Efficient building facade structure extraction method using image-based laser point cloud     

Yongzhi Wang  Xiaoyu Hu  Tao Zhou  Yuqing Ma  Zhenchao Li 《Transactions in GIS》2023,27(4):1145-1163

Facade structures from three-dimensional (3D) point cloud data (PCD) and two-dimensional (2D) optical images can provide significant information for 3D building modeling. However, a unified data model for integrating 2D imagery pixels and 3D PCD is absent in current methods, leading to a complex implementation process, large calculations, and inefficiency. An efficient facade structure extraction method for building facades is proposed in this study. Based on the conversion matrix, 2D image and 3D PCD information are merged to build an image-based laser point cloud (ILPC) data model first. Second, both the line segment detection and random sample consensus algorithms are improved according to the structure and characteristics of the ILPC data model. Finally, building facade structures are extracted and optimized. Facade structures can be extracted accurately and efficiently by the proposed method, which contains rich information support from the ILPC data model. The proposed method extracts fine building facade structures with accuracy over 0.68 in all experiments and recall up to 0.81, which are better than the Wang method. Extracted structures constitute valuable support for numerous fields, such as 3D building modeling and building information modeling construction.  相似文献   

CSD和CDD结合下的最优遥感特征指数集构建及其在湿地信息提取中的应用     

赵栋梁  郭超凡  吴东丽  高星琪  郭逍宇 《地球信息科学学报》2021,23(6):1092-1105

依托中分辨率成像光谱仪完整的数据序列和丰富的光谱信息,遥感特征指数在湿地生态系统发展变化的状态、趋向和规律研究方面发挥着不可替代的优势。传统类间距离判别的遥感特征指数选取中常存在过分依赖数据统计特征、入选指数与目标地类间生态学意义不明确、分类模型普适性差等局限性。基于此,本研究以河北省白洋淀湿地自然保护区为例,提出类可分离性距离判别（Class Separation Discrimination,CSD）与类间距离判别（Class Distance Discrimination,CDD）相结合的方法构建最优遥感特征指数集,并采用QUEST算法和马氏距离判别法构建分类决策树模型用于白洋淀湿地信息的提取研究,尝试克服传统类间距离指数选取中的不足。结果表明：运用CSD和CDD相结合的方法所选取的遥感特征指数在研究区湿地信息提取过程中的总体分类精度达到了91.32%,Kappa系数0.88,较传统的分类与回归树（Classification and Regression Tree,CART）方法,分类精度提高了1.67%;其次选取的最优指数与待提取的湿地类型均具有明确的生态学意义,如挺水植物在立地干湿交替条件下的潴育化过程决定了氧化铁比率IO可成功的将混分的耕地和挺水植物进一步分离;进一步将基于研究区2017年OLI影像构建的CSD和CDD相结合方法与CART方法的模型分别应用于研究区2019年OLI影像进行分类,基于CSD和CDD相结合方法构建的模型分类总体精度和Kappa系数分别为：86.97%、0.83,基于CART方法构建的模型无法满足分类需求,研究结果较好地证明了基于CSD和CDD相结合方法构建的模型在年际之间具有良好的适用性和稳定性。总之,CSD和CDD相结合的方法在不降低湿地信息提取精度的基础上,有效避免了传统遥感特征指数选择方法的局限性,提高了分类模型的普适性,是遥感特征指数选择算法和决策树相结合在湿地信息提取方面的有益尝试。  相似文献   

基于价值变化的城乡不动产征收博弈分析研究     

陈龙高  乔小雨  杨小艳  闫军 《地域研究与开发》2014,(6)

不动产征收前后价值变化研究对于不动产征收主体博弈分析具有重要的意义,也为不动产征收补偿价格评估提供了理论支持。主要通过城乡不动产征收前后价值变化以及被征收人利益损害的分析,探讨了不同目的下的中国不动产征收主体博弈模型及行为选择。研究认为:(1)基于预期收益原则的不动产征收价格评估为不动产征收补偿与征收增值收益分配提供了理论依据;(2)基于公共目的性征收分析表明被征收人的权益保护很大程度上依赖于政府的角色定位,基于非公共目的性征收分析表明由于增值利益分配的零和博弈冲突以及政府的惯性强势思维,对现有政策体制不可避免地带来一系列冲突;(3)基于公共目的性划分的不动产征收与国家收购两种类型有利于区别制定不动产征收政策,从而促进土地资源的合理流动与优化配置。  相似文献   

Zooplankton community structure in relation to environmental factors and ecological assessment of water quality in the Harbin Section of the Songhua River     

李晓钰  于洪贤  马成学 《中国海洋湖沼学报》2014,32(6):1344-1351

To study the relationship between zooplankton community structure and environmental factors and water quality in the Harbin Section of the Songhua River, investigations were carried out in June, August, and October 2011. Canonical correspondence analysis （CCA） and saprobic indices were used to process and analyze the data. Seasonal variability was identified as a significant source of variation, which explains the fluctuation in zooplankton density. In autumn, the dry season, water residence time increased and zooplankton biomass and abundance accumulated in the slow flowing waters. Zooplankton abundance increased when food conditions improved. Therefore, the total zooplankton abundance in autumn is much higher than that in spring and summer. According to the saprobic indices, all the sample sites had mesosaprobic water and water quality was worse in autumn. CCA revealed that temperature accounted for most of the spatial variation in the zooplankton community. Moreover, pH, dissolved oxygen saturation, and turbidity were important factors affecting zooplankton community distribution.  相似文献   

