SlideShare a Scribd company logo
1 of 4
Download to read offline
Background
Global concern is growing over
the amount of pollution in the
atmosphere and the effect on
human health. A major source of pollution is particulate matter (PM), solid or liquid
particles suspended in the atmosphere. The International Agency for Research on Cancer
(IARC), and World Health Organization (WHO), designate particulates as Group 1
carcinogen. They have the potential for causing health problems in humans due to
inhalation of the particles. The smaller the particles, the further they can get into the
respiratory system. There are various classifications of the PM defined by the particle sizes,
such as PM10 (particles less than 10 micrometers in size) and PM2.5 (particles less than 2.5
micrometers in size). PM2.5 is of particular concern and has been the subject of many health
studies linking to respiratory diseases and increased occurrences of lung cancer.
The major sources of PM2.5 are industrial combustion, road transport (from diesel
emissions), burning of fossil fuels and small-scale waste burning. There are also natural
sources, such as volcanoes and sea spray.
Augmenting Standard Methods
ofMeasuringAirbornePM2.5
Using IR Imaging
A P P L I C A T I O N N O T E
FT-IR Microscopy
Authors:
Mitsuhiko Morimoto
PerkinElmer, Inc.
Japan
Osamu Nagafuchi
Shiga Prefecture University
2
Due to the health effects of PM, governments across the
globe have created regulations and set limits for the ambient
concentration of particulates. These limits for a selection of
territories are shown in Table 1.
Airborne PM has the ability to be carried hundreds of miles from
its source and hence, can often cross territorial boundaries.
Cross-border Study of PM using imaging FT-IR
This application note will demonstrate the utility and useful
information that can be obtained by the use of imaging FT-IR
microscopy. A study has been performed using data collected
in South Korea, China and Japan.
The reference method for measuring PM2.5 is a manual
gravimetric method. Samples of PM are taken by pumping
ambient air through a size-selective inlet, followed by a filter.
The concentration of PM is determined by measuring the
change in mass of the filter before and after the sampling,
and combining the result with the volume of air sampled. Figure
1a shows an example of the air sampling equipment, consisting
of a cascade impactor and suction pump. Figure 1b shows an
exploded diagram of the cascade impactor.
PM10 PM2.5
China Yearly average 70 µg/m3
35 µg/m3
European Union Yearly average 40 µg/m3
25 µg/m3
Japan Yearly average N/A 15 µg/m3
South Korea Yearly average 50 µg/m3
25 µg/m3
United States Yearly average N/A 15 µg/m3
N/A - daily limits set instead of yearly averages
Table 1. Concentrationlimitsfor PM
Figure1a.Suctionpumpand
cascadeimpactor
Figure 1b. Cascadeimpactor
The filter substrate used in this experiment was made from
polycarbonate, a material that is suitable for IR Transmission
measurements. The cascade impactor was deployed at three
sites; Seoul, Beijing and Tokyo, by placing it outside the window
of the chosen building. Pumped sampling was carried out for half
a day at a rate of 3 L/min. The arrangement used in Beijing is
shown as Figure 2.
Once the air sampling is complete the polycarbonate filter can be
removed for analysis. The standard technique of gravimetric
analysis is able to determine the total mass of the PM2.5 collected
during the sampling time. However, it is not possible to
determine the chemical composition of the PM. Infrared
spectroscopy is an established technique for both chemical
identification and quantitation of the materials present. An
infrared spectrum from an air sampling experiment, collecting
PM2.5, is shown in Figure 3.
Figure 2. Air samplinginBeijing
Figure3.InfraredabsorptionspectrumofPM2.5,baselineslopemainlyduetoblackcarbon
10 µm<
cover
2.5~10 µm
1~ 2.5 µm
3 L/min suction
3
PM2.5 consists mainly of nitrates, sulfates, black carbon and
organic carbon. The infrared spectrum shows specific absorptions
due to all of these materials with the exception of black carbon.
The presence of black carbon particles shows up in the infrared
spectrum as a baseline slope due to the scattering of the infrared
beam. Spectra were collected on a PerkinElmer Frontier FT-IR
spectrometer. This instrument can be equipped with a Spotlight
400 Imaging FT-IR microscope as shown in Figure 4.
The Spotlight 400 allows for the collection of infrared chemical
images from materials. In the analysis of PM2.5 it is capable of
determining the spatial distribution and identification of individual
particles of the materials deposited on the polycarbonate filter.
A camera inside the instrument collects a visible image of the
sample. The infrared spectra and chemical image are then
collected over the entire visible image region. Data collection
takes approximately five minutes for the whole filter using data
collection parameters shown in Table 2.
Images collected from the three sites are shown in Figure 5.
The visible image shows the particle distribution on the filter, the
IR images show the spatial distribution of different components.
The IR images can be calculated as Total Absorbance in the
infrared region of the spectrum, or they can be calculated for
individual components of the PM by selecting appropriate
wavelength regions. At each pixel point in the image (every 6.25
micrometers) there is a complete infrared spectrum available. The
IR absorbance for the individual component is directly related to
the concentration of that component, represented by the pixel
color scale shown in each image.
Figure 4. PerkinElmerFrontierFT-IR and Spotlight 400
Measurement Conditions
Measurement Method IR-Imaging .Transmission
Resolution 16 cm-1
Number of scans per pixel 1
Wavenumber Range 4000-680 cm-1
Sample Size measured 1000 μm × 1000 μm
Pixel size 6.25 μm × 6.25 μm
Background Polycarbonate film
Total number of spectra 23600
Measurement Time About 5 min.
Table 2. Measurement conditions for PM2.5IRImagingexperiment
Figure 5. Visibleimages(leftcolumn) and IR images fortheindividualcomponents present inPM2.5
For a complete listing of our global offices, visit www.perkinelmer.com/ContactUs
Copyright ©2014, PerkinElmer, Inc. All rights reserved. PerkinElmer®
is a registered trademark of PerkinElmer, Inc. All other trademarks are the property of their respective owners.
011750_01
PerkinElmer, Inc.
940 Winter Street
Waltham, MA 02451 USA	
P: (800) 762-4000 or
(+1) 203-925-4602
www.perkinelmer.com
The visible images show that overall there is a larger amount of
PM2.5 collected during the experiment in Beijing compared to the
other sites. If using conventional gravimetric analysis, this is the
only information that would be obtained. IR imaging gives the
additional information as to the chemical nature of the PM at
the different sites.
Quantitative Determination of Ion Concentrations
A series of 10 experiments were performed where IR spectral data
was collected and the concentrations of ions collected on the filters
were determined off-line by the use of Ion Chromatography. The IR
spectra and the results from the Ion Chromatography were then
used in the Spectrum Quant software using a PLS1 quantitative
Summary
The standard gravimetric method for the measurement of PM2.5
is used to give the total amount of PM2.5 collected. The use of
IR imaging expands the measurement possibilities by giving
information about the individual types of materials present in the
collected particles. The information from the IR imaging experiment
is not only qualitative (i.e. identification of the particulates), but can
also be calibrated to give quantitative information on the components
present. The IR imaging measurement will take only five minutes,
whereas Ion Chromatography requires solvent extraction of the
particulates and would take around 20-25 minutes per sample.
In addition, the IR imaging results immediately show the level
of the PM2.5 pollutants in a clear and visible display.
The data presented in this application note has demonstrated that
there was definitely no cross-border contamination into the Tokyo
area from higher polluted territories during this study.
algorithm to generate calibrations for he concentrations of the ions.
The calibration plots are shown in Figure 6.
The plots show excellent correlation (0.9854 for sulphate, 0.9578
for nitrate) between the IR estimated values and the standard
reference values from the Ion Chromatography measurements,
indicating that IR image data could be used as an accurate
estimation of the concentrations of ions collected in the PM2.5
experiments. These calibrations were then applied to the data
collected at the three sites and the results are reported in Figure 7.
This data (the ion concentrations and the organic carbon from the
IR images) demonstrates that, at the time of measurements, there
did not appear to be any significant cross-border pollution of PM2.5,
especially into the Tokyo area.
Figure 6. IRestimatedvaluesvs.Ion Chromatography referencevalues
Figure 7. Quantitativemeasurement of ions in PM2.5 at 3 sites

