Chapter DB
DATABASE CREATION AND RESOURCE EVALUATION
METHODOLOGY
By R.M. Flores
in U.S. Geological Survey Professional Paper 1625-A
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DATABASE CONSTRUCTION
Data for the Fort Union Formation and equivalent units
were obtained mainly from drill holes and subordinately from measured sections
in outcrops used as control points. Data from 18,207 drill holes were collected
from government and private industry sources for this assessment. More
than seventy-five percent of these drill holes are from coal exploratory
drilling and development, and the rest are from oil and gas exploration.
Thus, the basic entity of the database is a drill hole bored vertically
from a surface location. Information from this drill hole is either in
the form of driller’s or geologist’s lithology logs from rotary drill cuttings
or cores, and geophysical logs (for example, gamma ray, density, neutron,
resistivity, and spontaneous potential). The digital files of the geophysical
logs are not included in the database.
The geophysical logs, which make up a large part of the
drill-hole information, require special analysis to measure the thickness
of coal beds and related rocks. The precision and accuracy of measurement
of thickness of coal beds and adjacent rocks on geophysical logs depend
on the speed of logging, scale of the log, type of log, type of equipment,
and instrument settings (Vaninetti and Thompson, 1982; Wood and others,
1983). Perhaps the most important part of the log analysis is the ability
of the user to identify the top and bottom of the beds by using the points
of inflection and mid-point of inflection methods (Wood and others, 1983,
p. 55). The points of inflection method requires picking the top and bottom
of the beds where the curves change directions. The mid-point inflection
method requires picking the top and bottom of the beds at points midway
between the points of inflection and the initial peak. Thus, the value
and accuracy of the geophysical logs in measuring the thickness of coal
beds and adjacent rocks varies with the experience of the users. However,
because the Fort Union coal beds are very thick, the “operator’s error”
with the use of either method is considered negligible. In addition, the
mining practice for these thick coal beds is to discard some of the top
of the bed and leave the bottom of the bed in place during mining, both
of which consist commonly of a “dirty” coal or carbonaceous shale considered
uneconomic.
The basic information required for the StratiFact database
manager from each drill hole includes: (1) point identification and geographic
location; (2) stratigraphy; and (3) depth-based coal analytical data. More
information on file designs or configuration of the database manager can
be found in the guide to StratiFact published by GRG Corporation (1996).
DRILL-HOLE LOCATION
AND STRATIGRAPHIC DATA
The drill-hole identification is typically a unique hole
number or a hole name. Drill-hole location coordinates were entered in
coordinate systems (Universal Transverse Mercator system, latitude and
longitude system, or state plane survey). Drill-hole elevation data were
entered as part of the location format. The rock types (for example, coal,
sandstone, siltstone, mudstone, etc.) were entered along with the top and
bottom depth of the lithology and lithology name. A “rock” name was entered
when the lithology between the coal is either undifferentiated sandstone,
siltstone, and mudstone or unidentified. Additionally, the stratigraphic
data contain formation names (for example, Fort Union Formation), subdivisions
labeled as coal zones (for example, Wyodak-Anderson) consisting of one
or more coal beds, and unassessed zones above and below this zone. The
assessed and unassessed zones are identified according to the names of
coal beds contained within the zones and/or members of the formation in
which they exist. A drill hole may penetrate one or more stratigraphic
formations or members of a formation that contain alternating coal beds
and rock types. The coal beds are recognized by standard nomenclature and
may exist in one or more members and in a formation.
COAL ZONE
Throughout a basin of coal deposition, individual coal
beds may either thicken or thin, merge or split into thinner beds separated
by rock units (for example, sandstone, siltstone, mudstone), or pinch out.
Coal splits into two or more beds that gradually thin or pinch out or interfinger
with clastic rocks. Thus, a “zone” or an interval of coal beds and interbedded
rock units will contain coal in one or more beds, and this “zone” is more
correlatable over a wide area than are the component coal beds.
The term coal zone is used in this investigation
to define related coal beds that are in stratigraphic proximity to each
other but may not be all as one unit. Coal-zone names are either adopted
from accepted nomenclature or are selected from the coal-bed names that
are inclusive, from bottom to top of the interval, of contained coal beds.
Figure DB-1 is a diagrammatic representation
of variation of a coal zone that reflects the study areas in the Powder
River, Williston, Hanna, Carbon, and Greater Green River Basins. A coal
zone in these basins typically contains from one to as many as eleven coal
beds (for example, Wyodak-Anderson coal in the Powder River Basin). As
exemplified by the Wyodak-Anderson coal zone in the Powder River Basin,
the coal beds, from west to east, are split by fluvial deposits, merge
into one thick bed, resplit, and remerge into another thick bed (fig.
DB-1). In addition, the associated coal beds thin westward and pinch
out or abut against “want areas” or fluvial channel deposits. In this example,
separate coal beds may exist within the coal zone at some places, but some
beds may be missing elsewhere. In addition, a coal zone in one area may
be interconnected with the same coal zone in an adjoining area by either
a coal bed at the top, in the middle, or at the bottom of the coal zone
(fig. DB-2). Thus, the laterally juxtaposed
coal zone forms either a series of “onlapping” or “zigzagging” patterns
(fig. DB-2) throughout the basin of deposition.
