Archive for the ‘api’ Category

china daily features online survey on beijing’s air quality monitoring

Wednesday, July 1st, 2009

When I wrote yesterday about the China Daily article on the discrepancies between China’s officially reported air quality data and the US Embassy’s BeijingAir Twitter feed, I didn’t realize that the China Daily story appeared on the site’s home page along with an incredibly direct web survey:

china daily survey 1

Web surveys are, of course, not scientific or reliable at all, but nonetheless here’s a screen capture of the results as of around 11am this morning:

china daily survey 2
It’s difficult to imagine such a critical survey happening on a Chinese-language state media site, but I will keep an eye out for anything comparable.

Lastly, for the record, there are several mistakes in the China Daily story that I should point out. Three are in this sentence alone: “A blue-sky day is when the city’s air pollution index, the level of five airborne pollutants, falls below 100, indicating that no health implications exist.”

First, MEP makes no claim that blue-sky days have “no health implications,” only that those days have the poorly-defined “excellent” or “good” air quality. Air quality on blue-sky days can certainly have negative health implications, especially for sensitive populations in the short term and for everyone in the long term. What MEP calls “good,” the US EPA calls “moderate,” saying, “Air quality is acceptable; however, for some pollutants there may be a moderate health concern for a very small number of people who are unusually sensitive to air pollution.”

Second, the air pollution index only covers three pollutants, not five. I’m not sure how China Daily made this mistake, because later in the article they describe the number correctly (”the current evaluation system uses only three indices: Sulfur dioxide, carbon dioxide and PM 10s”), although they get the pollutants wrong. (The three are sulfur dioxide, nitrogen dioxide, and PM10.)

Third, this is minor, but a blue-sky day is a day in which the API is technically 100 or below, not below 100.

china daily questions official air quality statistics

Tuesday, June 30th, 2009

The story about the US Embassy’s BeijingAir air quality twitter feed (whose subscribers now top 2,200) was picked up by the China Daily today. Perhaps surprisingly, the China Daily article uses the embassy data to question whether the Beijing EPB’s official data present an accurate view of Beijing’s air quality:

China Daily calculated that only five days were above “moderate” level in May on BeijingAir, but the local environment bureau said on its website on May 31 that the capital’s air quality was the clearest during the same period since 2000, with 25 blue-sky days.

However, the article goes on to quote both an embassy official and a Chinese expert cautioning that the single station is not representative of Beijing’s overall air quality:

“This is a single site,” [US Embassy spokesperson Susan] Stevenson said. “It cannot be used to measure the air quality across the city. They can’t be compared.”

“The embassy is located in the central business district, which has heavy traffic, and its monitoring station cannot represent the overall picture,” Zhu Tong, an environment professor with Peking University, said yesterday.

Signficantly, the China Daily article does not question whether or not the embassy data is valid for that area, only whether the single data point can be extrapolated out to the rest of the city. To me, this is an important distinction, because collective agreement that the embassy data is valid should ultimately help pressure the Beijing EPB to set up their own real-time PM2.5 monitors across the city (which is the direction we should be driving in).

The article closes with this comment, noteworthy for its open questioning of air quality data. Such questioning is rare in the Chinese state-run media:

Some residents expressed doubts about the official air quality data.

Wang Haiyan, a 36-year-old Beijinger living in Chaoyang district, said that even under a different measuring system, there is still no reason to get such different air quality results.

Within Chinese-language media, Xinhua’s International Herald Leader (国际先驱导报) published a story two days ago (also printed with a different title in the Hong Kong-based Phoenix magazine (凤凰) here) on the US Embassy’s air quality reporting; the story included this photo that is apparently of the monitor:

xin_470606291116348146534

As one would expect, the tone of the Xinhua piece is much more defensive of the official data and critical of the embassy. Unfortunately, I don’t have time now to write more on this; stay tuned tomorrow for some translation and commentary.

beijing epb responds to us embassy air quality twitter feed

Friday, June 26th, 2009

A friend tipped me to an article in today’s South China Morning Post (registration required) on the US Embassy’s Beijing air quality twitter feed.

