PeMS03 and PeMS04

Citation Author(s):
xiaodi
wang
Submitted by:
wang xiaodi
Last updated:
Tue, 10/08/2024 - 06:28
DOI:
10.21227/sf03-gz94
License:
0
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Abstract 

The datasets are sourced from the Caltrans Performance Measurement System (PeMS) in California, which monitors and collects real-time traffic data from over 39,000 sensors deployed on major highways throughout the state. The PeMS system collects data every 30 seconds and aggregates it into 5-minute interval, with each sensor generating data for 288 time steps daily. Additionally, road network structure data is derived from the connectivity status and actual distances between sensors.

Instructions: 

Datasets

Sensors

Time range

Edges

PeMS03

358

9/1/2018 - 11/30/2018

547

PeMS04

307

1/1/2018 - 2/28/2018

340