Datasets
Standard Dataset
PeMS03 and PeMS04
- Citation Author(s):
- Submitted by:
- wang xiaodi
- Last updated:
- Tue, 10/08/2024 - 06:28
- DOI:
- 10.21227/sf03-gz94
- License:
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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.
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Datasets
Sensors
Time range
Edges
PeMS03
358
9/1/2018 - 11/30/2018
547
PeMS04
307
1/1/2018 - 2/28/2018
340