USGS Mine Drainage Newsletter
U.S. Department of the Interior - U.S. Geological Survey
NUMBER 4, December 1995
The information on this website is for administrative use only.
It should not be quoted or cited as a publication.
Application of the Microbial and Spectral Reflectance Technique
(MAST) to the Identification of Acid Mine Drainage at Contrary
Creek, Louisa County, Virginia
by Eleanora Robbins (1), John Anderson (2), Marta Flohr (1),
Gordon Nord, Jr. (1), Melvin Podwysocki (1), Byron Prugh, Jr.
(3), Mark Stanton (4), and Palmer Sweet (5).
(1) U.S. Geological Survey, Reston, VA; (2) U.S. Army Topographic
Engineering Center, Alexandria, VA; (3) U.S. Geological Survey,
Richmond, VA; (4) U.S. Geological Survey, Denver, CO; (5)
Virginia Division of Mineral Resources, Charlottesville, VA
Introduction

Figure 1. Locality map showing location of Contrary Creek and
neutral tributary (drain). Location of the Sulphur Mine is
noted. (From Anderson and others, 1995).
Contrary Creek in Louisa County (Fig. 1), arguably the worst acid
mine drainage (AMD) site in Virginia, receives drainage from five
abandoned pyrite mines including the Sulphur, Boyd Smith, and
Arminius Mines. The pyrite, which was mined for production of
sulfuric acid, occurs in lenses up to 50 feet thick and several
hundred feet long in the Cambrian Chopawamsic Formation, a pile
of metamorphosed mafic to felsic volcanic rocks (Pavlides, 1989;
Rankin, 1994). Iron gossan, copper, and pyrite were mined at
intervals between 1834 and 1922 (Poole, 1973; Sweet and others,
1989). At the Sulphur Mine, underground mine workings include
several drifts that undercut Contrary Creek. Although Contrary
Creek is noted for gold panning, only data on silver production
have been published (Sweet, 1976).
Table 1
Dissolved Metals in Contrary Creek, Virginia
Metal Concentration
(micrograms per liter)
Cd 5
Cu 320
Fe (total) 11,000
Pb 8
Mn (total) 870
Ni 6
Zn 1,900
Sample collected November 6, 1989 (Prugh and others, 1990).
Water flowing through fractures in sulfide-rich country
rocks and mine tailings has led to a continuous discharge of
acidic drainage into Contrary Creek since mining began. Attempts
to remediate the AMD have not been successful. Typical pH values
in the perennial creek are about 3.5 (Bell and others, 1990),
with a high of 4.8 in November 1989 (early winter) and a low of
2.9 in September 1991 (late summer). Dissolved metals in the
creek were measured in November 1989 (Table 1). This same creek
is fed by near-neutral ground-water seeps and tributaries. The
pH of one such tributary ranges from 6.0 to 6.5 (Anderson and
others, 1995).
The continuing generation of AMD at Contrary Creek presents
an opportunity for a diverse and ever-expanding team of
scientists, the "Red Slime Team", to bring the knowledge, tools,
and techniques of their respective disciplines to bear on the
problem. The team consists of scientists and engineers from the
Geologic and Water Resources Divisions of the U.S. Geological
Survey, and also from the U.S. Army Corps of Engineers-Topographic
Engineering Center and the Virginia Division of
Mineral Resources of the Virginia Department of Mines, Minerals
and Energy, who will jointly design the study and collect and
analyze the data. The results of the study will be disseminated
to team members from the U.S. Bureau of Mines (and successor
agencies), Office of Surface Mining, U.S. Environmental
Protection Agency, National Park Service, and Pennsylvania
Division of Environmental Resources, who will apply the findings
and provide independent tests of hypotheses.
Hypotheses presently being tested by the team are: (1) that
the pH of iron-rich streams can be approximated using remote
sensing methods to distinguish acidic from near-neutral
chemistries (Robbins and others, 1995) and (2) that the specific
conductance of acidic waters can be estimated by spectral
measurements. We have applied the acronym "MAST" (Microbial And
Spectral reflectance Technique) to the remote sensing
methodologies being tested. The hypotheses are based on
observations in the visible and reflective-infrared parts of the
spectrum that suggest that the iron precipitates of neutral iron
bacteria have different spectral responses compared to those of
acid iron-oxidizing bacteria. In essence, the iron bacteria that
thrive in near-neutral-pH waters actively precipitate iron oxide
minerals that appear red or red-orange in the visible spectrum,
whereas the iron-oxidizing bacteria that thrive in acid pH water
actively precipitate iron oxide minerals that appear yellow or
yellow-orange ("yellow boy").

