Social media analytics for natural disaster management
Social media analytics has become prominent in natural disaster management. In spite of a
large variety of metadata fields in social media data, four dimensions (ie space, time, content …
large variety of metadata fields in social media data, four dimensions (ie space, time, content …
Power outages and community health: a narrative review
Abstract Purpose of Review Power outages, a common and underappreciated consequence
of natural disasters, are increasing in number and severity due to climate change and aging …
of natural disasters, are increasing in number and severity due to climate change and aging …
Observing community resilience from space: Using nighttime lights to model economic disturbance and recovery pattern in natural disaster
A major challenge for measuring community resilience is the lack of empirical observations
in disasters. As an effective tool to observe human activities on the earth surface, night-time …
in disasters. As an effective tool to observe human activities on the earth surface, night-time …
Datafication
C Southerton - Encyclopedia of big data, 2022 - Springer
The availability of Big Data sets has led many organizations to shift their emphases from
supporting transaction-oriented data processing to supporting data-centric analytics and …
supporting transaction-oriented data processing to supporting data-centric analytics and …
Geoinformation harvesting from social media data: A community remote sensing approach
As unconventional sources of geoinformation, massive imagery and text messages from
open platforms and social media form a temporally quasi-seamless, spatially …
open platforms and social media form a temporally quasi-seamless, spatially …
[BOG][B] Encyclopedia of big data
LA Schintler, CL McNeely - 2022 - Springer
The availability of Big Data sets has led many organizations to shift their emphases from
supporting transaction-oriented data processing to supporting data-centric analytics and …
supporting transaction-oriented data processing to supporting data-centric analytics and …
Distributed fusion of heterogeneous remote sensing and social media data: A review and new developments
Despite the wide availability of remote sensing big data from numerous different Earth
Observation (EO) instruments, the limitations in the spatial and temporal resolution of such …
Observation (EO) instruments, the limitations in the spatial and temporal resolution of such …
Space, time, and situational awareness in natural hazards: A case study of Hurricane Sandy with social media data
Various methods have been developed to investigate the geospatial information, temporal
component, and message content in disaster-related social media data to enrich human …
component, and message content in disaster-related social media data to enrich human …
Data collection tools for post-disaster damage assessment of building and lifeline infrastructure systems
JM Lozano, I Tien - International journal of disaster risk reduction, 2023 - Elsevier
After a disaster event such as an earthquake or a hurricane, performing comprehensive and
detailed damage assessment of lifeline infrastructure is critical to effective disaster response …
detailed damage assessment of lifeline infrastructure is critical to effective disaster response …
Using data from connected thermostats to track large power outages in the United States
The detection of power outages is an essential activity for electric utilities. A large, national
dataset of Internet-connected thermostats was used to explore and illustrate the ability of …
dataset of Internet-connected thermostats was used to explore and illustrate the ability of …