Technology
Safeguarding ports with chemical profiling
by Edward J. Staples
pdf version of this article
Ultrahigh-speed gas chromatography
(GC) is a powerful method for analyzing
odors, fragrances, and chemical vapors
produced by explosives, chemical and biological
weapons, contraband, and hazardous
industrial materials. A new chemical-profiling system directly
measures odor concentration and
intensity with an integrated GC
sensor. Using a solid-state surface-
acoustic-wave (SAW) sensor
with electronically variable sensitivity,
it identifies the chemical
species in the vapors inside cargo
containers and determines their
concentrations in 10 s with
picogram sensitivity. Although the
system is useful for sampling any
accessible container, it currently
holds immediate significance for
America’s ports.
The problem
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Figure 1. A
two-dimensional radial chart (top left) can represent the full
chemical signature of a complex odor, where radial distance
is proportional to concentration of a species and radial angle
is proportional to elution time through a gas chromatograph.
The large peak in this E. coli bacteria chart is due to a high
concentration of indole. |
The United States now inspects
4% of the 6 million shipments
that arrive at more than 100 U.S.
ports annually, double the 2%
before the attacks on New York
and Washington, DC, on September
11, 2001. About 20% of those
6 million shipments pass through
overseas ports, such as Hong Kong,
Tokyo, Rotterdam, and Antwerp,
where the United States has stationed
U.S. customs inspectors. According
to the Department of Homeland Security
(DHS), cargo worth $1.2 trillion, or half of
U.S. imports, arrives by sea; the rest enters
from Canada and Mexico. Cargo containers
pose a clear and present danger as a means
for terrorist attacks or the smuggling of
weapons of mass destruction. Yet, addressing
the problem is daunting.
Current sensor capabilities are limited,
and in many cases, the best technology for
practical use remains trained dogs. Manufactured
sensors are often designed for use
in specific environments and are selective
for only one or two chemicals. Yet, because
there is a spectrum of possible threats,
inspectors need sensor systems that can
detect and identify a large number of possible
chemicals. In addition, these sensor systems
need a number of subsystems, including
sample collection and processing,
presentation of the chemicals to the sensor,
and sensor arrays that recognize and distinguish
different chemical profiles.
The zNose Model 4200 (Electronic Sensor
Technology, LP, Newbury Park, CA) can
create an unlimited number of specific virtual
chemical sensors for profiling odors.
This portable system incorporates an ultrahigh-
speed chromatography column, a
solid-state sensor, a programmable gatearray
microprocessor, and an integrated
vapor preconcentrator. The sensor system
produces high-resolution, two-dimensional
images in the form of radial charts. These
images represent the olfactory information
unique to many complex odors, including
those from explosives, contraband drugs of
abuse, hazardous chemicals, and even lifeforms
(Figure 1).
Chemical profiling
An important requirement for a chemical-profiling system is that
it recognize odors and fragrances on the
basis of their full chemical signature—
the combination of all
the chemicals in an odor—
which is unique to each substance
producing the odor.
Unlike a trace detector, it must
see everything and miss nothing.
The portable chemical-profiling
system can speciate and
quantify the vapor chemistry
inside a cargo container in 10 s.
A library of retention-time
indices for chemicals—which
give the specific time required
for each of its indexed chemicals
to pass through a chromatograph’s
column—allows
the creation of hundreds of specific
software-generated virtual
chemical sensors. These virtual
sensors, combined with odor
profiling, can be a cost-effective
screening method for shippers
and inspectors alike.
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| Figure 2. Gas
species pass through the ultrahigh-speed gas chromatography
column and condense on the surface-acoustic-wave crystal, whose
fundamental frequency changes according to the mass of the
species. |
Vapors in a cargo container
are sampled by inserting a tube
attached to the inlet of the instrument
through a small opening in the container
door. The chromatography system
(Figure 2) contains a minimum number of
parts. A small capillar y trap filled with
Tenax, which acts as a vapor sponge, collects
and preconcentrates sampled vapors
before injecting them into the GC capillary
column, which is then heated at rates as
high as 18 °C/s to move heavier compounds
through it. A key component of the system
is a solid-state SAW detector, which can
detect quantities as small as 1 pg. The sensitivity
of the 0.1 × 0.1-in. detector chip
depends on the SAW temperature, which is
electronically controlled by a Peltier thermoelectric
element. The SAW sensor is nonionic and nonspecific. It directly measures
the total mass of each chemical
compound as it exits the GC column and
condenses on the SAW crystal surface,
which causes a change in the crystal’s
fundamental acoustic frequency. Odor
concentration is directly measured with
this integrating type of detector, which,
unlike flux detectors, physically captures
each chemical. A conventional chromatogram,
or column flux, is obtained
from a microprocessor, which continuously
calculates the derivative of the
SAW frequency.
