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					 Basic 3 - arm Continuous Dipmeter Calculations This Section deals
					with the 3 arm dipmeter calculations that were performed in
					the early days of dipmeter logging. These tools are no
					longer run but the dip data can be found in well files. To
					use that information, it pays to know how the calculations
					were made and their limitations.
 
					The computation of
			early dipmeter data has been handled in one of three
                general ways: manual processing, combination of manual and computer
                processing, and total computer processing. Manual
                correlation and computation methods were developed first and there
                are several different methods of doing the work. The dipmeter
                curves must first be correlated; this may be done by slipping
                a print of a log under the film used to make the print and measuring
                the depth displacement between peaks and valleys on the curves.
                Pad number one is used as a reference to measure displacements
                to each of the other curves. Another
                method of curve correlation uses an optical comparator, a system
                of mirrors and lenses which allow the user to optically lay one
                curve over another and shift it up and down. The amount of shift
                is measured mechanically on a dial and is recorded as the displacement. After
                these correlations have been made, the azimuth of the number one
                electrode, the borehole deviation angle, the relative bearing,
                and the borehole diameter from the calipers are recorded. This
                information, plus the depth, is necessary to compute the dip angle
                and dip direction of a point referenced to magnetic north. Because
                true dip is referenced to true north, we must also account for
                magnetic declination of the region. Mathematical
                formulas to solve this geometric puzzle are given later in this
                Chapter. The manual calculation of dip magnitude and direction
                with the above information was made in several ways: by using
                a calculator and trigonometric tables, a scientific programmable
                calculator (after 1970) with trig functions, a mathematically
                derived physical computing device (in other words, an analog computer),
                or stereographic nets, the latter being the most common manual
                method used in the past. A very small amount of hand calculator
                work is still done today. Another
                method of dipmeter computation utilized manual correlation and
                computer reduction of the data. This type of processing was originally
                developed to minimize turnaround time and to allow the tedious,
                time consuming computation and plotting of results to be performed
                by a digital computer. This may still be done today for re-computation
                of continuous dipmeters recorded on paper, or on 7 track digital
                tapes (which are unreadable by most modern computers) for which
                the paper records are still available. The
                most recently developed system of computation is computer correlation
                and calculation from data on digital magnetic tape. The data from
                the magnetic tape is entered into a digital computer and processed.
                In the correlation program, the digital information representing
                the dipmeter curves is stored in memory and the data from one
                trace is compared to the other traces to determine the vertical
                displacement between the traces. After these displacements are
                calculated, the tool orientation information is used to compute
                the actual formation dips. The
                standard correlation process is performed by a mathematical function
                called cross-correlation, in which the offset distance between
                events on two curves are found. The distance between the center
                and the maximum amplitude on the correlagram indicates the displacement
                between the two curves. The offsets for all curve pairs are then
                adjusted to obtain the offsets relative to the center of the correlation
                interval. More exotic forms of correlation, some based on pattern
                recognition theory, are used in the newer programs.  The
                length of the portion of the curve being correlated is called
                the correlation interval, correlation length, or correlation window.
                Correlation interval is usually between one and four feet, but
                can be smaller or larger. The correlation is calculated at regular
                intervals along the log. The distance between correlations is
                called the step distance and is usually 1/2 to 1/4 of the correlation
                interval. One dip value is calculated at the center of each correlation
                window, and the dip value is plotted at each step distance. 
				 In
				order to determine how far up and down each adjacent curve the
				correlation is to be performed, a search angle is defined. In
				moderate structural dip the search angle is usually 45 degrees,
				but if expected dips are low, the angle can be reduced to
				eliminate noise, or spurious dips caused by erratic wiggles on
				the curves. Some computer programs use a search length instead
				of a search angle. In steep dips, a higher search angle is
				required. These terms are illustrated at the right. 
				Dipmeter computation definitions
				 The
                number of dips computed from computer processed logs can be any
                density required for a particular purpose. For structural analysis,
                normal densities range from one computation every one or two feet
                to one computation every ten feet. In those instances where additional
                information is required, such as for stratigraphic analysis, points
                as close as every few inches can be computed. The
                usual way to describe these parameters is in the form CORR x STEP
                x ANGLE. For example a 4 x 1 x 45 process uses a 4 foot correlation,
                a 1 foot step, with a 45 degree search angle. The recommended
                defaults for dipmeter processing are:   Low
                angle structural dip: 4 x 2 x 45 eg: normal or reverse faults,
                folds  High
                angle structural dip: 8 x 4 x 80 eg: overthrust faults, recumbent
                folds  Sand
                body stratigraphic dip: 2 x 1 x 30 eg: beach, bar, channel, drape  Complex
                stratigraphic dip: 1 x 0.5 x 30 eg: submarine fan, scree slope,
                turbidite A
                fourth parameter is sometimes used to indicate that the program
                can search farther up the curve if no correlation is found. This
                is shown as:4 x 2 x 35 x 2
 which allows the program to use a 70 degree search angle after
                failing at 35 degrees.
 The
                effect of a shorter correlation interval is shown below, where only regional dip is found in the long interval
                case, and stratigraphic dip is superimposed on the regional when
                a short interval is used.  
				 Regional and stratigraphic dipmeter computation
                using different correlation interval
 The
                problem with dip determination by cross-correlation is that it
                does average all dips found in the correlation interval. If both
                structural and stratigraphic dips are present, the average may
                not reflect either of them correctly, regardless of the correlation
                interval. Regional dip is therefore usually chosen in a nearby
                shale or bedded carbonate thick enough to give an accurate result,
                without interference from stratigraphic events. Many
                dipmeters have been computed with inappropriate parameters and
                could be improved by re-computation with a better choice of values.
                The defaults shown above are just starting points. In particular,
                parameters for steeply deviated holes may need considerable experimentation
                and variation throughout the hole.  To compute the displacements between the wiggles on a three curve
                continuous dipmeter, we could correlate at each computation level,
                defined by the correlation length, a segment of curve 1 with curve
                2 first, and then correlate a segment of curve 2 with curve 3.
                The two displacements found would be sufficient to determine the
                dip. However, we might just as well have correlated curves 2 and
                3 then curves 3 and 1, or curves 3 and 1 and then 1 and 2. All
                three combinations of displacement pairs should in theory define
                the same bedding plane, and the same dip. If they do not, a closure
                error exists. In
                manual correlations, one could correlate three pairs, determining
                three displacements. For perfect closure, the algebraic sum of
                the displacements must be zero. Usually, because of the inaccuracy
                of the optical comparator, a small closure error existed. This
                error could then be distributed among the three displacements
                as a small correction before final determination of the dip. In
                practice, this was an onerous task, and two pairs were often picked
                with no attempt to determine closure error. In
                automatic correlations, two kinds of closure errors can occur:
                small ones due to minor variations in shape between the three
                curves, and large errors. Small errors are handled as for manual
                computation.  When
                a large error exists, it is because at least one of the correlations
                is in error - the same geological event is not being picked on
                all three pairs. In manual correlation, a large error was usually
                fixed by re-picking one of the correlated curves. For an automatic
                computation, we have to choose between three possible computable
                dips, only one of which may be correct. There are no strong mathematical
                rules to choose the correct dip. If closure error is large, the
                usual procedure is to compute no result and display no dip arrow. The
                three arm tool is also vulnerable to adverse hole conditions.
                If one curve degenerates, for instance when one pad fails to make
                a good contact with the borehole wall, the computation of dip
                cannot be made at all. This happens often in deviated holes or
                in out-of-round holes, resulting in more intervals with no result.
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