United States
                   Environmental Protection
                   Agency
National Exposure
Research Laboratory
Las Vegas, NV 89193-3478
                   Research and Development
EPA/600/SR-97/055   October 1997
4>EPA        Project Summary

                   Field Validation of a
                   Penetrometer-Based  Fiber-Optic
                   Petroleum,  Oil,  and
                   Lubricant  (POL)  Sensor
                   William C. McGinnis and Stephen H. Lieberman
                    Comprehensive comparisons of in situ
                   measurements from a cone penetrom-
                   eter-deployed laser induced fluores-
                   cence (LIF) petroleum, oil, and lubricant
                   (POL)  sensor with traditional field
                   screening methods were performed. Op-
                   erational  procedures  were developed
                   to facilitate comparison between meth-
                   ods and across multiple sites. Using a
                   field screening detect/non-detect crite-
                   rion, agreement between sensor mea-
                   surements  corresponding  to  the
                   sampled interval and the laboratory ana-
                   lytical measurements on those samples
                   was  better than 85 percent. Compari-
                   son  between measurements from the
                   two accepted analytical techniques, on
                   splits of  the same sample, was only
                   slightly better. We conclude that the
                   LIF-POL sensor, deployed from a cone
                   penetrometer, provides significant ad-
                   vantages for subsurface field screen-
                   ing of POL-contaminated sites. The LIF
                   technique offers  the  advantages of
                   rapid, in situ, real-time measurements,
                   coupled with increased data density,
                   not possible with traditional screening
                   methods.
                    This Project Summary was developed
                   by EPA's Environmental Sciences Divi-
                   sion, National Exposure Research Labo-
                   ratory, Las Vegas, NV, to announce key
                   findings of the research project that is
                   fully documented in a separate report of
                   the same title (see Project Report order-
                   ing information at back).

                   Introduction
                    The  U.S. Environmental Protection
                   Agency (EPA), Environmental Sciences
                   Division-Las Vegas  (ESD-LV) evaluated
field screening techniques to expedite site
characterization and monitor corrective ac-
tions. In collaboration with the Naval Com-
mand, Control and Ocean Surveillance
Center,  RDT&E Division (NRaD),  the ef-
fort described here was  undertaken to
evaluate the use of a cone penetrometer
system equipped with a fiber optic-based
laser-induced fluorescence (LIF) petro-
leum, oil, and lubricant (POL) sensor for
real-time field screening  of subsurface
POL contamination.
  The feasibility of using a truck-mounted
cone penetrometer system to push chemi-
cal sensors into the ground to delineate
subsurface contaminant plumes was first
demonstrated through the Department of
Defense (DOD) Tri-Service Site Charac-
terization and Analysis Penetrometer Sys-
tem (SCAPS) program. The LIF cone
penetrometer test (CPT) technology  was
developed through  a collaborative effort
of the Army, Navy, and Air Force under
the Tri-Service SCAPS  program. To sat-
isfy the objective of  this Inter-Agency
Agreement (IAG), a comprehensive inter-
comparison effort was established to di-
rectly compare sensor results with
conventional sampling and  laboratory
analyses. This effort was  proposed as a
jointly funded collaborative effort between
the U.S. EPA and the U.S. Navy  and as
such leverages funding provided by Naval
Facilities Engineering Command. This IAG
enabled confirmatory sampling work to
be performed at two sites: Naval Air  Sta-
tion,  Alameda, CA, and Guadalupe  Oil
Field, Guadalupe, CA. To date, confirma-
tory sampling has been performed at 16
sites in  addition to the two above listed

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sites,  therefore summary  results  will  be
presented.