Plotting the sensor’s frequency
change (radial) versus elution time
(angle) produces a high-resolution, twodimensional
olfactory image called a
VaporPrint (Figure 1, top left). Such images
display the entire odor chemistry as radial
charts, which enables the chemical-profiling
system to recognize complex odors on
the basis of their full chemical signature.
Different chemicals have different retention
times, a feature that allows the creation
of hundreds of specific virtual chemical sensors,
each of which acts as a trace detector
for a specific chemical (Figure 3b).
Retention-time indices of known chemicals,
developed using the established passage
times of n-alkanes as the timing standard,
combined with a chemical
library and electronic odor
profiles, enables users of the
system to quickly distribute
and share odor profiles of
cargo, new threats, or contraband
worldwide.
Explosive odors
Because the SAW sensor is nonspecific, it
can detect and quantify the vapor concentration
of almost any explosive, independent of
its chemical makeup. Not all explosives contain
a nitrogen base and, as a result, conventional
trace detectors cannot identify them.
The probability of detecting explosives from
the odors in a cargo container depends on
the container’s temperature, the vapor pressure
of the explosive chemicals, and how
they are packaged. Hence, plastic explosives
such as Semtex and C4, which contain high-molecular-
weight chemicals—for example,
pentaerythritol tetranitrate and cyclotrimethylene
trinitramine—are rarely detectable by
vapor-phase measurements.
Because of this insensitivity, and by international
accord, all manufacturers of plastic
explosives now include a volatile taggant
compound such as 2,3-dimethyl-2,3-dinitrobutane
(DMNB) or mononitrotoluene,
which enables their identification by vapordetection
systems and canines. The complete
chemical odor profile, olfactory image,
and virtual sensor array response of unpackaged
C4 is shown in Figure 3. The RDX
response (peak 7) is difficult to see, and it is
much easier to detect the volatile taggant
DMNB (peak 1).
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| Figure 3. Plastic
explosive C4 is identified by its chemical odor profile (a),
virtual sensor array response (b), and olfactory image (c).
The peak (no. 7 in a) for high-molecular-weight cyclotrimethylene
trinitramine (RDX) is more difficult to detect than the taggant
(peak 1). |
Another plastic explosive
is triacetone triperoxide
(TATP), which has an explosive
power (velocity = 5,300
m/s) similar to that of RDX
(velocity = 8,380 m/s).
Human bombers commonly
use TATP for attacks in
Israel, and the shoes of
Richard Reid contained this
compound when he tried to
blow up an American Airlines
flight over the Atlantic
Ocean in December 2001.
Just like nitrogen-containing
explosives, TATP is highly
volatile, and its vapors
can easily be detected in
cargo containers.
Contraband
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Figure 4. The
chemical odor signal of cocaine in a cargo container is difficult
to detect without elevated temperatures (above 50 °C) and
long preconcentration times. |
Some illicit drugs have distinctive
odors, such as the mono- and diterpenes
released by marijuana, which
canines and the zNose 4200 can easily
detect. Others, such as cocaine and
heroin, are more difficult to detect
because they have extremely low vapor
pressures. A virtual sensor array can
screen a container for such contraband.
Virtual sensors can be created by using
odors from samples of the drugs or by
selecting specific compounds from the
system’s chemical library.
The chemical-odor signature of
cocaine in a cargo container was tested
using packaged 1-kg bundles. The cocaine
produced little or no signal at ambient temperatures,
and significant vapor concentrations
could be detected only when the temperature
of the container rose above 50 °C
(Figure 4). The presence of low-vapor-pressure
drugs is best detected by targeting the
more volatile compounds associated with
them. One natural byproduct of cocaine is
methyl benzoate, commonly referred to as
doggy-cocaine because it is used to train
canines to detect the drug.
