Subramanian's doctoral research at the Pittsburgh Air Quality Study (PAQS):

After the severe air pollution episodes in various parts of the US in the ‘50s and ‘60s, the US Congress passed the Clean Air Act and subsequent Amendments.  As per this Act, the Environmental Protection Agency was formed to regulate environmental pollution.  The six major airborne pollutants are called ‘criteria pollutants’, and include ozone, lead, nitrous oxides (NOx), sulfurous oxides (SOx), carbon monoxide (CO) and particulate matter (PM, or Total Suspended Matter, TSP).  The smaller size fractions of PM are divided into PM10 and PM2.5 (the subscript refers to the upper size limit on the particle’s aerodynamic diameter).

While the other pollutants can be easily measured, PM, especially the carbonaceous fraction, is much harder to characterize:

(a) Many organic compounds (that are collectively called organic carbon or OC) are present in both the gas and solid phases.  Hence, when a measurement is made, both phases can be captured, leading to an overestimate of the particulate OC concentration in the atmosphere.  At the same time, some of the captured particles can transform to the gas-phase and escape from the filter, causing a negative bias in the measured OC.  We developed a better measurement technique for OC and compared it to a conventional sampler, to estimate the errors (artifacts) associated with the conventional method.
•    R Subramanian, Andrey Khlystov, Juan Cabada and Allen Robinson (2004).  “Positive and negative artifacts in particulate organic carbon measurements with denuded and undenuded sampler configurations.”  Aerosol Science and Technology, 38(S1):27–48.

(b) The carbonaceous fraction is made of two physically distinct, but analytically somewhat inseparable components - OC (compounds with a substantial non-carbon component, i.e. hydrogen, oxygen, even nitrogen and sulfur) and "elemental" carbon (EC, which is mostly carbon).  EC is used as a marker for diesel engine emissions, and a good example is the black cloud of smoke you might see behind a diesel bus or truck as it accelerates (this cloud is made of "soot", a combination of OC and EC).  The common thermal/optical technique to measure OC and EC leads to an operational definition of the OC/EC split - i.e. the method used (temperature steps, optical measurement) determines the answer.  With many different instruments and techniques in use, there are substantial differences when analytical results from different laboratories are compared.  This has implications not only for source-apportionment of diesel vehicle emissions, but also for climate models (EC, similar to BC or black carbon, is an absorbing aerosol that warms the atmosphere around it, in contrast to sulfates that cause cooling).  My research explored the reasons for the operational discrepancies, and we developed a model that helps estimate the range of uncertainty associated with the OC/EC split.
•    R Subramanian, Andrey Khlystov and Allen Robinson.  “Effect of peak inert-mode temperature on elemental carbon measured using thermal-optical analysis.”  Aerosol Science and Technology, in press (as of March 2006).

The third major component of my doctoral research was quantification of the contribution of primary organic aerosol sources (motor vehicles, wood smoke, cooking, etc.) to the ambient  particulate OC concentrations in Pittsburgh, PA.  This knowledge is essential to  successful regulation and control.  We performed source-receptor modeling using the EPA's CMB8 model with organic molecular markers.  Much of this work is currently under review at different journals.  [ask me more: subra REMOVE @randomsubu REMOVE .com]

Selected presentations:

R Subramanian, Allen Robinson, Anna Bernardo-Bricker and Wolfgang Rogge (2005)
Organic carbon mass balance and source apportionment of primary organic carbon in the Pittsburgh region using molecular markers.
AAAR Particulate Matter Supersites Program & Related Studies 2005, Atlanta, GA

R Subramanian, Allen Robinson and Andrey Khlystov (2005)
OC/EC analysis with Thermal-Optical methods: Effects of temperature protocol and non-carbonaceous compounds.
AAAR Particulate Matter Supersites Program & Related Studies 2005, Atlanta, GA 

R Subramanian, Andrey Khlystov, Juan Cabada and Allen Robinson (2002)
Sampling artifacts during measurement of ambient carbonaceous aerosol.
AAAR Annual Conference 2002, Charlotte, NC

(Abstracts of past American Association for Aerosol Research conferences are here.)