Although the majority of the content of the SCMP piece echoes that published last week in other sources, there is one important bit of new information:

Du Shaozhong, deputy director of Beijing’s environment protection bureau, was unaware of the US embassy’s move, but said: “Any attempts to question our figures with a single monitoring station are not authoritative enough.”

This could get bad. Let’s see if it gets picked up by other media and begins to escalate.

FYI, the twitter feed has around 1600 followers now (up from 300 just a week ago).>

us embassy outed as source of beijingair twitter feed

Monday, June 22nd, 2009

On Friday of last week, Time’s Austin Ramzy outed the BeijingAir twitter feed as being set up and administered by the US Embassy:

The U.S. Embassy operates a single station in eastern Beijing that records levels of PM2.5, fine particles considered particularly dangerous to human health…

While the U.S. doesn’t actively promote the information, it has slowly been getting more attention from Beijing residents concerned about the city’s air quality. “The U.S. Embassy has an air quality monitor to measure PM 2.5 particulates on the Embassy compound as an indication of air quality,” says Susan Stevenson, a State Department spokesperson. “This monitor is a resource for the health of the Embassy community.” She cautions that citywide analyses cannot be done from a single machine, but because the embassy has the data available, it makes it available to others.

Before the story came out, there were around 300 followers of the feed; now there are more than 1,100 and rising fast.

Beijing experienced some bizarre and extremely rapid changes in air quality on Thursday and Friday of last week. On both days, BeijingAir reported maximum pollution levels (hazardous air, AQI = 500) for brief periods in the afternoon. However, hazardous air was never reported by either the Beijing EPB or MEP, presumably because the pollution spikes on both days were short-lived enough that the overall 24-hour averages evened out as just “light pollution.” (More discussion here and here.)

Here’s a graph showing BeijingAir and MEP-reported air quality over the period noon Tuesday to midnight Sunday last week. Because MEP has no system for real-time reporting, the extreme pollution spikes on the 18th and 19th were never truly reflected in MEP’s air quality data:

6 18 weekend beijingair with mep data

The events of last week highlight the need for real-time reporting of air quality in Beijing. I wonder if the growing popularity of the embassy’s twitter feed will ratchet up pressure on MEP / Beijing EPB to implement such a system here in Beijing.

Final note: the speed of the drop in pollution levels during the afternoon of 6/19 was stunning. With no technical background in air quality modeling or meteorology, I have no idea how this is even possible:

6 19 afternoon

more info on beijing’s 6/18 air quality

Friday, June 19th, 2009

Yesterday, beginning at around 10am, there was a sudden and dramatic spike of air pollution here in Beijing. I blogged about it here, and it was covered in the Guardian and Time’s blog, with surely more to come. The pollution spike lasted until close to midnight yesterday. I presume yesterday evening’s rain is what ended the event, although it should be noted that, as I write this, the pollution seems to be creeping up again.

Yesterday’s pollution spike may be seen very clearly in the BeijingAir tweeted hourly data over the past couple of days. Shown here are PM2.5 concentration and AQI:

6 18 beijingair data

Note the missing data points in the afternoon of 6/18 and the maxing out of AQI at 500 during the same period.

Despite yesterday afternoon’s stifling pollution, MEP’s officially reported Air Pollution Index (API) for 6/18 was just 104 – indicating “slightly polluted” air quality. The reason, as noted yesterday, is that MEP’s API does not report real-time air quality; it is an average air quality indicator covering noon to noon beginning from the previous day. Therefore, we wouldn’t expect the afternoon pollution spike of 6/18 to show up until the 6/19 reported data point.

However, the API for 6/19, which was released a few minutes ago, is just 159 (”lightly polluted”), which is significantly lower than I would have expected.


Edit: An API of 159 – corresponding to a PM10 concentration of 266 ug/m^3 – still represents awful air quality, despite my use of the word “just.” China’s daily/yearly goals for PM10 are 150/100 ug/m^3, while the WHO’s recommended targets are 50/20 ug/m^3.