More Related Content

What's hot

Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...
Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...
Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...bengreenman
 
Near infrared spectroscopy-Food analysis
Near infrared spectroscopy-Food analysisNear infrared spectroscopy-Food analysis
Near infrared spectroscopy-Food analysisFoodtech mbg
 
Detection of Drugs with Cantilever-Enhanced Photoacoustic Spectroscopy
Detection of Drugs with Cantilever-Enhanced Photoacoustic SpectroscopyDetection of Drugs with Cantilever-Enhanced Photoacoustic Spectroscopy
Detection of Drugs with Cantilever-Enhanced Photoacoustic SpectroscopyGasera Ltd.
 
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...Demonstration of Detection of Hidden Persons and Illegal Substances with an A...
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...Gasera Ltd.
 
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...Gasera Ltd.
 
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...SLOPE Project
 
COD-UV-SPECTROSCOPY-ANN-ANALYSIS
COD-UV-SPECTROSCOPY-ANN-ANALYSISCOD-UV-SPECTROSCOPY-ANN-ANALYSIS
COD-UV-SPECTROSCOPY-ANN-ANALYSISKaushik Patra
 
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...TELKOMNIKA JOURNAL
 
Exploring the Layered Structure of Composite Films Using an FTIR Microscope
Exploring the Layered Structure of Composite Films Using an FTIR MicroscopeExploring the Layered Structure of Composite Films Using an FTIR Microscope
Exploring the Layered Structure of Composite Films Using an FTIR MicroscopeShimadzu Scientific Instruments
 
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner Safety
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner SafetyLaser-Based Standoff Methane Sensors for Enhancing Coal Miner Safety
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner SafetyClinton Smith
 
