基于改进RANSAC算法的复杂建筑物屋顶点云分割     

刘亚坤  李永强  刘会云  孙渡  赵上斌 《地球信息科学学报》2021,23(8):1497-1507

屋顶模型重建影响到建筑物完整模型重建质量,屋顶面点云分割质量对屋顶模型重建具有重要意义。针对传统RANSAC算法在屋顶点云面片分割时易产生错分割、过分割等问题,本文顾及点云位置信息,提出一种对点云重新分配的改进RANSAC点云分割算法。算法暂时剔除非平面内点,选取平面内点集中3个点作为初始样本,平面拟合判定邻域是否有效,从有效邻域中选取标准差值最小的3个点为初始模型。利用RANSAC算法对屋顶点云进行分割。利用K近邻算法统计误分类点与面片的距离降低误分类,优化过分割面片并进行连通性分析,利用距离及法向量一致性检验的方法重分配非平面内点。为验证本文算法有效性,选取芬兰Helsinki地区的3栋相互独立的复杂建筑物屋顶以及上海某小区的6栋建筑物群屋顶作为实验数据。在2组数据中,本文提出的改进RANSAC算法分割屋顶面片的平均准确率分别为92.17%、87.82%,78%的建筑物屋顶不存在过分割。在第2组数据中,所有分割面片上的点与其对应的最佳拟合平面的距离的标准差的平均值为0.030 m。实验结果表明,本文算法分割建筑物屋顶面片的准确率较高,较好的抑制了过分割现象,且抗噪能力强。  相似文献   

丹霞山陡坡上风化洞穴的基本特征及成因探讨     

史月欣  陈留勤  杜丁丁  柴乐  王子涵 《热带地理》2023,43(1):103-114

风化洞穴在全球不同气候区广泛发育,其形成过程和主控因素是地貌学研究的热点问题,但形成机制至今仍存在不少争议,尤其对丹霞地貌区风化洞穴的研究还较少。丹霞山是世界自然遗产地“中国丹霞”的典型代表,陡坡上发育形态和规模各异的风化洞穴,是丹霞地貌的重要景观要素,为认识亚热带湿润气候风化洞穴成因提供了良好的机会。文章以丹霞山砾岩和砂岩陡坡上的5处典型风化洞穴为研究对象,利用野外考察、形态测量、气象监测、样品显微观察及盐化学实验等方法,在已有研究的基础上进一步对湿润气候丹霞地貌区风化洞穴的特征和成因进行探讨。结果表明：1）在砾岩中发育的洞穴一般个体形态较大,洞穴具有较明显的向上和向内生长趋势;砂岩中发育的洞穴大多密集排列,形态较小,常具有蜂巢结构。2）岩石性质是洞穴发育的基本影响因素,在宏观尺度上决定了洞穴的发育位置和排列方式,也决定了不同岩性下发育的风化洞穴的形态特征。在微观尺度上,岩石含有较多长石、钙质胶结物等易溶矿物组分,在酸性雨水渗流过程中发生化学溶解,加上盐结晶作用导致岩石微观结构破坏,诱发洞穴初始形成。3）洞穴尺寸变大后,洞穴内适宜的微气候是洞穴演化的关键因素,为水和盐的聚集及盐风化提...  相似文献   

Separating the effects of two dimensions on ecosystem services: Environmental variables and net trade-offs     

ZUO Liyuan  JIANG Yuan  GAO Jiangbo  DU Fujun  ZHANG Yibo 《地理学报(英文版)》2023,33(4):845-863

Spatial and temporal changes in ecosystem services(ESs) are driven by two types of factors: environmental factors and trade-offs/synergies between services. In the ecological conservation red line(ECRL) area, in which national ecological security and social sustainable development are guaranteed, it is particularly important to clarify the driving mechanism of ESs for the management of ecosystems. In this study, soil conservation, water yield, and carbon sequestration in Beijing’s ECRL area are ...  相似文献   

