Applications of artificial intelligence for disaster management

W Sun, P Bocchini, BD Davison - Natural Hazards, 2020 - Springer
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …

Measuring objective and subjective well-being: dimensions and data sources

V Voukelatou, L Gabrielli, I Miliou, S Cresci… - International Journal of …, 2021 - Springer
Well-being is an important value for people's lives, and it could be considered as an index of
societal progress. Researchers have suggested two main approaches for the overall …

Digitalization and the Anthropocene

F Creutzig, D Acemoglu, X Bai… - Annual review of …, 2022 - annualreviews.org
Great claims have been made about the benefits of dematerialization in a digital service
economy. However, digitalization has historically increased environmental impacts at local …

Global evidence of expressed sentiment alterations during the COVID-19 pandemic

J Wang, Y Fan, J Palacios, Y Chai… - Nature Human …, 2022 - nature.com
The COVID-19 pandemic has created unprecedented burdens on people's physical health
and subjective well-being. While countries worldwide have developed platforms to track the …

[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 …

Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use

A Ghermandi, J Langemeyer, D Van Berkel, F Calcagni… - One Earth, 2023 - cell.com
Social media data are transforming sustainability science. However, challenges from
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

C Zhang, C Fan, W Yao, X Hu, A Mostafavi - International Journal of …, 2019 - Elsevier
Social media offers participatory and collaborative structure and collective knowledge
building capacity to the public information and warning approaches. Therefore, the author …

Measuring inequality in community resilience to natural disasters using large-scale mobility data

B Hong, BJ Bonczak, A Gupta, CE Kontokosta - Nature communications, 2021 - nature.com
While conceptual definitions provide a foundation for the study of disasters and their
impacts, the challenge for researchers and practitioners alike has been to develop objective …

VictimFinder: Harvesting rescue requests in disaster response from social media with BERT

B Zhou, L Zou, A Mostafavi, B Lin, M Yang… - … Environment and Urban …, 2022 - Elsevier
Social media platforms are playing increasingly critical roles in disaster response and
rescue operations. During emergencies, users can post rescue requests along with their …

[HTML][HTML] Automatic identification of eyewitness messages on twitter during disasters

K Zahra, M Imran, FO Ostermann - Information processing & management, 2020 - Elsevier
Social media platforms such as Twitter provide convenient ways to share and consume
important information during disasters and emergencies. Information from bystanders and …