SUBJECT: Use of Collocated PM2.5 Data and Parameter Occurrence Codes (POCs)
FROM: David Mobley, Director
Emissions, Monitoring,
and Analysis Division (MD-14)
TO: Deputy Director, Office of Ecosystem Protection, Region I
Director, Environmental Planning and Protection Division, Region II
Director, Air Protection Division, Region III
Director, Air, Pesticides, and Toxics Management Division, Region IV
Director, Air and Radiation Division, Region V
Director, Multimedia Planning and Permitting Division, Region VI
Director, Air, RCRA, and Toxics Division, Region VII
Director, Air Program, Region VIII
Director, Air Division, Region IX
Director, Office of Air Quality, Region X
Emissions Monitoring and Analysis Division
This memo formally transmits supplementary guidance on the use of PM2.5 data produced at collocated PM2.5 samplers and the use of parameter occurrence codes (POCs) .
Collocated Data
The new guidance is intended to clarify any potential ambiguities in the QA Handbook Method 2.12 and to conform with a July 24, 1989 memo on the handling of PM10 collocated data. Section
13.4.1 in the April 1998 version of the Quality Assurance Guidance Document 2.12 states that:
“Under no circumstances should data from the collocated sampler be reported as coming from the reporting sampler”
This statement was an attempt to ensure that one could identify when collocated data, versus the primary sampler data, was used for reporting purposes. It was not intended to disallow the use of the collocated data if the primary sampler was not operating or for some reason, invalidated.
Since 40 CFR Part 58 Appendix A Section 3.5.2 States: “A monitor designated as an EPA FRM shall be collocated with a monitor having the same EPA FRM designation”, it implies that both samplers are operating independently, have the same operating characteristics, and as long as they are within the precision acceptance requirements, can be considered repeatable and unbiased.
Accordingly, data from a collocated sampler can be substituted for the primary sampler if the primary sampler was not operating or did not produce a valid measurement for that same day.
In order to distinguish the fact that the collocated data was substituted for the primary sampler,
OAQPS suggests designating the collocated data with a parameter occurrence code (POC) of “2" in AIRS. This designation will also facilitate our review of data completeness for precision data since the collocated value would no longer show up in a precision transaction if it was substituted for the primary sampler. Since POC codes have not been designated for specific types of samples in the past, this guidance may not adequately apply to all situations in the current AIRS since a POC of “2" may already be in use at some PM2.5 sites (see Table 2)
Use of Parameter Occurrence Codes (POCs)
As the amount of PM2.5 data reported to AIRS increases in both the number of stations and the number of monitors at any one station, the need to ensure a uniform coding structure for reporting becomes more important. This is essential for both data reviewers and analysts who may not be intimately familiar with any one agency’s network design. Having a uniform coding structure will ensure that data is efficiently accessible for its intended use across multiple reporting agencies.
All of the codes for reporting PM2.5 data can be found on-line in AIRS Geocommon. These codes are also available on the TTN Internet site in both the AIRS section at: https://www.epa.gov/ttn/airs/memos.html#AQS Memos and the PM2.5 section at:
https://www.epa.gov/ttn/amtic/datamang.html. These codes provide for appropriate identification of the data for things such as the parameter, method, interval, and units code. While codes such as these ensure that data from any one site are appropriately identified, they do not provide for an efficient analysis of data across multiple reporting agencies. In order to provide for efficiency in data analysis, the OAQPS is instituting this non-binding guidance for use of the Parameter Occurrence Code (POC). By having consistency in which POC is assigned to PM2.5 data, a large efficiency will be gained in data review and analysis.
The purpose of the POC is identified in the AIRS User’s Guide Volume AQ2, Air Quality Data Coding, section 5.1.2. POC (Parameter Occurrence Code). “POC is a code used to distinguish between different monitors at one site that are measuring the (same) parameter.” In the legacy AIRS the POC is a required 1 digit code to be entered into column 16 of the raw data transaction. The POC can be a number in the range of 1 through 9. In the re-engineered AIRS system a two digit POC will be available.
