meganariley/daily-aqi
收藏资源简介:
该数据集名为每日AQI——美国空气质量,包含美国环保署(EPA)每日更新的官方空气质量数据。数据涵盖6种NAAQS标准污染物(pm25、pm10、臭氧、so2、co、no2),具有每小时粒度,来自美国约1500个监测站。数据集提供两个主要文件:readings.parquet包含每小时读数,每行代表一个监测站、每小时、每种污染物的测量值,包括时间戳、污染物类型、浓度值、单位、AQI指数、地理位置信息(州、县、经纬度)等;daily_summary.parquet包含每日聚合数据,提供每个州、县和污染物的日均、最大、最小AQI以及平均浓度和读数计数。数据适用于空气质量分析、环境研究、公共健康监测和机器学习应用,并通过自动化管道每日更新,采用Xet块级去重存储。数据集基于开放数据共享署名许可证(ODC-By)许可。
The dataset is named Daily AQI — US Air Quality and contains official US EPA air quality data updated daily. It covers all 6 NAAQS criteria pollutants (pm25, pm10, ozone, so2, co, no2) with hourly granularity, from approximately 1,500 monitoring stations across the United States. The dataset includes two main files: readings.parquet provides hourly readings, with each row representing a monitoring station per hour per pollutant, including timestamp, pollutant type, concentration value, unit, AQI index, geographic information (state, county, latitude, longitude), etc.; daily_summary.parquet provides daily aggregates, offering daily mean, max, and min AQI per state, county, and pollutant, along with mean concentration and reading count. It is suitable for air quality analysis, environmental research, public health monitoring, and machine learning applications. The data is updated daily via an automated pipeline using Xet block-level deduplication for storage. Licensed under the Open Data Commons Attribution License (ODC-By).



