Rapp. P.-v. Réun. Cons. int. Explor. Mer, 189: 35 3-36 2. 1990 Sound scattering by zooplankton Timothy K. Stanton Stanton. Timothy K. 1990. Sound scattering by zooplankton. - Rapp. R-v. Réun. Cons. int. Explor. Mer, 189: 353-362. Accurately predicting abundances of zooplankton using sonar systems requires knowledge of the acoustical scattering properties of the animals. Im portant to the scattering properties are the size, shape, composition, and orientation of the animal. Recently, I have derived an analytical expression describing the scattering of sound by deformed cylinders of finite length and demonstrated reasonable-to-excellent agreement between the solution and scattering data involving Durai (a metal alloy similar to aluminum), shrimp, euphausiids, and fish. The solution was derived to apply to elongated objects and was made general enough to allow for (1) bending of the cylinder axis, (2) tapering of its cross-section, and (3) elastic materials and composites such as an elastic shell filled with fluid. To within certain limitations, orientation of the animal can be taken into account. In addition, in order to facilitate calculations of backscattering strengths, I have derived simple approximate formulas for the sphere, prolate spheroid, straight finite cylinder, and uniformly bent finite cylinder. In this paper, I review the methodology and results of my recent studies. The results suggest the bent finite-length fluid cylinder as a promising model to describe the scattering of sound by elongated animals. Timothy K. Stanton: D epartment o f Geology and Geophysics, University o f W iscon sin, 1215 West Dayton Street, M adison, Wisconsin 53706, USA. Present address: W oods Hole Oceanographic Institution, W oods Hole, Massachusetts 02543, USA. Introduction In order to use sonars to estimate abundance of marine organisms such as fish and zooplankton, accurate acous tic scattering models must be employed. Describing the scattering of sound by organisms in an exact manner is extremely difficult if not impossible. The solutions are usually approximate, empirical, or numerical. For ex ample, Love (1971, 1977) has published empirical for mulas describing backscattering cross-sections of fish for a wide range of L/X where L is the length and X is the acoustic wavelength. Foote (1985) has successfully nu merically evaluated the Helmholtz-Kirchhoff integral (with the Kirchhoff approximation) to describe scatter ing from the complex swimbladders of some fish. To date, attempts to describe scattering by elongated zooplankton such as shrimp or euphausiids have in volved either the Anderson fluid-sphere model (A n derson, 1950) or a Love equation (Penrose and Kaye, 1979). A Love equation would, at best, describe highfrequency scattering ( L A > 1 ) . Greenlaw (1977) and Richter (1985) have demonstrated that for ka > 1 where k is the acoustic wavenumber and a is the equivalent spherical radius of the animals, their backscatter data rise above the theoretical predictions. It is not surpris ing that a fluid-sphere model would not adequately 23 Rapports et Procès-Verbaux describe the scattering from elongated animals (length/ width ~ 10). Recently, I have derived a general analytical expres sion describing the scattering of an incident plane wave of sound by arbitrarily deformed cylinders of finite length (Stanton, 1989a). The theory, involving a modal series solution, is general enough so that the cylinders can be arbitrarily bent (radius of curvature can vary along the axis) and the cross-section can vary along the axis provided the bends and rate of change of tapering are gradual. The composition can be fluid, elastic, or a combination such as an elastic shell filled with fluid. The direction of the incident wave, direction of receiver position vector, and orientation of the cylinder can all be arbitrary within a limited range of angles so that normal or near-normal incidence is maintained to all tangents of the bent axis (i.e., at end-on incidence, the solution breaks down). This work was preceded by Stanton (1988a) and Stanton (1988b) where specific so lutions for the straight fluid and straight elastic finite cylinders were derived and compared with existing data. In addition to the general modal series solution, I have derived simple approximate formulas describing the backscattering of sound by the sphere, prolate sphe roid, straight finite cylinder, and uniformly bent finite cylinder. This was done to help facilitate