基于多源数据的夜间经济时空分布格局研究方法     

曾磊鑫  刘涛  杜萍 《地球信息科学学报》2022,24(1):38-49

夜间经济是一个城市经济发展和消费水平的重要表征。目前国内外研究者对夜间经济的研究多停留在理论层面,或基于市场调研和问卷调查的小范围精细化研究。本文融合多源数据为夜间经济提供了新的视角,相较于传统的调查数据,具有更加快速、高效、广泛的特点,适合于夜间经济大范围研究。本文基于夜间灯光、POI、OD流等多源数据,采用DBSCAN、K-Means++等空间聚类算法和研究供需关系的盈亏法,分别从消费者角度和商户角度识别厦门市夜间活动热点区域和夜间服务设施分布区域,分析厦门市夜间经济时空分布格局及相关性。研究表明:① 厦门市夜间活动在空间上呈多环状分布并向四周递减,夜间活动热点区域分布受假期的影响因地而异;② 厦门市部分区域已有服务设施未能很好地服务于夜间经济,现有的照明、夜景等夜间灯光基础设施存在供给不足之处;③ 居住人口密度与夜间活动密度呈中度正相关,研究结果具有有效性,夜间服务设施盈亏值及数量、夜间灯光与夜间活动密度呈中、弱度相关,并且餐饮设施更加依赖于夜间灯光。最后,为厦门市未来夜间经济建设提出了根据不同的消费人群和心理提供不同的夜间服务、加强夜间灯光基础设施建设以及市场扶持的举措。研究结论对促进社会就业、增强基础设施使用率有积极意义,同时也能够为城市夜间经济发展和政策制定提供参考。  相似文献   

山东青州王坟地区1∶5万水系沉积物地球化学特征及找矿方向          下载免费PDF全文

董美川  武斌  杜振明  刘继勇  李保卫  夏影 《山东国土资源》2022,38(9)

鲁西近年来陆续发现了多处金及多金属矿床,如沂南铜井、金场,平邑归来庄、磨坊沟,沂源金星头,临朐铁寨等,但对上述地区以外的找矿工作还相对薄弱。王坟地区作为临朐铁寨金银多金属矿区外围地区,具有相似的成矿地质条件。本次研究通过在王坟地区开展的1∶5万水系沉积物测量工作,对其相关成矿元素进行聚类分析、因子分析等地质统计学分析。结果表明,区内Pb、Ag异常规模大,峰值高,富集特征及浓集中心明显,相关元素套合较好。通过地化剖面及探槽工程等手段进行异常查证,所取样品中Pb、Ag等低温热液元素分析结果与异常特征套合较好,本区内沿断裂带找寻Pb、Ag等低温热液元素矿床或矿化体潜力较大。  相似文献   

极地地区北斗三号单点定位精度分析     

杜彦君  贾小林  姚顽强  许瑾 《大地测量与地球动力学》2022,42(9):914-918

为分析BDS-3在极地地区的定位精度,选取两极地区10个MGEX站连续7 d的观测数据进行SPP和PPP实验。结果表明,BDS-3在两极地区可见卫星数及PDOP基本一致,平均可见卫星数约为9颗,PDOP约为2.3。BDS-3各频点间定位精度相差不大,南极地区SPP定位精度略优于北极,特别是U方向。北极地区E、N、U方向定位精度分别优于1 m、1 m和5 m,南极地区E、N、U方向定位精度分别优于1 m、1 m和2 m。BDS-3在两极地区PPP定位精度相当,与GPS定位精度基本一致,各频点组合定位精度在E、N、U方向均优于2 cm。  相似文献   

在空间抽象中线状目标间拓扑关系的等价转换   总被引：2，自引：0，他引：2  

郭庆胜  蔡永香  杜晓初 《测绘科学》2006,31(5):42-44

拓扑关系在抽象过程中的等价转换是维护多尺度空间关系一致性的基础。本文以空间拓扑关系组合推理所描述的线状目标之间的拓扑关系为例,采用成分抽象的等价转换方法,研究了线之间拓扑关系等价转换的原则,并绘出了相应的等价转换图。  相似文献   