Simple design flow injection PMMA acrylic sample cell for nitrite determination
Simple design flow injection PMMA acrylic sample cell for nitrite determinationSimple design flow injection PMMA acrylic sample cell for nitrite determination
Simple design flow injection PMMA acrylic sample cell for nitrite determinationHarry Ramza
 
High-accuracy laser spectrometers for wireless trace-gas sensor networks
High-accuracy laser spectrometers for wireless trace-gas sensor networksHigh-accuracy laser spectrometers for wireless trace-gas sensor networks
High-accuracy laser spectrometers for wireless trace-gas sensor networksClinton Smith
 
Illicit Drugs and Homemade Explosives Identification using FTIR Microscopy
Illicit Drugs and Homemade Explosives Identification using FTIR MicroscopyIllicit Drugs and Homemade Explosives Identification using FTIR Microscopy
Illicit Drugs and Homemade Explosives Identification using FTIR MicroscopyShimadzu Scientific Instruments
 
NEAFS_DSA_FTIR_Image_NBOMes and LSD_Poster
NEAFS_DSA_FTIR_Image_NBOMes and LSD_PosterNEAFS_DSA_FTIR_Image_NBOMes and LSD_Poster
NEAFS_DSA_FTIR_Image_NBOMes and LSD_PosterAmanda Moore
 
mass spectrometry for pesticides residue analysis- L1
mass spectrometry for pesticides residue analysis- L1mass spectrometry for pesticides residue analysis- L1
mass spectrometry for pesticides residue analysis- L1sherif Taha
 
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...IRJET Journal
 
Prediction of atmospheric pollution using neural networks model of fine parti...
Prediction of atmospheric pollution using neural networks model of fine parti...Prediction of atmospheric pollution using neural networks model of fine parti...
Prediction of atmospheric pollution using neural networks model of fine parti...IJECEIAES
 
Derivative spectroscopy and applications of uv vis spectroscopy
Derivative spectroscopy and applications of uv vis spectroscopyDerivative spectroscopy and applications of uv vis spectroscopy
Derivative spectroscopy and applications of uv vis spectroscopyNayeemaKhowser
 

What's hot (20)

Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...
Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...
Near Infrared Spectroscopy In Off Line Biomass Monitoring Of Candida Utilis C...
 
Near infrared spectroscopy-Food analysis
Near infrared spectroscopy-Food analysisNear infrared spectroscopy-Food analysis
Near infrared spectroscopy-Food analysis
 
Detection of Drugs with Cantilever-Enhanced Photoacoustic Spectroscopy
Detection of Drugs with Cantilever-Enhanced Photoacoustic SpectroscopyDetection of Drugs with Cantilever-Enhanced Photoacoustic Spectroscopy
Detection of Drugs with Cantilever-Enhanced Photoacoustic Spectroscopy
 
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...Demonstration of Detection of Hidden Persons and Illegal Substances with an A...
Demonstration of Detection of Hidden Persons and Illegal Substances with an A...
 
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...
Simultaneous Measurement of N2O and CH4 Emissions from Agriculture Using Phot...
 
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...
Evaluation of near infrared (NIR) spectroscopy as a tool for determination of...
 
COD-UV-SPECTROSCOPY-ANN-ANALYSIS
COD-UV-SPECTROSCOPY-ANN-ANALYSISCOD-UV-SPECTROSCOPY-ANN-ANALYSIS
COD-UV-SPECTROSCOPY-ANN-ANALYSIS
 
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...
Design of Electronic Nose System Using Gas Chromatography Principle and Surfa...
 
Exploring the Layered Structure of Composite Films Using an FTIR Microscope
Exploring the Layered Structure of Composite Films Using an FTIR MicroscopeExploring the Layered Structure of Composite Films Using an FTIR Microscope
Exploring the Layered Structure of Composite Films Using an FTIR Microscope
 
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner Safety
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner SafetyLaser-Based Standoff Methane Sensors for Enhancing Coal Miner Safety
Laser-Based Standoff Methane Sensors for Enhancing Coal Miner Safety
 
Simple design flow injection PMMA acrylic sample cell for nitrite determination
Simple design flow injection PMMA acrylic sample cell for nitrite determinationSimple design flow injection PMMA acrylic sample cell for nitrite determination
Simple design flow injection PMMA acrylic sample cell for nitrite determination
 
High-accuracy laser spectrometers for wireless trace-gas sensor networks
High-accuracy laser spectrometers for wireless trace-gas sensor networksHigh-accuracy laser spectrometers for wireless trace-gas sensor networks
High-accuracy laser spectrometers for wireless trace-gas sensor networks
 
Illicit Drugs and Homemade Explosives Identification using FTIR Microscopy
Illicit Drugs and Homemade Explosives Identification using FTIR MicroscopyIllicit Drugs and Homemade Explosives Identification using FTIR Microscopy
Illicit Drugs and Homemade Explosives Identification using FTIR Microscopy
 
NEAFS_DSA_FTIR_Image_NBOMes and LSD_Poster
NEAFS_DSA_FTIR_Image_NBOMes and LSD_PosterNEAFS_DSA_FTIR_Image_NBOMes and LSD_Poster
NEAFS_DSA_FTIR_Image_NBOMes and LSD_Poster
 
mass spectrometry for pesticides residue analysis- L1
mass spectrometry for pesticides residue analysis- L1mass spectrometry for pesticides residue analysis- L1
mass spectrometry for pesticides residue analysis- L1
 
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...
IRJET- Assessment of Total Suspended Particles and Particulate Matter in diff...
 
