Introduction to Particulate Matter
pm

Particulate matter (PM) is airborne particles and droplets, that can be inhaled. Some PM is formed through physical motion, like pulverized dust getting wind swept, and other PM is formed through gaseous chemical reactions in the atmosphere. Particulate matter is [regulated](/wiki/pm-monitoring-regulations) because it has negative health consequences, especially when it is small enough to travel deep into the lungs, and be [respired.](https://publiclab.org/wiki/pm#Respirable+Particles) ####Pages in this research area: [Questions and notes shared on PM](/pm#Questions) [Understanding Particulate Matter](https://publiclab.org/wiki/pm#Background+Information) [Collecting Data on Particulate Matter](https://publiclab.org/wiki/pm-monitoring) [Choosing a PM monitoring Method - Overview](https://publiclab.org/wiki/choosing-a-method-for-particulate-matter-monitoring) In depth: - [Visual monitoring](/wiki/visual-pm)- monitoring with your eyes - [Filter-based monitoring](/wiki/filter-pm) - monitoring with lab analysis - [Optical monitoring](/wiki/optical-pm) - monitoring with sensors - [Passive monitoring](/wiki/passive-pm) - monitoring with other sample collection tools - [Sticky Pad monitoring](https://publiclab.org/notes/mathew/06-05-2014/the-development-of-stickypad-monitoring) - using tape and other materials to monitor for particulates - [Public Lab PM monitoring tool development](/wiki/pm-dev) - [Passive Monitoring tool](https://publiclab.org/wiki/SEM-stub-pm) - [Silica Monitoring](/wiki/silica-monitoring) [Regulations on PM Monitoring](https://publiclab.org/wiki/pm-monitoring-regulations) _________________________________ ###Questions [questions:pm] ###Notes [notes:pm] ###Background Information Particulate Matter (PM) is airborne dust and particle pollution that settles onto surfaces and into lungs. As a [regulated pollutant PM](/wiki/pm-monitoring-regulations) is shorthand for inhalable and respirable particulate matter, or [particulate matter that can stick in the lungs.](https://publiclab.org/wiki/pm#Respirable+Particles) Based on size alone, small airborne particles can become lodged in the lungs or even enter the bloodstream. At this size, some non-toxic materials, such as [silica](/wiki/silica), can be carcinogenic. Historically, most dust was naturally occurring, but at present natural sources of particles such as wind erosion, volcanoes, pollen, and forest fires have been overtaken by human-generated particles from combustion, roads, agriculture, construction, and mining (citation:[EPA/600/R-95/115](http://ofmpub.epa.gov/eims/eimscomm.getfile?p_download_id=4608)). [Monitoring sources of particle pollution](/wiki/pm-monitoring) and [advocating for their reduction](/wiki/frac-sand-action-oriented-resources) can have positive public health impacts. [According to the CDC](http://ephtracking.cdc.gov/showAirHIA.action), a 10% reduction in fine particles could prevent 13,000 deaths annually in the U.S. ###Airborne particles we can see [![visible-particles.png](//i.publiclab.org/system/images/photos/000/014/328/medium/visible-particles.png)](//i.publiclab.org/system/images/photos/000/014/328/original/visible-particles.png) The smallest particles we can see with a naked eye are visible only because they diffract light to make a haze, usually with a reddish-purple tint. We cannot see haze particles directly, however, haze can be [monitored as a proxy for small particles](/wiki/visual-pm). Mold spores, lint, and household dust particles can be seen individually only when reflecting light, as in the rays coming through window into a dark room. Particles of fine sand and soil that are visible can get airborne for short periods of time. Fog are small raindrops falling slowly, and are just barely visible. Of visible particles, only haze-sized particles pose a significant health risk, [see Respirable Particles below](https://publiclab.org/wiki/pm#Respirable+Particles). ###Dust, droplets, & particle size Almost all airborne particles are either dust (solid particles broken from larger solids) or droplets (liquid particles which grow as they condense gases out of the air). A third category of nanometer-sized particles, ultrafines, are short-lived emissions from combustion. These three modes, ultrafines, droplets, and dust, are each clustered around a specific size range, such that the sizes of particles in the air are not evenly distributed. Ultrafines are short-lived, forming the center of droplets quickly. Large dust particles are also short lived, settling out. In the middle are mature droplets and fine dust that make up both the bulk of long-lived atmospheric particles and the most worrisome particles because of their [respirability](https://publiclab.org/wiki/pm#Respirable+Particles). [![CORRECTillustrative3-peak-ultradropdust.png](//i.publiclab.org/system/images/photos/000/014/317/medium/CORRECTillustrative3-peak-ultradropdust.png)](//i.publiclab.org/system/images/photos/000/014/317/original/CORRECTillustrative3-peak-ultradropdust.png) ###Dust