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A Cautionary Note on the Application of GIS in Spatial Optimization Modeling
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作者 Bin Zhou 《Journal of Geographic Information System》 2024年第1期89-113,共25页
Spatial optimization as part of spatial modeling has been facilitated significantly by integration with GIS techniques. However, for certain research topics, applying standard GIS techniques may create problems which ... Spatial optimization as part of spatial modeling has been facilitated significantly by integration with GIS techniques. However, for certain research topics, applying standard GIS techniques may create problems which require attention. This paper serves as a cautionary note to demonstrate two problems associated with applying GIS in spatial optimization, using a capacitated p-median facility location optimization problem as an example. The first problem involves errors in interpolating spatial variations of travel costs from using kriging, a common set of techniques for raster files. The second problem is inaccuracy in routing performed on a graph directly created from polyline shapefiles, a common vector file type. While revealing these problems, the paper also suggests remedies. Specifically, interpolation errors can be eliminated by using agent-based spatial modeling while the inaccuracy in routing can be improved through altering the graph topology by splitting the long edges of the shapefile. These issues suggest the need for caution in applying GIS in spatial optimization study. 展开更多
关键词 spatial Optimization gis Agent-Based model Covariance Function INTERPOLATION
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GTP-based Integral Real-3D Spatial Model for Engineering Excavation GIS 被引量:11
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作者 WULixin SHIWenzhong 《Geo-Spatial Information Science》 2004年第2期123-128,共6页
Engineering excavation GIS (E 2 GIS) is a real-3D GIS serving for geosciences related to geo-engineering, civil engineering and mining engineering based on generalized tri-prism (GTP) model. As two instances of GTP mo... Engineering excavation GIS (E 2 GIS) is a real-3D GIS serving for geosciences related to geo-engineering, civil engineering and mining engineering based on generalized tri-prism (GTP) model. As two instances of GTP model, G\|GTP is used for the real\|3D modeling of subsurface geological bodies, and E\|GTP is used for the real\|3D modeling of subsurface engineering excavations.In the light of the discussions on the features and functions of E 2 GIS, the modeling principles of G\|GTP and E\|GTP are introduced. The two models couple together seamlessly to form an integral model for subsurface spatial objects including both geological bodies and excavations. An object\|oriented integral real\|3D data model and integral spatial topological relations are discussed. 展开更多
关键词 real-3D spatial modeling GEOSCIENCES engineering GTP model E^2 gis
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DEVELOPMENT OF A GIS DATA MODEL WITH SPATIAL,TEMPORAL AND ATTRIBUTE COMPONENTS BASED ON OBJECT-ORIENTED APPROACH 被引量:2
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作者 SHI Wenzhong ZHANG Minwen 《Geo-Spatial Information Science》 2000年第1期17-23,共7页
This paper presents a conceptual data model, the STA-model, for handling spatial, temporal and attribute aspects of objects in GIS. The model is developed on the basis of object-oriented modeling approach. This model ... This paper presents a conceptual data model, the STA-model, for handling spatial, temporal and attribute aspects of objects in GIS. The model is developed on the basis of object-oriented modeling approach. This model includes two major parts: (a) modeling the signal objects by STA-object elements, and (b) modeling relationships between STA-objects. As an example, the STA-model is applied for modeling land cover change data with spatial, temporal and attribute components. 展开更多
关键词 OBJECT-ORIENTATION gis data modeling spatial temporal and attribute model