Figure 2. In situ averaged field spectra for precipitates in acid
(solid line) and near-neutral (dashed line) streams. Both acid
and near-neutral bacterial precipitates have distinct spectral
properties in the visible and near reflected infrared (NIR) parts
of the spectrum which are temporally and spatially consistent.
Both the acid and near-neutral bacterial precipitates have
intense ferric-iron absorption features in the ultraviolet (UV)
part of the spectrum (wavelengths < 400 nm), causing a diminished
reflectance in the blue and green parts of the spectrum. Both
groups also have additional weaker absorption features in the
800-900 nm (NIR) region. Both the UV and the NIR features are
due to electronic absorption bands related to the valence shell
states in the ferric iron atom. However, both the amplitude of
the reflectances in the two groups as well as the exact positions
of their absorption features are sufficient to distinguish and to
identify the two different groups of iron precipitates. (After
Anderson and others, 1995).
Microbial Sampling - Methods
Three different microbial precipitates are being studied and
compared from acid and neutral water. Because the three types
have different colonizing habits, they are collected differently.
(1) Loose flocculates (flocs) that lie on the stream bottom are
collected with eyedroppers and are then stored in vials. (2)
Oil-like films floating on top of the water are collected by
slipping a microscope slide under the films and lifting them off
to dry. (3) Precipitates that attach themselves to a substrate
are collected on microscope slides that are left in the water for
a duration of about one month in order to study benthic microbial
succession throughout the year. Each of these sample types are
being subjected to microbial identification techniques, spectral
reflectance measurements, and x-ray and electron diffraction
analyses.
Microbial Sampling - Results
The near-neutral flocs include a typical suite of neutral
iron bacteria (Robbins and Norden, 1995) including Gallionella
ferruginea, Leptothrix cholodnii, L. ochracea, Siderocapsa sp.,
and Toxothrix trichogenes, along with diatoms, fungal hyphae, and
fecal pellets (Plate 1, images 2-6). Neutral films contain long
and short rods and rod chains, along with L. cholodnii and L.
discophora (Plate 1, image 8). Neutral precipitates contain long
and short rods, rod and coccus chains, L. cholodnii, abundant L.
discophora, and diatoms (Plate 1, images 10 and 11). The acid
flocs tested positive for thiobacilli activity and contain short
rods only (Plate 1, fig. 1). The acid films and acid
precipitates also contain short rods only (Plate 1, images 7 and
9).
Figure 3. A plot of spectral reflectance versus wavelength for
wet and dry samples of ferric-iron bacterial flocs.
Spectral curves A and B show the
acid and neutral bacterial flocs, in their native water media.
Measurements were made on water-suspended flocs within a 4-mm-deep i
sample holder. The flatness of these spectral curves at
wavelengths greater than 1400 nm is due to intense absorption by
liquid water in this spectral region. The absorption features at
approximately 950 and 1200 nm are due to less intense water
absorption. Note that the acid floc is brighter than the neutral
one, a characteristic verified by spectra taken above the floc-laden i
water bodies in the field. The falloffs in reflectance
from the 750 nm peak towards 500 micrometer and 900 nm are
characteristic of ferric iron absorption bands centered in the
800-900 nm (NIR) and ultraviolet regions (< 400 nm). The falloff
in reflectance from 750 nm towards 900 nm is more intense for the
acid flocs. Spectral curves C and D represent the same flocs,
but air dried in their sample holders at room temperature. The
absorption features at 1400 and 1900 nm are due to hydroxyl anion
and water, respectively. Note that the acid floc has an overall
greater reflectance, especially in the NIR, as well as a more
intense absorption band centered in the NIR region compared to
the neutral floc. Spectral curves for dried flocs normally are
brighter than their wet equivalents. However, because the flocs
have a tendency to fragment into irregular polygons with curled
up edges (see also Plate 1, fig. 7) while drying, the spectrally
neutral flat black paint of the sample holder is exposed, thus
diminishing the overall brightness of the air dried samples.
