时空间行为视角下交通与社会排斥研究进展     

黄晓燕  曹小曙 《地理科学进展》2022,41(1):107-117

新型城镇化背景下,建设具有包容性和公平正义的城市,成为社会可持续发展的重要内容。交通相关的社会排斥研究主要包括理论研究、社会空间分析、交通与社会排斥的比较研究等,形成了基于空间和基于人群的2种研究范式。但关于不同地理环境和不同社会群体的交通与社会排斥研究,仍然缺乏对空间与行为互动的内在因果关系的有效论证,迫切需要从地理空间和不同社会群体的时空间行为入手,厘清交通与社会排斥的概念内涵和作用机理。论文梳理了交通与社会排斥的概念内涵、研究范式与测度方法,重点从时空间行为视角阐述了交通维度的社会排斥研究的内在逻辑和实证结果,并结合中国实际,试图构建时空间和行为互动的交通与社会排斥研究框架,为消除交通维度的社会排斥障碍、建构多尺度社会融合路径、建设更为包容和公平正义的城市提供实践基础和理论支持。  相似文献   

Urban land development intensity: New evidence behind economic transition in the Yangtze River Delta,China     

YANG Qingke  WANG Lei  LI Yongle  FAN Yeting  LIU Chao 《地理学报(英文版)》2022,32(12):2453-2474

Over the past 20 years, China has experienced multiple economic transitions characterized by marketization, globalization, decentralization, and urbanization; as a result, urban land development intensity (ULDI) has become a significant issue for sustainable development. As China’s largest globalized urban area, the rapid socio-economic development of the Yangtze River Delta has created a huge demand for urban land. We apply a theoretical framework for a four-dimensional analysis tool to understand the dynamic evolution of the ULDI in the context of economic transition. It reveals that marketization, globalization, decentralization, and urbanization affect the ULDI in the economic transition of Yangtze River Delta. Marketization, especially the continuous improvement of land marketization, optimizes the spatial allocation of land resources and encourages urban land users to improve ULDI. Globalization promotes the rapid growth of economy and population through an increase in foreign direct investment. In the process of decentralization, local governments rely on developing a mode of land finance, resulting in a disordered urban space and low ULDI. Population growth and agglomeration during urbanization stimulates residents’ consumption capacity and promotes economic growth, thus creating a greater demand for urban land. However, a low level of development and utilization restricts the improvement of development intensity. Economic development can improve the level of land-intensive use by promoting the adjustment, optimization, and upgrade of urban industrial structures.  相似文献   

Mapping collective human activity in an urban environment based on mobile phone data   总被引：1，自引：0，他引：1  

Guenther Sagl  Eric Delmelle  Elizabeth Delmelle 《制图学和地理信息科学》2014,41(3):272-285

Identifying and characterizing variations of human activity – specifically changes in intensity and similarity – in urban environments provide insights into the social component of those eminently complex systems. Using large volumes of user-generated mobile phone data, we derive mobile communication profiles that we use as a proxy for the collective human activity. In this article, geocomputational methods and geovisual analytics such as self-organizing maps (SOM) are used to explore the variations of these profiles, and its implications for collective human activity. We evaluate the merits of SOM as a cross-dimensional clustering technique and derived temporal trajectories of variations within the mobile communication profiles. The trajectories’ characteristics such as length are discussed, suggesting spatial variations in intensity and similarity in collective human activity. Trajectories are linked back to the geographic space to map the spatial and temporal variation of trajectory characteristics. Different trajectory lengths suggest that mobile phone activity is correlated with the spatial configuration of the city, and so at different times of the day. Our approach contributes to the understanding of the space-time social dynamics within urban environments.  相似文献   