Turbidity usp
Turbidity uspTurbidity usp
Turbidity usp
 
Prediction of atmospheric pollution using neural networks model of fine parti...
Prediction of atmospheric pollution using neural networks model of fine parti...Prediction of atmospheric pollution using neural networks model of fine parti...
Prediction of atmospheric pollution using neural networks model of fine parti...
 
Derivative spectroscopy and applications of uv vis spectroscopy
Derivative spectroscopy and applications of uv vis spectroscopyDerivative spectroscopy and applications of uv vis spectroscopy
Derivative spectroscopy and applications of uv vis spectroscopy
 
Aw4301254258
Aw4301254258Aw4301254258
Aw4301254258
 

Viewers also liked

Yr 12 revision pack
Yr 12 revision packYr 12 revision pack
Yr 12 revision packPaulCGerrard
 
Congenital anomalies of inner ear
Congenital anomalies of inner earCongenital anomalies of inner ear
Congenital anomalies of inner earChanmiki Sayoo
 
Allianz Russia Legal Claims Management Strategy
Allianz Russia Legal Claims Management StrategyAllianz Russia Legal Claims Management Strategy
Allianz Russia Legal Claims Management StrategyMaksim Petrov
 
Planejamento anual 2016 - Cidadão do Futuro
Planejamento anual 2016 - Cidadão do FuturoPlanejamento anual 2016 - Cidadão do Futuro
Planejamento anual 2016 - Cidadão do FuturoIsaias Rodrigues
 
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016mkjuntun
 
Proyecto de Informatica Grupo #6
Proyecto de Informatica Grupo #6Proyecto de Informatica Grupo #6
Proyecto de Informatica Grupo #6DaniloOcampo03
 
Gameplan solutions course catalogue
Gameplan solutions course catalogueGameplan solutions course catalogue
Gameplan solutions course catalogueGameplan Solutions
 

Viewers also liked (10)

Yr 12 revision pack
Yr 12 revision packYr 12 revision pack
Yr 12 revision pack
 
Build your net promoter
Build your net promoterBuild your net promoter
Build your net promoter
 
Congenital anomalies of inner ear
Congenital anomalies of inner earCongenital anomalies of inner ear
Congenital anomalies of inner ear
 
Allianz Russia Legal Claims Management Strategy
Allianz Russia Legal Claims Management StrategyAllianz Russia Legal Claims Management Strategy
Allianz Russia Legal Claims Management Strategy
 
Customer experience suite from Infor
Customer experience suite from InforCustomer experience suite from Infor
Customer experience suite from Infor
 
Planejamento anual 2016 - Cidadão do Futuro
Planejamento anual 2016 - Cidadão do FuturoPlanejamento anual 2016 - Cidadão do Futuro
Planejamento anual 2016 - Cidadão do Futuro
 
Magesh - Resume 2016
Magesh - Resume 2016Magesh - Resume 2016
Magesh - Resume 2016
 
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016
Pidä Lappi Siistinä ry:n Ympäristöseminaari 2016
 
Proyecto de Informatica Grupo #6
Proyecto de Informatica Grupo #6Proyecto de Informatica Grupo #6
Proyecto de Informatica Grupo #6
 
Gameplan solutions course catalogue
Gameplan solutions course catalogueGameplan solutions course catalogue
Gameplan solutions course catalogue
 

Similar to Augmenting Standard Methods of Measuring Airborne PM2.5 Using IR Imaging

Microplastics Detection and Characterization using FTIR Microscopy
Microplastics Detection and Characterization using FTIR MicroscopyMicroplastics Detection and Characterization using FTIR Microscopy
Microplastics Detection and Characterization using FTIR MicroscopyShimadzu Scientific Instruments
 
Accuracy Improvement of PM Measuring Instruments
Accuracy Improvement of PM Measuring InstrumentsAccuracy Improvement of PM Measuring Instruments
Accuracy Improvement of PM Measuring Instrumentsijtsrd
 
Detection and Identification of Contaminations in the Manufacturing Process U...
Detection and Identification of Contaminations in the Manufacturing Process U...Detection and Identification of Contaminations in the Manufacturing Process U...
Detection and Identification of Contaminations in the Manufacturing Process U...PerkinElmer, Inc.
 
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...Detection and Identification of Microplastic Particles in Cosmetic Formulatio...
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...PerkinElmer, Inc.
 