System Description
  The SCAPS  system  uses  a truck-
mounted CRT  platform to  advance  its
chemical and geotechnical sensing probe
into  subsurface  soils.  CRT has been
widely used in the geotechnical industry
for determining soil strength and soil type
from measurements of tip  resistance and
sleeve friction via an  instrumented probe.
The CRT platform provides a 20-ton static
reaction force associated with the weight
of the truck.  The forward portion of the
truck-mounted  laboratory is  the push
room. It contains the rods, hydraulic rams,
and  associated  system controllers. Un-
derneath the  SCAPS  CRT push room is
the steam  cleaning manifold for the  rod
and probe  decontamination  system. The
rear portion of the truck-mounted  labora-
tory is the isolatable data collection room
in which components of the LIF  system
and onboard computers are  located. The
combination of  reaction  mass and  hy-
draulics can advance a 1-m long by 3.57-
cm diameter  threaded-end  rod into  the
ground  at  a  rate  of  1  m/min  in accor-
dance with American  Society of Testing
and Materials (ASTM) Standard  D3441,
the standard for CRT. The rods, various
sensing probes, or sampling  tools can  be
advanced to depths in excess of 50 m in
naturally occurring soils. As  the rods are
withdrawn,  grout can be injected through
Vi-in.-diameter tubing within the  interior of
the probe's umbilical cable,  hydraulically
sealing the push  hole.  The platform is
fitted  with a self-contained decontamina-
tion system that allows the  rods and probe
to be  steam  cleaned as  they  are with-
drawn from the  push hole,  through  the
steam cleaning  manifold,  and  back into
the CRT push room. Subsurface  investi-
gation in this manner produces  rinsate
but no soil cuttings as investigation  de-
rived waste.
  LIF sensors rely on impinging ultravio-
let (UV) light  to excite molecular elec-
trons  to higher energy  states. As  the
electrons return  to lower  energy  states,
the transition  produces UV fluorescence
photons  of longer wavelength  than  the
UV excitation. The LIF POL sensor probe
consists of a standard penetrometer probe
modified with  a 1/4-in.-diameter flush-
mounted sapphire window which is 24 in.
behind the  probe tip.  Two 500-um silica
clad  silica  optical fibers,  one  for laser
excitation and one for fluorescence emis-
sion,  are included in the 300-ft umbilical
cable and  are internally mounted in  the
probe  terminating at  the  sapphire win-
dow.  Excitation  light at 337 nm,  gener-
ated from a pulsed nitrogen laser (0.8 ns
pulse width, 1.4 mJ pulse energy), travels
down the optical fiber and excites fluores-
cence  from polycyclic  aromatic hydro-
carbons (PAHs) in the soil. The method
detects PAHs  in  the bulk soil  matrix
throughout the  vadose, capillary fringe,
and saturated zones.  The emission fiber
collects the laser-induced fluorescence
and returns it to the surface.
  At the surface, the fiber is coupled to a
spectrograph where the light is spectrally
dispersed.  The dispersed light then im-
pinges on an intensified linear  photo  di-
