Beijing PM10 Dataset
- 1. Monash University
Description
This dataset is part of the Monash, UEA & UCR time series regression repository. http://tseregression.org/
The goal of this dataset is to predict PM10 air quality in the city of Beijing. This dataset contains 17532 time series with 9 dimensions. This includes hourly air pollutants measurments (SO2, NO2, CO and O3), temperature, pressure, dew point, rainfall and windspeed measurments from 12 nationally controlled air quality monitoring sites. The air-quality data are from the Beijing Municipal Environmental Monitoring Center. The meteorological data in each air-quality site are matched with the nearest weather station from the China Meteorological Administration. The time period is from March 1st, 2013 to February 28th, 2017.
Please refer to https://archive.ics.uci.edu/ml/datasets/Beijing+Multi-Site+Air-Quality+Data for more details
Relevant Papers
Zhang, S., Guo, B., Dong, A., He, J., Xu, Z. and Chen, S.X. (2017) Cautionary Tales on Air-Quality Improvement in Beijing. Proceedings of the Royal Society A, Volume 473, No. 2205, Pages 20170457
Citation Request
Zhang, S., Guo, B., Dong, A., He, J., Xu, Z. and Chen, S.X. (2017) Cautionary Tales on Air-Quality Improvement in Beijing. Proceedings of the Royal Society A, Volume 473, No. 2205, Pages 20170457
Files
Files
(99.2 MB)
Name | Size | Download all |
---|---|---|
md5:bb05ad9389ae4293dc25d45f4790a0fc
|
29.5 MB | Download |
md5:8674a231e622608c590db0ce9de781c4
|
69.7 MB | Download |