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharm
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharmFT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharm
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharmAnubhav Singh
 
Appropriate Instruments & techniques for Complying with Air Quality Standards
Appropriate Instruments & techniques for Complying with Air Quality StandardsAppropriate Instruments & techniques for Complying with Air Quality Standards
Appropriate Instruments & techniques for Complying with Air Quality StandardsECRD IN
 
Dr bhargava
Dr bhargavaDr bhargava
Dr bhargavaECRD2015
 
Fourier transform infrared spectroscopy
Fourier transform infrared spectroscopyFourier transform infrared spectroscopy
Fourier transform infrared spectroscopyGaurav Yogesh
 
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptx
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptxAMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptx
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptxAniketChavan72
 
Filter to protect building
Filter to protect buildingFilter to protect building
Filter to protect buildingPranav Mazumdar
 
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)Nanoscale IR spectroscopy (AFM-IR Spectroscopy)
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)bungasirisha
 
IRJET- Aircop – An Air Pollution Monitoring Device
IRJET-  	  Aircop – An Air Pollution Monitoring DeviceIRJET-  	  Aircop – An Air Pollution Monitoring Device
IRJET- Aircop – An Air Pollution Monitoring DeviceIRJET Journal
 
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...IOSR Journals
 
Environmental monitoring -I arup das2020
Environmental monitoring -I arup das2020Environmental monitoring -I arup das2020
Environmental monitoring -I arup das2020Arup8
 
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...IRJET Journal
 
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...eSAT Journals
 

Similar to Augmenting Standard Methods of Measuring Airborne PM2.5 Using IR Imaging (20)

Microplastics Detection and Characterization using FTIR Microscopy
Microplastics Detection and Characterization using FTIR MicroscopyMicroplastics Detection and Characterization using FTIR Microscopy
Microplastics Detection and Characterization using FTIR Microscopy
 
Accuracy Improvement of PM Measuring Instruments
Accuracy Improvement of PM Measuring InstrumentsAccuracy Improvement of PM Measuring Instruments
Accuracy Improvement of PM Measuring Instruments
 
Detection and Identification of Contaminations in the Manufacturing Process U...
Detection and Identification of Contaminations in the Manufacturing Process U...Detection and Identification of Contaminations in the Manufacturing Process U...
Detection and Identification of Contaminations in the Manufacturing Process U...
 
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...Detection and Identification of Microplastic Particles in Cosmetic Formulatio...
Detection and Identification of Microplastic Particles in Cosmetic Formulatio...
 
Aaaa morawska et al 2008
Aaaa morawska et al 2008Aaaa morawska et al 2008
Aaaa morawska et al 2008
 
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharm
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharmFT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharm
FT-IR spectroscopy Instrumentation and Application, By- Anubhav singh, M.pharm
 
Appropriate Instruments & techniques for Complying with Air Quality Standards
Appropriate Instruments & techniques for Complying with Air Quality StandardsAppropriate Instruments & techniques for Complying with Air Quality Standards
Appropriate Instruments & techniques for Complying with Air Quality Standards
 
Dr bhargava
Dr bhargavaDr bhargava
Dr bhargava
 
Nir meat milk
Nir meat milkNir meat milk
Nir meat milk
 
Fourier transform infrared spectroscopy
Fourier transform infrared spectroscopyFourier transform infrared spectroscopy
Fourier transform infrared spectroscopy
 
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptx
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptxAMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptx
AMBIENT AIR POLLUTANTYS SAMPLING AND ANALYSIS.pptx
 
Filter to protect building
Filter to protect buildingFilter to protect building
Filter to protect building
 
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)Nanoscale IR spectroscopy (AFM-IR Spectroscopy)
Nanoscale IR spectroscopy (AFM-IR Spectroscopy)
 
IRJET- Aircop – An Air Pollution Monitoring Device
IRJET-  	  Aircop – An Air Pollution Monitoring DeviceIRJET-  	  Aircop – An Air Pollution Monitoring Device
IRJET- Aircop – An Air Pollution Monitoring Device
 
1
11
1
 
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...
Comparative Analysis of Inkjet Printer Inks Extracted from Printed Documents ...
 
Environmental monitoring -I arup das2020
Environmental monitoring -I arup das2020Environmental monitoring -I arup das2020
Environmental monitoring -I arup das2020
 
Ftir
FtirFtir
Ftir
 
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...
IRJET- Plant Latex Mediated Solution Combustion Synthesis of Mg1-XZNXAl2O4 Na...
 
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...
Natural ageing of stabilized and unustabilized ldpe films used as greenhouses...
 

More from PerkinElmer, Inc.

Detectando a Pré Eclampsia no 1º Trimestre
Detectando a Pré Eclampsia no 1º TrimestreDetectando a Pré Eclampsia no 1º Trimestre
Detectando a Pré Eclampsia no 1º TrimestrePerkinElmer, Inc.
 
As Tecnologias que Definem o Desempenho
As Tecnologias que Definem o DesempenhoAs Tecnologias que Definem o Desempenho
As Tecnologias que Definem o DesempenhoPerkinElmer, Inc.
 