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基于Oracle Spatial的GIS数据组织及查询 被引量:8
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作者 苏炳均 诸昌钤 李林 《计算机应用研究》 CSCD 北大核心 2006年第12期278-280,共3页
G IS的一个难点是实现空间数据和属性数据的一体化存储和管理,研究用Oracle Spatial技术来解决这个问题。在确定了采用对象—关系模型来存储G IS数据后,比较了空间数据的两种导入方式,在此基础上,选用EasyLoader工具将G IS数据导入到Ora... G IS的一个难点是实现空间数据和属性数据的一体化存储和管理,研究用Oracle Spatial技术来解决这个问题。在确定了采用对象—关系模型来存储G IS数据后,比较了空间数据的两种导入方式,在此基础上,选用EasyLoader工具将G IS数据导入到Oracle数据库中,再用四元树索引为其建立索引。最后,选择Java作为开发工具,采用JDBC方式与Oracle数据库相连并实现了对G IS数据的查询。 展开更多
关键词 gis数据 ORACLE spatial 对象-关系模型 四元树索引 查询
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Environmental Analysis Using Integrated GIS and Spatial Configurations in Israel 被引量:1
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作者 Aybars Oztuna 《Journal of Geographic Information System》 2023年第2期267-293,共27页
The scope for environmental analysis constitutes a critical factor in recent times, yet demanding importance due to the concerns of environmental sustainability. The study aims at analysing the prospects of implementi... The scope for environmental analysis constitutes a critical factor in recent times, yet demanding importance due to the concerns of environmental sustainability. The study aims at analysing the prospects of implementing an integrated GIS and spatial configuration for environment analysis in Israel. The study adopts an empirical study design to consider the multi-dimensional utilisation of an integrated GIS and spatial configuration for environment analysis. The study considers the materials and methods of the GIS system modelling as well, consisting of satellite imagery, GPS-based location identification, Esri ArcGIS, CyberGIS, and BIM integration to present a comprehensive system for the environmental analysis of Israel. The results of the study indicate that the threats of natural disasters and climate change can be identified based on the synergy of spatial data within an integrated GIS modelling. In many cases, it is also used in collaboration with a BIM to ensure that planning and decision-making processes are sustainable, economically beneficial and environmentally considered. Thus, it is concluded that environmental analysis through the projection of visually represented satellite imagery within an integrated GIS with spatial configurations in Israel can minimise the conflicts between the infrastructural designs, human activities, and environmental sustainability. 展开更多
关键词 gis gis modelling spatial Configuration Environment Analysis Israel Geospatial Intelligence System spatial Data Analysis
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基于Oracle Spatial的GIS数据一体化存储模型及在城镇地籍调查中的应用 被引量:2
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作者 潘红平 吴艳 《测绘》 2009年第5期233-237,共5页
本文主要围绕Oracle Spatial的对象-关系模型阐述了GIS数据一体化存储模型,并用具体实例分析了模型在城镇地籍调查中的应用。
关键词 ORACLE spatial gis数据一体化存储模型 对象-关系模型 城镇地籍调查
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An integrated method to calculate the spatial distribution of overburden strata failure in longwall mines by coupling GIS and FLAC^(3D) 被引量:15
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作者 Zhao Xiaodong Jiang Jian Lan Bochao 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第3期369-373,共5页
The spatial distribution of overburden strata failure is of significant importance to affect the safety of underground mining. Because the traditional methods cannot be applied in all coal mines due to geological cond... The spatial distribution of overburden strata failure is of significant importance to affect the safety of underground mining. Because the traditional methods cannot be applied in all coal mines due to geological conditions or mining structures, a method of coupling FLAC3D with GIS was presented to calculate the spatial distribution of overburden strata failure in longwall coal mines. After building the spatio-temporal database from the calculation results of FLAC3D, the height of the mining-induced fractured zone in the overburden strata can be calculated by using the given height function. The results of case study show that the height of the fractured zone reached the maximum value at the face advance equal to about the panel width. The outcome of the work presented will be helpful in practice to improve safety in the production. 展开更多
