APPENDIX E July Campaign Purpose: To determine whether the PM 2.5 readings that are collected at 200 College St. (Wallberg Building) and at 223 College St. (GAGE Institute) are representative of downtown Toronto and two other spots in Toronto (Finch and St. Clair subway stations). Theory: The pDR1200 is a light-scattering photometer, which incorporates a pulsed, high output, near-infrared light emitting diode source, a silicon detector/hybrid preamplifier, collimating optics and a source reference feedback PIN silicon detector. The intensity of the light scattered over the forward angle of 45o to 90o by the airborne particles passing through the sensing chamber is linearly proportional to their concentration. Mass Concentration of Particulate Matter 2.5 (2.5 µm or less in diameter) is measured by the Nephelometer. PM 2.5 is obtained by attaching a pump with a flow rate of 4 liters/minute to the Nephelometer; the cyclone (original cyclone) will cut the air particles allowing only particles 2.5 µm or less pass through into the Nephelometer. This was figured out from the graph below. E-1 The Nephelometer does not distinguish between particle sizes. It considers all airborne particles to be similarly sized. In making this assumption, it can then display a mass concentration. The ambient air, though, does not keep the same distribution of air particles, thus the calibration factor must change on a daily basis. In this experiment, the calibration factor was determined twice a day by comparing with TEOM (Tapered Element Oscillating Microbalance) instantaneous mass concentration of PM 2.5. Materials: Digital Camera Nephelometer Pump Wristwatch Sony Digital Malvica pDR 1200 (MIE Inc) SKC model 224PCXR3 (4 liters/min flow rate) Seiko Procedure: Tube connections 1. Using Tygon tubing, connect the Nephelometer to the pump. The cyclone must be attached to the Nephelometer. 2. Using Tygon tubing, connect the cyclone to the drying tube. Turn the pump ON (press ON/OFF switch). Sampling with the Nephelometer 1. 2. 3. 4. 5. 6. 7. 8. Turn On Nephelometer from the ON/OFF switch. Press NEXT twice (see LOGGING DISABLED). Press ENTER. Press NEXT six times (see START RUN: ENTER READY:NEXT ) Press ENTER. If the readings are abnormally high (anything over 0.150 mg/m3) check that this is the correct reading by pressing EXIT then ENTER and then ENTER again, repeat this a number of times until convinced that this is correct. When finished sampling press EXIT, then ENTER. Press ON/OFF switch to turn the Nephelometer off. Time synchronization. Make sure your wristwatch is synchronized with the Nephelometer’s internal clock. Daily Sampling routine E-2 1. Take five-minute samples at the starting sampling point at Finch Station. 2. Take five-minute samples at the starting sampling point at St. Clair Station. 3. At the Wallberg building, take a photo of the CN tower and Downtown Toronto from the roof. 4. Take readings from Wallberg to the GAGE institute and on the map record the time and concentration at these two locations. 5. Take readings from the roof of the GAGE Institute, meanwhile record the instantaneous values every 20 seconds given by the TEOM. 6. Sample along the circuit described on the map; at each numbered site record the time and the concentration. 7. When the circuit is completed take sample from the roof of the GAGE Institute, meanwhile record the instantaneous values every 20 seconds given by the TEOM. 8. Take photo of CN tower and Downtown Toronto from the roof of the Wallberg building. 9. At this point data processing is done in WB133. 10. At the end of the day take samples again at St. Clair and Finch subway stations. E-3 Before starting the Data Processing make sure that the program called PDRcom is installed on the computer. If it is not, install it from the disks that came with the Nephelometer or download the software from www.mieinc.com. Data Processing 1. 2. 3. 4. 5. 