ode array detector (1024 pixels) which  is
gated on for 100 ns at the time of signal
return.  An optical trigger from the pulsed
laser via  a pulse delay generator is used
to gate the detector.  The  laser-induced
fluorescence signal is emitted over a broad
range of wavelengths  longer than the ex-
citation wavelength.  Approximately  16
msec is required to read the fluorescent
signal from a single laser shot. The maxi-
mum spectral resolution is approximately
0.5 nm. The detector is set to measure
the wavelength  range from 350  to 720
nm. In practice, the system usually inte-
grates  the emission from 20  laser shots
with detector pixels grouped by four. Since
the laser  repetition rate is 10 Hz, the total
time  to collect  a fluorescence  emission
spectrum is two seconds. This represents
approximately a 2.5- depth resolution. The
spectral resolution for pixels grouped  by
four is approximately two nm. An optical
multichannel  analyzer accumulates the
detector readings and  reports  the sum as
a single measurement to the  data  acqui-
sition computer.
  Data acquisition  is  automated  under
software  control using a 486 host  com-
puter.  The computer  sets and  controls
the sensor system,  stores fluorescent
emission  spectra  and  strain gauge  data,
and generates  the real-time depth plots.
From  the spectral curve at each depth,
the SCAPS software  extracts the maxi-
mum intensity and associated  peak wave-
length for real-time depth display. SCAPS
standard  electrical  cone penetrometer  in-
strumentation consists of strain gauges
measuring tip resistance and  sleeve fric-
tion in accordance with ASTM  Standard
D3441. An empirical relationship between
tip resistance and sleeve friction provides
a soil type classification. This data is con-
tained  in  the real-time  display  strips  as
cone  pressure, sleeve friction, and soil
classification. As the probe is forced into
the ground, the  real-time display presents
a 10-ft interval on a scrolling basis.
  LIF is a nonspecific field screening tech-
nique which detects PAH compounds with
at least two  aromatic  rings but is  most
effective for three and more aromatic rings.
To date,  LIF  measurements over optical
fibers have not been used extensively for
detection of the single ring aromatic  com-
pounds,   BTEX   (benzene,   toluene,
ethylbenzene, and xylenes). The general
trend is the fewer the number of rings the
shorter the excitation wavelength required.
Greater attenuation of this  shorter wave-
length  UV radiation in  optical fibers is  a
technological  barrier for transmitting the
excitation pulse over long fiber lengths.
  Table  1  presents detection  limits for
common fuel  products found as soil con-
taminants. Measurements  were made in
the laboratory on  spiked soils over a 50-
m fiber and are reported at the 95 percent
confidence level. Detection limits vary with
fuel type depending on constituent  com-
pound  abundance.  Detection limits also
vary with  soil  type due to particle size and
mineralogy. Most  importantly, these  limits
fall well within the range of utility consid-
ering regulatory action  limits.

