车载LiDAR点云路灯提取方法     

李永强  董亚涵  张西童  李鹏鹏 《测绘学报》2018,47(2):247-259

道路场景中路灯数量大、类型多,大场景中路灯详细信息获取是一项繁重的工作。本文提出先验样本集辅助的、基于骨架线缓冲区判别的路灯点云提取及种类识别算法：先根据路灯在车载LiDAR点云中的表达特征,构建路灯模型,并构建路灯先验样本集;再依据数学形态学的理论和方法,提取车载LiDAR点云场景中的杆状地物,在路灯模型及语义规则约束下,得到候选路灯;然后根据候选路灯的参数信息,及已获取路灯的统计信息,从样本集中筛选候选样本;最后基于最小二乘理论的匹配算法,对路灯先验样本与候选路灯点云进行匹配筛选,并基于路灯骨架线信息构建的双重缓冲区,对候选路灯进行判别分析,实现路灯的提取和种类识别。试验表明,该算法对于遮挡少、数据相对完整的路灯提取准确度为95.2%,对于遮挡严重、点云密度低、数据完整性差的路灯提取准确度为78.0%,验证了该算法对大场景中路灯详细信息提取的稳健性。  相似文献   

鄂尔多斯盆地东胜富氦气田成藏特征及其大地构造背景^*          下载免费PDF全文

何发岐  王杰  赵永强  安川  王付斌  陶成  倪春华  贾会冲 《古地理学报》2022,24(5):937-950

近年来,在鄂尔多斯盆地北缘东胜气田上古生界天然气中发现伴生的氦气,含量分布在0.045%~0.487%范围内,具有工业价值,其三级储量约为8.3亿立方米,为一特大型含氦—富氦天然气田。东胜气田氦气属于典型的壳源氦,来源于基底的太古界—元古界变质岩—花岗岩系,富集与燕山期以来的岩浆侵入、断裂活动有关。东胜气田具备有利的氦气成藏地质条件,伴生氦气与烃类气具有异源同储成藏特征,剖析其成藏主控因素为: 基底富U、Th岩石发育是基础,断裂活动是核心,储盖圈保条件是必备,时空配置是关键,其中早白垩世是最重要的一期构造—岩浆热事件,深源岩浆活动导致的深部物质和热能的大规模上涌是中生代流体成藏(矿)的有利地球动力学背景,控制了鄂尔多斯盆地石炭系—二叠系煤系烃源岩大规模生气。断裂活动和圈闭形成与上古生界天然气、氦气聚集成藏具有良好的时空配置关系,与华北克拉通破坏过程耦合。鄂尔多斯地块在早白垩世至中新世深部热流体对盆地发生的多期岩浆活动、基底断裂活化及浅部断裂活动具有明显的控制作用,同时也对石炭系—二叠系煤系烃源岩成烃成藏具有重要的控制作用。  相似文献   

地下水机器学习方法研究          下载免费PDF全文

齐永强  李文鹏  郑跃军  李慧  王成见 《水文地质工程地质》2022,49(1):1-11

随着我国地下水监测工作的高速发展,高频率高密度水位监测数据的出现催生了对其进行深入信息挖掘的需求。在传统地下水模型研究中,地下水水位监测值常位于模型构建过程的下游,当水位监测的时空密度逐渐增大时,新增信息无法有效传导至模型的规划阶段并指导概念模型的修订。文章提出了一种地下水系统补排边界的识别方法,在不建立地下水数值模型的前提下,以监测井空间位置为节点,按照德劳内原则建立三角网格。在此网格系统中,首先定义一个水力梯度变换函数gradF,以求取网格中任意位置的水力梯度;借鉴机器学习领域的优化算法,使用水力梯度场驱动含水层中随机分布质点的运行轨迹,并以此推断和识别区域内地下水补给和排泄边界。在环境地学计算平台EnviFusion-CGS中实现,并构建了详细工作流程。以山东省青岛市大沽河中下游含水层为示范区,对含水系统的补给区和排泄区的空间分布及其动态变化进行了分析,取得了良好效果。本研究为构建和修订已有含水层概念模型提供了新思路。  相似文献   

Correlated observations and simulations on the buildup of radiation belt electron fluxes driven by substorm injections and chorus waves     

Zhaoguo He  Hui Zhu  Siqing Liu  Qiugang Zong  Yongfu Wang  Ruilin Lin  Liqin Shi  Jiancun Gong 《Astrophysics and Space Science》2015,355(2):245-251