The following graph shows MEP PM10 and API data, as well as BeijingAir PM2.5 and AQI data, for the last few days. Note that the absolute magnitudes of the BeijingAir and MEP data are not directly comparable due to slightly different measurements and scales. But the trending should be the same:

6 18 beijingair with mep data

Although the MEP data increases beginning noon on 6/18, as one would expect, the increase just doesn’t seem commensurate with the seemingly atrocious pollution yesterday afternoon and evening.

What’s going on here? Well, there are a few options, but I’m not sure which one is correct:

First – it’s theoretically possible that, because MEP averages over 24 hours over a number of different monitoring stations, the overnight reduction combined with lower pollution outside the city center brought the overall average down. Here is the daily individual monitor data from the Beijing EPB:

beijing epb

There are certainly some high readings, e.g. Dongsi, but there are also some that report only half as bad (Pinggu, Miyun).

Second – it is possible that the BeijingAir monitor is either not calibrated correctly or suffered some unusual activity (e.g. a car idling for an extended period outside the monitor). This seems unlikely.

Third – I’m not sure if this is correct or not, but it may be possible that the pollution event was largely PM2.5 – particles of diameter smaller than 2.5 microns – that do not register in the EPB’s monitoring stations designed to measure PM10. Can anyone comment on this?

Fourth – I don’t think I need to write this option explicitly.

More info as I learn it.

air in beijing hazardous

Thursday, June 18th, 2009

BeijingAir is currently reporting hazardous air quality in Beijing (there was an error in the most recent hour, but you can see the PM2.5 concentration slowly creeping up over the course of the morning and early afternoon):

beijingairtwitter 6 18

Note, though, that with the AQI maxed out at 500, the air quality is theoretically worse than “hazardous,” whatever that might be.

On the other hand, MEP is reporting an API today of 104, “slightly polluted.”

A few people have asked me about this blatant discrepancy, so here’s a brief comment:

It’s important to remember that MEP’s reported API for 6/18/09 is actually an average API for the period noon to noon 6/17 to 6/18. Given that this current pollution spike seems to have rolled in over the course of the late morning and early afternoon, it is reasonable that the impact has not yet registered in the MEP reported data. From the perspective of MEP’s official reporting, we will have to wait until around 2pm tomorrow to see the results of this episode.

Of course, this discrepancy highlights the necessity of working towards a system of real-time air quality reporting (like the AIRNow program in the US) in Chinese cities. (More on this in another post.)

Final note: during my time in Beijing (3.5 years), I’ve only experienced a handful of days in which MEP reported a 500 API. The most recent ones were 12/28/2007 and 12/12/2006, plus a few during the sandstorm season of the spring of 2006. I am curious to know if tomorrow will yield another.

how clean were april and may?

Monday, June 8th, 2009

This past spring, the months of April and May in Beijing were reported as the cleanest April / May in a decade. (Sources for April: China Daily and Beijing EPB, see also my previous post; sources for May: Xinhua and Beijing EPB.)

Independent of the quantitative results, these reports seem to confirm what a lot of people have been mentioning to me, that this past spring has seemed surprisingly clean.

Let’s evaluate the truth in all of this. The following graph shows average API*, average PM10 concentration, and number of Blue Sky Days for the period April-May from 2005 through 2009:

april may

From these numbers, the results are pretty clear: the period April-May 2009 in Beijing was indeed significantly better in terms of air quality than the same period in any of the previous four years. (I could have looked farther back, but I decided only to look at five years total for this analysis.)

Here are some comparisons of 2009 vs 2005-2008 averages:

april may 2

I think it’s probably fair to say that the air quality this April and May was 30-40% better than the average air quality during the same period over the previous four years.

As usual, we should celebrate the progress while being mindful of the significant improvements still required. My calculated average PM10 concentration for this period, 117 ug/m^3, is still well above China’s annual target (100 ug/m^3) and well well above the WHO’s ideal target for developed nations (20 ug/m^3). It is also well above my estimate for the average PM10 concentration during last year’s two-month Olympic period (79 ug/m^3).