关键词 gis Overburden strata spatial modeling Coupling
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Hypergraph-based Object-oriented Model and Hypergraph Theory for GIS 被引量:2
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作者 ZHANGJin GONGJianya 《Geo-Spatial Information Science》 2002年第1期37-43,共7页
This paper discusses the features and relevant theories of GIS spatial data model based on hypergraph,etc.The integrated concept model based on hypergraph and object_oriented model (HOOM) is proposed by the authors.Th... This paper discusses the features and relevant theories of GIS spatial data model based on hypergraph,etc.The integrated concept model based on hypergraph and object_oriented model (HOOM) is proposed by the authors.The principal contribution of this paper is that we study the K_section and other theories of hypergraph.An application example using HOOM is given at the end of the paper. 展开更多
关键词 HYPERGRAPH object_oriented gis spatial data model HBDS DEM
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Integrated Evaluation Model for Eco-Environmental Quality in Mountainous Region Based on Remote Sensing and GIS 被引量:1
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作者 LI Ainong WANG Angsheng +2 位作者 HE Xiaorong FENG Wenlan ZHOU Wancun 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第4期969-976,共8页
Based on Remote Sensing (RS), Geographic Information System (GIS), and combining Principal Component Analysis, this paper designed a numerical integrated evaluation model for mountain eco-environment on the base ... Based on Remote Sensing (RS), Geographic Information System (GIS), and combining Principal Component Analysis, this paper designed a numerical integrated evaluation model for mountain eco-environment on the base of grid scale. Using this model, we evaluated the mountain eco-environmental quality in a case study area-the upper reaches of Minjiang River, and achieved a good result, which accorded well with the real condition. The study indicates that, the integrated evaluation model is suitable for multi-layer spatial factor computation, effectively lowing man's subjective influence in the evaluation process; treating the whole river basin as a system, the model shows full respect to the circulation of material and energy, synthetically embodies the determining impact of such natural condition as water-heat and landform, as well as human interference in natural eco-system; the evaluation result not only clearly presents mountainous vertical distribution features of input factors, but also provides a scientific and reliable thought for quantitatively evaluating mountain eco-environment. 展开更多
关键词 ECO-ENVIRONMENT evaluation model spatial principal component analysis RS (remote sensing) gis (geographic information system)
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Assessing Vulnerability of Hard Rock Granitic Aquifer Through the Application of DRASTIC Model and GIS
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作者 R.K.Prasad V.S.Singh S.K.G.Krishnamacharyulu 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期27-27,共1页
Groundwater is a finite resource which is being overexploited due to increase in demand over the years leading to decrease in its potentiality.As it is known that ground water is the only major source of drinking wate... Groundwater is a finite resource which is being overexploited due to increase in demand over the years leading to decrease in its potentiality.As it is known that ground water is the only major source of drinking water for both urban and rural India its proper management is very essential for its sustainability. In the present study,DRASTIC model is 展开更多
关键词 spatial ANALYST gis DRASTIC model groundwater VULNERABLE zone hard rock AQUIFER
