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Evaluating Local Non-Stationarity when Considering the Spatial Variation of Large-scale Autocorrelation 总被引:1,自引:0,他引:1
Multi‐scale effects of spatial autocorrelation may be present in datasets. Given the importance of detecting local non‐stationarity in many theoretical as well as applied studies, it is necessary to “remove” the impact of large‐scale autocorrelation before common techniques for local pattern analysis are applied. It is proposed in this paper to employ the regionalized range to define spatially varying sub‐regions within which the impact of large‐scale autocorrelation is minimized and the local patterns can be investigated. A case study is conducted on crime data to detect crime hot spots and cold spots in San Antonio, Texas. The results confirm the necessity of treating the non‐stationarity of large‐scale spatial autocorrelation prior to any action aiming at detecting local autocorrelation. 相似文献
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通过重点研究玉米叶子的空间位置、指向角分布,分析玉米作物的结构特点,建立玉米的三维结构模型和场景,发展针对玉米作物的极化合成孔径雷达(synthetic apertureradar,SAR)数据模拟方法。利用该模拟方法和实地获取的玉米参数模拟极化SAR数据,通过与散射计实地测量的多极化、多角度后向散射系数进行对比,表明该模拟方法能够有效的模拟玉米作物的后向散射系数;通过分析模拟极化SAR数据获得的HH-VV、HH-HV、VH-VV之间的相位差,表明该模拟方法能够有效的模拟玉米作物散射的相位信息;通过分析模拟数据的极化响应图和Cloude H-α分类图,从散射类型角度验证了模拟极化SAR数据的有效性。 相似文献
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1962—1986年JYD1968.0地极坐标的均匀化及其与BIH的比较 总被引:2,自引:0,他引:2
本文研究了1962-1986年JYD1968.0地极坐标均匀中星表系统差,章动系列的变动和光行星常数变动的影响,并将经过改正后的JYD1968.0地极坐标系统和BIH系统作了比较。 相似文献
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介绍了一种涵盖地籍管理过程且在实施过程中简单易行而有效的信息系统,为土地资源的合理开发利用和地籍信息的动态管理了新的途径。 相似文献
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数字城市和数字省区相互之间既有明确的层次关系,同时共性中又有着个性。本文首先简单介绍海南国际旅游岛数字地理空间框架建设的总体架构,重点阐述框架建设项目的主要建设情况以及推广应用情况。 相似文献
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Xiao-Bing?Li Dongfang?Wang Qing-Chang?Lu Zhong-Ren?PengEmail author Qingyan?Fu Xiao-Ming?Hu Juntao?Huo Guangli?Xiu Bai?Li Chao?Li Dong-Sheng?Wang Hanyu?Wang 《Stochastic Environmental Research and Risk Assessment (SERRA)》2018,32(5):1189-1203
A lightweight unmanned aerial vehicle (UAV) and a tethered balloon platform were jointly used to investigate three-dimensional distributions of ozone and PM2.5 concentrations within the lower troposphere (1000 m) at a localized coastal area in Shanghai, China. Eight tethered balloon soundings and three UAV flights were conducted on May 25, 2016. Generalized additive models (GAMs) were used to quantitatively describe the relationships between air pollutants and other obtained parameters. Field observations showed that large variations were captured both in the vertical and horizontal distributions of ozone and PM2.5 concentrations. Significant stratified layers of ozone and PM2.5 concentrations as well as wind directions were observed throughout the day. Estimated bulk Richardson numbers indicate that the vertical mixing of air masses within the lower troposphere were heavily suppressed throughout the day, leading to much higher concentrations of ozone and PM2.5 in the planetary boundary layer (PBL). The NO and NO2 concentrations in the experimental field were much lower than that in the urban area of Shanghai and demonstrated totally different vertical distribution patterns from that of ozone and PM2.5. This indicates that aged air masses of different sources were transported to the experimental field at different heights. Results derived from the GAMs showed that the aggregate impact of the selected variables for the vertical variations can explain 94.3% of the variance in ozone and 94.5% in PM2.5. Air temperature, relative humidity and atmospheric pressure had the strongest effects on the variations of ozone and PM2.5. As for the horizontal variations, the GAMs can explain 56.3% of the variance in ozone and 57.6% in PM2.5. The strongest effect on ozone was related to air temperature, while PM2.5 was related to relative humidity. The output of GAMs also implied that fine aerosol particles were in the stage of growth in the experimental field, which is different from ozone (aged air parcels of ozone). Geographical parameters influenced the horizontal variations of ozone and PM2.5 concentrations by changing underlying surface types. The differences of thermodynamic properties between land and sea resulted in quick changes of PBL height, air temperature and dew point over the coastal area, which was linked to the extent of vertical mixing at different locations. The results of GAMs can be used to analyze the sources and formation mechanisms of ozone and PM2.5 pollutions at a localized area. 相似文献