  相似文献   

中国地球气候系统模式的发展及其模拟和预估   总被引：4，自引：0，他引：4  

周天军  陈梓明  邹立维  陈晓龙  俞永强  王斌  包庆  鲍颖  曹剑  何编  胡帅  李立娟  李建  林岩銮  马利斌  乔方利  容新尧  宋振亚  唐彦丽  吴波  吴统文  辛晓歌  张贺  张明华 《气象学报》2020,78(3):332-350

地球气候系统模式是开展多学科、多圈层集成研究的重要平台,其发展是国际地学领域特别是全球变化领域竞争的前沿。中国的地球气候系统模式研发工作始于20世纪80年代,最近10年得到快速发展。研发格局上已经形成中国科学院、有关部委和高校三足鼎立的局面。文中在简要回顾中国地球气候系统模式早期发展历史的基础上,总结了中国参加第6次耦合模式比较计划的9个地球气候系统模式的技术特点,初步评估了中国4个模式对全球和东亚气候模拟的基本性能,分析了其在4种共享社会经济路径情景下对全球降水与温度的预估变化及其与平衡态气候敏感度的联系。最后,结合国际态势,从发展的角度提出未来中国气候模式研发工作需要加强的8个方向。   相似文献   

A new DRP-4DVar-based coupled data assimilation system for decadal predictions using a fast online localization technique     

He  Yujun  Wang  Bin  Huang  Wenyu  Xu  Shiming  Wang  Yong  Liu  Li  Li  Lijuan  Liu  Juanjuan  Yu  Yongqiang  Lin  Yanluan  Huang  Xiaomeng  Peng  Yiran 《Climate Dynamics》2020,54(7):3541-3559

Climate Dynamics - A new coupled data assimilation (CDA) system based on dimension-reduced projection four-dimensional variational data assimilation (DRP-4DVar) for decadal predictions is developed...  相似文献   

Simulated impacts of afforestation in East China monsoon region as modulated by ocean variability   总被引：3，自引：0，他引：3  

Di Ma  Michael Notaro  Zhengyu Liu  Guangshan Chen  Yongqiang Liu 《Climate Dynamics》2013,41(9-10):2439-2450

Using the National Center for Atmospheric Research Community Climate System Model Version 3.5, this paper examines the climatic effects of afforestation in the East China monsoon region with a focus on land–atmosphere interactions and the modulating influence of ocean variability. In response to afforestation, the local surface air temperature significantly decreases in summer and increases in winter. The summer cooling is attributed to enhanced evapotranspiration from increased tree cover. During winter, afforestation induces greater roughness and weaker winds over the adjacent coastal ocean, leading to diminished latent heat flux and increased sea-surface temperature (SST). The enhanced SST supports greater atmospheric water vapor, which is accompanied by anomalous wind, and transported into the East China monsoon region. The increase in atmospheric water vapor favors more cloud cover and precipitation, especially in the eastern afforestation region. Furthermore, the increase in atmospheric water vapor and cloud cover produce a greenhouse effect, raising the wintertime surface air temperature. By comparing simulations in which ocean temperature are either fixed or variable, we demonstrate that a significant hydrologic response in East China to afforestation only occurs if ocean temperatures are allowed to vary and the oceanic source of moisture to the continent is enhanced.  相似文献   

2010年6月中下旬南方暴雨过程变形场作用分析   总被引：3，自引：2，他引：1  

姜勇强  王元  吕梅  周祖刚  罗坚 《气象科学》2013,33(2):168-177

利用常规原始报文资料,采用基于Lanczos窗口滤波器的合成分析方法,对2010年6月13-27日的形势场、物理量进行合成分析,计算并分析了低空合成风场的总变形.结果表明:500 hPa大陆中、高纬地区存在一“Ω”形类阻塞高压,西北冷空气从其东部源源不断向长江及以南地区输送,与副热带高压西北侧的西南暖湿气流在我国南方地区交汇.700、850 hPa大陆高压与西太平洋副热带高压之间形成的鞍型场,位于长江以南地区,鞍型场鞍点附近及其东部膨胀轴是暴雨发生的主要区域.在南方地区上空200 hPa西北气流辐散产生的抽吸作用,对这次长时间、高强度的降水起了重要作用.发生在鞍型场和切变线上的低空中尺度气旋,是造成暴雨的重要天气系统.鞍型场膨胀轴附近,总变形最大,其位置、走向均与雨带基本一致,有利于锋生和中尺度气旋形成.低空冷暖气流交汇区域形成低空强θse梯度,在垂直剖面图上,等θse线呈现十分倾斜状态,该区域强θse水平梯度与低空总变形、正涡度区一致,可能是特大暴雨发生的重要因素.  相似文献   