Spectral Measurements - Methods
Field spectral measurements for wavelengths from 350 to 950
nanometers (nm) are taken of the flocs in shallow water. Data
are collected at a height of 1 m above the water surface using an
Analytical Spectral Devices (ASD) PS-II Spectroradiometer. This
technique was repeated monthly in the field for an entire year
(Anderson and others, 1995). Data collection methods follow
those of Satterwhite and Henley (1990). A five-degree field-of-view
is used to gather spectra in an 8-cm sampling spot. Water
depth averages 5 cm in the neutral tributary and 8 cm in the acid
creek. All spectra are collected at a nadir viewing angle in
direct sunlight and referenced to a halon (Spectralon)1 standard.
Measurements of the distinct spectra also have been
successfully repeated with a Digital Multispectral Video system
using a light fixed-wing aircraft flying at 5500 ft above ground
surface. The aerial experiments indicate that the technique
probably will be useful for identifying point-source AMD
incursions into streams using more sophisticated imaging
spectrometer systems.
Laboratory spectral reflectance measurements were taken for
wavelengths from 400 to 2500 nm using a Beckman 5240 spectrometer.
The most useful data reside in the 650 to 1300 nm
near-infrared (NIR) window.
Figure 4. Atomic models of two-line ferrihydrite (a and b) and
goethite (c). The 8-sided polygons are FeO6- octahedra
representing 6 oxygens at the apices and one Fe+3 atom in the
center. The small atoms bonded to the corners of the octahedra
are hydrogen. Two different ways of combining FeO6- octahedra at
the edges and corners are shown in a and b. Either of these
combinations have been suggested to represent the structure of
two-line ferrihydrite (Waychunas and others, 1993). The small
size of the crystals gives rise to very broad X-ray diffraction
maxima. After heating the ferrihydrite for 10 hours at 90
degrees C, one broad maximum characteristic of the mineral
goethite appears in the X-ray diffraction pattern. The atomic
model in 4c is goethite, FeOOH, and the size of the unit cell is
shown in the center of the model. One can see that the
combinations in 4a and 4b are parts of the goethite structure.
The two lattice planes, {110}, indicated in the goethite model
contain the greatest density of Fe atoms. X-ray diffraction from
these planes gives rise to the characteristic broad maximum at
4.18 Angstroms.
Spectral Measurements - Results
The field spectral measurements clearly differentiate between the
higher reflectance of the more yellow colors in acid waters and
the lower reflectance of more red colors in neutral waters (Fig.
2). Laboratory results corroborate field measurements that show
wet acid flocs brighter than neutral flocs in the 500 to 950 nm
range (cf. figs. 2 and 3). The ferric iron absorption band
centered in the 800 to 900 nm region is more intense in the acid
than in the neutral floc. Given the similar particulate sizes of
the acid and neutral flocs, the brightness difference may relate
to greater long-range order in the ferrihydrite of the acid
flocs.
Mineralogical Analysis
X-ray diffraction patterns of both the acid and the neutral
flocs show the presence of a poorly crystalline phase known as
two-line ferrihydrite (2.5 Fe2O34.5 H2O, also known as
"protoferrihydrite"; Chukhrov and others, 1974).
Ferrihydrite from the acid floc shows a
characteristic broad peak at 2.5 Angstroms (); the amplitude of
this maximum is twice that of the neutral floc. The ferrihydrite
in the acid floc is better organized (larger crystal size) than
that in the neutral floc and is similar to that found in AMD
sites by Ferris and others (1989). In contrast, more completely
crystalline six-line ferrihydrite has been found in some circum-neutral
and acid springs located in the former Soviet Union and
at Santorini, Greece, by Chukhrov and others (1974).
Plate 1.
Acid loose yellow floc
Neutral loose red floc
2. L. ochracea (Lo) (straws) colonized by Siderocapsa sp.
(Si) (globular)
3. Fungal hypha (septate)
4. diatom
5. fecal pellet of zooplankton
6. Gallionella ferruginea (G) (braid)
Acid oil-like film
7. short rods (sr) (note cracks in dried film)
Neutral oil-like film
8. short rods (sr), long rods (lr), rod chain (rc), and
holdfasts of L. discophora (Ld)
Acid settle
Neutral settle
10. diatom
11. short rods (sr), long rods (lr), rod chains (rc), and
holdfasts of L. discophora (Ld)
Heating the acid floc at 90 degrees C shows the growth of a
goethite-like (FeOOH) structure after 10 hours, distinguished
only by the appearance of the {110} diffraction peak at 4.18 Angstroms
(Fig. 4). Formation of goethite appears to be a post-bacterial
phenomenon. Ferrihydrite does not coarsen or increase its long-range
order under the same heating conditions.