Table 1 below identifies the appropriate use of each POC: Table 1 Appropriate use of each POC for PM2.5
Parameter of Occurrence Code (POC) |
Type of data to be submitted |
Notes |
1 |
FRM Primary sampler |
If multiple single channel samplers are used to capture daily sampling, all would still be reported as a POC 1. |
2 |
FRM Collocated sampler |
Use of this POC is optional since collocated data is submitted under the precision transaction. However, some Agencies choose to submit their collocated data as raw data. For these Agencies this POC would be preferred. |
3 |
First continuous PM2.5 sampler. (Not a FEM) |
Usually reported as 1 hour data. |
4 |
Any collocated continuous PM2.5 sampler. (Not a FEM) |
Does not have to be same make or model as the POC 3 sampler. |
5 |
First Speciation NAMS sampler. (Not a FRM or FEM) |
POC 5 was previously identified in the AIRS speciation data management issues paper. |
6 |
Collocated Speciation NAMS sampler. (Not a FRM or FEM) |
POC 6 was previously identified in the AIRS speciation data management issues paper. |
7 |
Other PM2.5 sampler |
|
8 |
Other PM2.5 sampler |
|
9 |
Other QA PM2.5 sampler |
|
Currently most of the data reported to AIRS is FRM data and most of that data does have POC’s consistent with the table above. Table 2 contains a list of sites that have more than one POC and also identifies sites who that do not have a POC 1. For example, AIRS Site ID 20900010 has no POC 1 site but does record data for a POC 2. For those agencies that are not using the POC formats as in Table 1, OAQPS and the Regions will work to provide a smooth transition to these formats.
cc: Director, Office of Environmental Measurement and Evaluation, Region I
Director, Environmental Services and Assessment Division, Region II
Director, Environmental Services Division, Regions III and VII
Director, Science & Ecosystems Support Division, Region IV
Director, Resource Management Division, Region V
Assistant Regional Administrator, Management Division, Region VI
Assistant Regional Administrator, Office of Technical and
Management Services, Region VIII
Assistant Regional Administrator, Policy and Management Division, Region IX
Director, Office of Environmental Assessment, Region X
Norman Beloin, Region I
Clinton Cusick, Region II
Ted Erdman, Region III
Herb Barden, Region IV
Gordon Jones, Region V
Mary Kemp, Region VI
Mike Davis, Region VII
Joe Delwiche, Region VIII
Bob Pallerino, Region IX
Chris Hall, Region X
Robin Dunkins
Terence Fitz-Simons
Mike Wayland
David Mintz
Neil Frank
Tim Hanley
Ed Lillis
Frank McElroy
Joe Paisie
Mike Papp
Rich Scheffe
John Seitz
Mark Shanis
Jake Summers
Michael Hamlin
Lydia Wegman
Table 2. Multiple POCs Being Used at a Site, or Sites where POC 1 is Not Being Used
AIRS ID |
POC |
Observations |
Reporting Organization |
10970002 |
1 |
24 |
Al Dept. Of Env. Mgt. |
10970002 |
2 |
14 |
Al Dept. Of Env. Mgt. |
11010007 |
1 |
27 |
Al Dept. Of Env. Mgt. |
11010007 |
2 |
15 |
Al Dept. Of Env. Mgt. |
20900010 |
2 |
34 |
Alaska Department of Environmental Conservation |
60170011 |
1 |
14 |
California Air Resources Board |
60170011 |
2 |
14 |
California Air Resources Board |
60190008 |
3 |
28 |
California Air Resources Board |
60190008 |
4 |
19 |
California Air Resources Board |
60631008 |
2 |
2 |
