Spatiotemporal variability and prediction of e-bike battery levels in bike-sharing systems

Spatiotemporal variability and prediction of e-bike battery levels in bike-sharing systems

Abstract Bike Sharing Systems (BSSs) play a crucial role in promoting sustainable urban mobility by facilitating short-range trips and connecting with other transport modes. Traditionally, most BSS fleets have consisted of mechanical bikes (m-bikes), but electric bikes (e-bikes) are being progressiv...

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Bibliographic Details
Main Authors: Aleix Bassolas, Jordi Grau-Escolano, Julian Vicens
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
Subjects:
Bike-sharing
Human mobility
e-bikes
Online Access:https://doi.org/10.1038/s41598-025-88952-y
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