Air quality index

An air quality index (AQI) is a number used by government agencies [1] to communicate to the public how polluted the air currently is or how polluted it is forecast to become.[2][3] As the AQI increases, an increasingly large percentage of the population is likely to experience increasingly severe adverse health effects. Different countries have their own air quality indices, corresponding to different national air quality standards. Some of these are the Air Quality Health Index (Canada), the Air Pollution Index (Malaysia), and the Pollutant Standards Index (Singapore).

Smog builds up under an inversion in Almaty, Kazakhstan resulting in a high AQI
Wildfires give rise to an elevated AQI in parts of Greece

Definition and usage

An air quality measurement station in Edinburgh, Scotland

Computation of the AQI requires an air pollutant concentration over a specified averaging period, obtained from an air monitor or model. Taken together, concentration and time represent the dose of the air pollutant. Health effects corresponding to a given dose are established by epidemiological research.[4] Air pollutants vary in potency, and the function used to convert from air pollutant concentration to AQI varies by pollutant. Air quality index values are typically grouped into ranges. Each range is assigned a descriptor, a color code, and a standardized public health advisory.

The AQI can increase due to an increase of air emissions (for example, during rush hour traffic or when there is an upwind forest fire) or from a lack of dilution of air pollutants. Stagnant air, often caused by an anticyclone, temperature inversion, or low wind speeds lets air pollution remain in a local area, leading to high concentrations of pollutants, chemical reactions between air contaminants and hazy conditions.[5]

Signboard in Gulfton, Houston indicating an ozone watch

On a day when the AQI is predicted to be elevated due to fine particle pollution, an agency or public health organization might:

During a period of very poor air quality, such as an air pollution episode, when the AQI indicates that acute exposure may cause significant harm to the public health, agencies may invoke emergency plans that allow them to order major emitters (such as coal burning industries) to curtail emissions until the hazardous conditions abate.[9]

Most air contaminants do not have an associated AQI. Many countries monitor ground-level ozone, particulates, sulfur dioxide, carbon monoxide and nitrogen dioxide, and calculate air quality indices for these pollutants.[10]

The definition of the AQI in a particular nation reflects the discourse surrounding the development of national air quality standards in that nation.[11] A website allowing government agencies anywhere in the world to submit their real-time air monitoring data for display using a common definition of the air quality index has recently become available.[12]

Indices by location

Canada

Air quality in Canada has been reported for many years with provincial Air Quality Indices (AQIs). Significantly, AQI values reflect air quality management objectives, which are based on the lowest achievable emissions rate, and not exclusively concern for human health. The Air Quality Health Index or (AQHI) is a scale designed to help understand the impact of air quality on health. It is a health protection tool used to make decisions to reduce short-term exposure to air pollution by adjusting activity levels during increased levels of air pollution. The Air Quality Health Index also provides advice on how to improve air quality by proposing behavioural change to reduce the environmental footprint. This index pays particular attention to people who are sensitive to air pollution. It provides them with advice on how to protect their health during air quality levels associated with low, moderate, high and very high health risks.

The Air Quality Health Index provides a number from 1 to 10+ to indicate the level of health risk associated with local air quality. On occasion, when the amount of air pollution is abnormally high, the number may exceed 10. The AQHI provides a local air quality current value as well as a local air quality maximums forecast for today, tonight, and tomorrow, and provides associated health advice.[13]

1 2 3 4 5 6 7 8 9 10 +
Risk: Low (1–3) Moderate (4–6) High (7–10) Very high (above 10)
Health Risk Air Quality Health Index Health Messages
At Risk population*General Population
Low 1–3 Enjoy your usual outdoor activities.Ideal air quality for outdoor activities
Moderate 4–6 Consider reducing or rescheduling strenuous activities outdoors if you are experiencing symptoms.No need to modify your usual outdoor activities unless you experience symptoms such as coughing and throat irritation.
High 7–10 Reduce or reschedule strenuous activities outdoors. Children and the elderly should also take it easy.Consider reducing or rescheduling strenuous activities outdoors if you experience symptoms such as coughing and throat irritation.
Very high Above 10 Avoid strenuous activities outdoors. Children and the elderly should also avoid outdoor physical exertion.Reduce or reschedule strenuous activities outdoors, especially if you experience symptoms such as coughing and throat irritation.

