OpenStreetMap: Challenges and opportunities in machine learning and remote sensing

JE Vargas-Munoz, S Srivastava, D Tuia… - IEEE Geoscience and …, 2020 - ieeexplore.ieee.org
OpenStreetMap (OSM) is a community-based, freely available, editable map service created
as an alternative to authoritative sources. Given that it is edited mainly by volunteers with …

Volunteered geographic information research in the first decade: a narrative review of selected journal articles in GIScience

Y Yan, CC Feng, W Huang, H Fan… - International Journal of …, 2020 - Taylor & Francis
More than 10 years have passed since the coining of the term volunteered geographic
information (VGI) in 2007. This article presents the results of a review of the literature …

[HTML][HTML] Identifying core driving factors of urban land use change from global land cover products and POI data using the random forest method

H Wu, A Lin, X ** 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 …

Understanding the modifiable areal unit problem in dockless bike sharing usage and exploring the interactive effects of built environment factors

F Gao, S Li, Z Tan, Z Wu, X Zhang… - International Journal …, 2021 - Taylor & Francis
Understanding the influence mechanisms of dockless bike-sharing usage is essential for
land use planning and bike scheduling strategy implementation. Although various studies …

Spatially varying impacts of built environment factors on rail transit ridership at station level: A case study in Guangzhou, China

S Li, D Lyu, G Huang, X Zhang, F Gao, Y Chen… - Journal of Transport …, 2020 - Elsevier
Understanding the relationship between the rail transit ridership and the built environment is
crucial to promoting transit-oriented development and sustainable urban growth …