AQI 计算,以及分指数计算
文档(使用方法):https://caiyunapp.github.io/aqi-hub/
PyPI 项目页:https://pypi.org/project/aqi-hub/
本地预览文档:make docs-serve(需先 uv sync --group dev)
计算方法参照中华人民共和国生态环境部标准 GB 3095-2026 环境空气质量标准 与 HJ 633-2026 环境空气质量指数(AQI)技术规定(试行)。
自 v0.3.0 起采用 2026 版标准;v0.3.0 之前版本采用 2012 版标准。
本库实现与 2026 版一致,主要约定包括:
- PM2.5:良与轻度污染界限为 60 μg/m³(原 75)
- PM10:良与轻度污染界限为 120 μg/m³(原 150)
- SO2 1 小时:浓度超过 800 μg/m³ 时,IAQI 按 200 计(不再视为无效)
- O3 8 小时:浓度超过 800 μg/m³ 时,IAQI 按 300 计(不再视为无效)
- 新标准:去掉了超标污染物的相关内容(仅保留首要污染物)
| AQI 范围 | 指数级别 | 类别 | 颜色 |
|---|---|---|---|
| 0 至 50 | 一级 | 优 | 绿色 |
| 51 至 100 | 二级 | 良 | 黄色 |
| 101 至 150 | 三级 | 轻度污染 | 橙色 |
| 151 至 200 | 四级 | 中度污染 | 红色 |
| 201 至 300 | 五级 | 重度污染 | 紫色 |
| 301+ | 六级 | 严重污染 | 褐红色 |
计算方法参考 US EPA: Technical Assistance Document for the Reporting of Daily Air Quality – the Air Quality Index (AQI)
| AQI Range | Descriptor | Color |
|---|---|---|
| 0 to 50 | Good | Green |
| 51 to 100 | Moderate | Yellow |
| 101 to 150 | Unhealthy for Sensitive Groups | Orange |
| 151 to 200 | Unhealthy | Red |
| 201 to 300 | Very Unhealthy | Purple |
| 301+ | Hazardous | Maroon |
pip install aqi-hubfrom aqi_hub.aqi_cn.aqi import cal_aqi_cn
# 1.1 计算小时值 AQI
aqi, iaqi = cal_aqi_cn(
pm25=45, pm10=80, so2=35, no2=85, co=3, o3=140, data_type="hourly"
)
print("测试数据 1:")
print(f"AQI: {aqi}")
print(f"IAQI: {iaqi}")
# 1.2 计算日均值 AQI
aqi, iaqi = cal_aqi_cn(
pm25=120, pm10=180, so2=65, no2=150, co=8, o3=200, data_type="daily"
)
print("\n测试数据 2:")
print(f"AQI: {aqi}")
print(f"IAQI: {iaqi}")from aqi_hub.aqi_cn.aqi import cal_iaqi_cn
# 2.1 计算 PM2.5 的 IAQI
pm25_iaqi = cal_iaqi_cn("PM25_24H", 120)
print(f"PM25_24H IAQI: {pm25_iaqi}")
# 2.2 计算 PM10 的 IAQI
pm10_iaqi = cal_iaqi_cn("PM10_24H", 180)
print(f"PM10_24H IAQI: {pm10_iaqi}")from aqi_hub.aqi_cn.aqi import get_aqi_level
# 3.1 计算 AQI
level = get_aqi_level(120)
print(f"AQI 等级: {level}")from aqi_hub.aqi_cn.aqi import get_aqi_level_color
# 4.1 计算 AQI 等级颜色
color = get_aqi_level_color(1, "RGB")
print(f"AQI 等级颜色: {color}")
# 4.2 计算 AQI 等级颜色
color = get_aqi_level_color(2, "CMYK")
print(f"AQI 等级颜色: {color}")
# 4.3 计算 AQI 等级颜色
color = get_aqi_level_color(3, "RGB_HEX")
print(f"AQI 等级颜色: {color}")
# 4.4 计算 AQI 等级颜色
color = get_aqi_level_color(4, "CMYK_HEX")
print(f"AQI 等级颜色: {color}")from aqi_hub.aqi_cn.aqi import cal_primary_pollutant
# 5.1 计算首要污染物
iaqi = {
"PM2.5": 120,
"PM10": 180,
"SO2": 65,
"NO2": 150,
"CO": 8,
"O3": 200,
}
primary_pollutant = cal_primary_pollutant(iaqi)
print(f"首要污染物: {primary_pollutant}")from aqi_hub.aqi_cn.aqi import AQI
data_type = "hourly"
# or
data_type = "daily"
aqi_obj = AQI(
pm25=120,
pm10=180,
so2=65,
no2=150,
co=1.0,
o3=200,
data_type=data_type,
)
print(f"AQI: {aqi_obj.AQI}")
print(f"IAQI: {aqi_obj.IAQI}")
print(f"首要污染物: {aqi_obj.primary_pollutant}")
print(f"AQI 等级: {aqi_obj.aqi_level}")