Hong Kong

On the 30th December 2013 Hong Kong replaced the Air Pollution Index with a new index called the Air Quality Health Index.[14] This index is on a scale of 1 to 10+ and considers four air pollutants: ozone; nitrogen dioxide; sulphur dioxide and particulate matter (including PM10 and PM2.5). For any given hour the AQHI is calculated from the sum of the percentage excess risk of daily hospital admissions attributable to the 3-hour moving average concentrations of these four pollutants. The AQHIs are grouped into five AQHI health risk categories with health advice provided:[15]

Health risk category AQHI
Low 1
2
3
Medium 4
5
6
High 7
Very High 8
9
10
Serious 10+

Each of the health risk categories has advice with it. At the low and moderate levels the public are advised that they can continue normal activities. For the high category, children, the elderly and people with heart or respiratory illnesses are advising to reduce outdoor physical exertion. Above this (very high or serious) the general public are also advised to reduce or avoid outdoor physical exertion.

Mainland China

China's Ministry of Environmental Protection (MEP) is responsible for measuring the level of air pollution in China. As of 1 January 2013, MEP monitors daily pollution level in 163 of its major cities. The API level is based on the level of 6 atmospheric pollutants, namely sulfur dioxide (SO2), nitrogen dioxide (NO2), suspended particulates smaller than 10 μm in aerodynamic diameter (PM10), suspended particulates smaller than 2.5 μm in aerodynamic diameter (PM2.5)， carbon monoxide (CO), and ozone (O3) measured at the monitoring stations throughout each city.[16]

AQI Mechanics
An individual score (IAQI) is assigned to the level of each pollutant and the final AQI is the highest of those 6 scores. The pollutants can be measured quite differently. PM2.5、PM10 concentration are measured as average per 24h. SO2, NO2, O3, CO are measured as average per hour. The final API value is calculated per hour according to a formula published by the MEP.[17]

The scale for each pollutant is non-linear, as is the final AQI score. Thus an AQI of 100 does not mean twice the pollution of AQI at 50, nor does it mean twice as harmful. While an AQI of 50 from day 1 to 182 and AQI of 100 from day 183 to 365 does provide an annual average of 75, it does not mean the pollution is acceptable even if the benchmark of 100 is deemed safe. This is because the benchmark is a 24-hour target. The annual average must match against the annual target. It is entirely possible to have safe air every day of the year but still fail the annual pollution benchmark.[16]

AQI and Health Implications (HJ 663-2012)[16]

AQIAir Pollution
Level 		Health Implications
0–50ExcellentNo health implications.
51–100GoodFew hypersensitive individuals should reduce outdoor exercise.
101–150Lightly PollutedSlight irritations may occur, individuals with breathing or heart problems should reduce outdoor exercise.
151–200Moderately PollutedSlight irritations may occur, individuals with breathing or heart problems should reduce outdoor exercise.
201–300Heavily PollutedHealthy people will be noticeably affected. People with breathing or heart problems will experience reduced endurance in activities. These individuals and elders should remain indoors and restrict activities.
300+Severely PollutedHealthy people will experience reduced endurance in activities. There may be strong irritations and symptoms and may trigger other illnesses. Elders and the sick should remain indoors and avoid exercise. Healthy individuals should avoid out door activities.