While some dust comes from biological sources (skin, bacteria, mold, pollen), most comes from dirt and rocks crushed small enough to get airborne. Only dust less than 10 μm can stay airborne for days, and dust less than 5 μm dust can travel for years. Larger dust settles out (called sedimentation), while smaller dust is removed by being washed away in rain or by running into objects (impaction). [![CORRECTillustrative3-peak-dust.png](//i.publiclab.org/system/images/photos/000/014/318/medium/CORRECTillustrative3-peak-dust.png)](//i.publiclab.org/system/images/photos/000/014/318/original/CORRECTillustrative3-peak-dust.png) ###Droplets Droplets are formed as gases cool and condense. Atmospheric droplets condense from combustion gases, especially industrial and transportation emissions like sulfur dioxide and nitrogen dioxide, and also water. Atmospheric water dominates the droplet formation process. ####Droplet Formation [![droplet-formation.png](//i.publiclab.org/system/images/photos/000/014/329/medium/droplet-formation.png)](//i.publiclab.org/system/images/photos/000/014/329/original/droplet-formation.png) Cooling gases quickly condense into droplets in what is called the ‘accumulation mode’ of droplets. Accumulating droplets are sometimes called ‘cloud scavenging’ for the way they grow by collecting gases and mixing with other droplets. Droplets gain and lose water as the humidity changes. Condensing water often brings multiple droplets together, and this ‘wetting’ and ‘drying’ of droplets can aid in droplet accumulation. [![CORRECTillustrative3-peak-droplet.png](//i.publiclab.org/system/images/photos/000/014/320/medium/CORRECTillustrative3-peak-droplet.png)](//i.publiclab.org/system/images/photos/000/014/320/original/CORRECTillustrative3-peak-droplet.png) [![CORRECTillustrative3-peak-droplet-humidity.png](//i.publiclab.org/system/images/photos/000/014/319/medium/CORRECTillustrative3-peak-droplet-humidity.png)](//i.publiclab.org/system/images/photos/000/014/319/original/CORRECTillustrative3-peak-droplet-humidity.png) ####Droplets’ Beginnings: Ultrafine nulceotoids While dust can only be ground to about 0.5 μm minimum, and most dust particles are much bigger, smaller solid particles can be formed under intense heat and pressure, such as in a fire or engine. These ultrafine, or nanoparticles, are less than 0.1 μm and last only as long as their rapidly dissipating energy can keep them from bonding. With only a dozen to a few hundred molecules making up each ultrafine particle, the properties and behavior of ultrafines are poorly understood. Ultrafine material, especially elemental carbon nanoparticles from transportation and diesel, are a growing field of study. [![6.jpg](//i.publiclab.org/system/images/photos/000/013/922/medium/6.jpg)](//i.publiclab.org/system/images/photos/000/013/922/original/6.jpg) As ultrafine particles lose energy, cooling gases condense around them, ‘nucleating’ (forming the center, or nucleus, of) a new droplet. Often the gases condensing onto ultrafines are in the same emissions stream from combustion, including sulfur dioxide, nitrogen oxides, and volatile organic compounds (VOCs). The droplets formed around ultrafines may also nucleate other droplets, especially ‘wet’ droplets of water. ###Respirable Particles The body removes objects from the lungs in two ways, by coughing (“expectorating”), or by absorption and removal by the blood stream. In order to enter the bloodstream, particles must pass the last branching passageways in the lungs: the terminal bronchioles. Particles above the terminal bronchioles are the “thoracic fraction” (thoracic means in the chest), and below the terminal bronchioles particles are considered respired particles. Respired particles may, however, still be removed by coughing. [![inhalable-respirable.png](//i.publiclab.org/system/images/photos/000/014/334/medium/inhalable-respirable.png)](//i.publiclab.org/system/images/photos/000/014/334/original/inhalable-respirable.png) The most particles in the respiratory system average around 2.5 μm, while most in the thoracic fraction are are around 10 μm. The fate of short-lived ultrafine particles in the lungs is still being studied. [![CORRECTillustrative3-peak-respirable.png](//i.publiclab.org/system/images/photos/000/014/321/medium/CORRECTillustrative3-peak-respirable.png)](//i.publiclab.org/system/images/photos/000/014/321/original/CORRECTillustrative3-peak-respirable.png) ###Regulation Particulate Matter is one of six ‘criteria pollutants’ determining National Ambient Air Quality Standards ([NAAQS](/wiki/frac-sand-legislation#National+Ambient+Air+Quality+Standards)). All of the EPA’s [technology-based particle regulations](https://publiclab.org/wiki/pm-monitoring-regulations#The+Federal+Reference+Methods:) share