6. Turn on pDR (ON/OFF) Press NEXT seven times (see CONNECT TO PC) On computer go to Start Program MIE PDR-com Go to PDR button Get Data Open the first tag of the day (site a) Save it as DATEa.csv (eg. Jul16a.csv) Open the second tag of the day (site b) Save it as DATEb.csv (eg. Jul16b.csv) 7. Open the third tag of the day (sites 0 and 1) Save it as DATEwal.csv (eg. Jul16wal.csv) 8. Open the fourth tag of the day (first calibration against TEOM). Save it as DATEt1.csv (eg. Jul16t1.csv) 9. Open one by one from the fifth tag to the second last tag of the day (downtown circuit). Save them as DATEdo#.csv (eg. Jul16do1.csv) 10. Open the last tag of the day (second calibration against TEOM). Save it as DATEt2.csv (eg. Jul16t2.csv) 11. The previous days tags are to be opened and saved as PREVIOUSDATEbev.csv and PREVIOUSDATEaev.csv respectively for sites b and a (St. Clair and Finch subway stations) 12. Check to see that all of the tags have been saved under their proper names in the directory C:\PDRCOM 13. Go to PDR button Delete Data 14. Select all of the tags and delete them. 15. Copy all these files into a directory having the name DATE (eg. July 16) 16. Look at the map and notice where there was a sudden drop or a sudden increase in mass concentration. If the concentration remains at a constant value after a dropped value or a peaked value, then the second calibration factor will be applied from then on to the data; if the concentration returns to its previous value then the first calibration factor will continue to be valid. 17. In order to calculate the calibration factors open DATEt1.csv and DATEt2.csv files. Average the instantaneous concentrations given by the TEOM Calibration factor = TEOM avg conc / pDR avg conc Note: use the same units, convert the Nephelometer data from mg/m3 to µm/m3 by multiplying it by 1000 If there is no visible change in air (step 16) then the calibration factor for the entire day is the average of the two calibration factors. 18. Apply the calibration factors: Multiply these calibration factors by all the data points from all the tags. E-4 Then create a new file named DATEall.xls (eg. Jul16all.xls) and in it copy and paste all the calibrated concentrations, the date and the times of each sample. (Note: make sure that the times are in increasing order, and combine all the entries from all the tags). See example in Chart 1 for format outline of DATEall.xls 19. Save all the files as .xls files. 20. From the times recorded on the map identify what all the concentrations where at all the sites. Create another column and name it Sites Beside each of the identified concentrations write down the name of the site. For the two subway sites (Finch and St. Clair) average all the concentrations and label the site name halfway through the sample (ie: if the sample was 5 minutes long then label on the third minute) On another column beside the site name display the average of the concentrations found at the site. Select the entire Sites column Press ALT+D, choose Filter Auto Filter. Scroll down to choose the NON-BLANKS filtering options. Select using the mouse all of the columns Press CTRL+C to copy Go to the second sheet of the DATEall.xls file and paste by pressing CTRL+V. Chart 1 (DATEall.xls not filtered) Date 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul 24-Jul Time 08:23:34 08:24:34 08:25:34 08:26:34 08:27:34 08:28:34 08:29:34 08:55:38 08:56:38 08:57:38 08:58:38 08:59:38 09:00:38 10:22:19 10:23:19 10:24:19 10:25:19 10:26:19 Calibrated concentration (µg/m3) Sites 52 48 48 49 a 49 51 52 50 52 51 b 48 50 47 36 38 39 35 33 Subway averaged concentration (µg/m3) 50 50 0 1 E-5 Save DATEall.xls and exit Microsoft Excel. Copy from the Floppy Disk the photos for the morning and afternoon shots into the DATE folder. Rename the photos according to the date and time that they were taken at (eg. Jul16_13_15). Results: The graphs in Appendix 1 illustrate how the Nephelometer (pDR 1200) performs against the TEOM in different days. For all the graphs the X-axis represents the time at which the sample is taken, and the Y-axis represent the mass concentration in µg/m3. The Nephelometer took samples from Finch Station, St. Clair Station and the downtown circuit defined in the map on page 3; meanwhile the TEOM took samples at 223 College St. (GAGE Institute). This was used to show whether the readings taken at the GAGE Institute were representative of Downtown Toronto and some of North York. The graphs for July 4,5,10,17 and 18 showed a very good match between the Nephelometer and the TEOM. The graphs for July 6 and 9 were good matches but not quite as good as the previous ones. The graph for July 16 showed a very good match but only between 10:30 AM to 12:00 PM. The other graphs in Appendix 1 did not show good matches between the Nephelometer