India

The Minister for Environment, Forests & Climate Change Shri Prakash Javadekar launched The National Air Quality Index (AQI) in New Delhi on 17 September 2014 under the Swachh Bharat Abhiyan. It is outlined as ‘One Number- One Colour-One Description’ for the common man to judge the air quality within his vicinity. The index constitutes part of the Government’s mission to introduce the culture of cleanliness.[18] Institutional and infrastructural measures are being undertaken in order to ensure that the mandate of cleanliness is fulfilled across the country and the Ministry of Environment, Forests & Climate Change proposed to discuss the issues concerned regarding quality of air with the Ministry of Human Resource Development in order to include this issue as part of the sensitisation programme in the course curriculum.

While the earlier measuring index was limited to three indicators, the current measurement index had been made quite comprehensive by the addition of five additional parameters. Under the current measurement of air quality there are 8 parameters . The initiatives undertaken by the Ministry recently aimed at balancing environment and conservation and development as air pollution has been a matter of environmental and health concerns, particularly in urban areas.[19]

The Central Pollution Control Board along with State Pollution Control Boards has been operating National Air Monitoring Program (NAMP) covering 240 cities of the country. In addition, continuous monitoring systems that provide data on near real-time basis are also installed in a few cities. They provide information on air quality in public domain in simple linguistic terms that is easily understood by a common person.[20] Air Quality Index (AQI) is one such tool for effective dissemination of air quality information to people. As such an Expert Group comprising medical professionals, air quality experts, academia, advocacy groups, and SPCBs was constituted and a technical study was awarded to IIT Kanpur. IIT Kanpur and the Expert Group recommended an AQI scheme in 2014.[21]

There are six AQI categories, namely Good, Satisfactory, Moderately polluted, Poor, Very Poor, and Severe. The proposed AQI will consider eight pollutants (PM10, PM2.5, NO2, SO2, CO, O3, NH3, and Pb) for which short-term (up to 24-hourly averaging period) National Ambient Air Quality Standards are prescribed.[22] Based on the measured ambient concentrations, corresponding standards and likely health impact, a sub-index is calculated for each of these pollutants. The worst sub-index reflects overall AQI. Associated likely health impacts for different AQI categories and pollutants have been also been suggested, with primary inputs from the medical expert members of the group. The AQI values and corresponding ambient concentrations (health breakpoints) as well as associated likely health impacts for the identified eight pollutants are as follows:

AQI Category, Pollutants and Health Breakpoints
AQI Category (Range) PM10 (24hr) PM2.5 (24hr) NO2 (24hr) O3 (8hr) CO (8hr) SO2 (24hr) NH3 (24hr) Pb (24hr)
Good (0-50) 0-50 0-30 0-40 0-50 0-1.0 0-40 0-200 0-0.5
Satisfactory (51-100) 51-100 31-60 41-80 51-100 1.1-2.0 41-80 201-400 0.5-1.0
Moderately polluted (101-200) 101-250 61-90 81-180 101-168 2.1-10 81-380 401-800 1.1-2.0
Poor (201-300) 251-350 91-120 181-280 169-208 10-17 381-800 801-1200 2.1-3.0
Very poor (301-400) 351-430 121-250 281-400 209-748 17-34 801-1600 1200-1800 3.1-3.5
Severe (401-500) 430+ 250+ 400+ 748+ 34+ 1600+ 1800+ 3.5+
AQI Associated Health Impacts
Good (0-50) Minimal impact
Satisfactory (51-100) May cause minor breathing discomfort to sensitive people.
Moderately polluted (101–200) May cause breathing discomfort to people with lung disease such as asthma, and discomfort to people with heart disease, children and older adults.
Poor (201-300) May cause breathing discomfort to people on prolonged exposure, and discomfort to people with heart disease.
Very poor (301-400) May cause respiratory illness to the people on prolonged exposure. Effect may be more pronounced in people with lung and heart diseases.
Severe (401-500) May cause respiratory impact even on healthy people, and serious health impacts on people with lung/heart disease. The health impacts may be experienced even during light physical activity.