Construction of lake bathymetry from MODIS satellite data and GIS from 2003 to 2011     

严翼  肖飞  杜耘 《中国海洋湖沼学报》2014,32(3):720-731

In recent years, sedimentation conditions in Dongting Lake have varied greatly because of significant changes in runoff and sediment load in the Changjiang （Yangtze） River following the construction of Three Gorges Dam. The topography of the lake bottom has changed rapidly because of the intense exchange of water and sediment between the lake and the Changjiang River. However, time series information on lake-bottom topographic change is lacking. In this study, we introduced a method that combines remote sensing data and in situ water level data to extract a record of Dongting Lake bottom topography from 2003 to 2011. Multi-temporal lake land/water boundaries were extracted from MODIS images using the linear spectral mixture model method. The elevation of water/land boundary points were calculated using water level data and spatial interpolation techniques. Digital elevation models of Dongting Lake bottom topography in different periods were then constructed with the multiple heighted waterlines. The mean root-mean-square error of the linear spectral mixture model was 0.036, and the mean predicted error for elevation interpolation was -0.19 m. Compared with field measurement data and sediment load data, the method has proven to be most applicable. The results show that the topography of the bottom of Dongting Lake has exhibited uneven erosion and deposition in terms of time and space over the last nine years. Moreover, lake-bottom topography has undergone a slight erosion trend within this period, with 58.2% and 41.8% of the lake-bottom area being eroded and deposited, respectively.  相似文献   

Temporal variability of temperature-nitrate relationship in a coastal region     

殷建平  林立  王友绍  杜建伟 《中国海洋湖沼学报》2014,32(4):879-885

The inverse relationship between nitrate and temperature （N-T relationship） has been used to estimate new production from remotely sensed sea surface temperature at the regional or global scale of oceans. This study aimed to develop a time-series model of the N-T relationship from automated, continuous hourly observations over two years on the coast of Halifax, Canada. The model demonstrated time-series variability of the N-T relationship at a coastal station on the Nova Scotia Shelf, with adjusted R2=0.999 4 and RMSE=0.025 7. The maximum residual value was 0.077. The annual temperature variations described a sine curve, and daily, weekly, and monthly variations fluctuated within the normal ranges, controlled by the local climate. The annual variation of nitrate concentration formed nearly a sine curve. Heavy or long- lasting rainfall increased nitrate concentration by 4 to 30-fold in 24 h, and then the increased nitrogen was quickly depleted by phytoplankton growth in 10 to 48 h. In general, biological activity was a key factor in causing nitrate concentration change, dependent mainly on seawater temperature. The power function of the N-T relationship observed in our study area could be used to quickly estimate sea surface nitrate concentration, in combination with temperature data obtained by remote sensing.  相似文献   

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马武刚  杜瑞林  胡国庆  程冬炎 《大地测量与地球动力学》2014,34(2):179-182

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Indian Ocean variability in the CMIP5 multi-model ensemble: the zonal dipole mode     

Lin Liu  Shang-Ping Xie  Xiao-Tong Zheng  Tim Li  Yan Du  Gang Huang  Wei-Dong Yu 《Climate Dynamics》2014,43(5-6):1715-1730

The performance of 21 Coupled Model Intercomparison Project Phase 5 (CMIP5) models in the simulation of the Indian Ocean Dipole (IOD) mode is evaluated. Compared to CMIP3, CMIP5 models exhibit a similar spread in IOD intensity. A detailed diagnosis was carried out to understand whether CMIP5 models have shown improvement in their representation of the important dynamical and thermodynamical feedbacks in the tropical Indian Ocean. These include the Bjerknes dynamic air-sea feedback, which includes the equatorial zonal wind response to sea surface temperature (SST) anomaly, the thermocline response to equatorial zonal wind forcing, the ocean subsurface temperature response to the thermocline variations, and the thermodynamic air-sea coupling that includes the wind-evaporation-SST and cloud-radiation-SST feedback. Compared to CMIP3, the CMIP5 ensemble produces a more realistic positive wind-evaporation-SST feedback during the IOD developing phase, while the simulation of Bjerknes dynamic feedback is more unrealistic especially with regard to the wind response to SST forcing and the thermocline response to surface wind forcing. The overall CMIP5 performance in the IOD simulation does not show remarkable improvements compared to CMIP3. It is further noted that the El Niño-Southern Oscillation (ENSO) and IOD amplitudes are closely related, if a model generates a strong ENSO, it is likely that this model also simulates a strong IOD.  相似文献   

