Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
Social media for intelligent public information and warning in disasters: An interdisciplinary review
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …
building capacity to the public information and warning approaches. Therefore, the author …
A spatio-temporal analysis investigating completeness and inequalities of global urban building data in OpenStreetMap
B Herfort, S Lautenbach… - Nature …, 2023 - nature.com
OpenStreetMap (OSM) has evolved as a popular dataset for global urban analyses, such as
assessing progress towards the Sustainable Development Goals. However, many analyses …
assessing progress towards the Sustainable Development Goals. However, many analyses …
Disaster City Digital Twin: A vision for integrating artificial and human intelligence for disaster management
This paper presents a vision for a Disaster City Digital Twin paradigm that can:(i) enable
interdisciplinary convergence in the field of crisis informatics and information and …
interdisciplinary convergence in the field of crisis informatics and information and …
[HTML][HTML] Passive crowdsourcing of social media in environmental research: A systematic map
A Ghermandi, M Sinclair - Global environmental change, 2019 - Elsevier
The analysis of data from social media and social networking sites may be instrumental in
achieving a better understanding of human-environment interactions and in shaping future …
achieving a better understanding of human-environment interactions and in shaping future …
Fifteen years of social media in emergencies: a retrospective review and future directions for crisis informatics
C Reuter, MA Kaufhold - Journal of contingencies and crisis …, 2018 - Wiley Online Library
Social media has been established in many larger emergencies and crises. This process
has not started just a few years ago, but already 15 years ago in 2001 after the terrorist …
has not started just a few years ago, but already 15 years ago in 2001 after the terrorist …
Big data analytics for disaster response and recovery through sentiment analysis
Big data created by social media and mobile networks provide an exceptional opportunity to
mine valuable insights from them. This information is harnessed by business entities to …
mine valuable insights from them. This information is harnessed by business entities to …
Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages
Social media messages posted by people during natural disasters often contain important
location descriptions, such as the locations of victims. Recent research has shown that many …
location descriptions, such as the locations of victims. Recent research has shown that many …
Big data and disaster management: a systematic review and agenda for future research
The era of big data and analytics is opening up new possibilities for disaster management
(DM). Due to its ability to visualize, analyze and predict disasters, big data is changing the …
(DM). Due to its ability to visualize, analyze and predict disasters, big data is changing the …
Social media in crisis management: An evaluation and analysis of crisis informatics research
Since the terrorist attacks of 9/11, the use of social media in emergency and crisis events
has greatly increased and many studies have concentrated on the use of ICT and social …
has greatly increased and many studies have concentrated on the use of ICT and social …