Mexico

The air quality in Mexico City is reported in IMECAs. The IMECA is calculated using the measurements of average times of the chemicals ozone (O3), sulphur dioxide (SO2), nitrogen dioxide (NO2), carbon monoxide (CO) and particles smaller than 10 micrometers (PM10).

Singapore

Singapore uses the Pollutant Standards Index to report on its air quality,[23] with details of the calculation similar but not identical to that used in Malaysia and Hong Kong[24] The PSI chart below is grouped by index values and descriptors, according to the National Environment Agency.[25]

PSI Descriptor General Health Effects
0–50 None
51–100 Moderate Few or none for the general population
101–200 Unhealthy Mild aggravation of symptoms among susceptible persons i.e. those with underlying conditions such as chronic heart or lung ailments; transient symptoms of irritation e.g. eye irritation, sneezing or coughing in some of the healthy population.
201–300 Very Unhealthy Moderate aggravation of symptoms and decreased tolerance in persons with heart or lung disease; more widespread symptoms of transient irritation in the healthy population.
301–400 Hazardous Early onset of certain diseases in addition to significant aggravation of symptoms in susceptible persons; and decreased exercise tolerance in healthy persons.
Above 400 Hazardous PSI levels above 400 may be life-threatening to ill and elderly persons. Healthy people may experience adverse symptoms that affect normal activity.

South Korea

The Ministry of Environment of South Korea uses the Comprehensive Air-quality Index (CAI) to describe the ambient air quality based on the health risks of air pollution. The index aims to help the public easily understand the air quality and protect people's health. The CAI is on a scale from 0 to 500, which is divided into six categories. The higher the CAI value, the greater the level of air pollution. Of values of the five air pollutants, the highest is the CAI value. The index also has associated health effects and a colour representation of the categories as shown below.[26]

CAI Description Health Implications
0–50GoodA level that will not impact patients suffering from diseases related to air pollution.
51–100ModerateA level that may have a meager impact on patients in case of chronic exposure.
101–150Unhealthy for sensitive groupsA level that may have harmful impacts on patients and members of sensitive groups.
151–250UnhealthyA level that may have harmful impacts on patients and members of sensitive groups (children, aged or weak people), and also cause the general public unpleasant feelings.
251–500Very unhealthyA level that may have a serious impact on patients and members of sensitive groups in case of acute exposure.

The N Seoul Tower on Namsan Mountain in central Seoul, South Korea, is illuminated in blue, from sunset to 23:00 and 22:00 in winter, on days where the air quality in Seoul is 45 or less. During the spring of 2012, the Tower was lit up for 52 days, which is four days more than in 2011.[27]

United Kingdom

The most commonly used air quality index in the UK is the Daily Air Quality Index recommended by the Committee on Medical Effects of Air Pollutants (COMEAP).[28] This index has ten points, which are further grouped into 4 bands: low, moderate, high and very high. Each of the bands comes with advice for at-risk groups and the general population.[29]

Air pollution banding Value Health messages for At-risk individuals Health messages for General population
Low 1–3 Enjoy your usual outdoor activities. Enjoy your usual outdoor activities.
Moderate 4–6 Adults and children with lung problems, and adults with heart problems, who experience symptoms, should consider reducing strenuous physical activity, particularly outdoors. Enjoy your usual outdoor activities.
High 7–9 Adults and children with lung problems, and adults with heart problems, should reduce strenuous physical exertion, particularly outdoors, and particularly if they experience symptoms. People with asthma may find they need to use their reliever inhaler more often. Older people should also reduce physical exertion. Anyone experiencing discomfort such as sore eyes, cough or sore throat should consider reducing activity, particularly outdoors.
Very High 10 Adults and children with lung problems, adults with heart problems, and older people, should avoid strenuous physical activity. People with asthma may find they need to use their reliever inhaler more often. Reduce physical exertion, particularly outdoors, especially if you experience symptoms such as cough or sore throat.