Consequently, because of very complicated correlation and non-correlation
of coal beds within the coal zone, the coal resource assessment is more
easily performed on the coal zone rather than on the coal bed. The continuity
of the coal zone over a large area makes it more amenable to more accurate
calculations of coal resources than would assessment of individual beds.
CORRELATION
The coal zone is established in order to correlate in
detail the various coal beds and associated rock types. Correlation of
coal beds is guided by the regional and local geologic structures and lithofacies
association or depositional settings of associated rock types. That is,
differences in depths of coal beds may be explained by the structural dip
of rocks and/or by structural faults and folds (Whitacker and others, 1978;
Broadhurst and Simpson, 1983; Weisenfluh and Ferm, 1984). In addition,
occurrences of coal beds near the surface may be controlled by ancestral
(for example, glacial) and modern (for example, river) erosion. More importantly,
the environments and related processes at the time of deposition or accumulation
of the coal beds (as peat deposits) influenced their lateral extent or
continuity (Wanless, 1955; Ferm, 1970; Ferm and Staub, 1984; Flores, 1986).
That is, highly dynamic environments such as deltas and rivers, which laterally
switched back and forth (avulsion process) during their existence, are
prone to develop very discontinuous associated peat swamps that form coal.
This process of avulsion makes correlation of coal beds difficult unless
it is aided by very closely spaced drill holes. In general, inactive areas
associated with these environments, such as floodplains, interdeltas, and
abandoned deposits, are prone to development of associated laterally extensive
peat swamps and subsequent coal beds. This allows uncomplicated correlation
of coal beds requiring less closely spaced drill holes. However, when these
environments were overrun by rivers and/or deltas, the accumulation of
associated peat deposits was interrupted, resulting in nondeposition of
coal beds. Once these rivers and deltas shifted elsewhere (for example,
topographic low areas) the same area may have been reoccupied by peat swamps
and the coal deposition may resume. These processes may explain the variable
continuity of the coal beds as well as their splitting and merging to form
coal zones within the same area of deposition. When these processes are
repeated contemporaneously basinwide, the result is “onlapping” and “zigzagging”
of coal beds and zones. Thus, continuity of coal beds and/or zones and
associated rock types is a function of their depositional environments,
and the degree of reliability of correlation is determined by the spacing
of drill holes that indicate the lateral variations imposed by these geological
factors.
Palynology has been applied throughout the assessment
region to provide a biostratigraphic (“palynostratigraphic”) framework
for correlation of coal beds and zones. A palynostratigraphic zonation
was developed from reference sections in selected outcrops, coal mines,
and cores that are correlated to subsurface drill-hole data. The Fort Union
Formation and equivalent rocks were divided into six palynostratigraphic
zones designated P1 (lowermost Paleocene) through P6 (uppermost Paleocene)
by Nichols (1994; 1996). The palynostratigraphic zonation is the basis
for age determinations of individual coal beds and zones, and for correlations
of coal-bearing rocks between basins in the assessment region.
COAL ANALYTICAL
DATA
Each coal sample locality and/or drill hole is identified
by a unique number and name. When possible the original location number
and name were retained from the drill hole where the coal sample was collected.
Location coordinates were recorded in Universal Transverse Mercator, latitude
and longitude, and state plane coordinate systems. The coal analytical
data consist of proximate and ultimate analyses from drill holes and mine
locations. Guidelines for sampling to ascertain the rank and chemical,
mineralogical, petrographic, and geophysical and physical properties of
coal are discussed by Swanson and Thompson (1976). The proximate analysis
includes the moisture, volatile matter, fixed carbon, and ash contents
(on an as-received, moisture-free or dry, and ash-free basis). The ultimate
analysis consists of the hydrogen, carbon, nitrogen, sulfur, oxygen, and
ash contents (on an as-received, moisture-free or dry, and ash-free basis).
The calorific or heat value (Btu/lb), forms of sulfur (sulfate, pyritic,
and organic), and chemistry/mineralogy of the ash (for example, aluminum,
calcium, manganese, potassium, silicon, and/or sodium oxides) are also
included. Prescribed methods for analyses of these physical and chemical
properties of the coal are discussed in American Society for Testing and
Materials (1997).
The geochemical dataset includes the 12 trace
elements of environmental concern named in the 1990 Clean Air Act Amendments
(antimony, arsenic, beryllium, cadmium, chromium, cobalt, lead, manganese,
mercury, nickel, selenium, and uranium). These data were entered in a spreadsheet
format and each data entry includes the name of the coal bed or zone from
which the coal sample was collected. The coal quality and geochemistry
data from each sample location was linked to either the actual drill hole
from which the sample was taken or to the nearest stratigraphic drill hole
using the point identification number and the name of the coal bed/zone.
This method relates the coal quality and geochemistry data to the coal
stratigraphy, permitting spatial analysis and ultimately the use of coal
quality (for example, rank, total sulfur, SO 2 per million Btu) in reporting
the coal resources.
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