Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Natural Scales in Geographical Patterns.

Telmo Menezes1, Camille Roth1,2,3

  • 1Centre Marc Bloch Berlin e.V., Friedrichstr. 191, 10117 Berlin, Germany.

Scientific Reports
|April 5, 2017
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Reframing the filter bubble through diverse scale effects in online music consumption.

Scientific reports·2025
Same author

Quantifying metadata relevance to network block structure using description length.

Communications physics·2024
Same author

Generative models for two-ground-truth partitions in networks.

Physical review. E·2023
Same author

Tubes and bubbles topological confinement of YouTube recommendations.

PloS one·2020
Same author

The Semantic Drift of Quotations in Blogspace: A Case Study in Short-Term Cultural Evolution.

Cognitive science·2017
Same author

Symbolic regression of generative network models.

Scientific reports·2014
Same journal

Turbulent flow in a vortex separator with a directed pipe inlet.

Scientific reports·2026
Same journal

Systematic characteristic evaluation of clay-based cementitious material derived from calcium carbide residue and waste tile powder.

Scientific reports·2026
Same journal

Retraction Note: Improvement of a rapid diagnostic application of monoclonal antibodies against avian influenza H7 subtype virus using Europium nanoparticles.

Scientific reports·2026
Same journal

Applying large language models to spam detection in the Kazakh low-resource language setting.

Scientific reports·2026
Same journal

An open-source 3D printing system enabling in-situ freeze-thaw processing of hydrogels.

Scientific reports·2026
Same journal

An enhanced EfficientNet framework for automated waste classification using cosine annealing and label smoothing.

Scientific reports·2026
See all related articles

Researchers identified natural scales of human movement using social media data. This objective method reveals 2-3 key scales, offering insights for epidemiology and cultural studies.

Area of Science:

  • Human mobility studies
  • Network science
  • Geographical analysis

Background:

  • Human movement spans vast distances, making it hard to define typical scales for analysis.
  • Existing geographical partition methods often rely on arbitrary scales or lack them entirely.
  • Understanding movement scales is crucial for fields like epidemiology and cultural contagion.

Purpose of the Study:

  • To develop an objective method for identifying endogenous scales of human movement.
  • To analyze human mobility patterns across diverse geographical regions.
  • To explore the implications of identified movement scales for geographical boundary definition.

Main Methods:

  • Utilized geotagged data from photo-sharing social media platforms.
  • Applied community detection algorithms to movement networks.

Related Experiment Videos

  • Constrained network analysis by increasing distance percentiles and employed a parameter-free discontinuity detection algorithm.

    • Main Results:

    • Discovered distinct phase transitions in community partition space, indicating natural scales.
    • Identified a remarkably low number of natural scales (2 or 3) across all studied regions.
    • Observed that behaviors, not users, appear to be scale-related.

    Conclusions:

    • The study presents the first objective method for characterizing natural scales of human movement.
    • The identified scales allow for the creation of discrete, multi-scale geographical boundaries.
    • These findings have significant potential applications in epidemiology, cultural contagion, and spatial analysis.