The index is based on the concentrations of 5 pollutants. The index is calculated from the concentrations of the following pollutants: Ozone, Nitrogen Dioxide, Sulphur Dioxide, PM2.5 (particles with an aerodynamic diameter less than 2.5 μm) and PM10. The breakpoints between index values are defined for each pollutant separately and the overall index is defined as the maximum value of the index. Different averaging periods are used for different pollutants.[29]

Index Ozone, Running 8 hourly mean (μg/m3) Nitrogen Dioxide, Hourly mean (μg/m3) Sulphur Dioxide, 15 minute mean (μg/m3) PM2.5 Particles, 24 hour mean (μg/m3) PM10 Particles, 24 hour mean (μg/m3)
1 0-33 0-67 0-88 0-11 0-16
2 34-66 68-134 89-177 12-23 17-33
3 67-100 135-200 178-266 24-35 34-50
4 101-120 201-267 267-354 36-41 51-58
5 121-140 268-334 355-443 42-47 59-66
6 141-160 335-400 444-532 48-53 67-75
7 161-187 401-467 533-710 54-58 76-83
8 188-213 468-534 711-887 59-64 84-91
9 214-240 535-600 888-1064 65-70 92-100
10 ≥ 241 ≥ 601 ≥ 1065 ≥ 71 ≥ 101

Europe

To present the air quality situation in European cities in a comparable and easily understandable way, all detailed measurements are transformed into a single relative figure: the Common Air Quality Index (or CAQI) Three different indices have been developed by Citeair to enable the comparison of three different time scale:.[30][31]

However, the proposed indices and the supporting common web site www.airqualitynow.eu are designed to give a dynamic picture of the air quality situation in each city but not for compliance checking.[31]

The hourly and daily common indices

These indices have 5 levels using a scale from 0 (very low) to > 100 (very high), it is a relative measure of the amount of air pollution. They are based on 3 pollutants of major concern in Europe: PM10, NO2, O3 and will be able to take into account to 3 additional pollutants (CO, PM2.5 and SO2) where data are also available.

The calculation of the index is based on a review of a number of existing air quality indices, and it reflects EU alert threshold levels or daily limit values as much as possible. In order to make cities more comparable, independent of the nature of their monitoring network two situations are defined:

The indices values are updated hourly (for those cities that supply hourly data) and yesterdays daily indices are presented.[31]

Common air quality index legend:

Pollution Index Value
Very low 0/25
Low 25/50
Medium 50/75
High 75/100
Very high >100

The common annual air quality index

The common annual air quality index provides a general overview of the air quality situation in a given city all the year through and regarding to the European norms.

It is also calculated both for background and traffic conditions but its principle of calculation is different from the hourly and daily indices. It is presented as a distance to a target index, this target being derived from the EU directives (annual air quality standards and objectives):

The annual index is aimed at better taking into account long term exposure to air pollution based on distance to the target set by the EU annual norms, those norms being linked most of the time to recommendations and health protection set up by World Health Organisation.[31]

United States

PM2.5 24-Hour AQI Loop, Courtesy US EPA

The United States Environmental Protection Agency (EPA) has developed an Air Quality Index that is used to report air quality. This AQI is divided into six categories indicating increasing levels of health concern. An AQI value over 300 represents hazardous air quality and below 50 the air quality is good.[10]

Air Quality Index (AQI) ValuesLevels of Health ConcernColors
0 to 50GoodGreen
51 to 100ModerateYellow
101 to 150Unhealthy for Sensitive GroupsOrange
151 to 200UnhealthyRed
201 to 300Very UnhealthyPurple
301 to 500HazardousMaroon

The AQI is based on the five "criteria" pollutants regulated under the Clean Air Act: ground-level ozone, particulate matter, carbon monoxide, sulfur dioxide, and nitrogen dioxide. The EPA has established National Ambient Air Quality Standards (NAAQS) for each of these pollutants in order to protect public health. An AQI value of 100 generally corresponds to the level of the NAAQS for the pollutant.[10] The Clean Air Act (USA) (1990) requires EPA to review its National Ambient Air Quality Standards every five years to reflect evolving health effects information. The Air Quality Index is adjusted periodically to reflect these changes.

