Takahiro Yabe
Biographic Data
| ID | 1753762 |
|---|---|
| NAME | Takahiro Yabe |
| GIVEN NAMES | Takahiro |
| FAMILY NAME | Yabe |
| SIGNATURE | YABE T |
| AFFILIATIONS | Purdue University West Lafayette |
| ORCID | 0000-0001-8967-1967 |
| VERIFIED | Yes |
| TOTAL WORKS | 12 |
| TOTAL CITATIONS | 3 |
| AUTHOR COUNT | 12 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2021 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling
Seeing green, staying longer? A causal analysis of visual green exposure and urban park engagement using mobility and panoramas data
Urban green spaces are vital components of city landscapes, yet the role of visible greenery in promoting park use remains poorly understood due to limitations of static, correlational evidence. This study provides quasi-experimental evidence linking visual green exposure (VGE) to urban park engagement, specifically visit duration and physical activity intensity, using large-scale human mobility data and panoramic imagery across Tokyo’s 23 specia…
Multihazard exposure and environmental injustice: The correlation between air pollution and heat drives socioeconomic inequities
Research on environmental justice has revealed that various hazards can be created by deleterious planning decisions. Multihazard exposure , or the co-location of two or more hazards in a neighborhood, has been little studied to date. We examine heat and air pollution across the census block groups (CBGs) of 55 US cities to evaluate the distribution and sources of inequities in multihazard exposure. The study combines measures of temperature from…
Social homophily is associated with evacuation destination choice and long-term displacement decisions after the Marshall Fire in the United States
Rapid urbanization and climate change have contributed to a significant rise in the frequency and intensity of disasters, which have resulted in three million adults being displaced from their homes in the United States during 2023, according to the Census Bureau. Using large-scale mobility data, it is now possible to observe and analyze post-disaster mobility dynamics across a longer time period, compared to household surveys, which are often li…
Post-disaster recovery policy assessment of urban socio-physical systems
The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities
Casual encounters with diverse groups of people in urban spaces have been shown to foster social capital and trust, leading to higher quality of life, civic participation, and community resilience to hazards. To promote such diverse encounters and cultivate social ties, policymakers develop social infrastructure sites, such as community centers, parks, and plazas. However, their effects on the diversity of encounters, compared to baseline sites (…
Behaviour-based dependency networks between places shape urban economic resilience
Disruptions, such as closures of businesses during pandemics, not only affect businesses and amenities directly but also influence how people move, spreading the impact to other businesses and increasing the overall economic shock. However, it is unclear how much businesses depend on each other during disruptions. Leveraging human mobility data and same-day visits in five US cities, we quantify dependencies between points of interest encompassing…
Patterns of Social Support and Trajectories of Household Recovery after Superstorm Sandy: Contrasting Influences of Bonding and Bridging Social Capital
Understanding how vulnerability conditions are related to disruptions in social support and trajectories of recovery after disasters is important for promoting resilience. Based on household survey data from New Jersey counties impacted by Superstorm Sandy, a hierarchical clustering method was utilized to classify recovery trajectories as well as common patterns of social support reflecting contrasting dimensions of social capital over time. Resi…
Mobile phone location data for disasters: A review from natural hazards and epidemics
Early warning of Covid-19 hotspots using human mobility and web search query data
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria
Physical infrastructure networks in diverse urban settlements are designed to be robust and reliable, while the socio-economic systems offer the necessary adaptive capacity at household, city, and regional scales to recover from major service disruptions resulting from disasters. Here, our urban resilience analyses are based on exploring explicit links between the physical infrastructure/assets and the socio-economic systems. Increased availabili…
Resilience of Interdependent Urban Socio-Physical Systems using Large-Scale Mobility Data: Modeling Recovery Dynamics
Behaviour-based dependency networks between places shape urban economic resilience