Related:
Summary of Beijing’s 2009 first quarter air quality
Summary of Beijing’s 2008 air quality
Update on fall air quality in Beijing

*I don’t really like averaging API, because it can lead to some misleading results (further discussion in this post), but despite that I still think it has value as an indicator here.

news to be positive about: PM2.5 and ozone monitoring coming soon; Pollution Transparency Index

Friday, June 5th, 2009

Three recent air pollution-related news stories to be positive about:

1) China Daily: Tougher rules for air quality likely soon

China is mulling more stringent appraisal standards for air quality, and pilot projects are likely to start from coastal cities in the Yangtze River delta and Pearl River delta next year.

The environmental authorities are planning to include particles less than 2.5 microns (PM2.5) and ozone, into the Air Pollution Index (API), which currently measures the concentration of sulfur dioxide, nitrogen dioxide and PM10, or particles smaller than 10 microns.

This is terrific news. With the pressure of the Olympics off, I was beginning to think that MEP had forgotten about the comments they made last year on this topic. No dates given in the article, but still a positive sign.

2) China Daily: Pollution index up and running

China’s first Pollution Information Transparency Index (PITI) has been officially launched and has published its first annual assessment of the pollution information disclosure performance of 113 Chinese cities for 2008.

The PITI, set up by the Institute of Public and Environmental Affairs (IPE) and the US-based Natural Resources Defense Council (NRDC), is part of efforts to strengthen public awareness and supervision of environmental issues and protection.

Here is the link to the index methodology and results (Chinese). Note that the index encompasses several types of pollution, not just air pollution. Although most cities scored rather poorly (Beijing overall scored 49.1 out of 100), it’s still encouraging to see this index go public as a baseline for future comparison. It is also very encouraging to see this activity by NGOs reported in the Chinese media.

3) Xinhua: China’s central environment authorities to open hotline for direct complaints

BEIJING, June 4 (Xinhua) — People who have complaints about environmental pollution in China would have a direct way to inform the Ministry of Environmental Protection as the ministry opens a tip-off hotline on Friday, the International Environment Day.

The ministry said Thursday that the hotline, 010-12369, will take calls about emergency environment issues, cross-provincial pollution and other environmental issues that should be directly dealt with by the ministry.

A nice little green hop, I’d say (to borrow an expression from the Green Leap Forward).

new report shows widespread air quality data manipulation

Wednesday, June 3rd, 2009

Last fall, I wrote about Steven Andrews’ report demonstrating data biasing in Beijing’s air quality reporting.

The China Environment Forum has just published a second peer-reviewed report written by Mr. Andrews, this one detailing on a much larger scale the data manipulation present in air quality reporting across all of China. Mr. Andrews’ overall conclusion is as follows:

Publicizing the API and where cities rank in terms of air quality keeps the public informed of air quality and potential health threats. However, misleading data presentation and revised laws have prevented the API system from accurately communicating air quality problems to the public.

Mr. Andrews’ report focuses on several points, including:

1) SEPA’s loosening of ambient air quality standards in 2000 artificially inflated the number of cities in compliance:

In 2006, the annual average NO2 concentration in Beijing was 66μg/m3 and in Guangzhou it was 67μg/m3 (BJEPB, 2007; GZEPB, 2007). Under the 1996 standards, Beijing and Guangzhou would have exceeded the annual average NO2 standard in 2006 by 65 percent and 67 percent, respectively. Under the revised standards, both were in compliance (SEPA, 2000).

(Note: link to old standards here; link to new standards here; discussion and comparison to international standards here.)

2) The assignment of 100 as the cut-off point for a “Blue Sky Day,” coupled with rising pressure for cities to meet increasing numbers of annual Blue Sky Days, has encouraged the “bumping” of API data just above 100 to just below. Mr. Andrews writes:

Although the establishment of “Blue Sky” targets and well-publicized tallies of the number of days meeting the national standard has resulted in an easily understood metric for air quality, it strongly appears that pollution levels near this boundary are being manipulated in many major cities.