Computing the AQI

The air quality index is a piecewise linear function of the pollutant concentration. At the boundary between AQI categories, there is a discontinuous jump of one AQI unit. To convert from concentration to AQI this equation is used:[32]

I = \frac {I_{high} -I_{low}}{ C_{high} -C_{low} }(C-C_{low}) +I_{low}

where:

I = the (Air Quality) index,
C = the pollutant concentration,
C_{low}= the concentration breakpoint that is ≤ C,
C_{high}= the concentration breakpoint that is ≥ C,
I_{low}= the index breakpoint corresponding to C_{low},
I_{high}= the index breakpoint corresponding to C_{high}.

EPA's table of breakpoints is:[33][34][35]

O3 (ppb)O3 (ppb)PM2.5 (µg/m3)PM10 (µg/m3)CO (ppm)SO2 (ppb) NO2 (ppb)AQI AQI
Clow - Chigh (avg)Clow - Chigh (avg)Clow- Chigh (avg)Clow - Chigh (avg)Clow - Chigh (avg)Clow - Chigh (avg)Clow - Chigh (avg)Ilow - Ihigh Category
0-54 (8-hr) - 0.0-12.0 (24-hr) 0-54 (24-hr) 0.0-4.4 (8-hr) 0-35 (1-hr) 0-53 (1-hr) 0-50Good
55-70 (8-hr) - 12.1-35.4 (24-hr) 55-154 (24-hr) 4.5-9.4 (8-hr) 36-75 (1-hr) 54-100 (1-hr) 51-100Moderate
71-85 (8-hr) 125-164 (1-hr) 35.5-55.4 (24-hr) 155-254 (24-hr) 9.5-12.4 (8-hr) 76-185 (1-hr) 101-360 (1-hr) 101-150 Unhealthy for Sensitive Groups
86-105 (8-hr) 165-204 (1-hr) 55.5-150.4 (24-hr) 255-354 (24-hr) 12.5-15.4 (8-hr) 186-304 (1-hr) 361-649 (1-hr) 151-200Unhealthy
106-200 (8-hr) 205-404 (1-hr) 150.5-250.4 (24-hr) 355-424 (24-hr) 15.5-30.4 (8-hr) 305-604 (24-hr) 650-1249 (1-hr) 201-300Very Unhealthy
- 405-504 (1-hr) 250.5-350.4 (24-hr) 425-504 (24-hr) 30.5-40.4 (8-hr) 605-804 (24-hr) 1250-1649 (1-hr) 301-400 Hazardous
- 505-604 (1-hr) 350.5-500.4 (24-hr) 505-604 (24-hr) 40.5-50.4 (8-hr) 805-1004 (24-hr) 1650-2049 (1-hr) 401-500

Suppose a monitor records a 24-hour average fine particle (PM2.5) concentration of 12.0 micrograms per cubic meter. The equation above results in an AQI of:

\frac{50 -0}{12.0 -0}(12.0-0) +0=50,

corresponding to air quality in the "Good" range. To convert an air pollutant concentration to an AQI, EPA has developed a calculator.[36]

If multiple pollutants are measured at a monitoring site, then the largest or "dominant" AQI value is reported for the location. The ozone AQI between 100 and 300 is computed by selecting the larger of the AQI calculated with a 1-hour ozone value and the AQI computed with the 8-hour ozone value.

8-hour ozone averages do not define AQI values greater than 300; AQI values of 301 or greater are calculated with 1-hour ozone concentrations. 1-hour SO2 values do not define higher AQI values greater than 200. AQI values of 201 or greater are calculated with 24-hour SO2 concentrations.

