干旱区研究 ›› 2023, Vol. 40 ›› Issue (5): 715-725.doi: 10.13866/j.azr.2023.05.04 cstr: 32277.14.j.azr.2023.05.04
收稿日期:
2022-09-12
修回日期:
2022-10-26
出版日期:
2023-05-15
发布日期:
2023-05-30
作者简介:
赵侦竹(1997-),女,硕士研究生,主要从事机器学习与污染物模拟. E-mail: 基金资助:
ZHAO Zhenzhu(),MA Minjin(),KANG Guoqiang,CAO Yidan
Received:
2022-09-12
Revised:
2022-10-26
Published:
2023-05-15
Online:
2023-05-30
摘要:
持续性空气污染是对健康有重要危害的环境问题,利用2014—2021年逐日AQI以及PM2.5、PM10、SO2、NO2、O3(8 h)(臭氧8 h滑动平均)和CO的质量浓度,分析山谷城市兰州的空气污染年际变化特征、月季变化特征并重点分析兰州市空气污染持续性特征。结果发现冬季短时间轻度持续污染过程、长时间中度和重度持续污染过程次数最多,春季短时间中度和重度持续污染过程次数最多,夏季无中度和重度持续污染过程,秋季与冬季长时间轻度持续污染过程较多。持续性污染过程中起主要影响作用的污染物,因季节、长短持续时间和等级不同而不同,冬季轻度、中度持续污染过程和短时间重度持续污染过程,起主要影响的污染物为PM2.5,长时间重度持续污染过程为PM2.5和PM10;春季持续污染过程中主要污染物为PM10;夏季轻度持续污染过程中主要污染物为O3(8 h);秋季短时间轻度持续污染过程中主要污染物为PM10,而长时间轻度持续污染过程分别为PM10、PM2.5和NO2。
赵侦竹, 马敏劲, 康国强, 曹译丹. 兰州市空气污染物变化及污染持续性特征分析[J]. 干旱区研究, 2023, 40(5): 715-725.
ZHAO Zhenzhu, MA Minjin, KANG Guoqiang, CAO Yidan. Analysis on variation characteristics of continuous air pollution in Lanzhou[J]. Arid Zone Research, 2023, 40(5): 715-725.
表3
2014—2021年兰州市持续污染过程次数统计"
持续污染过程等级 | 季节 | 持续天数/d | |||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 14 | 17 | 19 | 21 | ||
轻度污染 | 冬 | 24 | 16 | 11 | 7 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 |
春 | 41 | 13 | 3 | 4 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
夏 | 63 | 15 | 8 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
秋 | 21 | 14 | 2 | 2 | 3 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
中度污染 | 冬 | 4 | 1 | 3 | 1 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 |
春 | 5 | 3 | 1 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
夏 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
秋 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
重度污染 | 冬 | 2 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | 2 | 1 | 1 | 0 | 0 | 0 | 1 | 0 |
春 | 0 | 5 | 2 | 3 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 0 | |
夏 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
秋 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 |
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