Leveraging multimodal social media data for rapid disaster damage assessment

Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning

(2020) Huan Ning et al.   ISPRS International Journal of Geo-Information

DUET: Data-Driven Approach Based on Latent Dirichlet Allocation Topic Modeling

(2019) Yan Wang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic detection of passable roads after floods in remote sensed and social media data

(2019) Kashif Ahmad et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

The Spatial and Temporal Influence of Cloud Cover on Satellite-Based Emergency Mapping of Earthquake Disasters

(2019) Tom R. Robinson et al.   Scientific Reports

Location Extraction from Social Media

(2018) Stuart E. Middleton et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Places: A 10 Million Image Database for Scene Recognition

(2018) Bolei Zhou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Processing Social Media Images by Combining Human and Machine Computing during Crises

(2018) Firoj Alam et al.   INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION

Coupling sentiment and human mobility in natural disasters: a Twitter-based study of the 2014 South Napa Earthquake

(2018) Yan Wang et al.   NATURAL HAZARDS

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

Multimodal deep learning based on multiple correspondence analysis for disaster management

(2018) Samira Pouyanfar et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

Semantic Understanding of Scenes Through the ADE20K Dataset

(2018) Bolei Zhou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Social and geographical disparities in Twitter use during Hurricane Harvey

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

Analysing social media data for disaster preparedness: Understanding the opportunities and barriers faced by humanitarian actors

(2017) Susan Anson et al.   International Journal of Disaster Risk Reduction

YFCC100M

(2016) Bart Thomee et al.   COMMUNICATIONS OF THE ACM

A new crowdsourcing model to assess disaster using microblog data in typhoon Haiyan

(2016) Qing Deng et al.   NATURAL HAZARDS

Real-time estimation of wildfire perimeters from curated crowdsourcing

(2016) Xu Zhong et al.   Scientific Reports

Rapid assessment of disaster damage using social media activity

(2016) Y. Kryvasheyeu et al.   Science Advances

Assessing the utility of social media as a data source for flood risk management using a real-time modelling framework

(2015) L. Smith et al.   Journal of Flood Risk Management