Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
restrictions in data accessibility and ethical concerns regarding potential data misuse have …
Collecting, analyzing, and visualizing location-based social media data: review of methods in GIS-social media analysis
MK McKitrick, N Schuurman, VA Crooks - GeoJournal, 2023 - Springer
With billions of active users, social media platforms now generate spatial data on a massive
scale, which presents researchers with opportunities to use this data in new and innovative …
scale, which presents researchers with opportunities to use this data in new and innovative …
[HTML][HTML] Passive crowdsourcing of social media in environmental research: A systematic map
A Ghermandi, M Sinclair - Global environmental change, 2019 - Elsevier
The analysis of data from social media and social networking sites may be instrumental in
achieving a better understanding of human-environment interactions and in shaping future …
achieving a better understanding of human-environment interactions and in shaping future …
A novel deep learning approach to predict air quality index
In accordance with the World Health Organization's instruction, the air quality in Bangladesh
is considered perilous. A productive and precise air quality index (AQI) is a must and one of …
is considered perilous. A productive and precise air quality index (AQI) is a must and one of …
A long short-term memory approach to predicting air quality based on social media data
W Zhai, C Cheng - Atmospheric Environment, 2020 - Elsevier
Air pollution, such as PM 2.5 (particulate matter with an aerodynamic equivalent diameter of
less than 2.5 μm), PM 10 (particulate matter with an aerodynamic equivalent diameter of less …
less than 2.5 μm), PM 10 (particulate matter with an aerodynamic equivalent diameter of less …
SmartAirQ: A big data governance framework for urban air quality management in smart cities
Rapid urbanization across the world has put an enormous burden on our environment.
Cities from developing countries, in particular, are experiencing high air pollution levels. To …
Cities from developing countries, in particular, are experiencing high air pollution levels. To …
Urban observation: Integration of remote sensing and social media data
Urban and regional research is crucial for many applications such as public participation,
land use, disaster management, and environmental monitoring, but it is a time-consuming …
land use, disaster management, and environmental monitoring, but it is a time-consuming …
A novel hybrid model for multi-step daily AQI forecasting driven by air pollution big data
Air pollution is considered as a serious issue for the society and economy. Air pollution
forecasting can offer a timely and effective early warning. In the current mainstream studies …
forecasting can offer a timely and effective early warning. In the current mainstream studies …
A spatial econometric modeling of online social interactions using microblogs
With the advent of Information and Communication technology (ICT) in modern age, the
statement of “death of distance” has received numerous discussions. This article contributes …
statement of “death of distance” has received numerous discussions. This article contributes …
Assessing wild fire risk in the United States using social media data
Massive Geo-tagged social media data provide new opportunities for disaster risk
assessment, prevention, and management. This article presents a proof of concept for …
assessment, prevention, and management. This article presents a proof of concept for …