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LAN Tool: A GIS Tool for the Improvement of Digital Elevation Models Using Drainage Network Attributes
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作者 Alexandra Gemitzi Odysseas Christou 《Journal of Geographic Information System》 2013年第4期325-336,共12页
Digital Elevation Models (DEMs) are constructed using altitude point data and various interpolation techniques. The quality and accuracy of DEMs depend on data point density and the interpolation technique used. Usual... Digital Elevation Models (DEMs) are constructed using altitude point data and various interpolation techniques. The quality and accuracy of DEMs depend on data point density and the interpolation technique used. Usually however, altitude point data especially in plain areas do not provide realistic DEMs, mainly due to errors produced as a result of the interpolation technique, resulting in imprecise topographic representation of the landscape. Such inconsistencies, which are mainly in the form of surface depressions, are especially crucial when DEMs are used as input to hydrologic modeling for impact studies, as they have a negative impact on the model’s performance. This study presents a Geographical Information System (GIS) tool, named LAN (Line Attribute Network), for the improvement of DEM construction techniques and their spatial accuracy, using drainage network attributes. The developed tool does not alter the interpolation technique, but provides higher point density in areas where most DEM problems occur, such as lowland areas or places where artificial topographic features exist. Application of the LAN tool in two test sites showed that it provides considerable DEM improvement. 展开更多
关键词 Digital ELEVATION model (DEM) GEOGRAPHICAL Information Systems (gis) Drainage Network spatial INTERPOLATION Hydrologic modeling
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Planning Sports Facilities Based on a Multicriteria Model Built in GIS Environment
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作者 Fernando da Fonseca Cruz 《Journal of Civil Engineering and Architecture》 2020年第8期409-426,共18页
The objective of this work is to evaluate the coverage of the sports facilities at Oeiras Municipality,near Lisbon,in Portugal,identifying the well-served areas and those with deficit coverage,according to the nationa... The objective of this work is to evaluate the coverage of the sports facilities at Oeiras Municipality,near Lisbon,in Portugal,identifying the well-served areas and those with deficit coverage,according to the national norms for sports facilities programming and characterization,based on a self methodology,in a geographic information system(GIS)environment.For the deficit covered areas,a multicriteria analysis was developed,based on the established national criteria,which allow the identification and prioritization of interventioned areas for sports facilities.The results obtained by the application of this tool enable more informed and more detailed knowledge of the Oeiras Municipality sports supply,providing essential information for decision making in the planning of sports facilities. 展开更多
关键词 Service area spatial coverage sports facilities planning multicriteria analysis decision models gis
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基于GIS的合肥市中心城区医疗服务空间可达性研究
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作者 谢鹏 黄云峰 于鹏诚 《河南城建学院学报》 CAS 2024年第3期65-71,97,共8页
城市医疗设施资源配置和卫生服务的均衡性对居民生活质量的提升至关重要。以合肥市中心城区为例,运用地理信息系统(GIS)技术,采用多种出行模式下的改进潜能模型法,结合基尼系数和四象限筛选等方法,对不同时间阈值下的城市医疗设施的可... 城市医疗设施资源配置和卫生服务的均衡性对居民生活质量的提升至关重要。以合肥市中心城区为例,运用地理信息系统(GIS)技术,采用多种出行模式下的改进潜能模型法,结合基尼系数和四象限筛选等方法,对不同时间阈值下的城市医疗设施的可达性及均衡性进行综合评价,提出了优化合肥市中心城区医疗服务空间的建议。结果显示:合肥市中心城区医疗设施空间可达性差异明显,整体上呈现中心紧密、四周松散的空间特征;通过识别分析可达性较低的区域,建议改善杏林街道社区卫生服务中心,改善后可达性和服务效率明显提升。 展开更多
关键词 医疗设施 gis 改进潜能模型 空间可达性 优化选址
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基于BIM与GIS技术的三维模型构建与分析 被引量:3
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作者 赵文 吴长悦 +1 位作者 张凌云 张中月 《河北水利电力学院学报》 2024年第1期76-80,共5页