GCMS Portátil: Análises em 5 minutos!
GCMS Portátil: Análises em 5 minutos!GCMS Portátil: Análises em 5 minutos!
GCMS Portátil: Análises em 5 minutos!PerkinElmer, Inc.
 
Nós transformamos complexidade em simplicidade
Nós transformamos complexidade em simplicidadeNós transformamos complexidade em simplicidade
Nós transformamos complexidade em simplicidadePerkinElmer, Inc.
 
Janus G3: Rapidez e Automação que você precisa.
Janus G3: Rapidez e Automação que você precisa.Janus G3: Rapidez e Automação que você precisa.
Janus G3: Rapidez e Automação que você precisa.PerkinElmer, Inc.
 
Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?PerkinElmer, Inc.
 
Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?PerkinElmer, Inc.
 
O Mercado da Carne no Brasil
O Mercado da Carne no BrasilO Mercado da Carne no Brasil
O Mercado da Carne no BrasilPerkinElmer, Inc.
 
KITS de Preparo para Biblioteca NGS
KITS de Preparo para Biblioteca NGSKITS de Preparo para Biblioteca NGS
KITS de Preparo para Biblioteca NGSPerkinElmer, Inc.
 
Escolha um parceiro e não um fornecedor
Escolha um parceiro e não um fornecedorEscolha um parceiro e não um fornecedor
Escolha um parceiro e não um fornecedorPerkinElmer, Inc.
 
Eletroforese Capilar Automatizada
Eletroforese Capilar Automatizada Eletroforese Capilar Automatizada
Eletroforese Capilar Automatizada PerkinElmer, Inc.
 
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OES
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OESAnalysis of Trace Elements in Fertilizer with AVIO 200 ICP-OES
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OESPerkinElmer, Inc.
 
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...PerkinElmer, Inc.
 
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...PerkinElmer, Inc.
 
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingHigh Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingPerkinElmer, Inc.
 

More from PerkinElmer, Inc. (20)

Detectando a Pré Eclampsia no 1º Trimestre
Detectando a Pré Eclampsia no 1º TrimestreDetectando a Pré Eclampsia no 1º Trimestre
Detectando a Pré Eclampsia no 1º Trimestre
 
É A VEZ DO PRIME
É A VEZ DO PRIMEÉ A VEZ DO PRIME
É A VEZ DO PRIME
 
TREC PARA A VIDA
TREC PARA A VIDATREC PARA A VIDA
TREC PARA A VIDA
 
As Tecnologias que Definem o Desempenho
As Tecnologias que Definem o DesempenhoAs Tecnologias que Definem o Desempenho
As Tecnologias que Definem o Desempenho
 
GCMS Portátil: Análises em 5 minutos!
GCMS Portátil: Análises em 5 minutos!GCMS Portátil: Análises em 5 minutos!
GCMS Portátil: Análises em 5 minutos!
 
Nós transformamos complexidade em simplicidade
Nós transformamos complexidade em simplicidadeNós transformamos complexidade em simplicidade
Nós transformamos complexidade em simplicidade
 
Janus G3: Rapidez e Automação que você precisa.
Janus G3: Rapidez e Automação que você precisa.Janus G3: Rapidez e Automação que você precisa.
Janus G3: Rapidez e Automação que você precisa.
 
Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?
 
Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?Como a PerkinElmer contribui para diagnósticos mais rápidos?
Como a PerkinElmer contribui para diagnósticos mais rápidos?
 
Aspirina Vs Pré Eclampsia
Aspirina Vs Pré Eclampsia Aspirina Vs Pré Eclampsia
Aspirina Vs Pré Eclampsia
 
O Mercado da Carne no Brasil
O Mercado da Carne no BrasilO Mercado da Carne no Brasil
O Mercado da Carne no Brasil
 
KITS de Preparo para Biblioteca NGS
KITS de Preparo para Biblioteca NGSKITS de Preparo para Biblioteca NGS
KITS de Preparo para Biblioteca NGS
 
O que é X Frágil?
O que é X Frágil?O que é X Frágil?
O que é X Frágil?
 
Escolha um parceiro e não um fornecedor
Escolha um parceiro e não um fornecedorEscolha um parceiro e não um fornecedor
Escolha um parceiro e não um fornecedor
 
Eletroforese Capilar Automatizada
Eletroforese Capilar Automatizada Eletroforese Capilar Automatizada
Eletroforese Capilar Automatizada
 
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OES
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OESAnalysis of Trace Elements in Fertilizer with AVIO 200 ICP-OES
Analysis of Trace Elements in Fertilizer with AVIO 200 ICP-OES
 
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...
Analysis of Impurities in Semiconductor-Grade Hydrochloric Acid with the NexI...
 
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...
New Research Evaluating Cisplatin Uptake in Ovarian Cancer Cells by Single Ce...
 
