A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes
Abstract This study introduces the novel Activity Space Approach (ASA) for measuring disaster-induced displacement patterns using mobile call detail records (CDR), where we explore shifting the focus in displacement detection from home locations to habitual living spaces. We apply our method to anal...
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| Format: | Article |
| Language: | English |
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SpringerOpen
2025-08-01
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| Series: | EPJ Data Science |
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| Online Access: | https://doi.org/10.1140/epjds/s13688-025-00572-8 |
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| author | Bilgeçağ Aydoğdu Didem Danış Özge Bilgili Cemil Yıldızcan Semiha Nur Yağcıklı Subhi Güneş Albert Ali Salah |
| author_facet | Bilgeçağ Aydoğdu Didem Danış Özge Bilgili Cemil Yıldızcan Semiha Nur Yağcıklı Subhi Güneş Albert Ali Salah |
| author_sort | Bilgeçağ Aydoğdu |
| collection | DOAJ |
| description | Abstract This study introduces the novel Activity Space Approach (ASA) for measuring disaster-induced displacement patterns using mobile call detail records (CDR), where we explore shifting the focus in displacement detection from home locations to habitual living spaces. We apply our method to analyze the February 2023 Türkiye-Syria earthquakes, which affected over 14 million Turkish citizens and 1.7 million Syrian refugees within Türkiye. Using anonymized and hourly aggregated CDR data from 127,700 individuals, complemented with insights from qualitative fieldwork conducted in the regions affected by the earthquakes, we show that the proposed approach overcomes the main limitations of traditional home location methods and provides more granular spatial insights into displacement patterns. By incorporating measurements of urbanization and infrastructure damage, we illustrate how post-disaster mobility shows variation among locals and refugees, given their pre-existing socioeconomic vulnerabilities and unequal capacities to respond. Our findings demonstrate that, while Turkish citizens were able to evacuate more swiftly and over longer distances, Syrian refugees experienced slower and more spatially constrained displacements, often toward institutional settings such as camps, reflecting legal precarity and constrained mobility options. This comparative perspective underscores the importance of recognizing and mapping variations in displacement experiences across different population segments. Consequently, ASA can inform more targeted short-term policies and support more inclusive long-term recovery planning. |
| format | Article |
| id | doaj-art-3e67cb955650420fbef758f13d775aa6 |
| institution | Kabale University |
| issn | 2193-1127 |
| language | English |
| publishDate | 2025-08-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | EPJ Data Science |
| spelling | doaj-art-3e67cb955650420fbef758f13d775aa62025-08-24T11:13:20ZengSpringerOpenEPJ Data Science2193-11272025-08-0114112810.1140/epjds/s13688-025-00572-8A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakesBilgeçağ Aydoğdu0Didem Danış1Özge Bilgili2Cemil Yıldızcan3Semiha Nur Yağcıklı4Subhi Güneş5Albert Ali Salah6Department of Information and Computing Sciences, Utrecht UniversityDepartment of Sociology, Galatasaray UniversityDepartment of Interdisciplinary Social Science, Utrecht UniversityDepartment of Political Science, Galatasaray UniversityTurkcell TechnologyTurkcell TechnologyDepartment of Information and Computing Sciences, Utrecht UniversityAbstract This study introduces the novel Activity Space Approach (ASA) for measuring disaster-induced displacement patterns using mobile call detail records (CDR), where we explore shifting the focus in displacement detection from home locations to habitual living spaces. We apply our method to analyze the February 2023 Türkiye-Syria earthquakes, which affected over 14 million Turkish citizens and 1.7 million Syrian refugees within Türkiye. Using anonymized and hourly aggregated CDR data from 127,700 individuals, complemented with insights from qualitative fieldwork conducted in the regions affected by the earthquakes, we show that the proposed approach overcomes the main limitations of traditional home location methods and provides more granular spatial insights into displacement patterns. By incorporating measurements of urbanization and infrastructure damage, we illustrate how post-disaster mobility shows variation among locals and refugees, given their pre-existing socioeconomic vulnerabilities and unequal capacities to respond. Our findings demonstrate that, while Turkish citizens were able to evacuate more swiftly and over longer distances, Syrian refugees experienced slower and more spatially constrained displacements, often toward institutional settings such as camps, reflecting legal precarity and constrained mobility options. This comparative perspective underscores the importance of recognizing and mapping variations in displacement experiences across different population segments. Consequently, ASA can inform more targeted short-term policies and support more inclusive long-term recovery planning.https://doi.org/10.1140/epjds/s13688-025-00572-8Mobile phone dataCall Detail RecordsEarthquakeDisplacementTürkiyeSyria |
| spellingShingle | Bilgeçağ Aydoğdu Didem Danış Özge Bilgili Cemil Yıldızcan Semiha Nur Yağcıklı Subhi Güneş Albert Ali Salah A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes EPJ Data Science Mobile phone data Call Detail Records Earthquake Displacement Türkiye Syria |
| title | A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes |
| title_full | A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes |
| title_fullStr | A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes |
| title_full_unstemmed | A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes |
| title_short | A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes |
| title_sort | novel activity space approach to discover displacement patterns via mobile phone data an analysis of the 2023 turkiye syria earthquakes |
| topic | Mobile phone data Call Detail Records Earthquake Displacement Türkiye Syria |
| url | https://doi.org/10.1140/epjds/s13688-025-00572-8 |
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