文中研究了建筑信息模型(BIM)和地理信息系统(GIS)的结合在解决建筑行业问题方面的潜力。通过使用Revit软件构建BIM模型,并将其导入地理信息软件中,进行三维模型分析,挖掘更多的三维数据的价值。研究结果表明,BIM-GIS结合在解决建筑行... 文中研究了建筑信息模型(BIM)和地理信息系统(GIS)的结合在解决建筑行业问题方面的潜力。通过使用Revit软件构建BIM模型,并将其导入地理信息软件中,进行三维模型分析,挖掘更多的三维数据的价值。研究结果表明,BIM-GIS结合在解决建筑行业问题方面具有巨大的潜力。通过整合BIM模型和地理信息,可获得全面、准确的建筑模型,包括几何属性、构件信息、时间进度和成本数据等。通过三维模型分析,能够更好地理解建筑物在地理空间中的相互关系和影响。在建筑物运维阶段,我们能够实时监测和预测建筑物状态,并提供有效的决策支持,这种结合为建筑行业带来了更多的机遇和发展空间。 展开更多
关键词 BIM gis 三维模型 空间分析
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GIS与层次分析法结合的危险品车辆停车场选址——以苏州市为例
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作者 马培付 沈小燕 +2 位作者 刘晨曦 胡家振 蓝倩 《交通科技与经济》 2024年第6期45-53,共9页
为更好实现危险品车辆停车场的科学选址布局,提升危险品道路运输安全,考虑危险品车辆本身的危险属性会增大选址因素的复杂性和多样性,提出GIS与层次分析法结合的危险品车辆停车场选址方法。首先,根据危险品车辆GPS轨迹数据对研究区域停... 为更好实现危险品车辆停车场的科学选址布局,提升危险品道路运输安全,考虑危险品车辆本身的危险属性会增大选址因素的复杂性和多样性,提出GIS与层次分析法结合的危险品车辆停车场选址方法。首先,根据危险品车辆GPS轨迹数据对研究区域停车泊位需求进行预测,使用层次分析法确定停车场选址影响因子权重,并按重分类加权叠加;然后,根据综合适宜性评分值、禁止建设区域、面积过小等约束条件,筛选出停车场初始位置;最后,通过位置分配模型结合城市道路网络,确定危险品车辆停车场的位置和数量,实现对危险品车辆停车场选址的优化。以苏州市危险品车辆停车场选址为列,选址结果不仅验证该选址方法的实用性,还能为危险品车辆停车场选址提供新思路。 展开更多
关键词 危险品车辆停车场 gis空间分析技术 LA模型 层次分析法 选址优化
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基于GIS的河南省1960—2020年降水时空特征分析与预测模型研究
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作者 董兆轩 《安徽农业科学》 CAS 2024年第11期190-194,200,共6页
基于河南省1960—2020年117个气象站点的降水数据,采用GIS技术、Mann-Kendall检验、Morlet小波分析、Kriging插值法对近61 a河南省的降水时空分布规律进行研究,并根据第六次耦合模式比较计划(CMIP6)预测河南省2025、2035年的降水情况。... 基于河南省1960—2020年117个气象站点的降水数据,采用GIS技术、Mann-Kendall检验、Morlet小波分析、Kriging插值法对近61 a河南省的降水时空分布规律进行研究,并根据第六次耦合模式比较计划(CMIP6)预测河南省2025、2035年的降水情况。结果表明:1960—2020年河南省年降水量自北向南逐步递增,空间分布呈现出明显的纬度地带性规律,呈现出北少南多的特征;近61 a河南省年降水量第一主周期为55 a,降水周期为1971—2008年,降水具有周期时间长的特点;近61 a河南省降水量的时间变化趋势呈现出持续波动的状态,年降水量平均为584.7 mm;河南省1964、1985、2003年降水量明显增加,1993、1996、2002、2019年降水量呈下降趋势;河南省2025、2035年降水空间分布与过去61 a降水空间分布存在一定的相似性,各地降水量仍然存在由北向南递增的纬度地带性规律。 展开更多
关键词 降水量 时空特征 预测模型 gis 河南省
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基于GIS的地下水质疏水性污染地理空间分布研究
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作者 张莹 《环境科学与管理》 CAS 2024年第4期49-54,共6页
地下水质疏水性污染涉及多种污染物,如重金属、有机物和微生物等,其迁移、转化和积累过程具有复杂性和多样性。为了制定地下水治理策略,提出基于GIS的地下水质疏水性污染地理空间分布研究方法。介绍研究区域以及土壤和地下水的采样测定... 地下水质疏水性污染涉及多种污染物,如重金属、有机物和微生物等,其迁移、转化和积累过程具有复杂性和多样性。为了制定地下水治理策略,提出基于GIS的地下水质疏水性污染地理空间分布研究方法。介绍研究区域以及土壤和地下水的采样测定方法;建立疏水性污染物的迁移模型,获得水性污染特征,并采用GIS技术绘制疏水性污染元素的地理空间分布图;结合单因子污染指数与潜在生态风险指数分析风险分布特征,完成污染地理空间分布研究。结果表明,研究区域内富集了多种疏水性重金属,主要以Zn和Cu为主,疏水性污染重金属的空间分布较为相似。 展开更多
关键词 gis技术 污染物迁移模型 疏水性污染 地理空间分布 潜在生态风险
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基于GIS模型的地域性灌木园林景观空间平衡性布局最优规划仿真
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作者 刘骥 周心怡 《林业调查规划》 2024年第3期176-181,共6页
针对当前对景观结构与功能相互关系分析的方法缺少,导致灌木面积演化后大幅度减少的问题,提出基于GIS模型的地域性灌木园林景观空间平衡性布局最优规划仿真。统计基于GIS模型的地域性灌木高程数据,在ArcGIS中计算灌木景观热力学熵,判断... 针对当前对景观结构与功能相互关系分析的方法缺少,导致灌木面积演化后大幅度减少的问题,提出基于GIS模型的地域性灌木园林景观空间平衡性布局最优规划仿真。统计基于GIS模型的地域性灌木高程数据,在ArcGIS中计算灌木景观热力学熵,判断空间布局平衡性。分析地域性灌木分配均匀度、空间平衡性布局优势度和布局规划维度指标,定量分析景观格局结构与功能的相互关系。通过空间平衡性布局最优规划指标,计算地域性灌木斑块面积占比和灌木斑块密度指数,通过GIS模型交互反馈解决规划过程中维度低的问题。将对比度、信息熵、元素间相似程度作为描述向量,结合最大似然法进行布局最优规划仿真,使用综合指数评价法构建GIS评价模型,按照空间平衡性设定布局标准,获取合理规划结果。仿真结果表明,采用该方法进行灌木园林景观布局规划,演化后的灌木面积为5.0×105hm2,与所研究方法一致。研究结果表明,使用该方法进行地域性灌木园林景观空间平衡性布局最合理。 展开更多
关键词 gis模型 地域性灌木 园林景观 空间平衡性 布局最优规划
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基于GIS分析的广西北部湾城市群城市经济联系及时空演变研究
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作者 杨晓彦 占金刚 冯文静 《中国商论》 2024年第5期5-8,共4页
本文以广西北部湾城市群6个城市为研究对象,采用城市流强度模型,结合GIS可视化技术,具体研究北部湾城市群经济联系的时空格局和影响因素。研究结论:(1)在时间格局演变上,2011—2020年广西北部湾城市群6个城市的城市流强度呈上升趋势,城... 本文以广西北部湾城市群6个城市为研究对象,采用城市流强度模型,结合GIS可视化技术,具体研究北部湾城市群经济联系的时空格局和影响因素。研究结论:(1)在时间格局演变上,2011—2020年广西北部湾城市群6个城市的城市流强度呈上升趋势,城市之间的经济联系日益紧密,经济辐射强度和空间集聚能力不断加强,但城市群整体发展不协调;(2)在空间格局演变上,广西北部湾城市群东部城市发展水平相对较高,西部城市交通通达度较低,逐步形成“东高西低”的空间格局。 展开更多
关键词 北部湾城市群 城市经济联系 时空演变 城市流强度模型 gis可视化
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时态GIS及其应用 被引量:13
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作者 曹伟 花向红 许跃民 《地理空间信息》 2005年第6期31-32,38,共3页
介绍时态GIS在国内外的研究概况,在此基础上介绍时态GIS的核心——时空数据模型,给出了时态GIS在地籍管理中的应用实例。并对时态GIS研究作出了一些展望。
关键词 时态gis 时空数据模型 gis应用
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