CG Clarus® All In One
CG Clarus® All In OneCG Clarus® All In One
CG Clarus® All In One
 
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid SequencingHigh Quality DNA Isolation Suitable for Ultra Rapid Sequencing
High Quality DNA Isolation Suitable for Ultra Rapid Sequencing
 

Recently uploaded

Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur Escorts
Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur EscortsCall Girl Nagpur Roshni Call 7001035870 Meet With Nagpur Escorts
Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Tina Ji
 
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...Call Girls in Nagpur High Profile
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Sapana Sha
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...ranjana rawat
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...ranjana rawat
 
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurVIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurSuhani Kapoor
 
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...ranjana rawat
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Roomdivyansh0kumar0
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BHbill846304
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...Suhani Kapoor
 
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130Suhani Kapoor
 

Recently uploaded (20)

Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur Escorts
Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur EscortsCall Girl Nagpur Roshni Call 7001035870 Meet With Nagpur Escorts
Call Girl Nagpur Roshni Call 7001035870 Meet With Nagpur Escorts
 
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Aditi Call 7001035870 Meet With Nagpur Escorts
 
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Rajiv Chowk Delhi reach out to us at 🔝9953056974🔝
 
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
 
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...
VVIP Pune Call Girls Koregaon Park (7001035870) Pune Escorts Nearby with Comp...
 
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
Call Girls In Okhla DELHI ~9654467111~ Short 1500 Night 6000
 
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Pratap Nagar꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
 
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
The Most Attractive Pune Call Girls Shirwal 8250192130 Will You Miss This Cha...
 
E Waste Management
E Waste ManagementE Waste Management
E Waste Management
 
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service GorakhpurVIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
VIP Call Girl Gorakhpur Aashi 8250192130 Independent Escort Service Gorakhpur
 
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
(AISHA) Wagholi Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune Esc...
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BH
 
Green Banking
Green Banking Green Banking
Green Banking
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
 
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
VIP Call Girls Moti Ganpur ( Hyderabad ) Phone 8250192130 | ₹5k To 25k With R...
 
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi NcrCall Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
Call Girls In R.K. Puram 9953056974 Escorts ServiCe In Delhi Ncr
 
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
VIP Call Girls Service Bandlaguda Hyderabad Call +91-8250192130
 