California Air Resources Board |
60670006 |
1 |
29 |
California Air Resources Board |
60670006 |
2 |
9 |
California Air Resources Board |
60670010 |
2 |
29 |
California Air Resources Board |
60771002 |
2 |
30 |
California Air Resources Board |
60990005 |
2 |
30 |
California Air Resources Board |
61010003 |
1 |
15 |
California Air Resources Board |
61010003 |
2 |
15 |
California Air Resources Board |
61072002 |
2 |
26 |
California Air Resources Board |
90010010 |
1 |
40 |
Connecticut Department of Environmental |
90010010 |
9 |
42 |
Connecticut Department of Environmental |
90019003 |
2 |
16 |
Connecticut Department of Environmental |
90090018 |
1 |
46 |
Connecticut Department of Environmental |
90090018 |
9 |
40 |
Connecticut Department of Environmental |
90091123 |
1 |
42 |
Connecticut Department of Environmental |
90091123 |
9 |
31 |
Connecticut Department of Environmental |
90092123 |
1 |
47 |
Connecticut Department of Environmental |
90092123 |
9 |
38 |
Connecticut Department of Environmental |
180431004 |
1 |
25 |
Indiana Depart of Environ Management/off |
180431004 |
2 |
14 |
Indiana Depart of Environ Management/off |
180891016 |
1 |
109 |
Indiana Depart of Environ Management/off |
180891016 |
2 |
8 |
Indiana Depart of Environ Management/off |
180950009 |
1 |
15 |
Indiana Depart of Environ Management/off |
180950009 |
2 |
7 |
Indiana Depart of Environ Management/off |
181411008 |
1 |
5 |
Indiana Depart of Environ Management/off |
181411008 |
2 |
3 |
Indiana Depart of Environ Management/off |
181630006 |
1 |
6 |
Indiana Depart of Environ Management/off |
181630006 |
2 |
3 |
Indiana Depart of Environ Management/off |
180970081 |
1 |
116 |
Indianapolis Division of Air Pollution c |
180970081 |
2 |
17 |
Indianapolis Division of Air Pollution c |
180970083 |
1 |
122 |
Indianapolis Division of Air Pollution c |
180970083 |
2 |
18 |
Indianapolis Division of Air Pollution c |
211110043 |
1 |
250 |
Jefferson County Air Pollution Control d |
211110043 |
2 |
43 |
Jefferson County Air Pollution Control d |
200910007 |
1 |
33 |
Kansas Department of Health and Environm |
200910007 |
2 |
24 |
Kansas Department of Health and Environm |
201070002 |
1 |
42 |
Kansas Department of Health and Environm |
201070002 |
2 |
20 |
Kansas Department of Health and Environm |
201730010 |
1 |
51 |
Kansas Department of Health and Environm |
201730010 |
2 |
24 |
Kansas Department of Health and Environm |
202090021 |
1 |
20 |
Kansas Department of Health and Environm |
202090021 |
2 |
11 |
Kansas Department of Health and Environm |
AIRS ID |
POC |
Observations |
Reporting Organization |
210190017 |
1 |
41 |
Kentucky Division for Air Quality |
210190017 |
2 |
11 |
Kentucky Division for Air Quality |
210590014 |
1 |
44 |
Kentucky Division for Air Quality |
210590014 |
2 |
12 |
Kentucky Division for Air Quality |
210670012 |
1 |
51 |
Kentucky Division for Air Quality |
210670012 |
2 |
15 |
Kentucky Division for Air Quality |
211950002 |
1 |
46 |
Kentucky Division for Air Quality |
211950002 |
2 |
15 |
Kentucky Division for Air Quality |
212270007 |
1 |
47 |
Kentucky Division for Air Quality |
212270007 |
2 |
13 |
Kentucky Division for Air Quality |
250130016 |
1 |
54 |
Mass Dept Environmental Protection-div a |
250130016 |
2 |
56 |
Mass Dept Environmental Protection-div a |
250210007 |
1 |