the otherwise 353 time-consuming effort in scattering predictions. The work represents a refinement and generalization of Johnson's (1977) original development of the “highpass” scattering model of a fluid sphere. The “highpass” model is, in essence, a “sm oothed” version of the exact modal series solution when compared on a plot of target strength versus size or frequency. My refinement of Johnson’s model involves using a more physical basis for the high-frequency portion of the solution while the generalization extends the work to the o ther shapes mentioned as well as taking into account effects due to irregularities of the shape. I have compared the straight elastic cylinder model with scatter data involving straight cylinders of Durai from A ndreeva and Samovol’kin (1976) and showed excellent agreement (Stanton, 1988b). In Stanton (1988a) 1 compared the straight fluid cylinder model to shrimp backscatter data presented by Greenlaw (1977) and showed that in the ka > 1 region, where scatter data would rise above the predictions of the fluid-sphere model (Greenlaw, 1977; Richter, 1985), this cylinder model describes the upward trend and the period of oscillations in this geometric scattering region. While the functional form of the solution adhered well to the data, the absolute value did not and required an effec tive “acoustic length” and “acoustic radius” of the ani mal to be used. This is because the animal was bent and tapered and altered the echo accordingly. The scatter ing was possibly dominated by a short straight section while the rest of the body was bent away from the sonar. These results motivated the development of the general theory where bending of the cylinder axis and tapering of its cross-section can be taken into account (Stanton, 1989a). As a result, the comparison between the bentcylinder calculations and euphausiid scattering data (again, from Greenlaw, 1977) are superior to the previ ous efforts. The actual measured lengths of the animals were used in the model. In this paper, I review the methodology and results of my recent research. For more detail, I refer the reader to my articles referenced above. These results suggest the bent finite-length fluid cylinder as a promising model to describe the scattering of sound by elongated animals. The model can be used to improve abundance estimates by conventional single-frequency sonar sys tems as well as estimates of size-frequency distributions by inversions of multifrequency sonars (Holliday, 1977; Pieper and Holliday, 1984; Holliday and Pieper, 1984). where P0 is the pressure amplitude of the incident plane wave, i = V ( —1), r is the distance from the object to the field measurement point, k is the acoustic wavenumber of the surrounding medium (water) ( = 2j i IX where X is the acoustic wavelength, f(G) is the scattering ampli tude, and Q represents the spherical angles. The backscattering cross-section, as defined by Clay and Medwin (1977) is o hs » | f ( ß j | 2 ( 2 ) where ß bs is Q evaluated in the backscatter direction. The target strength is defined in terms of obs as TS = 10 1ogobs. (3) 1.1. G e n e r a l m o d a l so lu tio n A general expression for the farfield scattered pressure due to a deformed cylinder of finite length is derived in Stanton (1989a). The cylinder, illustrated in Figure 1, is deformed insofar as its axis can be bent into any irreg ular shape and its cross-sectional radius may vary along the axis provided the bends and tapering are slowly varying. The cylinder can be of any composition: fluid, elastic, or a combination (e.g., elastic shell with fluid interior). Furtherm ore, the incident wave, (farfield) re ceiver position vector, and orientation of the cylinder are of arbitrary directions within a limited range of angles so that normal or near-normal incidence is main- outer boundary of deformed cylinder pos origin cylinder axis (fin ite length) 1. Theory The farfield scattered pressure, pscat, due to any finite sized object can be written in the form gikr P sc,, 354 = P . y f ( 0 ) ( 1 ) n in cid en t plane wave Figure 1. Arbitrarily deformed finite cylinder and general bistatic sonar. tained to all tangents of the bent axis (i.e., the solution breaks down at end-on incidence). The scattered pressure was derived from an integral of the volume flow per unit length of the scattered field: Pscat = pd V (\ n r /) /rp„i (\ m=0 i x co sm <p)/ e i k W ? i - f r) .fpo, j d f i (4 ) 1.2. S tra ig h t fluid cylind er In