欧洲Erasmus+学生的流动性:从2014年到2022年,地理定位的个人和总体流动流
Tuomas Väisänen1,2,3,4, Milad Malekzadeh5, Oula Inkeröinen5
1Digital Geography Lab, Department of Geosciences and Geography, University of Helsinki, Helsinki, Finland. tuomas.vaisanen@helsinki.fi.
Scientific data
|March 25, 2025
概括
这项研究将Erasmus+计划中的学生流动数据地理定位,并添加空间信息以增强地理研究. 丰富的数据集使我们能够对欧洲地区的吸引力和人类流动模式有新的见解.
科学领域:
- 人类地理的人类地理
- 空间分析 空间分析
- 教育流动性研究教育流动性研究
背景情况:
- 学生流动性是区域吸引力的关键指标,并影响政策和规划.
- 伊拉斯计划已经产生了广泛的个人层面的流动性数据 (2014-2022年).
- 现有的数据缺乏关键的空间信息,限制了其地理研究应用.
研究的目的:
- 用精确的空间信息来丰富现有的学生流动数据.
- 创建适用于地理分析的地理定位数据集.
- 促进对区域特征和人类流动模式的研究.
主要方法:
- 利用光子地理编码服务将文本位置转换为空间数据.
- 增加了地方行政单位 (LAU) 和统计局域单位命名法 (NUTS) 3级的空间信息.
- 开发了一套年度级移动数据集,其中包括个人和总体级流量 (2014-2022年).
主要成果:
- 成功地在欧洲LAU和NUTS 3地区地理定位学生流动数据.
- 通过严格的验证 (随机抽样,手动验证) 实现了超过96%的数据准确性.
- 创建了一个关于地理位置学生流动流动的全面数据集.
结论:
- 地理定位数据集显著提高了学生流动数据的地理研究的实用性.
- 该资源支持更好地了解区域动态,治理和政策制定.
- 证明了丰富的空间流动性数据的实际用例.
相关概念视频
Cross-Sectional Research
11.1K
In cross-sectional research, a researcher compares multiple segments of the population at the same time. If they were interested in people's dietary habits, the researcher might directly compare different groups of people by age. Instead of following a group of people for 20 years to see how their dietary habits changed from decade to decade, the researcher would study a group of 20-year-old individuals and compare them to a group of 30-year-old individuals and a group of 40-year-old...
11.1K
Movement Joints in Buildings
101
Movement joints in buildings are essential design elements that accommodate inevitable motions caused by various factors such as temperature changes, moisture content variations, and structural deflections. These motions, if not considered in design and construction, can lead to unsightly or dangerous damage. Movement joints are incorporated in different forms to manage these stresses and allow materials to move without causing distress.
The simplest type of movement joints, working joints, are...
The simplest type of movement joints, working joints, are...
101
Migration
7.8K
Migration is long-range, seasonal movement from one region or habitat to another. This common strategy, carried out by many different organisms around the world, is an adaptive response that typically corresponds to changes in an organism’s environment, like resource availability or climate. Migrations can involve huge groups of thousands of animals as well as single individuals traveling alone and can range from thousands of kilometers to just a few hundred meters.
7.8K
Regulated mRNA Transport
6.2K
In eukaryotes, transcription and translation are compartmentalized; an mRNA is first synthesized in the nucleus and then selectively transported to the cytoplasm for protein synthesis. Before transport, a pre-mRNA undergoes several steps of post-transcriptional modifications including splicing, 5' capping, and the addition of a poly-adenine tail. Various proteins bind to the pre-mRNA during these modifications. The mRNA transport takes place with the help of multiple proteins playing...
6.2K
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
Position and Displacement Vectors
9.3K
To describe the motion of an object, one should first be able to describe its position (where it is at any particular time). More precisely, the position needs to be specified relative to a convenient frame of reference. A frame of reference is an arbitrary set of axes from which the position and motion of an object are described. Earth is often used as a frame of reference to describe the position of an object in relation to stationary objects on Earth.
Further, several important kinds of...
Further, several important kinds of...
9.3K


