Crowdsourcing Geospatial Data for Earth and Human Observations: A Review

X Huang, S Wang, D Yang, T Hu, M Chen… - Journal of Remote …, 2024 - spj.science.org
The transformation from authoritative to user-generated data landscapes has garnered
considerable attention, notably with the proliferation of crowdsourced geospatial data …

Crowdsourced geospatial data in human and earth observations: Opportunities and challenges

X Huang, X Li, D Yang, L Zou - Geoinformatics for Geosciences, 2023 - Elsevier
Crowdsourced geospatial data, referring to data sources gathered from networks of
volunteers, has greatly transformed the paradigms of human and Earth observations in …

The Geospatial Crowd: Emerging Trends and Challenges in Crowdsourced Spatial Analytics

S Alamri - ISPRS International Journal of Geo-Information, 2024 - mdpi.com
Crowdsourced spatial analytics is a rapidly developing field that involves collecting and
analyzing geographical data, utilizing the collective power of human observation. This paper …

[HTML][HTML] Crowdsourced geospatial data is reshaping urban sciences

X Huang, S Wang, T Lu, Y Liu… - International Journal of …, 2024 - Elsevier
For many years, urban sciences relied heavily on traditional, authoritative data sources.
However, a paradigm shift has occurred recently with the advent of citizen-driven data …

Crowdsourcing methods for data collection in geophysics: State of the art, issues, and future directions

F Zheng, R Tao, HR Maier, L See, D Savic… - Reviews of …, 2018 - Wiley Online Library
Data are essential in all areas of geophysics. They are used to better understand and
manage systems, either directly or via models. Given the complexity and spatiotemporal …

Potentials of active and passive geospatial crowdsourcing in complementing sentinel data and supporting copernicus service portfolio

F Dell'Acqua, D De Vecchi - Proceedings of the IEEE, 2017 - ieeexplore.ieee.org
The recent trend toward open Earth observation (EO) data has revived a general interest in
satellite-based monitoring and mapping of the Earth surface. The open policy now applied to …

The role of citizen science in earth observation

S Fritz, CC Fonte, L See - Remote Sensing, 2017 - mdpi.com
Citizen Science (CS) and crowdsourcing are two potentially valuable sources of data for
Earth Observation (EO), which have yet to be fully exploited. Research in this area has …

Crowdsourced geospatial data quality: Challenges and future directions

A Basiri, M Haklay, G Foody… - International Journal of …, 2019 - Taylor & Francis
A decade ago, Volunteered Geographical Information (VGI) was identified as a new source
of information that would blur the traditional boundary between producers and the …

Crowdsourcing for climate and atmospheric sciences: current status and future potential

CL Muller, L Chapman, S Johnston… - International Journal …, 2015 - e-space.mmu.ac.uk
Crowdsourcing is traditionally defined as obtaining data or information by enlisting the
services of a (potentially large) number of people. However, due to recent innovations, this …

Supporting Earth-Observation Calibration and Validation: A new generation of tools for crowdsourcing and citizen science

L See, S Fritz, E Dias, E Hendriks… - … and Remote Sensing …, 2016 - ieeexplore.ieee.org
Citizens are providing vast amounts of georeferenced data in the form of in situ data
collections as well as interpretations and digitization of Earth-observation (EO) data sets …