Long-term Stability and Oceanic Mean State Simulated by the Coupled Model FGOALS-s2   总被引：2，自引：1，他引：1  

LIN Pengfei  YU Yongqiang  LIU Hailong 《大气科学进展》2013,30(1):175-192

We describe the long-term stability and mean climatology of oceanic circulations simulated by version 2 of the Flexible Global Ocean-Atmosphere-Land System model(FGOALS-s2).Driven by pre-industrial forcing,the integration of FGOALS-s2 was found to have remained stable,with no obvious climate drift over 600 model years.The linear trends of sea SST and sea surface salinity(SSS) were 0.04°C(100yr)-1 and 0.01 psu(100yr)-1,respectively.The simulations of oceanic temperatures,wind-driven circulation and thermohaline circulation in FGOALS-s2 were found to be comparable with observations,and have been substantially improved over previous FGOALS-s versions(1.0 and 1.1).However,significant SST biases(exceeding 3°C) were found around strong western boundary currents,in the East China Sea,the Sea of Japan and the Barents Sea.Along the eastern coasts in the Pacific and Atlantic Ocean,a warm bias(>3°C) was mainly due to overestimation of net surface shortwave radiation and weak oceanic upwelling.The difference of SST biases in the North Atlantic and Pacific was partly due to the errors of meridional heat transport.For SSS,biases exceeding 1.5 psu were located in the Arctic Ocean and around the Gulf Stream.In the tropics,freshwater biases dominated and were mainly caused by the excess of precipitation.Regarding the vertical dimension,the maximal biases of temperature and salinity were located north of 65°N at depths of greater than 600 m,and their values exceeded 4°C and 2 psu,respectively.  相似文献   

Oceanic climatology in the coupled model FGOALS-g2: Improvements and biases   总被引：1，自引：0，他引：1  

林鹏飞  俞永强  刘海龙 《大气科学进展》2013,30(3):819-840

The present study examines simulated oceanic climatology in the Flexible Global Ocean-Atmosphere-Land System model, Grid-point Version 2 (FGOALS-g2) forced by historical external forcing data. The oceanic temperatures and circulations in FGOALS-g2 were found to be comparable to those observed, and substantially improved compared to those simulated by the previous version, FGOALS-g1.0. Compared with simulations by FGOALS-g1.0, the shallow mixed layer depths were better captured in the eastern Atlantic and Pacific Ocean in FGOALS-g2. In the high latitudes of the Northern Hemisphere, the cold biases of SST were about 1°C–5°C smaller in FGOALS-g2. The associated sea ice distributions and their seasonal cycles were more realistic in FGOALS-g2. The pattern of Atlantic Meridional Overturning Circulation (AMOC) was better simulated in FGOALS-g2, although its magnitude was larger than that found in observed data. The simulated Antarctic Circumpolar Current (ACC) transport was about 140 Sv through the Drake Passage, which is close to that observed. Moreover, Antarctic Intermediate Water (AAIW) was better captured in FGOALS-g2. However, large SST cold biases (>3°C) were still found to exist around major western boundary currents and in the Barents Sea, which can be explained by excessively strong oceanic cold advection and unresolved processes owing to the coarse resolution. In the Indo-Pacific warm pool, the cold biases were partly related to the excessive loss of heat from the ocean. Along the eastern coast in the Atlantic and Pacific Oceans, the warm biases were due to overestimation of shortwave radiation. In the Indian Ocean and Southern Ocean, the surface fresh biases were mainly due to the biases of precipitation. In the tropical Pacific Ocean, the surface fresh biases (>2 psu) were mainly caused by excessive precipitation and oceanic advection. In the Indo-Pacific Ocean, fresh biases were also found to dominate in the upper 1000 m, except in the northeastern Indian Ocean. There were warm and salty biases (3°C–4°C and 1–2 psu) from the surface to the bottom in the Labrador Sea, which might be due to large amounts of heat transport and excessive evaporation, respectively. For vertical structures, the maximal biases of temperature and salinity were found to be located at depths of >600 m in the Arctic Ocean, and their values exceeded 4°C and 2 psu, respectively.  相似文献