Development of a national-scale real-time Twitter data mining pipeline for social geodata on the potential impacts of flooding on communities

JLP Barker, CJA Macleod - Environmental modelling & software, 2019 - Elsevier
Social media, particularly Twitter, is increasingly used to improve resilience during extreme
weather events/emergency management situations, including floods: by communicating …

Opportunities provided by geographic information systems and volunteered geographic information for a timely emergency response during flood events in Cologne …

K Tzavella, A Fekete, F Fiedrich - Natural Hazards, 2018 - Springer
The occurrence of disasters such as extreme flooding in urban environments has severe
consequences, not only on the human population but also on critical infrastructures such as …

A national scale big data analytics pipeline to assess the potential impacts of flooding on critical infrastructures and communities

N Donratanapat, S Samadi, JM Vidal… - Environmental Modelling & …, 2020 - Elsevier
With the rapid development of the Internet of Things (IoT) and Big Data infrastructure,
crowdsourcing techniques have emerged to facilitate data processing and problem solving …

Mapping hybrid cities through location-based technologies: A systematic review of the literature

L Tarachucky, J Sabatini-Marques, T Yigitcanlar… - Cities, 2021 - Elsevier
Over the past two decades, the development of a new set of technologies, devices and
applications has supported the emergence of a new infocommunicational landscape in …

Providing a greater precision of Situational Awareness of urban floods through Multimodal Fusion

TAG da Costa, RI Meneguette, J Ueyama - Expert Systems with …, 2022 - Elsevier
Floods are a source of anxiety for the people living in the city of São Paulo, Brazil. Every
year, the city suffers a financial loss of more than US $35 million caused by damage to …

Profiling online social network platforms: Twitter vs. Instagram

V Ayora, F Horita, C Kamienski - 2021 - scholarspace.manoa.hawaii.edu
Abstract Online Social Networks (OSNs) have been increasingly used as a source of
information for different applications, ranging from business, politics, and public services …

Determining flooded areas using crowd sensing data and weather radar precipitation: a case study in Brazil

FEA Horita, RB Vilela, RG Martins… - … Systems for Crisis …, 2018 - wrap.warwick.ac.uk
Crowd sensing data (also known as crowdsourcing) are of great significance to support
flood risk management. With the growing volume of available data in the past few years …

Mining rainfall spatio-temporal patterns in twitter: A temporal approach

SC de Andrade, C Restrepo-Estrada… - Societal Geo-innovation …, 2017 - Springer
Social networks are a valuable source of information to support the detection and monitoring
of targeted events, such as rainfall episodes. Since the emergence of Web 2.0, several …

A service-oriented middleware for integrated management of crowdsourced and sensor data streams in disaster management

LF FG de Assis, F EA Horita, E P. de Freitas, J Ueyama… - Sensors, 2018 - mdpi.com
The increasing number of sensors used in diverse applications has provided a massive
number of continuous, unbounded, rapid data and requires the management of distinct …

Analyzing crowd-sourced information and social media for crisis management

S Andrews, T Day, K Domdouzis, L Hirsch… - Application of Social …, 2017 - Springer
The analysis of potentially large volumes of crowd-sourced and social media data is central
to meeting the requirements of the ATHENA project. Here, we discuss the various stages of …