Real time monitoring data from continuous monitors are typically available as 1-hour averages. However, computation of the AQI for some pollutants requires averaging over multiple hours of data. (For example, calculation of the ozone AQI requires computation of an 8-hour average and computation of the PM2.5 requires a 24-hour average.) To accurately reflect the current air quality, the multi-hour average used for the AQI computation should be centered on the current time, but as concentrations of future hours are unknown and are difficult to estimate accurately, EPA uses surrogate concentrations to estimate these multi-hour averages. For reporting the PM2.5 AQI, this surrogate concentration is called the NowCast. The Nowcast is a particular type of weighted average constructed from the most recent 12-hours of PM2.5 data.[37] EPA estimates eight-hour average ozone values in real time using the most recent 1-hour ozone average and the historical relationship between 1-hour maximum and 8-hour maximum values developed for each ozone monitoring site.[38]

Public Availability of the AQI

Real time monitoring data and forecasts of air quality that are color-coded in terms of the air quality index are available from EPA's AirNow web site.[39] Historical air monitoring data including AQI charts and maps are available at EPA's AirData website.[40]

History of the AQI

The AQI made its debut in 1968, when the National Air Pollution Control Administration undertook an initiative to develop an air quality index and to apply the methodology to Metropolitan Statistical Areas. The impetus was to draw public attention to the issue of air pollution and indirectly push responsible local public officials to take action to control sources of pollution and enhance air quality within their jurisdictions.

Jack Fensterstock, the head of the National Inventory of Air Pollution Emissions and Control Branch, was tasked to lead the development of the methodology and to compile the air quality and emissions data necessary to test and calibrate resultant indices.[41]

The initial iteration of the air quality index used standardized ambient pollutant concentrations to yield individual pollutant indices. These indices were then weighted and summed to form a single total air quality index. The overall methodology could use concentrations that are taken from ambient monitoring data or are predicted by means of a diffusion model. The concentrations were then converted into a standard statistical distribution with a preset mean and standard deviation. The resultant individual pollutant indices are assumed to be equally weighted, although values other than unity can be used. Likewise, the index can incorporate any number of pollutants although it was only used to combine SOx, CO, and TSP because of a lack of available data for other pollutants.

While the methodology was designed to be robust, the practical application for all metropolitan areas proved to be inconsistent due to the paucity of ambient air quality monitoring data, lack of agreement on weighting factors, and non-uniformity of air quality standards across geographical and political boundaries. Despite these issues, the publication of lists ranking metropolitan areas achieved the public policy objectives and led to the future development of improved indices and their routine application.