Table 1. Detection  Limits for  the LIF POL
        Sensor

                     Fuel Type


Soil
Type
Soil A
Sand
Soil B
China Lake
Soil C
Columbus


Unleaded
Gasoline
17
ppm
36
ppm
121
ppm

Diesel
Fuel
#2
329
ppm
25
ppm
83
ppm
Diesel
Fuel
Marine
(DFM)
14
ppm
4
ppm
5
ppm
Sampling Procedure
  SCAPS site  operations typically  con-
sist of two phases: site investigation  and
validation.  In  the investigation  phase,
pushes were performed to delineate the
plume boundaries. During the validation
phase, areas  of  interest  were selected
from the first phase and then revisited. At
the selected locations, a validation push
was performed followed  immediately by
collection of confirmatory soil samples.
  During validation,  the SCAPS CPT
pushed  the  LIF POL sensor probe  into
the ground and acquired fluorescence  and
geotechnical data. After  the probe  was
pushed  to the total depth anticipated or
was blocked from further penetration, the
probe was retracted.  The CPT rig moved
away from the  location and a hollow stem
auger (HSA) drill  rig was positioned  ap-
proximately 20  cm (8 in.) from  the push
hole. The HSA rig drilled a hole  such  that

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the advancing auger flights destroyed the
push  hole while allowing for the  collec-
tion  of  split spoon soil samples within
approximately 7.5 cm (3 in.) (horizontally)
of the push cavity. This offset between
the push hole and the  auger boring per-
mitted sampling far enough apart so that
the soil samples were not  affected by
possible cross  contamination  due to
sloughing  down  the  penetrometer hole,
yet near enough to  minimize variability
due to small scale spatial heterogeneities
of the soil and  the contaminant distribu-
tion. This sampling strategy ensured that
samples were representative of the re-
gion sampled  by the  LIF POL  sensor.
Each borehole was logged  by  a geolo-
gist. Soil samples  were collected with a
split spoon sampler lined with 15-cm (6-
in.) long stainless steel tubes. The sam-
pler  was driven  in advance  of the  lead
auger using a 63.5-kg (140-lb) slide ham-
mer falling over a 75-cm (30-in.) distance,
in accordance with ASTM 1586, the Stan-
dard Penetration Test.
  A California modified split  spoon sam-
pler was used for sample collection. The
split spoon sampler was a 75-cm (30-in.)
long,  7.5-cm  (3-in.) diameter steel  tool.
The sampler consisted  of a 10-cm (4-in.)
long (reduced to 5 cm  (2 in.) when fully
threaded)  cutting head or shoe  section,
followed by either a 45-cm (18-in.) or 60-
cm (24-in.) long sample barrel containing
three or four 15-cm (6-in.) long stainless
steel soil sampling tubes, and ending in a
waste soils catch barrel section.
  Soil samples  were collected  at depth
intervals to confirm the LIF  POL sensor
depth profile in  both background and el-
evated fluorescence intervals. The sam-
pler was overdrilled approximately 15 cm
(6 in.)  prior to  retrieval to  reduce  the
amount  of sloughed soils typically found
in the bottom of the borehole. Only tubes
containing sample soils that appeared
relatively undisturbed were used. Samples
for  confirmatory  analysis were collected
from the lower  and middle (deeper)  15-
cm (6-in.) soil tubes in the 45-cm (18-in.)
sampler. The sample was Teflon-sealed,
capped, taped, labeled, logged,  and
placed into a chilled ice chest. Each con-
firmatory sample was analyzed by  EPA
Method  418.1  Total Recoverable Petro-
leum Hydrocarbon (TRPH), a  water analy-
sis  method  modified for soil,  and  EPA
Method  8015-Modified Total Petroleum
Hydrocarbon   (TPH).  Samples   for
geotechnical analysis (soil moisture, grain
size,  and  density)  were  sealed  and
shipped in the  stainless steel tubes re-
trieved  from  the  split spoon sampler.
Those samples chosen for geotechnical
analysis  were generally  the  uppermost
(shallowest)  tube of the  three from  the
split spoon sampler,  but only if the tube
appeared full  as a  result of complete
sample recovery by the split spoon sam-
pler. In each boring, these sampling pro-
cedures  were  usually  repeated  four to
eight times to gather samples for tradi-
tional laboratory analytical measurements.
From three to eight validation borings were
performed at a site.

Analytical Methods
  EPA method  418.1 (TRPH  by  infrared
absorption) and EPA method 8015- Modi-
fied (TPH by GC/FID) represent two of the
most frequently used methods employed
for  delineating nonvolatile POL contami-
nation. It is important to  note that these
analytical  methods  do  not measure  ex-
actly the same  constituents that  are  tar-
geted by the LIF POL sensor but were
selected because they represent the tech-
nology that is currently being used on a
day-to-day basis to make decisions about
the distribution  of subsurface  POL con-
tamination. This data is then  compared
with the  in situ  fluorescence data gath-
ered with the sensor.

Data Analysis
  LIF POL sensor data is evaluated on a
detect/non-detect basis  to determine per-
centage agreement  between sensor data
above or below a fluorescence threshold
and both TRPH  and TPH results above or
below  a  sensor detection  threshold.
SCAPS independently  provides  detect/
non-detect data relative to a specific  de-
tection limit derived for  a specific fuel
product on a site-specific soil matrix. The
detection limit is determined for  the  site
by generating a  concentration calibration
response  curve  for a set of calibration
standards (spiked site-specific  soil
samples) prepared by standard addition.

