新CORS系统自身的稳定性,本文结合2016年广州市新布设的覆盖广州中心8区地铁四等控制网,简要介绍了基于地铁控制网的广州新CORS基准站静态检测的流程,包括构网策略、数据整理、基线解算、网平差、静态检测分析等,并得到可靠性的分析成果。结果表明该方法是可行的,对后续CORS系统稳定性分析有一定的指导意义。  相似文献   

江西省地级以上城市空间格局变化监测研究     

毛燕清  吴志斌  傅玮佳  徐玉玲 《测绘与空间地理信息》2018,(8):166-169

城区空间格局是城市发展的骨架,是由城市的空间要素在城市地域上分布和相互交织而成的空间关系[1-2]。利用2000、2005、2010、2015、2016年5期高分辨率正射影像提取江西省地级以上城市城区边界,对提取成果进行城市空间格局研究及空间结构分析。结果表明:江西省城市空间格局整体呈现出"北紧南松、一核南北双中心"的结构,研究成果为解决城市发展面临的"老城区交通拥堵,新城区粗放型扩展"等空间结构优化问题,提供了合理的规划建议以及技术支撑。  相似文献   

Climate Warming Mitigation from Nationally Determined Contributions     

Bo FU  Jingyi LI  Thomas GASSER  Philippe CIAIS  Shilong PIAO  Shu TAO  Guofeng SHEN  Yuqin LAI  Luchao HAN  Bengang LI 《大气科学进展》2022,39(8):1217-1228

Individual countries are requested to submit nationally determined contributions (NDCs) to alleviate global warming in the Paris Agreement. However, the global climate effects and regional contributions are not explicitly considered in the countries’ decision-making process. In this study, we evaluate the global temperature slowdown of the NDC scenario (?T = 0.6°C) and attribute the global temperature slowdown to certain regions of the world with a compact earth system model. Considering reductions in CO₂, CH₄, N₂O, BC, and SO₂, the R5OECD (the Organization for Economic Co-operation and Development in 1990) and R5ASIA (Asian countries) are the top two contributors to global warming mitigation, accounting for 39.3% and 36.8%, respectively. R5LAM (Latin America and the Caribbean) and R5MAF (the Middle East and Africa) followed behind, with contributions of 11.5% and 8.9%, respectively. The remaining 3.5% is attributed to R5REF (the Reforming Economies). Carbon Dioxide emission reduction is the decisive factor of regional contributions, but not the only one. Other greenhouse gases are also important, especially for R5MAF. The contribution of short-lived aerosols is small but significant, notably SO₂ reduction in R5ASIA. We argue that additional species beyond CO₂ need to be considered, including short-lived pollutants, when planning a route to mitigate climate change. It needs to be emphasized that there is still a gap to achieve the Paris Agreement 2-degree target with current NDC efforts, let alone the ambitious 1.5-degree target. All countries need to pursue stricter reduction policies for a more sustainable world.  相似文献   

Spatiotemporal Variations of Microwave Land Surface Emissivity (MLSE) over China Derived from Four-Year Recalibrated Fengyun 3B MWRI Data     

Rui LI  Jiheng HU  Shengli WU  Peng ZHANG  Husi LETU  Yu WANG  Xuewen WANG  Yuyun FU  Renjun ZHOU  Ling SUN 《大气科学进展》2022,39(9):1536-1560

Microwave Land Surface Emissivity (MLSE) over China under both clear and cloudy sky conditions was retrieved using measurements of recalibrated microwave brightness temperatures (Tbs) from Fengyun-3B Microwave Radiation Imager (FY-3B MWRI), combined with cloud properties derived from Himawari-8 Advanced Himawari Imager (AHI) observations. The contributions from cloud particles and atmospheric gases to the upwelling Tbs at the top of atmosphere were calculated and removed in radiative transfer. The MLSEs at horizontal polarizations at 10.65, 18.7, and 36.5 GHz during 7 July 2015 to 30 June 2019 over China showed high values in the southeast vegetated area and low values in the northwest barren, or sparsely vegetated, area. The maximum values were found in the belt area of the Qinling-Taihang Mountains and the eastern edge of the Qinghai-Tibet Plateau, which is highly consistent with MLSEs derived from AMSR-E. It demonstrates that the measurements of FY-3B MWRI Tbs, including its calibration and validation, are reliable, and the retrieval algorithm developed in this study works well. Seasonal variations of MLSE in China are mainly driven by the combined effects of vegetation, rainfall, and snow cover. In tropical and southern forest regions, the seasonal variation of MLSE is small due to the enhancement from vegetation and the suppression from rainfall. In the boreal area, snow causes a significant decrease of MLSE at 36.5 GHz in winter. Meanwhile, the MLSE at lower frequencies experiences less suppression. In the desert region in Xinjiang, increases of MLSEs at all frequencies are observed with increasing snow cover.  相似文献   

Fengyun-4 Geostationary Satellite-Based Solar Energy Nowcasting System and Its Application in North China     

Chunlin HUANG  Hongrong SHI  Ling GAO  Mengqi LIU  Qixiang CHEN  Disong FU  Shu WANG  Yuan YUAN  Xiang′ao XIA 《大气科学进展》2022,39(8):1316-1328

Surface solar irradiance (SSI) nowcasting (0–3 h) is an effective way to overcome the intermittency of solar energy and to ensure the safe operation of grid-connected solar power plants. In this study, an SSI estimate and nowcasting system was established using the near-infrared channel of Fengyun-4A (FY-4A) geostationary satellite. The system is composed of two key components: The first is a hybrid SSI estimation method combining a physical clear-sky model and an empirical cloudy-sky model. The second component is the SSI nowcasting model, the core of which is the derivation of the cloud motion vector (CMV) using the block-matching method. The goal of simultaneous estimation and nowcasting of global horizontal irradiance (GHI) and direct normal irradiance (DNI) is fulfilled. The system was evaluated under different sky conditions using SSI measurements at Xianghe, a radiation station in the North China Plain. The results show that the accuracy of GHI estimation is higher than that of DNI estimation, with a normalized root-mean-square error (nRMSE) of 22.4% relative to 45.4%. The nRMSE of forecasting GHI and DNI at 30–180 min ahead varied within 25.1%–30.8% and 48.1%–53.4%, respectively. The discrepancy of SSI estimation depends on cloud occurrence frequency and shows a seasonal pattern, being lower in spring–summer and higher in autumn–winter. The FY-4A has great potential in supporting SSI nowcasting, which promotes the development of photovoltaic energy and the reduction of carbon emissions in China. The system can be improved further if calibration of the empirical method is improved.  相似文献