and the TEOM. A better way to appreciate whether the readings taken at the Wallberg building are representative of Downtown Toronto and North York is offered in Appendix 2. Appendix 2 displays a graph representing the concentration factors of all the sites, the X-axis representing the site number and the Y-axis representing the concentration factor. All the concentration factors were calculated using this formulae: Concentration factor = Site # / [(Site 0 + Site 29)/2] These concentration factors enable anybody that is taking a reading of PM 2.5 at the Wallberg building, to approximate what the mass concentration at any other site on the circuit is. Wallberg building can be considered as being representative of Downtown Toronto and of North York because all the concentration factors are 1 within their respective standard deviations. In Appendix 3 there are two graphs that show how the mass concentration changed on a daily basis at the Wallberg building and in front of the Union Station tunnel at Front St. and York St. The first graph refers to sites 0 and 29, which are at the Wallberg building in the morning and respectively the afternoon. The second graph refers to the Union Station tunnel, which is site 10.Sites 0 and 29 are the sites to which we want to compare all the sites to, site 10 is the most polluted site along the circuit. As it can be observed from these two graphs they tend to follow the same trend. This means that the readings taken at the Wallberg building are representative of the readings taken in front of the Union Station tunnel at Front St. and York St. E-6 Conclusion: The readings taken at the Wallberg building are representative of the readings taken in Downtown Toronto, at Finch Station and at St. Clair station. This was shown by the graph in Appendix 2, and partially by the graphs in Appendix 3. The readings taken at the GAGE Institute seem to also be representative of the readings taken in Downtown Toronto, at Finch Station and at St. Clair station. The majority of graphs displayed in Appendix 1 showed this. Appendix 1: July 3 TEOM vs pDR1200 9 6: 1 8 18 :0 5: 2 7 17 :3 9: 1 7 pDR 30 min Average (ug/m3) 12 :2 0: 4 7 12 :0 0: 4 7 11 :3 0: 4 7 11 :0 0: 4 7 10 :3 0: 4 1 10 :0 2: 0 08 :1 07 :4 3: 5 9 40 35 30 25 20 15 10 5 0 TEOM conc(ug/m3) July 4 TEOM vs pDR1200 pDR 30 min Average (ug/m3) E-7 TEOM conc(ug/m3) :3 6 18 : 28 :1 3 17 : 59 :1 1 12 : 04 :0 1 12 : 00 :0 1 11 : 30 :0 1 11 : 00 :0 1 10 : 30 :0 1 10 : 00 :0 1 09 : 30 :5 7 08 08 : 07 : 41 :4 5 40 35 30 25 20 15 10 5 0 July 5 TEOM vs pDR 1200 pDR 30 min Average (ug/m3) 21 :2 0: 43 20 :5 6: 01 12 :4 4: 13 12 :3 0: 03 11 :5 9: 45 11 :3 0: 05 10 :5 5: 27 10 :3 0: 07 10 :0 0: 07 09 :2 4: 12 08 :1 7: 05 07 :4 7: 31 14.0 12.0 10.0 8.0 6.0 4.0 2.0 0.0 TEOM conc(ug/m3) July 6 TEOM vs pDR1200 12 10 8 6 4 2 0 13:30:09 13:43:09 17:49:18 18:20:38 13:00:09 12:30:09 12:00:10 11:30:10 11:00:07 10:30:07 10:00:01 09:19:20 08:05:41 07:36:23 pDR 30 min Average (ug/m3) TEOM conc(ug/m3) July 9 Teom Vs pDR 1200 30 25 20 15 10 5 0 12:25:48 12:00:48 E-8 11:30:48 11:00:48 10:30:48 10:00:48 09:30:48 08:18:01 07:46:06 pDR 30 min Average (ug/m3) TEOM conc(ug/m3) July 10 Teom vs pDR 1200 25 20 15 10 5 0 18:59:17 18:29:38 12:24:13 12:00:13 11:30:13 11:00:13 10:30:13 10:00:13 09:30:13 08:26:13 07:53:42 pDR 30 min Average (ug/m3) TEOM conc(ug/m3) July 11 TEOM vs pDR 1200 20 15 10 5 0 11:09:51 11:00:51 10:30:51 10:00:51 09:08:52 08:14:28 07:45:47 pDR 30 min Average (ug/m3) TEOM conc(ug/m3) July 13 TEOM vs pDR 1200 25 20 15 10 5 0 08:00:28 09:14:50 pDR 30 min avg (ug/m3) 09:41:53 TEOM (ug/m3) July 16 TEOM vs pDR 1200 60 40 20 0 10:00:36 10:30:36 11:00:36 11:30:36 pDR 30 min avg (ug/m3) E-9 12:00:36 TEOM (ug/m3) 12:30:36 July 17 TEOM vs pDR 1200 30 20 10 0 09:59:55 10:29:55 10:59:55 11:29:55 pDR 30 min avg (ug/m3) 11:59:55 12:29:55 12:38:55 TEOM (ug/m3) July 18 TEOM vs pDR 1200 30 20 10 0 07:56:20 08:29:19 09:59:58 10:29:58 pDR 30 min avg (ug/m3) 10:59:58 11:59:58 12:10:58 TEOM (ug/m3) July 19 TEOM vs pDR 1200 50 40 30 20 10 0 18:21:05 18:51:10 12:29:42 12:50:32 12:18:34 12:00:34 11:30:34 10:58:34 10:30:34 10:00:34 09:30:34 09:00:13 pDR 30 min avg (ug/m3) TEOM (ug/m3) July 20 TEOM vs pDR 1200 80 70 60 50 40 30 20 10 0 E-10 11:59:42 Appendix 2: 11:29:42 10:59:53 10:29:53 09:59:53 09:05:11 08:14:33 07:45:09 pDR 30 min avg (ug/m3) TEOM (ug/m3) Appendix3: E-11