公交网络最优路径组件设计新思维     

廖楚江  杜清运  蔡忠亮  吴小芳 《测绘通报》2006,(5):63-66,76

以STL和COM为技术支撑,提出基于最少换乘次数的公交网络最优路径求解模式,即在寻求最优路径的乘车方案时,不再是从求取最短路径开始,而是以寻求最少换乘次数的方案为初衷,在此基础上再来寻求最短和最优。这一思路可拓展传统的在最短基础上再求最优的单一模式,改善电子地图公交网络查询功能的实现。  相似文献   

Characteristics of Lake Breezes and Their Impacts on Energy and Carbon Fluxes in Mountainous Areas     

Lujun XU  Huizhi LIU  Qun DU  Yang LIU  Jihua SUN  Anlun XU  Xiaoni MENG 《大气科学进展》2021,38(4):603-614

In mountainous lake areas, lake–land and mountain–valley breezes interact with each other, leading to an "extended lake breeze". These extended lake breezes can regulate and control energy and carbon cycles at different scales. Based on meteorological and turbulent fluxes data from an eddy covariance observation site at Erhai Lake in the Dali Basin,southwest China, characteristics of daytime and nighttime extended lake breezes and their impacts on energy and carbon dioxide exchange in 2015 are investigated. Lake breezes dominate during the daytime while, due to different prevailing circulations at night, there are two types of nighttime breezes. The mountain breeze from the Cangshan Mountain range leads to N1 type nighttime breeze events. When a cyclonic circulation forms and maintains in the southern part of Erhai Lake at night, its northern branch contributes to the formation of N2 type nighttime breeze events. The prevailing wind directions for daytime, N1, and N2 breeze events are southeast, west, and southeast, respectively. Daytime breeze events are more intense than N1 events and weaker than N2 events. During daytime breeze events, the lake breeze decreases the sensible heat flux(Hs) and carbon dioxide flux(F_{CO_2}) and increases the latent heat flux(LE). During N1 breeze events, the mountain breeze decreases Hs and LE and increases F_{CO_2}. For N2 breeze events, the southeast wind from the lake surface increases Hs and LE and decreases suppress carbon dioxide exchange.  相似文献   

Estimation and Long-term Trend Analysis of Surface Solar Radiation in Antarctica: A Case Study of Zhongshan Station     

Zhaoliang ZENG  Zemin WANG  Minghu DING  Xiangdong ZHENG  Xiaoyu SUN  Wei ZHU  Kongju ZHU  Jiachun AN  Lin ZANG  Jianping GUO  Baojun ZHANG 《大气科学进展》2021,38(9):1497-1509

Long-term,ground-based daily global solar radiation (DGSR) at Zhongshan Station in Antarctica can quantitatively reveal the basic characteristics of Earth’s surface radiation balance and validate satellite data for the Antarctic region.The fixed station was established in 1989,and conventional radiation observations started much later in 2008.In this study,a random forest (RF) model for estimating DGSR is developed using ground meteorological observation data,and a highprecision,long-term DGSR dataset is constructed.Then,the trend of DGSR from 1990 to 2019 at Zhongshan Station,Antarctica is analyzed.The RF model,which performs better than other models,shows a desirable performance of DGSR hindcast estimation with an R~2 of 0.984,root-mean-square error of 1.377 MJ m~(-2),and mean absolute error of 0.828 MJ m~(-2).The trend of DGSR annual anomalies increases during 1990–2004 and then begins to decrease after 2004.Note that the maximum value of annual anomalies occurs during approximately 2004/05 and is mainly related to the days with precipitation (especially those related to good weather during the polar day period) at this station.In addition to clouds and water vapor,bad weather conditions (such as snowfall,which can result in low visibility and then decreased sunshine duration and solar radiation) are the other major factors affecting solar radiation at this station.The high-precision,longterm estimated DGSR dataset enables further study and understanding of the role of Antarctica in global climate change and the interactions between snow,ice,and atmosphere.  相似文献   

A Comprehensive Observational Analysis for the Effects of Gas Cannons on Clouds and Precipitation     

