Introduction to social sensing and big data computing for disaster management

Identifying disaster-related tweets and their semantic, spatial and temporal context using deep learning, natural language processing and spatial analysis: a case study of Hurricane Irma

(2019) Muhammed Ali Sit et al.   International Journal of Digital Earth

Deep learning for real-time social media text classification for situation awareness – using Hurricanes Sandy, Harvey, and Irma as case studies

(2019) Manzhu Yu et al.   International Journal of Digital Earth

Rapid estimation of an earthquake impact area using a spatial logistic growth model based on social media data

(2018) Yandong Wang et al.   International Journal of Digital Earth

Discovering the relationship of disasters from big scholar and social media news datasets

(2018) Liang Zheng et al.   International Journal of Digital Earth

A visual–textual fused approach to automated tagging of flood-related tweets during a flood event

(2018) Xiao Huang et al.   International Journal of Digital Earth

Mapping near-real-time power outages from social media

(2018) Huina Mao et al.   International Journal of Digital Earth

A cyberGIS-enabled multi-criteria spatial decision support system: A case study on flood emergency management

(2018) Zhe Zhang et al.   International Journal of Digital Earth

Social and geographical disparities in Twitter use during Hurricane Harvey

(2018) Lei Zou et al.   International Journal of Digital Earth

Population distribution modelling at fine spatio-temporal scale based on mobile phone data

(2018) Petr Kubíček et al.   International Journal of Digital Earth

Geographic Situational Awareness: Mining Tweets for Disaster Preparedness, Emergency Response, Impact, and Recovery

(2015) Qunying Huang et al.   ISPRS International Journal of Geo-Information

Crowdsourcing geographic information for disaster response: a research frontier

(2010) Michael F. Goodchild et al.   International Journal of Digital Earth

The Rise of People-Centric Sensing

(2008) Andrew T. Campbell et al.   IEEE INTERNET COMPUTING