地理空间数据结合手机信令等多源数据刻画城市居民出行特征     

王梅红  侯笑宇  司连法  贺风 《测绘通报》2022,(5):162-165

本文提出了以地理空间数据为支撑,结合手机信令、POI等多源数据刻画城市居民出行特征的方法。首先将信令数据与地理信息区块绑定,根据时间特征和地理区块的社会属性,识别居民的基本职住娱信息;然后综合民生POI点、出行特征拓展关键词、图谱等多源数据,运用工作日通勤分析模型和节假日出行特征提取模型,识别用户的通勤距离、通勤方式、日均通勤频次、周均工作时长、节假日出行场景、出行频次、驻留时长等内容,并形成涵盖职住娱信息的出行特征类标签集。以成都市为例,采集连续1个月的手机信令数据和同时期的POI等数据,验证了该方法的可行性,该成果作为反映城市实际人口规模数量和空间分布特征的城市人口地图大数据产品的重要内容,为政府部门、商企用户开展相关分析业务提供数据支撑。  相似文献   

基于DeeplabV3+的建筑垃圾堆放点识别     

刘小玉  刘扬  杜明义  张敏  贾竞珏  杨恒 《测绘通报》2022,(4):16-19,43

  相似文献   

Genetic Analysis of Floating Enteromorpha prolifera in the Yellow Sea with AFLP Marker     

LIU Cui  ZHANG Jing  SUN Xiaoyu  LI Jian  ZHANG Xi  LIU Tao 《青岛海洋大学学报(英文版)》2011,(3):263-269

  相似文献   

Factor of safety in a partially saturated slope inferred from hydro‐mechanical continuum modeling     

Ronaldo I. Borja  Joshua A. White  Xiaoyu Liu  Wei Wu 《国际地质力学数值与分析法杂志》2012,36(2):236-248

Rainfall weakens an earth slope and triggers mass movement. Relevant triggering mechanisms are complex and include reduction of capillary pressure due to increased saturation and frictional drag on the sediment induced by fluid flow. Physics‐based continuum models utilizing modern computational tools are useful for understanding the mechanisms of deformation in partially saturated slopes; however, they do not provide a scalar indicator called ‘factor of safety’ that measures the potential of a given slope for mass movement. In the present work, we employ sequential calculations consisting of a physics‐based finite element model that couples solid deformation with fluid flow to quantify the stress and deformation fields in a steep hillside slope subjected to rainfall infiltration. This is followed by a limit‐equilibrium calculation based on the method of slices that evaluates the desired factor of safety. The field condition investigated is similar to the steep experimental catchment CB1 near Coos Bay, Oregon, which failed as a large debris flow from heavy rainfall. Copyright © 2011 John Wiley & Sons, Ltd.  相似文献   

尖吻鲈苗种工厂化培育模式的初步研究     

冯晓宇  罗儒端  孙启前  刘青利 《广东海洋大学学报》1999,(1)

采用室内水泥池及活饵培育配套技术进行尖吻鲈苗种阶段工厂化育苗。投放刚孵化出膜的仔鱼１６０万尾，经室内池８ｄ的培育，成活率为９０％；经１３ｄ的培育其规格超过１ｃｍ，成活率为５６．９％；经２４ｄ的培育平均规格达２ｃｍ左右，平均成活率为５０％，共育出８０万尾。苗种生长快，体质健壮，成活率高。关键技术是：基础设施配套；采用不同活饵，做到适口、及时转化、足量；定期过筛分级培育；水质控制良好；注意防病。２ｃｍ以上鱼种阶段采用多种方式培育，经１５～２０ｄ的饲养，规格达３～４ｃｍ，平均成活率为６５％～７５％。  相似文献   

阵发性洪水条件下辫状河型冲积扇构型研究:以准噶尔盆地西北缘现代白杨河冲积扇为例^*          下载免费PDF全文

纪友亮  张月  周勇  计璐璐  任红燕  郭姗姗  高晨曦  马铮涛  刘笑语  刘大卫  段小兵  桓芝俊  高崇龙  郭瑞婧  庞传梦  孙佳  杨栋吉 《古地理学报》2023,25(2):255-276

白杨河冲积扇是由阵发性洪水期的碎屑流沉积物与间洪期辫状河沉积物组成的复合型冲积扇,其构型与碎屑流扇的构型和河流型扇的构型有很大的不同。本研究选取准噶尔盆地西北缘干旱气候下发育的现代白杨河冲积扇作为解剖实例,对103个天然剖面和9个人工大型探槽进行了详细测量,在沉积微相及不同级别的沉积构型的观测和分析的基础上,分析了阵发性洪水条件下间歇性辫状河型冲积扇体的地貌单元的演化过程和沉积构型特征,研究不同流态的阵发性洪水条件下各种建造和改造机制,明确受阵发性洪水控制的间歇性辫状河型冲积扇的沉积特征,建立了其沉积构型模式。认为: 在洪水期,阵发性洪流(碎屑流)形成席状化的片流(或片洪)沉积,在洪退期,随着洪水强度的减弱,又转变为辫流沉积,而在间洪期,仍有持续的辫状流体(牵引流)在限制性的水道中流动,并对洪水期的碎屑流沉积物进行改造,形成了限制性的(条带状的)辫状河道沉积,2个时期的沉积物在时空上频繁叠置,形成了一种更加复杂的沉积构型。该模式对油田地下冲积扇砂砾储集层的成因识别、预测及对比具有一定的参考价值。  相似文献