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| Figure 5. JP-8
aviation fuel and gasoline contain many volatile organic chemicals
not easily separated by a single-chemical sensor. However,
they do have distinctive olfactory images (b and c) and virtual
chemical sensor arrays (d and e). |
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Hazardous chemicals are commonly present
in cargo. When properly sealed, many
flammable organics cannot be detected.
However, even a small leak can create a dangerous
and even explosive vapor, such as
those from gasoline and JP-8 aviation fuel
(Figure 5). Both complex substances contain
many volatile organics that are not easily
separated by a single-chemical sensor. However,
gasoline and JP-8 do produce distinctly
different olfactory images. For one thing,
gasoline has more volatile compounds than
JP-8. Creating a virtual chemical sensor
unique to each vapor provides a convenient
way to recognize the presence of either or
both of them. This would be important
when performing odor profiling in and
around airport facilities, where JP-8 is a common
background odor.
Almost all living organisms produce
detectable volatile organics, which holds
particular importance for our era. In recent
years, smugglers have put humans inside
cargo containers to slip them into the country. The presence of
human cargo might be
signaled by the odor of human waste,
which contains a high percentage of E. coli bacteria. E. coli produce a very recognizable
olfactory image, which is dominated by the
chemical indole (Figure 1). The presence of
molds and fungus in cargo containers can
contaminate and even damage sensitive
cargo. These life-forms produce distinctive
olfactory images and unique, detectable
chemicals called microbial volatile organic
compounds (Figure 6).
Illicit-drug dealing and other illegal activities
generate huge amounts of currency that
cannot be transferred easily by standard
methods. U.S. currency produces distinctive
volatile and semivolatile compounds as well
as distinctive olfactory images. Chemical odor
profiling and virtual chemical sensors
can readily identify and locate currency concealed
in cargo.
Advantages
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| Figure 6. Molds
and fungus in cargo containers, which can contaminate and damage
sensitive cargo, produce detectable microbial volatile organic
compounds with distinctive olfactory images. |
Methods to detect target odors in cargo
and chemically profile them have several
advantages. Vapor collection from cargo containers
can be rapidly accomplished and is
minimally invasive. A single zNose 4200 can
create an unlimited number of virtual chemical
sensors—although the maximum number
that can be used at one time to obtain an
image with acceptable resolution is 500— and, thus, the system
can quickly adapt to changing vapors. Electronic odor profiles,
for
example, can be attached to an electronic
manifest file and forwarded to authorities at
the country of destination for comparison
(before and after transport) and verification.
Chemical sensor arrays have interested
developers of neural networks and artificial
intelligence algorithms for some time. Physical
sensors, however, have limited performance
because of overlapping responses and
physical instability. Arrays of virtual chemical
sensors, however, have nonoverlapping
response, long-term stability, and picogram
sensitivity, which will enable antiterrorism
artificial intelligence and neural networks to
quickly and automatically distinguish patterns
of actual threats from noise or background
odors with high precision.
Cargo and port security are key components
of the nation’s homeland security
strategy, which needs the development of
rapid and cost-effective screening methods.
The nature of today’s threat is such that an
almost unlimited number of possible harmful
chemicals exist for terrorists to use. This
chemical diversity makes it imperative that
sensor technology be highly adaptive.
Adaptive virtual-sensor arrays have the
potential to thwart terrorist activities in the
planning stage, and before or during attempted
attacks. They may also be useful in forensic
analysis to identify perpetrators after an
attack. Sensors can also provide sensitive and
rapid warning for the protection of fixed
sites, such as subways, airports, utilities, government
buildings, financial centers, and
high-value industries. Virtual chemical sensors
for ventilation systems capable of detecting
deviations from normal and for monitoring
chemical and biological agents could be
coupled to rapid-shutdown procedures.
Recently, Asa Hutchinson, DHS undersecretary
for border and transportation security,
told a Senate hearing that “most experts
believe that a terrorist attack using a container
as a weapon is likely.” Therefore, it is
imperative that methods be found and
implemented to protect containerized shipping
from exploitation by terrorists. Adaptive
electronic sensors can help by chemically
profiling and prescreening those containers
identified as high-risk.
Further reading
Additional information on cargo
container security:
Biography
Edward J. Staples is managing director of Electronic Sensor
Technology, LP, in Newbury Park,
California.
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