新一代天气雷达发射机灯丝电源故障分析     

董建设  杜丽娅 《河南气象》2014,(4):114-117

根据近几年河南新一代天气雷达（CINRAD／SB）故障统计,雷达发射机出现故障比例相对其他分机要高,在运行一段时间后灯丝电源故障率在发射机中比例有所升高,极易出现灯丝控制板烧毁、灯丝保险丝熔断、继电器损坏等故障,而发射机灯丝电源故障维修一直是难点。在研究CINRAD／SB发射机灯丝信号流程、关键点波形基础上,总结了从故障现象分析入手,根据相关信号流程和关键点波形,通过关键点参数测试定位发射机灯丝电源故障到可更换单元的故障诊断流程;列举了用故障诊断流程修复发射机灯丝电源故障的个例,即由于灯丝电源控制板继电器损坏烧毁电路板,引起保险丝过流断路,导致灯丝电流故障;提出了对现有SB发射机灯丝电源进行改进的技术措施,以及出现故障后暂时采用的一些应急方法。  相似文献   

Urban growth pattern modeling using logistic regression   总被引：1，自引：0，他引：1  

Yu Nong  Qingyun Du 《地球空间信息科学学报》2011,14(1):62-67

Transformation of land use/land cover change occurs due to the numbers and activities of people.Urban growth mod-eling has attracted substantial attention because it helps to comprehend the mechanisms of land use change and thus helps relevant policies made.This paper tends to apply logistic regression to model urban growth in the Jiayu county of Hubei province,China.It is applied in a GIS environment to calculate variables and,then,in SPSS to discover the relationships between urban growth and the driving forces.The relative operating characteristic(ROC) shows the modeling accuracy with the curve 0.891 with standard er-ror 0.001.A probability map is generated finally to predict where urban growth will occur as a result of the computation.The result shows the model simulates urban growth well in the county scale.  相似文献   

利用折射指数推算大气纬圈平均风场方法          下载免费PDF全文

肖卫华  符养  高太长  杜晓勇  薛震刚  郭粤宁 《应用气象学报》2011,22(3):346-355

鉴于地转风、梯度风和平衡风各自计算风场的特点,该文利用COSMIC掩星折射指数资料,根据大气折射指数与大气密度、风场之间的关系,选用梯度风方程,建立了推算20~60 km中层大气纬圈平均风场的方法,分别与ECMWF提供的ERA-interim及NASA/GMAO提供的MERRA再分析风场资料对比验证。选用2007年1,4,7月和10月的COSMIC掩星折射指数数据,按照构建的方法计算了大气纬圈平均风场,并简单分析了大气纬圈平均纬向风随纬度、高度的变化特征及规律。计算风场与ECMWF及MERRA再分析风场资料变化规律基本一致,符合效果很好, 能够正确反映出纬向平均风场特性。1月及7月不同高度标准偏差、最大偏差随高度增加而增大,标准偏差最大约为6 m/s,最大偏差不超过11 m/s,沿纬度方向相关系数有减小的趋势,但不低于0.98,4月及10月偏差稍小,最大偏差不超过8 m/s。结果表明:利用COSMIC掩星折射指数资料通过梯度风方程计算风场,是获取中层大气20~60 km纬圈平均风场的一种有效方法。  相似文献