print(f"AQI 等级颜色 (RGB): {aqi_obj.aqi_color_rgb}")
print(f"AQI 等级颜色 (CMYK): {aqi_obj.aqi_color_cmyk}")
print(f"AQI 等级颜色 (RGB_HEX): {aqi_obj.aqi_color_rgb_hex}")
print(f"AQI 等级颜色 (CMYK_HEX): {aqi_obj.aqi_color_cmyk_hex}")
"""
AQI: 155
IAQI: {'PM2.5': 155, 'PM10': 124, 'SO2': 22, 'NO2': 135, 'CO': 25, 'O3': 137}
首要污染物: ['PM2.5']
AQI 等级: 4
AQI 等级颜色 (RGB): (255, 0, 0)
AQI 等级颜色 (CMYK): (0, 100, 100, 0)
AQI 等级颜色 (RGB_HEX): #FF0000
AQI 等级颜色 (CMYK_HEX): #FF0000
"""from aqi_hub.aqi_usa.aqi import cal_aqi_usa
aqi, iaqi = cal_aqi_usa(
pm25=120, pm10=180, so2_1h=65, no2=150, co=8, o3_8h=0.200, so2_24h=None, o3_1h=None
)
print("aqi:", aqi)
print("iaqi:", iaqi)from aqi_hub.aqi_usa.aqi import cal_iaqi_usa
# 2.1 计算 PM2.5 的 IAQI
pm25_iaqi = cal_iaqi_usa(120, "PM25_24H")
print(f"PM25_24H IAQI: {pm25_iaqi}")
# 2.2 计算 PM10 的 IAQI
pm10_iaqi = cal_iaqi_usa(180, "PM10_24H")
print(f"PM10_24H IAQI: {pm10_iaqi}")
# 2.3 计算 SO2 的 IAQI
so2_1h_iaqi = cal_iaqi_usa(65, "SO2_1H")
print(f"SO2_1H IAQI: {so2_1h_iaqi}")
so2_24h_iaqi = cal_iaqi_usa(307, "SO2_24H")
print(f"SO2_24H IAQI: {so2_24h_iaqi}")
# 2.4 计算 NO2 的 IAQI
no2_iaqi = cal_iaqi_usa(150, "NO2_1H")
print(f"NO2_1H IAQI: {no2_iaqi}")
# 2.5 计算 CO 的 IAQI
co_iaqi = cal_iaqi_usa(8, "CO_8H")
print(f"CO_8H IAQI: {co_iaqi}")
# 2.6 计算 O3 的 IAQI
o3_8h_iaqi = cal_iaqi_usa(0.200, "O3_8H")
print(f"O3_8H IAQI: {o3_8h_iaqi}")
o3_1h_iaqi = cal_iaqi_usa(0.200, "O3_1H")
print(f"O3_1H IAQI: {o3_1h_iaqi}")from aqi_hub.aqi_usa.aqi import get_aqi_level
aqi_level = get_aqi_level(200)
print(f"AQI: {aqi_level}")from aqi_hub.aqi_usa.aqi import get_aqi_level_color
color = get_aqi_level_color(1, "RGB")
print(f"Color: {color}")
color = get_aqi_level_color(2, "CMYK")
print(f"Color: {color}")
color = get_aqi_level_color(3, "RGB_HEX")
print(f"Color: {color}")
color = get_aqi_level_color(4, "CMYK_HEX")
print(f"Color: {color}")from aqi_hub.aqi_usa.aqi import cal_primary_pollutant
iaqi = {
"PM2.5": 150,
"PM10": 120,
"SO2": 200,
"NO2": 100,
"CO": 50,
"O3": 300,
}
primary_pollutant = cal_primary_pollutant(iaqi)
print(f"Primary Pollutant: {primary_pollutant}")from aqi_hub.aqi_usa.aqi import AQI
aqi = AQI(
pm25=120,
pm10=180,
so2_1h=65,
no2=150,
co=8,
o3_8h=0.200,
so2_24h=None,
o3_1h=None,
)
print("aqi:", aqi.AQI)
print("iaqi:", aqi.IAQI)
print("aqi_level:", aqi.aqi_level)
print("primary_pollutant", aqi.primary_pollutant)
print("aqi_color_rgb:", aqi.aqi_color_rgb)
print("aqi_color_cmyk:", aqi.aqi_color_cmyk)
print("aqi_color_rgb_hex:", aqi.aqi_color_rgb_hex)
print("aqi_color_cmyk_hex:", aqi.aqi_color_cmyk_hex)| 污染物 | 中国标准单位 | 美国标准单位 | 单位换算(25℃,1标准大气压) |
|---|---|---|---|
| PM2.5 | μg/m³ | μg/m³ | 相同 |
| PM10 | μg/m³ | μg/m³ | 相同 |
| O3 | μg/m³ | ppb | 1 ppb = 1.962 μg/m³ |
| CO | mg/m³ | ppm | 1 ppm = 1.145 mg/m³ |
| NO2 | μg/m³ | ppb | 1 ppb = 1.88 μg/m³ |
| SO2 | μg/m³ | ppb | 1 ppb = 2.62 μg/m³ |
