Exploring the mobility in the Madrid Community
Abstract Displacements within urban spaces have attracted particular interest among researchers. We examine the journeys that happen in the Madrid Community considering 24 travel typologies and 1390 administrative areas. From an origin–destination (OD) matrix, four classes of major flows are charact...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2023-01-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-023-27979-5 |
| _version_ | 1797945955875553280 |
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| author | Mary Luz Mouronte-López Javier Gómez |
| author_facet | Mary Luz Mouronte-López Javier Gómez |
| author_sort | Mary Luz Mouronte-López |
| collection | DOAJ |
| description | Abstract Displacements within urban spaces have attracted particular interest among researchers. We examine the journeys that happen in the Madrid Community considering 24 travel typologies and 1390 administrative areas. From an origin–destination (OD) matrix, four classes of major flows are characterised through coarse-graining: hotspot–non-hotspots, non-hotspot–hotspots, hotspots–hotspots, non-hotspot–non-hotspot. In order to make comparisons between them with respect to spatial and temporal patterns, several statistical tests are performed. The spatial activity as well as transition probabilities between administrative zones are also analysed. The mobility network’s topology is examined (some parameters such as maximal connected components, average degree, betweenness, and assortativity as well as the k-cores are checked). A model describing the formation of links between zones (existence of at least one trip between them) is constructed based on certain measures of affinity between areas. |
| first_indexed | 2024-04-10T21:03:14Z |
| format | Article |
| id | doaj.art-74fe4a25fd8e40839a248360c3abece3 |
| institution | Directory Open Access Journal |
| issn | 2045-2322 |
| language | English |
| last_indexed | 2024-04-10T21:03:14Z |
| publishDate | 2023-01-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Scientific Reports |
| spelling | doaj.art-74fe4a25fd8e40839a248360c3abece32023-01-22T12:11:14ZengNature PortfolioScientific Reports2045-23222023-01-0113111410.1038/s41598-023-27979-5Exploring the mobility in the Madrid CommunityMary Luz Mouronte-López0Javier Gómez1Higher Polytechnic School, Universidad Francisco de VitoriaHigher Polytechnic School, Universidad Francisco de VitoriaAbstract Displacements within urban spaces have attracted particular interest among researchers. We examine the journeys that happen in the Madrid Community considering 24 travel typologies and 1390 administrative areas. From an origin–destination (OD) matrix, four classes of major flows are characterised through coarse-graining: hotspot–non-hotspots, non-hotspot–hotspots, hotspots–hotspots, non-hotspot–non-hotspot. In order to make comparisons between them with respect to spatial and temporal patterns, several statistical tests are performed. The spatial activity as well as transition probabilities between administrative zones are also analysed. The mobility network’s topology is examined (some parameters such as maximal connected components, average degree, betweenness, and assortativity as well as the k-cores are checked). A model describing the formation of links between zones (existence of at least one trip between them) is constructed based on certain measures of affinity between areas.https://doi.org/10.1038/s41598-023-27979-5 |
| spellingShingle | Mary Luz Mouronte-López Javier Gómez Exploring the mobility in the Madrid Community Scientific Reports |
| title | Exploring the mobility in the Madrid Community |
| title_full | Exploring the mobility in the Madrid Community |
| title_fullStr | Exploring the mobility in the Madrid Community |
| title_full_unstemmed | Exploring the mobility in the Madrid Community |
| title_short | Exploring the mobility in the Madrid Community |
| title_sort | exploring the mobility in the madrid community |
| url | https://doi.org/10.1038/s41598-023-27979-5 |
| work_keys_str_mv | AT maryluzmourontelopez exploringthemobilityinthemadridcommunity AT javiergomez exploringthemobilityinthemadridcommunity |