Disruptions, such as closures of businesses during pandemics, not only affect businesses and amenities directly but also influence how people move, spreading the impact to other businesses and increasing the overall economic shock. However, it is unclear how much businesses depend on each other during disruptions. Leveraging human mobility data and same-day visits in five US cities, we quantify dependencies between points of interest encompassing…
Regional differences in resilience of social and physical systems: Case study of Puerto Rico after Hurricane Maria
Physical infrastructure networks in diverse urban settlements are designed to be robust and reliable, while the socio-economic systems offer the necessary adaptive capacity at household, city, and regional scales to recover from major service disruptions resulting from disasters. Here, our urban resilience analyses are based on exploring explicit links between the physical infrastructure/assets and the socio-economic systems. Increased availabili…
Resilience of Interdependent Urban Socio-Physical Systems using Large-Scale Mobility Data: Modeling Recovery Dynamics
Patterns of Social Support and Trajectories of Household Recovery after Superstorm Sandy: Contrasting Influences of Bonding and Bridging Social Capital
Understanding how vulnerability conditions are related to disruptions in social support and trajectories of recovery after disasters is important for promoting resilience. Based on household survey data from New Jersey counties impacted by Superstorm Sandy, a hierarchical clustering method was utilized to classify recovery trajectories as well as common patterns of social support reflecting contrasting dimensions of social capital over time. Resi…
Mobile phone location data for disasters: A review from natural hazards and epidemics
Early warning of Covid-19 hotspots using human mobility and web search query data
Post-disaster recovery policy assessment of urban socio-physical systems
The great equalizer? Mixed effects of social infrastructure on diverse encounters in cities
Casual encounters with diverse groups of people in urban spaces have been shown to foster social capital and trust, leading to higher quality of life, civic participation, and community resilience to hazards. To promote such diverse encounters and cultivate social ties, policymakers develop social infrastructure sites, such as community centers, parks, and plazas. However, their effects on the diversity of encounters, compared to baseline sites (…
Behaviour-based dependency networks between places shape urban economic resilience
Disruptions, such as closures of businesses during pandemics, not only affect businesses and amenities directly but also influence how people move, spreading the impact to other businesses and increasing the overall economic shock. However, it is unclear how much businesses depend on each other during disruptions. Leveraging human mobility data and same-day visits in five US cities, we quantify dependencies between points of interest encompassing…
End-to-End Personalized Next Location Recommendation via Contrastive User Preference Modeling
Seeing green, staying longer? A causal analysis of visual green exposure and urban park engagement using mobility and panoramas data
Urban green spaces are vital components of city landscapes, yet the role of visible greenery in promoting park use remains poorly understood due to limitations of static, correlational evidence. This study provides quasi-experimental evidence linking visual green exposure (VGE) to urban park engagement, specifically visit duration and physical activity intensity, using large-scale human mobility data and panoramic imagery across Tokyo’s 23 specia…
Multihazard exposure and environmental injustice: The correlation between air pollution and heat drives socioeconomic inequities
Research on environmental justice has revealed that various hazards can be created by deleterious planning decisions. Multihazard exposure , or the co-location of two or more hazards in a neighborhood, has been little studied to date. We examine heat and air pollution across the census block groups (CBGs) of 55 US cities to evaluate the distribution and sources of inequities in multihazard exposure. The study combines measures of temperature from…
Social homophily is associated with evacuation destination choice and long-term displacement decisions after the Marshall Fire in the United States
Rapid urbanization and climate change have contributed to a significant rise in the frequency and intensity of disasters, which have resulted in three million adults being displaced from their homes in the United States during 2023, according to the Census Bureau. Using large-scale mobility data, it is now possible to observe and analyze post-disaster mobility dynamics across a longer time period, compared to household surveys, which are often li…
Computer Science (5 works) · Disaster Management and Resilience (5 works) · Geography (5 works) · Human Mobility and Location-Based Analysis (5 works) · Economics (4 works) · Psychological resilience (4 works) · Sociology (4 works) · Business (3 works) · Cartography (3 works) · Computer security (3 works)