Examine the effects of neighborhood equity on disaster situational awareness: Harness machine learning and geotagged Twitter data
A disaster-resilient city should address social inequity in all its forms. Complete, accurate,
and up-to-the-minute situational awareness (SA) can help disaster relief organizations …
and up-to-the-minute situational awareness (SA) can help disaster relief organizations …
Social and geographical disparities in Twitter use during Hurricane Harvey
104Social media such as Twitter is increasingly being used as an effective platform to
observe human behaviors in disastrous events. However, uneven social media use among …
observe human behaviors in disastrous events. However, uneven social media use among …
Correlating Twitter use with disaster resilience at two spatial scales: A case study of Hurricane Sandy
K Wang, NSN Lam, V Mihunov - Annals of GIS, 2023 - Taylor & Francis
Disaster resilience describes the ability of a community to bounce back from disaster
impacts by resilience building activities. Social media provides an innovative way to observe …
impacts by resilience building activities. Social media provides an innovative way to observe …
Hazard risk awareness and disaster management: Extracting the information content of twitter data
The use of social media platforms such as Twitter significantly increases during natural
hazards. With the emergence of several social media platforms over the past decade, many …
hazards. With the emergence of several social media platforms over the past decade, many …
Twitter use in hurricane isaac and its implications for disaster resilience
Disaster resilience is the capacity of a community to “bounce back” from disastrous events.
Most studies rely on traditional data such as census data to study community resilience. With …
Most studies rely on traditional data such as census data to study community resilience. With …
Are vulnerable communities digitally left behind in social responses to natural disasters? An evidence from Hurricane Sandy with Twitter data
Social media data is increasingly being used to improve disaster resilience and response.
Recent years have seen more efforts to integrate social media feeds with various …
Recent years have seen more efforts to integrate social media feeds with various …
Social media for enhanced understanding of disaster resilience during Hurricane Florence
Citizens with different demographic characters presented varying responses and behaviors
in the same disasters. Their divergent responses can impact their actual damages during …
in the same disasters. Their divergent responses can impact their actual damages during …
Mining Twitter data for improved understanding of disaster resilience
Coastal communities faced with multiple hazards have shown uneven responses and
behaviors. These responses and behaviors could be better understood by analyzing real …
behaviors. These responses and behaviors could be better understood by analyzing real …
Disaster early warning and damage assessment analysis using social media data and geo-location information
D Wu, Y Cui - Decision support systems, 2018 - Elsevier
Societies are confronted with destructive natural disasters of increasing frequency. Social
networks are playing an increasingly important role as early warning systems, aiding with …
networks are playing an increasingly important role as early warning systems, aiding with …
Social media data and housing recovery following extreme natural hazards
Identifying initiatives that influence the decision-making process of individuals in the
aftermath of extreme natural events is a critical task in post-disaster recovery research. Due …
aftermath of extreme natural events is a critical task in post-disaster recovery research. Due …