地理图斑智能计算及模式挖掘方法研究     

骆剑承  吴田军  吴志峰  周亚男  郜丽静  孙营伟  吴炜  杨颖频  胡晓东  张新  沈占锋 《地球信息科学学报》2020,22(1):57-75

在大数据时代,高分辨率对地观测技术实现了对地球表层地理现象和地理过程最为真实、量化、全面覆盖又快速更新的数据化记录,可为地理空间认知研究的新发展奠定时空信息聚合与挖掘计算的基准。地理图斑是影像空间映射到地理空间中对于地理实体的抽象化表达,是构建地理场景和承载地理空间各类信息进而开展模式挖掘的最小单元。本文以地理图斑为基本对象,通过分析其中视觉模拟、符号推测等几类机器学习的协同计算机制,从空间、时间与属性等维度构建了集“分区分层感知”、“时空协同反演”、“多粒度决策”三者于一体的地理图斑智能计算模型,并以在贵州息烽县、广西江州区开展的农业种植结构制图与规划决策为应用案例,探索了地理图斑分布、生长以及功能3种模式的挖掘方法,并进一步设计了动态视角下开展图斑动力模式挖掘的研究思路。  相似文献   

1980—2020年中国九大流域蒸散发及其组分时空评估     

杨泽龙  李艳忠  白鹏  杜深文  郝奕  钱畅  李超凡 《地球信息科学学报》2022,24(5):889-901

蒸散发是地表陆气水分交换的纽带,准确量化蒸散发的时空演变格局对于水资源规划与管理至关重要。本文基于GLEAM模型的蒸散发及其组分数据集,借助7个通量观测站数据、120个流域的流域水量平衡及PML_V2蒸散发产品,在中国九大流域系统评估了GLEAM-ET产品,分析了植被恢复背景下,蒸散发（ET）及其组分（植被蒸腾Ec,截留蒸发Ei,土壤蒸发Es）在1980—2020年的时空演变格局。本文主要得到以下结论：① GLEAM-ET产品在中国九大流域具有较好的适用性,其性能与气候类型有关,干旱区效果优于湿润区。此外,GLEAM与PML_V2模型在九大流域相关性较好（R>0.7）,分布格局与变化趋势整体保持一致。② 全国尺度上,ET均值为416.88 mm,增长速率为1.21 mm/a。Ec与ET均呈自东南向西北递减的分布格局,而Es与其相反。Ec、ET在九大流域均呈显著增加趋势（p<0.001）。Ei、Es在季风区流域分别呈显著增加和显著减小趋势;在内陆区流域呈不显著减小（p>0.05）和显著增加趋势。③在植被恢复背景下,ET组分比例发生了变化。Ec占比变化存在南北差异,南方流域Ec占比均减小,北方流域均增加。Ei占比在各流域均增加,Es占比均减小。黄河流域ET组分对植被恢复的响应最为明显,Ec占比增加了5.21%,Es占比减小了5.56%。  相似文献   

An ANN‐based model for spatiotemporal groundwater level forecasting     

Vahid Nourani  Asghar Asghari Mogaddam  Ata Ollah Nadiri 《水文研究》2008,22(26):5054-5066

This paper evaluates the feasibility of using an artificial neural network (ANN) methodology for estimating the groundwater levels in some piezometers placed in an aquifer in north‐western Iran. This aquifer is multilayer and has a high groundwater level in urban areas. Spatiotemporal groundwater level simulation in a multilayer aquifer is regarded as difficult in hydrogeology due to the complexity of the different aquifer materials. In the present research the performance of different neural networks for groundwater level forecasting is examined in order to identify an optimal ANN architecture that can simulate the piezometers water levels. Six different types of network architectures and training algorithms are investigated and compared in terms of model prediction efficiency and accuracy. The results of different experiments show that accurate predictions can be achieved with a standard feedforward neural network trained usung the Levenberg–Marquardt algorithm. The structure and spatial regressions of the ANN parameters (weights and biases) are then used for spatiotemporal model presentation. The efficiency of the spatio‐temporal ANN (STANN) model is compared with two hybrid neural‐geostatistics (NG) and multivariate time series‐geostatistics (TSG) models. It is found in this study that the ANNs provide the most accurate predictions in comparison with the other models. Based on the nonlinear intrinsic ANN approach, the developed STANN model gives acceptable results for the Tabriz multilayer aquifer. Copyright © 2008 John Wiley & Sons, Ltd.  相似文献   

