Big Earth Data for quantitative measurement of community resilience: current challenges, progresses and future directions

TopoBERT: a plug and play toponym recognition module harnessing fine-tuned BERT

(2023) Bing Zhou et al.   International Journal of Digital Earth

Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages

(2023) Yingjie Hu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Toward data-driven, dynamical complex systems approaches to disaster resilience

(2022) Takahiro Yabe et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media

(2022) Binbin Lin et al.   International Journal of Digital Earth

Unveiling spatial patterns of disaster impacts and recovery using credit card transaction fluctuations

(2022) Faxi Yuan et al.   Environment and Planning B-Urban Analytics and City Science

Human mobility data and analysis for urban resilience: A systematic review

(2022) Masahiko Haraguchi et al.   Environment and Planning B-Urban Analytics and City Science

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

(2022) Bing Zhou et al.   COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

Disaster Impacts Surveillance from Social Media with Topic Modeling and Feature Extraction: Case of Hurricane Harvey

(2022) Volodymyr V. Mihunov et al.   International Journal of Disaster Risk Science

Social media for emergency rescue: An analysis of rescue requests on Twitter during Hurricane Harvey

(2022) Lei Zou et al.   International Journal of Disaster Risk Reduction

Disaggregated validation of disaster-resilience indicators using household survey data: A case study of Hong Kong

(2021) Tingting Ji et al.   Sustainable Cities and Society

Twitter Use in Hurricane Isaac and Its Implications for Disaster Resilience

(2021) Kejin Wang et al.   ISPRS International Journal of Geo-Information

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

(2021) Boyeong Hong et al.   Nature Communications

Crowdsourced social media and mobile phone signaling data for disaster impact assessment: A case study of the 8.8 Jiuzhaigou earthquake

(2021) Ziyao Xing et al.   International Journal of Disaster Risk Reduction

Distributed Fusion of Heterogeneous Remote Sensing and Social Media Data: A Review and New Developments

(2021) Jun Li et al.   PROCEEDINGS OF THE IEEE

Spatial Assessment of Community Resilience from 2012 Hurricane Sandy Using Nighttime Light

(2021) Jinwen Xu et al.   Remote Sensing

Use of Twitter in disaster rescue: lessons learned from Hurricane Harvey

(2020) Volodymyr V. Mihunov et al.   International Journal of Digital Earth

Mining Social Media Data for Rapid Damage Assessment during Hurricane Matthew: Feasibility Study

(2020) Faxi Yuan et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Observing community resilience from space: Using nighttime lights to model economic disturbance and recovery pattern in natural disaster

(2020) Yi Qiang et al.   Sustainable Cities and Society

Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach

(2020) Takahiro Yabe et al.   EPJ Data Science

A community resilience index for Norway: An adaptation of the Baseline Resilience Indicators for Communities (BRIC)

(2019) Sabrina Scherzer et al.   International Journal of Disaster Risk Reduction

Big Earth data: disruptive changes in Earth observation data management and analysis?

(2019) Martin Sudmanns 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

Empirical assessment of road network resilience in natural hazards using crowdsourced traffic data

(2019) Yi Qiang et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Hyper-resolution monitoring of urban flooding with social media and crowdsourcing data

(2018) Ruo-Qian Wang et al.   COMPUTERS & GEOSCIENCES

The development of a participatory assessment technique for infrastructure: Neighborhood-level monitoring towards sustainable infrastructure systems

(2018) Marccus D. Hendricks et al.   Sustainable Cities and Society

Extending Resilience Assessment to Dynamic System Modeling: Perspectives on Human Dynamics and Climate Change Research

(2018) Nina S.-N. Lam et al.   JOURNAL OF COASTAL RESEARCH

Understanding the Mississippi River Delta as a Coupled Natural-Human System: Research Methods, Challenges, and Prospects

(2018) Nina Lam et al.   Water

A synthesis of disaster resilience measurement methods and indices

(2018) Heng Cai et al.   International Journal of Disaster Risk Reduction

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

Big Earth Data: a new challenge and opportunity for Digital Earth’s development

(2016) Huadong Guo et al.   International Journal of Digital Earth

Validating Resilience and Vulnerability Indices in the Context of Natural Disasters

(2016) Laura A. Bakkensen et al.   RISK ANALYSIS

Measuring Community Resilience to Coastal Hazards along the Northern Gulf of Mexico

(2016) Nina S. N. Lam et al.   Natural Hazards Review

Detection of Urban Damage Using Remote Sensing and Machine Learning Algorithms: Revisiting the 2010 Haiti Earthquake

(2016) Austin Cooner et al.   Remote Sensing

Assessing Community Resilience to Coastal Hazards in the Lower Mississippi River Basin

(2016) Heng Cai et al.   Water

Charting Disaster Recovery via Google Street View: A Social Science Perspective on Challenges Raised by the Fukushima Nuclear Disaster

(2016) Leslie Mabon   International Journal of Disaster Risk Science

Big Earth Data from space: a new engine for Earth science

(2016) Huadong Guo et al.   Science Bulletin

Rapid assessment of disaster damage using social media activity

(2016) Y. Kryvasheyeu et al.   Science Advances

Patterns and Limitations of Urban Human Mobility Resilience under the Influence of Multiple Types of Natural Disaster

(2016) Qi Wang et al.   PLoS One

The landscape of disaster resilience indicators in the USA

(2015) Susan L. Cutter   NATURAL HAZARDS

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

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

The geographies of community disaster resilience

(2014) Susan L. Cutter et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS

Using social media data to understand and assess disasters

(2014) Xiangyang Guan et al.   NATURAL HAZARDS

Quantifying Human Mobility Perturbation and Resilience in Hurricane Sandy

(2014) Qi Wang et al.   PLoS One

Public behavior response analysis in disaster events utilizing visual analytics of microblog data

(2013) Junghoon Chae et al.   COMPUTERS & GRAPHICS-UK

A comprehensive review of earthquake-induced building damage detection with remote sensing techniques

(2013) Laigen Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Coastal Ecosystems: A Critical Element of Risk Reduction

(2013) Mark D. Spalding et al.   Conservation Letters

Modelling sea level rise impacts on storm surges along US coasts

(2012) Claudia Tebaldi et al.   Environmental Research Letters

Business Return in New Orleans: Decision Making Amid Post-Katrina Uncertainty

(2009) Nina S. N. Lam et al.   PLoS One

A review of the status of satellite remote sensing and image processing techniques for mapping natural hazards and disasters

(2009) Karen E. Joyce et al.   PROGRESS IN PHYSICAL GEOGRAPHY

A place-based model for understanding community resilience to natural disasters

(2008) Susan L. Cutter et al.   GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS