Jo-Mengling
Jo-Mengling
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Enhancing urban resilience to extreme weather:the roles of human transition paths among multiple transportation modes
Understanding changes in mobility patterns during extreme weather is crucial for urban resilience. Existing studies often overlook the transitions between different transportation modes. This study develops a framework that measures the spatiotemporal anomalies of mobilities and builds transition paths across multiple modes to reveal how people adapt to extreme weather.
Mengling Qiao
,
Masahiko Haraguchib
,
Upmanu Lall
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DOI
Public responses to heatwaves in Chinese cities:A social media-based geospatial modelling approach
Increasing exposure to heatwaves threatens public health, challenging various socioeconomic sectors in the coming decades. Prior …
Mingxuan Dou
,
Yandong Wang
,
Mengling Qiao
,
Dongyang Wang
,
Jianya Gong
,
Yanyan Gu
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DOI
COVID-19 spread prediction using socio-demographic and mobility-related data
Studying the impacts of factors that may vary spatially and temporally as infectious disease progresses is critical for the prediction and intervention of COVID-19. This study aimed to quantitatively assess the spatiotemporal impacts of socio-demographic and mobility-related factors to predict the spread of COVID-19.
Mengling Qiao
,
Bo Huang
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DOI
Assessment of community vulnerability during the COVID-19 pandemic:Hong Kong as a case study
The COVID-19 pandemic continues to threaten global public health. Reliable assessment of community vulnerability is therefore essential to fighting and mitigating the pandemic. This study presents a framework that considers the roles of internal and external factors, including the components of social vulnerability, exposure, and sensitivity, to comprehensively and accurately assess community vulnerability to the pandemic.
Mengling Qiao
,
Bo Huang
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DOI
Disaster Damage Assessment Based on Fine-Grained Topics in Social Media
Social media data have been widely used to enrich human-centric information for situational awareness and disaster assessment. Owing to …
Mingxuan Dou
,
Yandong Wang
,
Yanyan Gu
,
Shihai Dong
,
Mengling Qiao
,
Yuejin Deng
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DOI
A realistic and multilevel measurement of citywide spatial patterns of economic segregation based on human activities
Research on the realistic and comprehensive identification of citywide spatial patterns of economic segregation is valuable for the sustainable development of cities. The consideration of human activities in segregation research inspires us to develop an alternative method to contribute to this type of research.
Mengling Qiao
,
Yandong Wang
,
Shanmei Wu
,
Xiaokang Fu
,
Yanyan Gu
,
Mingxuan Dou
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DOI
Detecting Fine-grained Urban Sub-Region Using Social Media Data
The fine detection of human activity sub-areas of the city is an effective basis for realizing the appropriate city resource allocation …
Shanmei Wu
,
Yandong Wang
,
Mengling Qiao
,
Shiwei Shao
,
Hui Liu
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Community Evolutional Network for Situation Awareness Using Social Media
Social media is important for situational awareness during a disaster. During a disaster, the situation of emergence often changes over …
Xiaokang Fu
,
Yandong Wang
,
Mengmeng Li
,
Mingxuan Dou
,
Mengling Qiao
,
Kai Hu
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DOI
Fine-Grained Subjective Partitioning of Urban Space Using Human Interactions from Social Media Data
Fine-grained subjective partitioning of urban space using human activity flows reveals actual human activity spaces with high resolution, which has great implications for the development and validation of planning strategies. This paper presents a new method for fine-grained subjective partitioning of urban space based on the combination of network analysis and human interactions from social media.
Mengling Qiao
,
Yandong Wang
,
Shanmei Wu
,
An Luo
,
Shisi Ruan
,
Yanyan Gu
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DOI
Rapid estimation of an earthquake impact area using a spatial logistic growth model based on social media data
Rapid estimates of impact areas following large earthquakes constitute the cornerstone of emergency response scenarios. However, …
Yandong Wang
,
Shisi Ruan
,
Teng Wang
,
Mengling Qiao
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DOI
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