features in common with the [PM10 standard](https://publiclab.org/wiki/frac-sand-legislation#Particulate+Matter), and a deep look at the PM10 standard is illustrative. ####PM10 PM10 is the US EPA’s first attempt to capture a standardized indicator of respirable particles. “PM10” stands for Particulate Matter less than or equal to 10 μm in diameter. Established in 1987, PM10 is now a global benchmark. PM10 is a technology-based standard-- all PM10 tools and measurements are related back to the original reference [filter-based PM Monitors](/wiki/filter-pm) instrument. Similar measurement tools with a tight correlation with this original [Federal Reference Method (FRM)](https://publiclab.org/wiki/pm-monitoring-regulations#The+Federal+Reference+Methods:) now share the FRM designation. Tools that use different processes and have a somewhat less tight correlation are designated [Federal Equivalent Methods (FEMs)](/wiki/pm-monitoring-regulations#Federal+Equivalent+Methods). You can read about the FRM PM10 monitor [in the Code of Federal Regulations](https://www.gpo.gov/fdsys/granule/CFR-2012-title40-vol2/CFR-2012-title40-vol2-sec50-6/content-detail.html): [![er18jy97.022.png](//i.publiclab.org/system/images/photos/000/014/332/medium/er18jy97.022.png)](//i.publiclab.org/system/images/photos/000/014/332/original/er18jy97.022.png) The goal of the FRM is to generate a 24 hour average of the concentration of respirable particles in the air. It does this by pumping a precise volume of air inside, selecting the particles smaller than 10 μm, and depositing them on a filter, and measuring their accumulated mass. Note that the FRM concentration is determine in "mass per volume" and not "number of particles per volume," and thus requires a gravimetric rather than a particle-counting technique. The particles are selected for size with a device called an impactor (o cyclone). The function of an FRM impactor is written into the regulation and legally defines what is and isn’t PM10. [![PM10-FRM.png](//i.publiclab.org/system/images/photos/000/014/333/medium/PM10-FRM.png)](//i.publiclab.org/system/images/photos/000/014/333/original/PM10-FRM.png) An impactor sorts particles by momentum. As air is drawn into the instrument, an impactor plate interrupts the air’s linear flow. Light particles stay in the air stream and pass around the plate. Due to inertia, more massive particles can’t make the turn and hit the plate, thereby crashing out of the sample airstream: [![impactor.png](//i.publiclab.org/system/images/photos/000/014/330/medium/impactor.png)](//i.publiclab.org/system/images/photos/000/014/330/original/impactor.png) The _cutoff_ size where particles either hit the plate or pass beyond it is not an absolute cutoff; there is a distribution of particle sizes that impact the plate or stay airborne. Different impactor designs are described by the 'sharpness' by which they select particles. [![cutpoint_vs_sharpness.png](//i.publiclab.org/system/images/photos/000/014/326/medium/cutpoint_vs_sharpness.png)](//i.publiclab.org/system/images/photos/000/014/326/original/cutpoint_vs_sharpness.png) For a PM10 cutoff, 50% of particles that are 10 μm in diameter are passed by the impactor, and 50% crash. The distribution is not even, and the rate at which the impactor cuts off particles above 10 μm is the ‘sharpness’ of the cutoff. Other categories of regulation include PM2.5 and PM10-2.5, read more in [PM Monitoring Regulations](/wiki/pm-monitoring-regulations). [![CORRECTillustrative3-peak-pm10.png](//i.publiclab.org/system/images/photos/000/014/322/medium/CORRECTillustrative3-peak-pm10.png)](//i.publiclab.org/system/images/photos/000/014/322/original/CORRECTillustrative3-peak-pm10.png) The PM2.5 FRM monitor is identical to the PM10 monitor, except for a second impactor for PM2.5 after the impactor for PM10. [![CORRECTillustrative3-peak-pm2.5.png](//i.publiclab.org/system/images/photos/000/014/323/medium/CORRECTillustrative3-peak-pm2.5.png)](//i.publiclab.org/system/images/photos/000/014/323/original/CORRECTillustrative3-peak-pm2.5.png) [![CORRECTillustrative3-peak-pm10-25.png](//i.publiclab.org/system/images/photos/000/014/324/medium/CORRECTillustrative3-peak-pm10-25.png)](//i.publiclab.org/system/images/photos/000/014/324/original/CORRECTillustrative3-peak-pm10-25.png) Note that neither category directly aligns with the size fraction that can travel into the bronchial region of the lungs, particles of approximately 5 μm. Also note that the FRMs collect particulate matter without determining the composition of that particulate matter, which can vary widely based on location and pollution sources. Inhaled silica is known to be especially damaging to human health, so **silica-specific exposure is [regulated in occupational settings, and in ambient settings in six states](/wiki/silica-monitoring).**...