Results and  Discussion
  For an in situ field screening measure-
ment technique, such as LIF, determining
the accuracy of the technique presents a
particular challenge. This  is because  it is
not a simple matter to confidently assign
a "true" value  to a subsurface contami-
nant distribution. With conventional labora-
tory-based  measurements, the accuracy
of the  method is a function of both  the
sampling errors and errors associated with
the measurement  method. To  evaluate
the accuracy of a laboratory method,  the
conventional approach is to compare  the
results obtained from analysis of a spiked
sample of known concentration. It should
be  recognized,  however, that this  ap-
proach does not address  the  issue of
whether the result is an accurate repre-
sentation of the true value of the contami-
nant in the ground. In other words, errors
related to sampling are not  addressed.
Because there is no independent mea-
sure of the subsurface  value of contami-
nant concentration, it will be necessary to
evaluate the accuracy of the in situ mea-
surement by comparing  in situ results with
results from  conventional  methods that
may not provide a true  value of the sub-
surface contaminant distribution because
of errors  associated with  the sampling
process.
  It should be noted that the three meth-
ods for quantifying hydrocarbon contami-
nation discussed in this document (namely
the analytic EPA Methods 418.1 and 8015-
Modified, and the LIF  method) all mea-
sure  and  quantify   the  amount  of
contaminant  using  a different physical
property  of the  contaminant.  The  EPA
Method 418.1  measures the infrared ab-
sorption  of the  extract from  the soil
sample. The  EPA Method  8015-Modified
passes the extract from the soil sample
through a gas chromatograph and  uses a
flame ionization detector to measure the
contaminant  according to the  retention
time of the constituents. The LIF method
measures the fluorescence (under laser
excitation) from the  PAHs  present in the
contaminant.
  The  two EPA Method  measurement
techniques require comparison to a simi-
lar measurement of  a target fuel in order
to quantify the contaminant. Note that it is
not possible to ensure that the target fuel
is identical in composition to the contami-
nant extract. The EPA Method 418.1 uses
a single standard hydrocarbon mixture for
quantification,  while EPA  Method  8015-
Modified quantifies using a  target fuel that
produces  a similar  chromatogram. The
LIF method does not use an extract from
the soil  sample, but measures the  con-
taminant  in situ as it is presented to the
window of the probe. For this  reason, the
LIF POL sensor  is more sensitive  to ma-
trix effects. Because of this matrix sensi-
tivity, the LIF POL sensor does not employ
a target fuel for quantification but only to
set a detection threshold for the site.
  Another difference between in situ and
conventional  laboratory-based measure-
ments  is that laboratory measurements
usually employ extraction  or matrix sim-
plification  procedures,  whereas in situ
measurements offer limited opportunities
for controlling  matrix effects. For the LIF
POL sensors, studies  have shown that
variability in sensor response results from
changes  in the sample matrix and from
variations  in  fluorescence response re-

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lated to fuel product type, age, and origin
of the  hydrocarbon contaminant. Since it
is  not possible to account for all sources
of variability that  affect sensor response
at this time,  the sensor is  intended to
operate as a field screening method. It
will provide only  qualitative  data on the
distribution of petroleum hydrocarbon con-
tamination.
  The  approach for evaluating accuracy
presented here  depends  on the direct
comparison of in situ sensor data with
the analysis of discrete samples collected
as close as possible to the  soil  sample
measured by  the in situ sensor. Although
it is believed  that this approach  provides
the best opportunity for evaluating the ac-
curacy of the in situ  measurement,  it
should be noted that it  will  not be pos-
sible to account  for all  variability associ-
ated with the uncertainty  in depth from
which the discrete samples are collected.
It is possible that the depth of the dis-
crete sample  may be in error by up to 15
cm (6  in.) in the vadose zone.  Due to
sloughing and flowing sand conditions in
the water saturated zone, depth measure-
ment uncertainty during discrete sampling
may be greater.  In stratified  soils, sharp
vertical boundaries of the contamination
plume may exist. This sampling error could
therefore lead to poor  comparisons be-
tween  in situ  data and  laboratory data.
For example,  due to an error of 15 cm (6
in.) in the sample depth, contaminant con-
centration can change from  strongly im-
pacted (greater than 10,000  ppm) to not
impacted (less than 100 ppm).  For this
reason, the depth of the sample must be
known  for the   comparability  of  the
samples  to  be firmly demonstrated. In
addition,  because there will be  several
inches of horizontal offset between the
push location  and the location of the split-
spoon  sampler, there may also be some
small-scale horizontal variability that will
not be accounted for.  Both  the  vertical
uncertainty and the small-scale horizontal
variability will  not be a factor when com-
paring  the two laboratory methods be-
cause  splits  of a homogenized  sample
will be measured.

