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针对传统航空影像获取的DSM在立面及局部地面、建筑物屋顶空间信息的不足,获取高精度DEM较为困难的问题,提出了基于倾斜影像提取高精度DEM的方法。首先对倾斜影像获取的点云DSM结构进行分析,得出了DSM具有几何约束特点,能够在城区很好地区分地面点和地物点;然后指出对DSM滤波处理是获取高精度数字高程模型(DEM)的关键技术,提出了基于法向量差值区域生长分割TIN的滤波方法;最后选取吉林省敦化市的倾斜影像数据进行了滤波试验和算法验证。试验结果表明,该方法能够快速、有效地滤除不同尺寸的建筑物、植被和其他地物,获取高精度DEM。 相似文献
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激光雷达技术(LiDAR)已广泛应用于数字高程模型(DEM)的快速获取和三维城市模型的建立中,但仍有许多不足之处,需要做更深入的研究。本文介绍了一种新的建筑物提取方法,称之为Fc-S法。该方法首先利用等高线特征进行滤波,从LIDAR数据内插的数字表面模型(DSM)中提取出DEM,利用DSM与DEM的高差阈值和DSM边缘特征参数去掉地面点和汽车等矮小物体,获得主要包含植被和建筑物的地物点群,然后对地物点群进行分割,利用二次梯度和面积等参数去掉植被点,并采用迭代逼近的方法精化建筑物。文章通过实验对所提方法进行验证,并借助高分辨率的航空影像对建筑物提取结果进行评估,评估结果表明该方法能够在地形起伏的区域中较准确地提取出建筑物。 相似文献
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为了获取高精度的数字表面模型(digital surface model,DSM),提出了利用离散的三维激光点云和建筑物轮廓线构建DSM的方法.首先,利用不规则三角网(triangulated irregular network,TIN)渐进滤波算法对激光点云进行预处理,得到地面点和非地面点;然后,基于高程纹理提取非地面点中的建筑物脚点,根据脚点的深度影像图,利用Canny算子提取建筑物边缘,用方位角聚类规则法对建筑物边缘规则化;最后,采用提取的离散地面点数据和建筑物轮廓矢量线构建DSM.采用柳州地区的一组机载LiDAR数据对该方法进行了实验验证,结果表明,通过该方法构建的DSM,建筑物的边缘信息比较精确. 相似文献
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提出一种基于等高线的滤波方法,它先由LIDAR数据生成数字表面模型,并内插出等高线,再根据DSM等高线的特征,如闭合性、首尾点距离、等高线的长度及等高线间距离等,通过设定阈值自动提取出属于自然地面的等高线线段,以获得初始的自然地面点,然后内插生成初始数字地面模型,最后使用迭代逼近法生成最终的(精确的)数字地面模型,即比较初始DTM与DSM,差值小于预设阈值的点视为DTM点,而差值大于预设阈值的点则标记为无数据点,最后,这些无数据点由选择的DTM点内插出.通过与现有表面估计的滤波方法的对比实验以及所提取地物轮廓线与航片的叠加对比试验,证明新方法可适用于地表起伏较大的地形,地物提取精度高、计算量小、效率高. 相似文献
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传统的滤波算法通常是针对具有连续表面的简单区域来进行,因此带有一定的局限性,且不能解决复杂城区地形准确提取的难题。因此,本文提出了一种改进的基于TIN渐次加密的LiDAR点云数据滤波方法,该方法先对原始点云利用多尺度虚拟网格筛选地面种子点;然后,对种子点构建初始TIN表面,在此基础上进行向上加密;最后,得到的TIN三角网则为真实地形表面。实验结果表明,该方法能有效地滤除建筑物、植被和其他地物,并较好地保持地形特征。 相似文献
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数学形态学滤波是从激光雷达(LIDAR)点云数据中识别地面点、创建数字高程模型的一种重要方法.在分析现有滤波方法的优劣性以及数学形态学滤波方法存在的问题的基础上,提出一种改进的、多尺度的、具有一定自适应性的数学形态学滤波算法.该方法通过构建一个粗糙的地面不规则三角网(TIN)来确定实验区域的地形特征,从而选择恰当的地形坡度参数,用于多尺度数学形态学滤波中高差闻值的计算.将每次迭代前后高差小于阈值的点划分为地面点,同时保留地面点的高程值用于下次的迭代计算.实验结果表明该方法能够有效识别地面点和地物点,并且保留地形的细节信息. 相似文献
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提出了一种基于高程统计的LiDAR数据滤波方法,该方法以高程分布统计量为依据,通过迭代的方法逐个滤除,是一种基于原始点云的非监督滤波算法。采用北京凤凰岭地区某块机载LiDAR数据进行实验,并做出了实验改进。实验表明,该方法能够准确有效地滤除地物点,既能较好地保持数据信息量与精度,又不依赖于其他数据源,是一种简单有效的滤波算法。 相似文献
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采用Landsat TM数据分析了阿克苏河—塔里木河断面水质污染状况,通过波段的DN值和常规监测数据建立能反映水质状况的
污染物监测模型。结果发现,将2000年常规监测数据代入模型后,与遥感数据的结果基本吻合| 重建阿克苏河—塔里木河的连续水体
污染变化曲线,得出污染物浓度随着远离上游而增加。 相似文献
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Monitoring drought dynamics in the Aravalli region (India) using different indices based on ground and remote sensing data 总被引:5,自引:0,他引:5
C. Bhuiyan R.P. Singh F.N. Kogan 《International Journal of Applied Earth Observation and Geoinformation》2006,8(4):289-302
The hard-rock hilly Aravalli terrain of Rajasthan province of India suffers with frequent drought due to poor and delayed monsoon, abnormally high summer-temperature and insufficient water resources. In the present study, detailed analysis of meteorological and hydrological data of the Aravalli region has been carried out for the years 1984–2003. Standardised Precipitation Index (SPI) has been used to quantify the precipitation deficit. Standardised Water-Level Index (SWI) has been developed to assess ground-water recharge-deficit. Vegetative drought indices like Vegetation Condition Index (VCI) and Temperature Condition Index (TCI) and Vegetation Health Index (VHI) have been computed using NDVI values obtained from Global Vegetation Index (GVI) and thermal channel data of NOAA AVHRR satellite. Detailed analyses of spatial and temporal drought dynamics during monsoon and non-monsoon seasons have been carried out through drought index maps generated in Geographic Information Systems (GIS) environment. Analysis and interpretation of these maps reveal that negative SPI anomalies not always correspond to drought. In the Aravalli region, aquifer-stress shifts its position time to time, and in certain pockets it is more frequent. In comparison to hydrological stress, vegetative stress in the Aravalli region is found to be slower to begin but quicker to withdraw. 相似文献