55 |
Mass Dept Environmental Protection-div a |
250210007 |
2 |
2 |
Mass Dept Environmental Protection-div a |
250230004 |
1 |
46 |
Mass Dept Environmental Protection-div a |
250230004 |
2 |
46 |
Mass Dept Environmental Protection-div a |
250250027 |
1 |
47 |
Mass Dept Environmental Protection-div a |
250250027 |
2 |
34 |
Mass Dept Environmental Protection-div a |
250270020 |
1 |
53 |
Mass Dept Environmental Protection-div a |
250270020 |
2 |
54 |
Mass Dept Environmental Protection-div a |
311090022 |
1 |
55 |
Nebraska Department of Environmental Con |
311090022 |
2 |
27 |
Nebraska Department of Environmental Con |
311530007 |
1 |
23 |
Nebraska Department of Environmental Con |
311530007 |
2 |
17 |
Nebraska Department of Environmental Con |
310550052 |
2 |
5 |
Omaha-douglas County Health Department |
60250005 |
3 |
26 |
San Diego County Air Quality Management |
60710014 |
3 |
24 |
San Diego County Air Quality Management |
450190048 |
1 |
125 |
South Carolina Department Health and Env |
450190048 |
2 |
21 |
South Carolina Department Health and Env |
450370001 |
2 |
40 |
South Carolina Department Health and Env |
450430009 |
1 |
69 |
South Carolina Department Health and Env |
450430009 |
2 |
65 |
South Carolina Department Health and Env |
450450009 |
1 |
86 |
South Carolina Department Health and Env |
450450009 |
2 |
11 |
South Carolina Department Health and Env |
450790019 |
1 |
79 |
South Carolina Department Health and Env |
450790019 |
2 |
42 |
South Carolina Department Health and Env |
60370002 |
2 |
77 |
South Coast Air Quality Management Distr |
60371002 |
2 |
33 |
South Coast Air Quality Management Distr |
60371103 |
2 |
62 |
South Coast Air Quality Management Distr |
60371201 |
2 |
26 |
South Coast Air Quality Management Distr |
60371301 |
2 |
38 |
South Coast Air Quality Management Distr |
60371601 |
2 |
33 |
South Coast Air Quality Management Distr |
60372005 |
2 |
20 |
South Coast Air Quality Management Distr |
60374002 |
2 |
78 |
South Coast Air Quality Management Distr |
60590001 |
2 |
81 |
South Coast Air Quality Management Distr |
60651003 |
2 |
37 |
South Coast Air Quality Management Distr |
60652002 |
2 |
31 |
South Coast Air Quality Management Distr |
60658001 |
2 |
78 |
South Coast Air Quality Management Distr |
60710025 |
2 |
40 |
South Coast Air Quality Management Distr |
60712002 |
2 |
48 |
South Coast Air Quality Management Distr |
60719004 |
2 |
38 |
South Coast Air Quality Management Distr |
191630015 |
2 |
81 |
University Hygienic Laboratory |
AIRS ID |
POC |
Observations |
Reporting Organization |
490350003 |
2 |
89 |
Utah Department of Environmental Quality |
60195001 |
3 |
39 |
Ventura County APCD |
60271003 |
3 |
46 |
Ventura County APCD |
60271003 |
4 |
25 |
Ventura County APCD |
60290010 |
3 |
40 |
Ventura County APCD |
60290014 |
3 |
107 |
Ventura County APCD |
60290014 |
4 |
23 |
Ventura County APCD |
60310004 |
3 |
36 |
Ventura County APCD |
60472510 |
3 |
9 |
Ventura County APCD |
60792002 |
3 |
26 |
Ventura County APCD |
60798001 |
3 |
30 |
Ventura County APCD |
60798001 |
4 |
28 |
Ventura County APCD |
60830010 |
3 |
28 |
Ventura County APCD |
61110007 |
3 |
54 |
Ventura County APCD |
61110007 |
4 |
28 |
Ventura County APCD |
61112002 |
3 |
53 |
Ventura County APCD |
61113001 |
3 |
48 |
Ventura County APCD |