乌克兰空气质量：战时的日常污染

该数据集包含 2024 年 1 月至 2025 年 2 月乌克兰 35 个以上城市的每日空气污染测量数据（源自官方开放政府来源），以及导弹 / 无人机袭击致平民伤害的开源事件数据；污染数据（pollution_dataset.csv）含日期、城市、污染物测量值等信息，平民伤害数据（ukr_harm.csv）为战争期间袭击事件众包数据，含事件 ID、日期、袭击位置等信息；数据经清理标准化，城市名称统一，移除了隐私相关地理定位数据，遵循知识共享署名 4.0 许可，含敏感内容需谨慎使用This dataset contains daily air pollution measurement data from over 35 cities across Ukraine between January 2024 and February 2025, sourced from official open government data platforms, alongside open-source incident data documenting civilian casualties caused by missile and drone strikes. The air pollution data is stored in `pollution_dataset.csv`, which includes fields such as date, city name, and pollutant concentration measurements. The civilian harm data, contained in `ukr_harm.csv`, is a crowdsourced dataset of wartime attack incidents, with columns including incident ID, date, and attack location. All data has been cleaned and standardized: city names are uniformly formatted, and privacy-related geolocation data has been removed. This dataset is licensed under Creative Commons Attribution 4.0 International (CC BY 4.0). It contains sensitive content and should be used with caution.

搜集汇总

背景与挑战

背景概述

该数据集整合了2024年1月至2025年2月乌克兰35个以上城市的每日空气污染测量数据与战争期间袭击事件导致的平民伤害数据，旨在支持异常检测等分析。数据源自官方开放政府来源和众包事件，经过清理标准化，遵循知识共享署名4.0许可，但含敏感内容需谨慎使用。其特点在于结合了环境监测与冲突影响，为研究战时空气质量变化提供了独特视角。