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Piyoosh Rautela Ramesh Chandra Lakhera 《International Journal of Applied Earth Observation and Geoinformation》2000,2(3-4)
The area around Sataun in the Sirmur district of Himachal Pradesh, India (falling between the rivers Giri and Tons; both tributaries of the Yamuna River) was studied for landslide vulnerability on behalf of the inhabitants. The study was made using extensive remote sensing data (satellite and airborne). It is well supported by field evidence, demographic and infrastructural details and aided by Geographic Information System (GIS) based techniques. Field observations testify that slope, aspect, geology, tectonic planes, drainage, and land use all influence landslides in the region. These parameters were taken into consideration using the statistical approach of landslide hazard zonation. Using the census data of 1991, vulnerability of the populace to the landslide hazard was accessed. As most of the infrastructure in the region is concentrated around population centres, population data alone was used for vulnerability studies. 相似文献
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ZHAN F. Benjamin 《地球空间信息科学学报》2011,(1)
Although it is well known that coseismic gravity changes take place during an earthquake, previous research has not yielded convincing evidence demonstrating that significant gravity changes occur before large earthquakes. Furthermore, even if we suspect that gravity changes occur before large earthquakes, we have yet to demonstrate how to consistently observe these changes for useful earthquake forecast that would bring benefits to society. We analyzed ground gravity survey data obtained in 1998, 2000, 200... 相似文献
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GNSS系统及其技术的发展研究 总被引:3,自引:1,他引:2
阐述了国际上卫星导航系统的总体发展,对美、俄、欧、中的四大全球系统,以及相关的区域系统和增强系统进行了简单的介绍,研究分析了GNSS系统及其技术的发展趋势,同时分析了我国Compass全球系统面临的机遇和挑战,并提出了我国未来工作的建议. 相似文献
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“4D”技术及其应用 总被引:13,自引:0,他引:13
介绍“4D”(即数字地面模型、数字正射影像、数字栅格地图和数字线划地图)系列产品的生产流程、关键技术、及其在耕地保护、防灾减灾救灾和城市规划等方面的应用方法。 相似文献
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《International Journal of Digital Earth》2013,6(1):66-87
Abstract Virtual Australia is not a well-defined or agreed concept. This discussion paper conceptualises Virtual Australia as a ‘virtual [digital] model containing and representing all non-trivial objects and their contextual environment – from blue sky to bedrock – in real world Australia’. It describes a scenario for Virtual Australia, one or two decades from now, in which the locations and conditions of non-trivial objects and their environment are updated automatically through a combination of remote sensing and wireless communication technologies in support of a ‘Supranet’. It then examines the concept of the ‘Supranet’ – a pervasive information network based largely on wireless technology linking the physical world to a virtual model in real time – and develops and discusses three principal characteristics of the Supranet: the ability to have or collect specific information (know); the ability to process information (think); and the ability to communicate that information. If, in the near future, any or all non-trivial devices are to some extent able to know, think and communicate, the potential for object autonomy will be realised. 相似文献
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自动车辆定位导航系统中传感器的误差分析 总被引:1,自引:0,他引:1
对国界定位导航系统中几种常见的辅助传感器所产生的误差进行了分析,导出了不同传感器的误差模型。这些误差模型是估计车辆位置的扩展卡尔曼滤波器的基础,同时也为选择适当的传感器提供了理论根据。 相似文献