Social media data for environmental sustainability: A critical review of opportunities, threats, and ethical use

A Ghermandi, J Langemeyer, D Van Berkel, F Calcagni… - One Earth, 2023 - cell.com
Social media data are transforming sustainability science. However, challenges from
restrictions in data accessibility and ethical concerns regarding potential data misuse have …

Twitter and research: A systematic literature review through text mining

A Karami, M Lundy, F Webb, YK Dwivedi - IEEE access, 2020 - ieeexplore.ieee.org
Researchers have collected Twitter data to study a wide range of topics. This growing body
of literature, however, has not yet been reviewed systematically to synthesize Twitter-related …

[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 sha** future …

Spatially disaggregated population estimates in the absence of national population and housing census data

NA Wardrop, WC Jochem, TJ Bird… - Proceedings of the …, 2018 - pnas.org
Population numbers at local levels are fundamental data for many applications, including
the delivery and planning of services, election preparation, and response to disasters. In …

High resolution global gridded data for use in population studies

CT Lloyd, A Sorichetta, AJ Tatem - Scientific data, 2017 - nature.com
Recent years have seen substantial growth in openly available satellite and other geospatial
data layers, which represent a range of metrics relevant to global human population …

Improved population map** for China using remotely sensed and points-of-interest data within a random forests model

T Ye, N Zhao, X Yang, Z Ouyang, X Liu, Q Chen… - Science of the total …, 2019 - Elsevier
Remote sensing image products (eg brightness of nighttime lights and land cover/land use
types) have been widely used to disaggregate census data to produce gridded population …

Computational socioeconomics

J Gao, YC Zhang, T Zhou - Physics Reports, 2019 - Elsevier
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …

[HTML][HTML] Air pollution intervention and life-saving effect in China

B Zou, J You, Y Lin, X Duan, X Zhao, X Fang… - Environment …, 2019 - Elsevier
As a critical air pollutant, PM 2.5 is proved to be associated with numerous adverse health
impacts and pose serious challenges to human life. This situation is especially important for …

[HTML][HTML] Accuracy assessment of multi-source gridded population distribution datasets in China

Z Bai, J Wang, M Wang, M Gao, J Sun - Sustainability, 2018 - mdpi.com
Population is one of the core elements of sustainable development. Quantifying the
estimation accuracy of population spatial distribution has been recognized as a critical and …

The synergy between remote sensing and social sensing in urban studies: review and perspectives

X **ng, B Yu, C Kang, B Huang… - IEEE Geoscience and …, 2024 - ieeexplore.ieee.org
Urban studies require a rich set of information sources and techniques that enable a
comprehensive depiction of urban environments. Remote sensing captures physical …