空间溢出影响对中国省际迁移的影响,2005-2010年
Yingxia Pu1, Xiao Han1, Guangqing Chi2
1School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing 210023, China.
概括
区域特征的变化会影响迁移. 空间溢出影响显著影响中国的省际移民流,人口规模是2005-2010年的主要驱动因素.
科学领域:
- 空间分析是一种空间分析.
- 人口统计学 人口统计学
- 经济地理 经济地理
背景情况:
- 迁移网络是区域变化影响当地和邻近地区的复杂系统.
- 了解空间溢出效应对于分析省际迁移动态至关重要.
研究的目的:
- 调查空间溢出效应对中国省际移民流的影响.
- 评估不同的空间自回归交互模型,用于迁移分析.
主要方法:
- 提出了四种空间自回归交互模型.
- 在重力模型中整合网络结构.
- 分析了中国 (2005-2010年) 的省际移民数据.
主要成果:
- 结合原点-目的地-流量依赖结构的模型表现出卓越的准确性.
- 人口规模被确定为移民的最重要的决定因素.
- 发现空间溢出效应大大放大了人口规模对移民的影响.
结论:
- 空间溢出效应在塑造中国省际迁移模式方面发挥着至关重要的作用.
- 准确的移民建模需要考虑区域和移民流动之间的相互依赖.
相关概念视频
Factorial Design
13.0K
Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
13.0K
Outliers and Influential Points
4.0K
An outlier is an observation of data that does not fit the rest of the data. It is sometimes called an extreme value. When you graph an outlier, it will appear not to fit the pattern of the graph. Some outliers are due to mistakes (for example, writing down 50 instead of 500), while others may indicate that something unusual is happening. Outliers are present far from the least squares line in the vertical direction. They have large "errors," where the "error" or residual is the...
4.0K
Scatter Plot
6.8K
The most common and easiest way to display the relationship between two variables, x and y, is a scatter plot. A scatter plot shows the direction of a relationship between the variables. A clear direction happens when there is either:
6.8K
Cell Migration
4.7K
Cell migration is a process by which the cells move from one location to another, playing an essential role in embryological development, repair and regeneration, immune response, and metastasis. Cells migrate in response to chemical or mechanical signals generated by specific organs or tissues. The overall mechanism includes three steps - polarization, protrusion, and release. Polarization involves the formation of a distinct cell front and rear, which determines the direction of movement.
4.7K
Manipulation and Analysis
20
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
20
Chemotaxis and Direction of Cell Migration
3.3K
Cells can detect chemical cues in their environment and reorganize the cytoskeleton to migrate toward them or away from them. This directional migration, called chemotaxis, is essential during embryogenesis and development, immune response, tissue repair and regeneration, and reproduction. These chemical cues can either attract or repel the cell's movement. For example, axon development is determined by a combination of chemoattractants and chemorepellents that direct the growing axon...
3.3K