This was one of his core findings in his previous report on Beijing alone. In this report, Mr. Andrews expands the analysis to many more Chinese cities. The table below shows 30 cities which reported above 90% of all API values within the range 96-105 as 100 or below in a given year. (Statistically, one would expect around 50% of data points in this range to be on either side of 100.)
API Bias in Chinese Cities

3) The moving of monitoring stations within cities has artificially inflated air quality:

Although there has been a reported 10.8 percent decrease in Beijing’s annual average NO2 level between 1998 and 2006, the two stations in traffic areas have reported annual average NOx concentrations 100 percent higher than the non-traffic stations (BJEPB, 1998). This indicates that all the reported decrease in NO2 concentrations in Beijing from 1998-2006 may be due to the changing locations of monitoring stations.

4) Although not one of Mr. Andrews’ key conclusions, one of his smaller but fascinating findings is that, apparently, there was a mistake in the English-language version of MEP’s website regarding how to calculate API. This is something I never realized, but has apparently wreaked some havoc in international data analyses of air quality in China:

Although the calculation methodologies to go from API values to pollutant concentrations are straightforward, an error in the sample calculation on the MEP website has lead to misunderstandings of the true severity of pollution levels—inaccuracies that have been replicated in several leading reports on air pollution in China.

It seems that MEP has since removed the English explanation of API calculation, so I’m not sure what this error was; I’ll keep digging and see if I can find out more.

Thoughts

Similar to Mr. Andrews’ September 2008 report, this report is a scathing indictment and well-supported criticism of MEP’s air quality data quality and transparency. It highlights a number of issues that MEP – as well as city and provincial-level EPBs – should ideally work quickly to resolve in order to regain international trust and credibility.

april 2009 was beijing’s cleanest april in 10 years

Thursday, May 14th, 2009

I’m a couple of weeks late on this (still playing catch up), but I thought this recent story was worth noting.

On May 2nd, China Daily reported that “Beijing has ‘cleanest month’ in 9 years,” writing, “the city experienced its best month of air quality since 2000 with 23 blue-sky days in April.”

The excellent blog Daily Dose of Air Pollution highlighted that this claim is dubious, noting at least three other months (August and September, 2008, and August 2006) in which Beijing had higher numbers of Blue Sky Days and lower average APIs than April 2009.

I think I’ve identified the source of confusion. The official Beijing EPB announcement (Chinese), titled 4月本市空气质量创2000年以来同期最好水平, states specifically that April 2009 was the best April since 2000, not the best month overall. It seems the China Daily (or the Beijing EPB spokesperson during the press conference) misrepresented the real announcement.

Two follow up points:

1) While acknowledging progress, we should also simultaneously not get too excited over the “clean” air. The Beijing EPB claims that the average PM concentration during this month was 120 ug/m3 (主要污染物可吸入颗粒物月均浓度为每立方米0.12 毫克), which is still well above China’s national air quality target (100 ug/m3) and six times higher than the WHO recommended guideline (20 ug/m3). (Comparison of international standards in this post.) Although it is critically important in China to note progress, we must not wrap ourselves so much in cheers of success that we become blinded to the significant challenges and work still ahead.

2) The China Daily article describes in more detail than I have ever seen how the economic slowdown may have contributed to improved air quality, writing:

Besides strict environmental protection measures, experts think the global economic slowdown might be playing a positive role in environmental protection.

Zhu Tong, an environment professor with Peking University, told China Daily on Friday that heavy industry has decreased production in many polluting factories, which benefits the air.

“Most companies in heavy industry are seeing fewer orders. The output of the Shougang Group this year so far equals the same period during the Olympics,” said Wang Dawei, head of the air quality control division of the Beijing municipal environmental protection bureau.

In the first season this year, the added value for ferrous metal and chemistry manufacturing in the capital was 3.36 billion yuan ($490 million) and 1.85 billion yuan, a year-on-year decrease of 18.1 percent and 17.9 percent respectively.

If the improved air quality is indeed due to the slowdown, then this means there is even less cause for celebration.