重庆直辖以来乡村人居环境可持续发展力及其时空分异研究   总被引：3，自引：1，他引：3  

王成  李颢颖  何焱洲  马小苏  周明茗 《地理科学进展》2019,38(4):556-566

乡村人居环境是一复杂巨系统,其可持续发展力是各子系统间物质、信息与能量相互流通与交换的结果,本文从经济发展、生产生活、生态环境3个子系统入手构建乡村人居环境可持续发展力的评价指标体系,以1997—2015年重庆市37个区县的面板数据为数据源,运用发展水平(衡量乡村人居环境可持续发展态势)、发展效率(反映乡村人居环境发展趋向可持续的快慢程度)和协调指数(反映各子系统发展水平均衡程度)构建乡村人居环境可持续发展力测度模型,分析了乡村人居环境可持续力并探究其时空分异特征,为因地制宜践行《农村人居环境整治三年行动方案》提供策略支持。结果表明：1997—2015年,乡村人居环境可持续发展力时序上总体态势向好,其中发展水平逐步上升,发展效率波动剧烈,协调性稳步提高,各子系统间可持续发展力差异性较大;乡村人居环境可持续发展力在空间上总体呈现西高东低、“中心-边缘”的分异格局,区县间差异性明显,其中经济发展子系统呈“多级核心-外围”辐射圈层式差异化增长格局、生产生活子系统呈自西向东扩散式增长格局,生态环境子系统总体上先降后升,呈波浪式不均衡增长格局;从政府“制导引导”、城乡“双轮”联动、“点-极-核”整治模式等方面提出了相关整治策略。  相似文献   

基于模糊理论的时空数据模型及算法解决     

陈珺 《测绘与空间地理信息》2009,32(1)

针对当前时空数据模型中存在的主要问题,本文提出了一种基于模糊理论的时空数据模型.该模型从时空对象演化的角度出发,结合模糊隶属度的概念,力求精确表达对象演化的整个过程及对象之间的相互关系.在此基础上,进一步分析了该模型的数据结构以及算法解决,为时空数据模型的研究提供了新的思路.  相似文献   

On-the-fly server-based aerial imagery management system     

Ana E.  Seguí  José L.  Lerma  Santiago  Navarro  Cristina  Portalés 《The Photogrammetric Record》2009,24(127):280-294

Aerial images are valuable products when dealing with both geospatial and geotemporal analysis. Nowadays, they are widely used for many different purposes and by an extensive public, including private companies, official administrations and individual users. Although in the past few years there has been an increasing interest in showing all kinds of geographical information on the World Wide Web, access to aerial imagery and its dissemination are still difficult and lack flexibility. This paper introduces an aerial imagery management system based on client–server principles, operated so as to allow users quick and efficient queries, processing and management of huge sets of photogrammetric imagery stored on raster servers. It is a novel product that is ready to provide image-based cartographic data available in public and private digital warehouses, facilitating all the required visualisations and queries, as well as geometric and radiometric processing on the fly. This paper shows the design, system architecture and various functionalities of the system in a real-life scenario.  相似文献   

里下河地区极端降水时空变化及未来趋势分析     

鞠艳  杨星  王轶虹  王冬梅  齐斐  王志寰 《水文》2023,43(4)

随着全球变暖,极端天气事件逐渐增加,影响着社会经济发展,揭示区域极端降水时空变化对防洪减灾具有重要意义。基于1960—2019年的逐日降水,通过MK趋势检验、小波分析、重标极差以及克里金插值方法,从强度、频率和持续性三方面分析里下河地区的极端降水指数,并进一步探究其未来趋势变化。结果表明：（1）里下河地区多年平均降水为1017.25 mm,呈不显著增加趋势;空间分布差异明显,总体呈自西北向东南逐渐增加的分布。（2）研究区内各站点极端降水指数变化不同,总体而言,极端降水强度、频率均呈现增加趋势,持续性呈减少趋势。（3）极端降水指数变化过程中存在3类尺度的周期性变化,在整个时间尺度上存在3个偏多中心和2个偏少中心。（4）除R10mm和R20mm未来变化趋势与过去趋势相反且呈弱持续性,其他极端降水指数未来变化趋势与过去相一致,且过去总体趋势对未来趋势的影响时间长度在9~16年左右。研究结果为里下河地区科学合理应对气象灾害、合理配置水资源提供依据。  相似文献