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 …

Point-of-Interest (POI) data validation methods: An urban case study

LW Yeow, R Low, YX Tan, L Cheah - ISPRS International Journal of Geo …, 2021 - mdpi.com
Point-of-interest (POI) data from map sources are increasingly used in a wide range of
applications, including real estate, land use, and transport planning. However, uncertainties …

An end-to-end point of interest (POI) conflation framework

R Low, ZD Tekler, L Cheah - ISPRS International Journal of Geo …, 2021 - mdpi.com
Point of interest (POI) data serves as a valuable source of semantic information for places of
interest and has many geospatial applications in real estate, transportation, and urban …

Using OpenStreetMap point-of-interest data to model urban change—A feasibility study

L Zhang, D Pfoser - PloS one, 2019 - journals.plos.org
User-generated content is a valuable resource for capturing all aspects of our environment
and lives, and dedicated Volunteered Geographic Information (VGI) efforts such as …

Conflating point of interest (POI) data: A systematic review of matching methods

K Sun, Y Hu, Y Ma, RZ Zhou, Y Zhu - Computers, Environment and Urban …, 2023 - Elsevier
Point of interest (POI) data provide digital representations of places in the real world, and
have been increasingly used to understand human-place interactions, support urban …

Exploring five indicators for the quality of OpenStreetMap road networks: A case study of Québec, Canada

M Moradi, S Roche, MA Mostafavi - Geomatica, 2022 - cdnsciencepub.com
OpenStreetMap (OSM) is one of the most well-known volunteered geographic information
(VGI) projects that aims to produce a free-world map. However, there are serious concerns …

Assessment and visualization of OSM consistency for European cities

D Zacharopoulou, A Skopeliti, B Nakos - ISPRS International Journal of …, 2021 - mdpi.com
Volunteered Geographic Information (VGI) is a widely used data source in various fields and
services, such as environmental monitoring, disaster and crisis management, SDI, and …

Why we can read maps

FB Mocnik - Cartography and Geographic Information Science, 2023 - Taylor & Francis
Maps, like other types of extensive data collections, are usually created and maintained by a
larger number of individuals. The number of individuals using the map is even larger in most …

Analysis of urban drivable and walkable street networks of the ASEAN Smart Cities Network

P Zhao, Y Yen, E Bailey, MT Sohail - ISPRS International Journal of Geo …, 2019 - mdpi.com
Making transport systems sustainable is a topic that has attracted the attention of many
researchers and urban planners. The Association of Southeast Asian Nations (ASEAN) …

Improving the accuracy of fine-grained population map** using population-sensitive POIs

Y Zhao, Q Li, Y Zhang, X Du - Remote Sensing, 2019 - mdpi.com
Many methods have been used to generate gridded population maps by downscaling
demographic data. As one of these methods, the accuracy of the dasymetric model depends …