See also

References

  1. ↑ "International Air Quality". Retrieved 20 August 2015.
  2. ↑ National Weather Service Corporate Image Web Team. "NOAA's National Weather Service/Environmental Protection Agency - United States Air Quality Forecast Guidance". Retrieved 20 August 2015.
  3. ↑ https://www.gmes-atmosphere.eu/services/raq/raq_nrt/
  4. ↑ "Step 2 - Dose-Response Assessment". Retrieved 20 August 2015.
  5. ↑ Myanmar government (2007). "Haze". Archived from the original on 27 January 2007. Retrieved 2007-02-11.
  6. ↑ "Air Quality Index - American Lung Association". American Lung Association. Retrieved 20 August 2015.
  7. ↑ "Spare the Air - Summer Spare the Air". Retrieved 20 August 2015.
  8. ↑ "FAQ: Use of masks and availability of masks". Retrieved 20 August 2015.
  9. ↑ http://cleanairinitiative.org/portal/sites/default/files/presentations/1_en_air_pollution_emergency_response_system_-_us_experience_1.pdf
  10. 1 2 3 "Air Quality Index (AQI) - A Guide to Air Quality and Your Health". US EPA. 9 December 2011. Retrieved 8 August 2012.
  11. ↑ Jay Timmons (13 August 2014). "The EPA's Latest Threat to Economic Growth". WSJ. Retrieved 20 August 2015.
  12. ↑ "World Air Quality Index". Retrieved 20 August 2015.
  13. ↑ "Environment Canada - Air - AQHI categories and explanations". Ec.gc.ca. 2008-04-16. Retrieved 2011-11-11.
  14. ↑ Hsu, Angel. "China’s new Air Quality Index: How does it measure up?". Retrieved 8 February 2014.
  15. ↑ "Air Quality Health Index". Government of the Hong Kong Special Administrative Region. Retrieved 9 February 2014.
  16. 1 2 3 "Focus on urban air quality daily". Archived from the original on 2004-10-25.
  17. ↑ "People's Republic of China Ministry of Environmental Protection Standard: Technical Regulation on Ambient Air Quality Index (Chinese PDF)" (PDF).
  18. ↑ Rama Lakshmi (17 October 2014). "India launches its own Air Quality Index. Can its numbers be trusted?". Washington Post. Retrieved 20 August 2015.
  19. ↑ "National Air Quality Index (AQI) launched by the Environment Minister AQI is a huge initiative under ‘Swachh Bharat’". Retrieved 20 August 2015.
  20. ↑ "India launches index to measure air quality". timesofindia-economictimes. Retrieved 20 August 2015.
  21. ↑ http://home.iitk.ac.in/~mukesh/indian%20air%20quality.html
  22. ↑ "::: Central Pollution Control Board :::". Retrieved 20 August 2015.
  23. ↑ "MEWR - Key Environment Statistics - Clean Air". App.mewr.gov.sg. 2011-06-08. Retrieved 2011-11-11.
  24. ↑ ."National Environment Agency - Calculation of PSI" (PDF). Retrieved 2012-06-15.
  25. ↑ "National Environment Agency". App2.nea.gov.sg. Retrieved 2011-11-11.
  26. ↑ "What's CAI". Air Korea. Retrieved 25 October 2015.
  27. ↑ "Improved Air Quality Reflected in N Seoul Tower". Chosun Ilbo. 18 May 2012. Retrieved 29 July 2012.
  28. ↑ COMEAP. "Review of the UK Air Quality Index". COMEAP website.
  29. 1 2 "Daily Air Quality Index". Air UK Website. Defra.
  30. ↑ Garcia, Javier; Colosio, Joëlle (2002). Air-quality indices : elaboration, uses and international comparisons. Presses des MINES. ISBN 2-911762-36-3.
  31. 1 2 3 4 "Indices definition". Air quality. Retrieved 9 August 2012.
  32. ↑ http://www.epa.gov/airnow/aqi-technical-assistance-document-dec2013.pdf
  33. ↑ David Mintz (February 2009). Technical Assistance Document for the Reporting of Daily Air Quality – the Air Quality Index (AQI) (PDF). North Carolina: US EPA Office of Air Quality Planning and Standards. EPA-454/B-09-001. Retrieved 9 August 2012.
  34. ↑ Revised Air Quality Standards For Particle Pollution And Updates To The Air Quality Index (AQI) (PDF). North Carolina: US EPA Office of Air Quality Planning and Standards. 2013.
  35. ↑ http://www3.epa.gov/airquality/ozonepollution/pdfs/20151001fr.pdf
  36. ↑ "AQI Calculator: Concentration to AQI". Retrieved 9 August 2012.
  37. ↑ "AirNow API Documentation". Retrieved 20 August 2015.
  38. ↑ "How are your ozone maps calculated?". Retrieved 20 August 2015.
  39. ↑ "AirNow". Retrieved 9 August 2012..
  40. ↑ "AirData - US Environmental Protection Agency". Retrieved 20 August 2015.
  41. ↑ J.C Fensterstock et al., " The Development and Utilization of an Air Quality Index," Paper No. 69-73, presented at the 62nd Annual Meeting of the Air Pollution Control Administration, June 1969.

External links

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