Summary Results for Sixteen
Sites
  To  date, validation efforts at  16 sites
have  been completed.  These sites pre-
sented varied hydrogeological conditions
including: (1)  arid with deep  groundwater
and (2) coastal with tidally-influenced shal-
low groundwater. These sites  also pre-
sented various  contaminant source
products including old refinery waste, heat-
ing oil, diesel  fuel marine,  and JP-5 jet
fuel.
  Based  on the results calculated for the
sites to date,  the  LIF POL sensor detec-
tion threshold varies somewhat from site
to site, but it is approximately 100 to 300
mg/kg as TRPH by EPA Method  418.1.
Scatter plots of the LIF POL sensor data
versus TPH and TRPH show a trend  of
increased  fluorescence with increased
TPH or TRPH. Table 2 contains the cu-
mulative  contingency analysis results on
a percentage basis showing better  than
85  percent agreement between sensor
and analytical measurements. As ex-
pected,  comparison  between  analytical
methods  is slightly  better since  these
measurements were made on  splits  of
the same sample.
Table 2. Sixteen Site Cumulative Contingency
        Analysis Results Summary (n=552)

              %      % False    % False
Comparison   Correct    Positive    Negative
                  Table 3. MAS, Alameda Contingency Analysis
                          Results Summary (n=45)

                                %      % False    % False
                  Comparison   Correct    Positive    Negative
LIF vs. TRPH    87

LIF vs. TPH     86

TPH vs. TRPH   95
5         7

7         7

2         3
Naval Air Station, Alameda
Results
  SCAPS field operations  were under-
taken at Naval Air Station (MAS), Alameda,
CA,  Site 13 -  Former Oil Refinery, from
the 17th of March through the 6th of April
1994.  Validation  operations were  per-
formed from the 4th through the 6th  of
April 1994.  A total of 37  pushes  were
performed during phase one SCAPS in-
vestigation.  After review of phase one
data, eight validation  pushes were per-
formed each directly followed by a hollow
stem auger boring and sample collection.
Forty-five  samples were collected  from
the eight validation  borings.
  The  calculated fluorescence threshold
was 10,620 relative  fluorescent counts,
with a  corresponding detection threshold
of 137  ppm. Contingency  analysis was
performed on the data. The percentage of
false negatives  was  7 percent versus
TRPH  and 4 percent versus TPH. The
percentage  comparability or percentage
correct versus TRPH was 91 percent and
versus  TPH was 87  percent. These re-
sults are very favorable considering the
comparison between laboratory analytical
methods with 11 percent false  negative
and  87 percent  comparability.  Table 3
summarizes these  contingency results.
LIF vs. TRPH 91
LIF vs. TPH 87
TPH vs. TRPH 87
2
9
2
7
4
11
Guadalupe Oil Field Results
  The SCAPS was  employed at the
Guadalupe Oil Field in San Luis Obispo
County, CA, for subsurface investigation
of diluent contaminated soils on the 23rd
of August through the 2nd of  September
1994. Validation pushes with overborings
and sampling were performed on the 7th
through the 8th  of September 1994.  A
total  of thirty-two SCAPS push holes were
advanced during phase one investigation.
After review of phase  one  data, an addi-
tional four validation holes were pushed,
subsequently overbored, and a total of 23
soil samples collected. Soil samples were
sent  to an analytical laboratory for analy-
sis by EPA Methods 418.1  (TRPH by IR)
and 8015-Modified (TPH by GC/FID).
  The calculated fluorescence threshold
was  350 relative fluorescent counts, with
a corresponding detection threshold of 77
ppm. Contingency analysis was performed
on the data.  There were no false nega-
tives versus TRPH and 6 percent versus
TPH. The percentage comparability or per-
centage correct versus both  TRPH and
versus TPH was 88 percent.  These  re-
sults  are very favorable considering  88
percent comparability between the two
laboratory  analytical  methods. Table  4
summarizes these contingency results.
                  Table 4. Guadalupe Oil  Field Contingency
                          Analysis Results Summary