吴彬  王丹丹  李艳芳  尹浩  杜爽  黎朋红 《热带气象学报(英文版)》2022,28(2):237-251

To analyze the effects of gas cannons on clouds and precipitation, multisource observational data, including those from National Centers for Environmental Prediction (NCEP) reanalysis, Hangzhou and Huzhou new-generation weather radars, laser disdrometer, ground-based automatic weather station, wind profiler radar, and Lin''an C-band dual polarization radar, were adopted in this study. Based on the variational dual-Doppler wind retrieval method and the polarimetric variables obtained by the dual-polarization radar, we analyzed the microphysical processes and the variations in the macro - and microphysical quantities in clouds from the perspective of the synoptic background before precipitation enhancement, the polarization echo characteristics before, during and after enhancement, and the evolution of the fine three-dimensional kinematic structure and the microphysical structure. The results show that the precipitation enhancement operation promoted the development of radar echoes and prolonged their duration, and both the horizontal and vertical wind speeds increased. The dual-polarization radar echo showed that the diameter of the precipitation particles increased, and the concentration of raindrops increased after precipitation enhancement. The raindrops were lifted to a height corresponding to 0 to -20 ℃ due to vertical updrafts. Based on the disdrometer data during precipitation enhancement, the concentration of small raindrops (lgNw) showed a significant increase, and the mass-weighted diameter Dm value decreased, indicating that the precipitation enhancement operation played a certain“lubricating”effect. After the precipitation enhancement, the concentration of raindrops did not change much compared with that during the enhancement process, while the Dm increased, corresponding to an increase in rain intensity. The results suggest the positive effect of gas cannons on precipitation enhancement.  相似文献   

新型闪电电场变化测量仪的研究与初步应用     

徐黄飞  张其林  杜赛  薛奇 《热带气象学报》2021,37(3):502-511

闪电电场变化测量系统是目前用于闪电物理研究以及闪电定位的重要手段之一, 提高测量系统的探测性能, 对于推动闪电物理以及闪电定位的研究具有重要作用。根据电磁感应原理, 研制出探测带宽为10 Hz~5 MHz的新型闪电电场变化测量仪。并进行了实验, 标定了测量仪输出信号与电场变化信号在频域上的数值关系。利用三套测量仪系统对南京多个强雷暴过程展开同步探测, 利用获取的数据反演了负地闪电场波形。对探测到的58次负地闪波形特征进行统计, 与国内外统计结果进行对比分析, 发现各个地区的负地闪预击穿过程和首次回击电场波形特征存在较大差异。   相似文献   

冈底斯成矿带西段则不吓铅锌矿床钾长花岗斑岩年代学、地球化学及地质意义     

杜保峰  何凯  杨长青  蔡志超  鲁培庆  耿爱宾 《地质论评》2022,68(3):2022062012-2022062012

则不吓铅锌矿床位于冈底斯成矿带西段,西藏谢通门县境内,矿区发育大量钾长花岗斑岩,其与铅锌成矿存在密切联系。通过对其开展岩石学、LA-MC-ICP-MS锆石U-Pb年代学和岩石地球化学研究,探讨区内钾长花岗斑岩岩石成因、侵入时代及其与铅锌成矿之间的关系。岩石地球化学结果显示,钾长花岗斑岩具高硅、富钾而贫镁特征,A/CNK值介于1.08～1.38之间;REE具有较明显中等负Eu异常,总体呈现右倾的轻稀土富集特征,微量元素富集Rb、K、U、Th、Pb等大离子亲石元素,而Ba、Sr和Nb、Ta、Ti、P等高场强元素相对亏损。岩石地球化学研究表明钾长花岗斑岩属分异的S型花岗岩。锆石U-Pb测年结果显示,钾长花岗斑岩侵位年龄为14.18±0.15 Ma,系中新世岩浆作用产物,与印度—亚洲大陆碰撞后伸展背景下的引张构造有关,并与冈底斯成矿带中新世大规模斑岩侵位时代和相关斑岩型铜（钼）矿化时代一致,可能具有相同的成岩成矿环境,这为在该成矿带西段寻找与斑岩有关的铅锌矿床提供了参考。  相似文献