Augmenting Standard Methods of Measuring Airborne PM2.5 Using IR Imaging

  • 1. Background Global concern is growing over the amount of pollution in the atmosphere and the effect on human health. A major source of pollution is particulate matter (PM), solid or liquid particles suspended in the atmosphere. The International Agency for Research on Cancer (IARC), and World Health Organization (WHO), designate particulates as Group 1 carcinogen. They have the potential for causing health problems in humans due to inhalation of the particles. The smaller the particles, the further they can get into the respiratory system. There are various classifications of the PM defined by the particle sizes, such as PM10 (particles less than 10 micrometers in size) and PM2.5 (particles less than 2.5 micrometers in size). PM2.5 is of particular concern and has been the subject of many health studies linking to respiratory diseases and increased occurrences of lung cancer. The major sources of PM2.5 are industrial combustion, road transport (from diesel emissions), burning of fossil fuels and small-scale waste burning. There are also natural sources, such as volcanoes and sea spray. Augmenting Standard Methods ofMeasuringAirbornePM2.5 Using IR Imaging A P P L I C A T I O N N O T E FT-IR Microscopy Authors: Mitsuhiko Morimoto PerkinElmer, Inc. Japan Osamu Nagafuchi Shiga Prefecture University
  • 2. 2 Due to the health effects of PM, governments across the globe have created regulations and set limits for the ambient concentration of particulates. These limits for a selection of territories are shown in Table 1. Airborne PM has the ability to be carried hundreds of miles from its source and hence, can often cross territorial boundaries. Cross-border Study of PM using imaging FT-IR This application note will demonstrate the utility and useful information that can be obtained by the use of imaging FT-IR microscopy. A study has been performed using data collected in South Korea, China and Japan. The reference method for measuring PM2.5 is a manual gravimetric method. Samples of PM are taken by pumping ambient air through a size-selective inlet, followed by a filter. The concentration of PM is determined by measuring the change in mass of the filter before and after the sampling, and combining the result with the volume of air sampled. Figure 1a shows an example of the air sampling equipment, consisting of a cascade impactor and suction pump. Figure 1b shows an exploded diagram of the cascade impactor. PM10 PM2.5 China Yearly average 70 µg/m3 35 µg/m3 European Union Yearly average 40 µg/m3 25 µg/m3 Japan Yearly average N/A 15 µg/m3 South Korea Yearly average 50 µg/m3 25 µg/m3 United States Yearly average N/A 15 µg/m3 N/A - daily limits set instead of yearly averages Table 1. Concentrationlimitsfor PM Figure1a.Suctionpumpand cascadeimpactor Figure 1b. Cascadeimpactor The filter substrate used in this experiment was made from polycarbonate, a material that is suitable for IR Transmission measurements. The cascade impactor was deployed at three sites; Seoul, Beijing and Tokyo, by placing it outside the window of the chosen building. Pumped sampling was carried out for half a day at a rate of 3 L/min. The arrangement used in Beijing is shown as Figure 2. Once the air sampling is complete the polycarbonate filter can be removed for analysis. The standard technique of gravimetric analysis is able to determine the total mass of the PM2.5 collected during the sampling time. However, it is not possible to determine the chemical composition of the PM. Infrared spectroscopy is an established technique for both chemical identification and quantitation of the materials present. An infrared spectrum from an air sampling experiment, collecting PM2.5, is shown in Figure 3. Figure 2. Air samplinginBeijing Figure3.InfraredabsorptionspectrumofPM2.5,baselineslopemainlyduetoblackcarbon 10 µm< cover 2.5~10 µm 1~ 2.5 µm 3 L/min suction
  • 3. 3 PM2.5 consists mainly of nitrates, sulfates, black carbon and organic carbon. The infrared spectrum shows specific absorptions due to all of these materials with the exception of black carbon. The presence of black carbon particles shows up in the infrared spectrum as a baseline slope due to the scattering of the infrared beam. Spectra were collected on a PerkinElmer Frontier FT-IR spectrometer. This instrument can be equipped with a Spotlight 400 Imaging FT-IR microscope as shown in Figure 4. The Spotlight 400 allows for the collection of infrared chemical images from materials. In the analysis of PM2.5 it is capable of determining the spatial distribution and identification of individual particles of the materials deposited on the polycarbonate filter. A camera inside the instrument collects a visible image of the sample. The infrared spectra and chemical image are then collected over the entire visible image region. Data collection takes approximately five minutes for the whole filter using data collection parameters shown in Table 2. Images collected from the three sites are shown in Figure 5. The visible image shows the particle distribution on the filter, the IR images show the spatial distribution of different components. The IR images can be calculated as Total Absorbance in the infrared region of the spectrum, or they can be calculated for individual components of the PM by selecting appropriate wavelength regions. At each pixel point in the image (every 6.25 micrometers) there is a complete infrared spectrum available. The IR absorbance for the individual component is directly related to the concentration of that component, represented by the pixel color scale shown in each image. Figure 4. PerkinElmerFrontierFT-IR and Spotlight 400 Measurement Conditions Measurement Method IR-Imaging .Transmission Resolution 16 cm-1 Number of scans per pixel 1 Wavenumber Range 4000-680 cm-1 Sample Size measured 1000 μm × 1000 μm Pixel size 6.25 μm × 6.25 μm Background Polycarbonate film Total number of spectra 23600 Measurement Time About 5 min. Table 2. Measurement conditions for PM2.5IRImagingexperiment Figure 5. Visibleimages(leftcolumn) and IR images fortheindividualcomponents present inPM2.5
  • 4. For a complete listing of our global offices, visit www.perkinelmer.com/ContactUs Copyright ©2014, PerkinElmer, Inc. All rights reserved. PerkinElmer® is a registered trademark of PerkinElmer, Inc. All other trademarks are the property of their respective owners. 011750_01 PerkinElmer, Inc. 940 Winter Street Waltham, MA 02451 USA P: (800) 762-4000 or (+1) 203-925-4602 www.perkinelmer.com The visible images show that overall there is a larger amount of PM2.5 collected during the experiment in Beijing compared to the other sites. If using conventional gravimetric analysis, this is the only information that would be obtained. IR imaging gives the additional information as to the chemical nature of the PM at the different sites. Quantitative Determination of Ion Concentrations A series of 10 experiments were performed where IR spectral data was collected and the concentrations of ions collected on the filters were determined off-line by the use of Ion Chromatography. The IR spectra and the results from the Ion Chromatography were then used in the Spectrum Quant software using a PLS1 quantitative Summary The standard gravimetric method for the measurement of PM2.5 is used to give the total amount of PM2.5 collected. The use of IR imaging expands the measurement possibilities by giving information about the individual types of materials present in the collected particles. The information from the IR imaging experiment is not only qualitative (i.e. identification of the particulates), but can also be calibrated to give quantitative information on the components present. The IR imaging measurement will take only five minutes, whereas Ion Chromatography requires solvent extraction of the particulates and would take around 20-25 minutes per sample. In addition, the IR imaging results immediately show the level of the PM2.5 pollutants in a clear and visible display. The data presented in this application note has demonstrated that there was definitely no cross-border contamination into the Tokyo area from higher polluted territories during this study. algorithm to generate calibrations for he concentrations of the ions. The calibration plots are shown in Figure 6. The plots show excellent correlation (0.9854 for sulphate, 0.9578 for nitrate) between the IR estimated values and the standard reference values from the Ion Chromatography measurements, indicating that IR image data could be used as an accurate estimation of the concentrations of ions collected in the PM2.5 experiments. These calibrations were then applied to the data collected at the three sites and the results are reported in Figure 7. This data (the ion concentrations and the organic carbon from the IR images) demonstrates that, at the time of measurements, there did not appear to be any significant cross-border pollution of PM2.5, especially into the Tokyo area. Figure 6. IRestimatedvaluesvs.Ion Chromatography referencevalues Figure 7. Quantitativemeasurement of ions in PM2.5 at 3 sites