Author Comment Last activity Moderation
mathew "There is a large folder of sample image sets avaialble. I put a smaller set together here: https://publiclab.org/notes/mathew/10-07-2016/sizing-ima..." | Read more » almost 8 years ago
mathew "You can see more about the shape descriptors for each particle here: https://publiclab.org/notes/mathew/09-19-2015/using-imagej-to-process-passive-..." | Read more » almost 8 years ago
mathew "The image analysis creates: perimeter of each particle area of each particle circularity of each particle Circularity is the ratio between the..." | Read more » almost 8 years ago
warren "Is there any sample input/output sets from going through this process, manually or automatically? I was thinking that a good test/spec might inclu..." | Read more » almost 8 years ago
warren "Hi! Just re-reading, is it right that the image analysis produces (as it's complete output): perimeter of each particle area of each particle ..." | Read more » almost 8 years ago
warren "Hi! Is Simon's macro still at the URL listed above? Or is there a more up-to-date version, potentially open sourced? Thanks! " | Read more » almost 8 years ago
warren "Oh, this is very neat. Thanks! " | Read more » almost 8 years ago
GreenFrogg "East & middle of the Netherlands: Deventer, Zwolle, Wageningen, Groningen, Nijmegen, Arnhem en omgeving: Results on the same scale " | Read more » almost 8 years ago
GreenFrogg "Compilation of the firework PM peak @ the 76 sensors. The Yellow points are the overall average and the bleu dots the local values " | Read more » almost 8 years ago
xose "Woooow!!!!! Thanks a lot!!! " | Read more » almost 8 years ago
GreenFrogg "Done! See the picture " | Read more » almost 8 years ago
xose "Thanks a lot @GreenFrogg!! That would be great! " | Read more » almost 8 years ago
xose "Hi @jeffalk! Thanks for your help! That's not a basic question. That's in fact the kind of answer we've received from Shinyei, that every sensor ha..." | Read more » almost 8 years ago
warren "I think this should now be possible with webjack-firmata and one of these nice cheap "Arduino Nano" third-party boards you can now get on Amazon: ..." | Read more » almost 8 years ago
jeffalk "Please excuse this basic question but what makes you think that all such devices should calibrate with the same resistance? You've shown that for s..." | Read more » almost 8 years ago
GreenFrogg "@xose: My sensor is already enclosured. But there are still sensors to be installed. I will put the question on the project forum (in dutch languag..." | Read more » almost 8 years ago
GreenFrogg "@Aldehyde: https://samenmetenaanluchtkwaliteit.nl/contact or samenmetenaanluchtkwaliteit@rivm.nl " | Read more » almost 8 years ago
xose "Hi @GreenFrogg! Impressive work! We are now testing the potentiometers of the Shinyei PPD42 here in barcelona using two sensors on the same plast..." | Read more » almost 8 years ago
aldehyde "Hello! I am from Ukraine. It's really interesting not only for me but my students also. How I can connect to this project. Thanks! " | Read more » almost 8 years ago
JuanfraAlvarez "I have just found this: http://takingspace.org/wp-content/uploads/ShinyeiPPD42NS_Deconstruction_TracyAllen.pdf "In the two that I tested, VR3 was ..." | Read more » almost 8 years ago
JuanfraAlvarez "thanks @warren, that post (pdf of field calibrations) is the reason we changed the sampletime to 3600000ms (1h) as this guys have tested its in ho..." | Read more » almost 8 years ago
warren "Awesome post and good questions! I did find this interesting post w some possibly helpful info: https://publiclab.org/notes/Willie/04-01-2014/fie..." | Read more » almost 8 years ago
JuanfraAlvarez "Here the PM10 (and NO2) Levels this afternoon. " | Read more » almost 8 years ago
JuanfraAlvarez "If you want to check the station we are going to be using as reference, its exactly the one circled in the image, you can check it in this link htt..." | Read more » almost 8 years ago