                                %      % False    % False
                  Comparison   Correct    Positive    Negative
                  LIF vs. TRPH   88

                  LIF vs. TPH     88

                  TPH vs. TRPH  88
                       12        0

                        6        6

                       12        0
                  Conclusions and
                  Recommendations
                    The SCAPS technology was developed
                  to provide  rapid, in  situ,  real-time  field
                  screening of the physical and  chemical
                  characteristics of subsurface soil at  haz-
                  ardous waste  sites. The current configu-

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ration is designed to quickly, and  cost
effectively  distinguish hydrocarbon-con-
taminated areas from unimpacted areas.
Although the LIF POL sensor induces only
the PAH portion of the petroleum hydro-
carbons  to fluoresce, petroleum  hydro-
carbons are the general target analytes.
This capability allows further investigation
and  remediation decisions to be made
more efficiently, on site,  and reduces the
number of samples that  need to  be  sub-
mitted to the laboratory  for costly confir-
matory analyses. A site can then be further
characterized  with reduced numbers of
borings  or wells placed on  a  plume  spe-
cific  sampling  pattern rather than  a  grid.
Remediation efforts can  be directed on
an  expedited  basis  as  a  result  of the
immediate availability of the LIF POL sen-
sor and soil  matrix data. Further,  the
SCAPS CPT platform: (1) allows for the
characterization of contaminated sites with
minimal exposure of site personnel and
the community to toxic contaminants, and
(2)  minimizes the volume of investigation
derived waste (IDW) generated during typi-
cal  site characterization activities.
  As a result of field experience and ef-
forts undertaken to validate the  SCAPS
LIF POL sensor, the following items  are
recommended.
      Further development should be pur-
      sued  to  refine  the  LIF measure-
      ment  technique for expanded use
      in  additional applications such as
      monitoring in situ  remediation.
      Continue research efforts to  de-
      velop better quantitative aspects in
      defining  the dominant chemical
      source of the fluorescence. Improve
      contaminant  discrimination  by
      spectral signature using neural net-
      work pattern recognition techniques
      and developing a database of fluo-
      rescent signatures.
      Develop methods to  compensate
      for  matrix effects using additional
      sensors  and algorithms  account-
      ing  for  grain size distribution and
      volumetric moisture content.
  The U.S.  Environmental  Protection
Agency, through its  Office of Research
and  Development, partially  funded and
collaborated  in the  research described
here  under  Interagency  Agreement
#DW17936217 with the U.S.  Navy.  It has
been subjected to the Agency's  peer and
administrative  review  and has been ap-
proved for  publication as an  EPA  docu-
ment.  Mention  of   trade  names   or
commercial  products does not constitute
endorsement or recommendation for use.

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   William  C. McGinnis and Stephen H. Lieberman are with Control and Ocean
    Surveillance Center,  San Diego, CA 92151.
   Charlita G. Rosa/ is the EPA Project Officer (see  below).
   The complete report, entitled "Field  Validation of a Penetrometer-Based Fiber-
    Optic Petroleum,  Oil, and Lubricant (POL)  Sensor," (Order No. PB98-100472;
    Cost: $21.50, subject to change)  will be available only from
          National Technical Information Service
          5285 Port Royal Road
          Springfield, VA 22161
          Telephone: 703-487-4650
   The EPA Project Officer can be contacted at
          Environmental Sciences Division
          National Exposure Research Laboratory
          U.S. Environmental Protection Agency
          Las Vegas, NV 89193-3478
United States
Environmental Protection Agency
Center for Environmental Research Information
Cincinnati, OH 45268
      BULK RATE
POSTAGE & FEES PAID
         EPA
   PERMIT No. G-35
Official Business
Penalty for Private Use
$300
EPA/600/SR-97/055

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