Discussion and Conclusions
In conclusion, the intent of our project is to correlate
water chemistry, bacteria, and degrees of crystallinity of the
iron-hydroxide minerals with the shapes of the visible and NIR
spectral curves. The end product should be a useful ground-based
and airborne remote sensing technique that can be applied to a
variety of water-quality problems faced by various federal,
state, and local agencies.
The techniques described here are intended for application
to perennial streams, but application of a similar
remote-sensing approach to ephemeral streams in arid environments may also
prove to be productive.
REFERENCES
Anderson, J.E., Robbins, E.I., and Podwysocki, M.H., 1995
(submitted), Evaluating spectral reflectance of bacterial
precipitates in acid-mine and neutral drainage to monitor water
quality at Contrary Creek, Mineral, Virginia: A possible
technique for remotely sensing acidified watersheds: Remote
Sensing of Environment, 20 p.
Bell, P.E., Herlihy, A.T., and Mills, A.L., 1990, Establishment
of anaerobic, reducing conditions in lake sediment after
deposition of acid, aerobic sediment by a major storm:
Biogeochemistry, v. 9, p. 99-116.
Chukhrov, F.V., Zvyagin, B.B., Gorshkov, A.I., Yermilova, L.P.,
and Balashova, V.V., 1974, Ferrihydrite: International Geology
Reviews, v. 16, p. 1131-1143.
Ferris, F.G., Tazaki, K., and Fyfe, W.S., 1989, Iron oxides in
acid mine drainage environments and their association with
bacteria: Chemical Geology, v. 74, p. 321-330.
Pavlides, Louis, 1989, Early Paleozoic composite melange terrane,
central Appalachian Piedmont, Virginia and Maryland, its origin
and tectonic history, in Melanges and Olistromes of the U.S.
Appalachians: Geological Society of America, Special Paper 228,
p. 135-193.
Poole, J.L., 1973, Iron sulfide mines in Virginia: Virginia
Minerals, v. 19, p. 29-33.
Prugh, B.J., Jr., Easton, F.J., and Belval, D.L., 1990, Water Resources
Data, Virginia, Water Year 1990. U.S. Geological Survey Water-Data
Report VA-90-1.
Rankin, D.W., 1994, Continental margin of the eastern United
States: Past and present, in Speed, R.C. (ed.), Phanerozoic
evolution of North American continent-ocean transitions:
Geological Society of America, Decade of North American Geology,
Continent-Ocean Transect Volume, p. 129-218.
Robbins, E.I., and Norden, A.W., 1995, Microbial oxidation of
iron and manganese in wetlands and creeks of Maryland, Virginia,
Delaware, and Washington. D.C., in Chiang, S.H., (ed.),
Pittsburgh Coal Conference Proceedings: Coal -- Energy and the
Environment, v. 2, p. 1154-1159
Robbins, E.I., Anderson, J.E., Podwysocki, M.H., Edenborn, H.M.,
Eggleston, J., Growitz, D., Kleinmann, R.L., Norden, A.W.,
Passmore, M., Prugh, B.J., Jr., Stanton, M.R., Sweet, P.C., and
Vandyke, T.M., 1995, Red slime, oily films, and black rocks--Sensing
the iron bacteria that make neutral streams look acid, in
Carter, L. (ed.), USGS McKelvey Forum on Energy and the
Environment: U.S. Geological Survey Circular 1108, p. 109-111.
Satterwhite, M.B., and Henley, J.P., 1990, Hyperspectral
signatures (400 to 2500 nm) of vegetation, minerals, soils,
rocks, and cultural features: Laboratory and field Measurements:
U.S. Army Corps of Engineers Engineer Topographic Laboratories
Report ETL-0573, p. 21-24.
Sweet, P.C., 1976, Silver in Virginia: Virginia Division of
Mineral Resources Virginia Minerals, v. 22, p. 9-11.
Sweet, P.C., Good, R.S., Lovett, J.D., Campbell, E.V.M., Wilkes,
G.P., and Meyers, L.L., 1989, Copper, lead, and zinc resources in
Virginia: Virginia Division of Mineral Resources, Publication 93,
185 p.
Waychunas, G.A., Rea, B.A., Fuller, C.C., and Davis, J.A., 1993,
Surface chemistry of ferrihydrite: Part 1. EXAFS studies of the
geometry of coprecipitated and adsorbed arsenate: Geochimica and
Cosmochimica Acta, v. 57, p. 2251-2269.
|