Stanton (1988a) I evaluated Equation (4) for the case in which the cylinder is straight and composed of a homogeneous fluid material (i.e., it does not support shear waves). Because of its simple geometrical shape and uniformity, the modal series inside the parentheses in Equation (4) is constant with respect to the integra tion, and the integration can be performed analytically to give where / i L \ sin(A) “ e m cosm<p bm = modal coefficients for straight-cylinder case eval uated at rpos and depends on boundary conditions (see later section for examples of bm), P„ = pressure amplitude of the incident plane wave, k = acoustic wavenumber of surrounding medium (water), r = distance between cylinder and receiver, V s = vector from origin to integration point on axis of cylinder, rpos = unit vector in direction of integration point on axis of cylinder, r, = unit vector in direction of incident plane wave, rr = unit vector in direction of receiver, qj = cos“ 1 (ri±.rrl) = azimuthal angle of tangent to cylinder axis, _ 11 fj - (fj-r.a n ) fta n l? i - (M .a n ) î l" r (^ r-^ ta n ) ^t a n k r ( ^ r '^ ta n ) ^”tanI j ï ) — In general, the integral in Equations (4) and (5) must be evaluated numerically. Only in the simplest of cases such as when the cylinder is straight can it be integrated analytically. The coefficients bmdepend on the composi tion of the cylinder, whether it is entirely fluid, elastic, or perhaps a combination such as having an elastic outer shell with a fluid core. The coefficients for fluid cylin ders are given in Stanton (1988a), elastic originally in Faran (1951), and later reviewed for this work in Stan ton (1988b), and a technique for deriving coefficients for any composition profile is illustrated in G oodman and Stern (1962). s -t t s t where L = length of cylinder, A = - k L ( f - f r) . r c, 1 rc = unit vector indirection of cylinder axis, e m = Neumann number, e 0= 1 and e m>0 = 2. J ' m(K*a)Nm(Ka) N 'm(Ka) Jm(K *a)J'm(Ka) gh J ' m(Ka) Cm = ------------------------------------------J'm(K*a)Jm(Ka) Jm(K *a)J'm(Ka) ’ rtan = unit vector of tangent to cylinder axis. All wavenumbers in bm are multiplied by |r( x rlan| to account for incidence not normal to the tangent. From Equation (3), the target strength is 23* « M g h K K* gh = q */q , — c*/c, = k sin 0, = k* sinØ. 0 is the angle between the direction of the incident plane wave and the axis of the cylinder, J and N are the Bessel functions of the first and second kind, respec tively, of order m, and the primes indicate derivatives with respect to their arguments, g, c, and k are the mass density, compressional speed of sound, and acoustic wavenumber in the surrounding fluid, and g*, c*, and k* are those corresponding properties of the cylinder material. The solution in Equation (6) appears to be valid for all ka, L > a , and near broadside incidence (within —30° of normal incidence). For backscattering geometries, cp = jt and A = kL cos0. Inserting these quantities into Equations (2) and (6) gives / LY w sin(kL cos 0) kL cos 0 2 ^ e m( - l ) m “ o 1 + iCm For broadside incidence (0 = 90°) the directionality function above becomes unity: 355 sin(kL cosØ) kL cos 0 (8 ) • I, ( 0 —>90°). While these equations are relatively complex, some of their limiting forms are quite simple. The low and high frequency limits are given in Table 1. must be taken into account. The coefficients bm in Equation (4) are far more complex than for the fluid cylinder. In Stanton (1988b), I evaluated Equation (4) for the straight elastic cylinder using coefficients origi nally derived by Faran (1951). The form of the solution was similar to Equation (6). 1.4. U n if o rm ly b e n t c y lin d er 1.3. E lastic cy lin d e r When an elastic material is involved, conversions b e tween compressional and shear waves at the boundary A geometry that would resemble an elongated marine animal better than a sphere or straight cylinder would be a uniformly bent cylinder (Fig. 2). It is important to Table 1. High-pass models and associated limits to modal series solutions for various objects. Scattering geometries illustrated in Figure 3 for sphere, straight cylinder, and bent cylinder; broadside incidence for prolate spheroid (Stanton, 1989b). ^bs (where TS = 10 logobs) Sphere............................................. ka 1 (fluid) ka > 1 (rigid/fixed) 2„ u ■> az(ka) a i. i k ? All ka High-pass model a2(ka)4 < 4 G — 1 + [4(ka)4 Prolate s p h e ro id ............................ J L2(ka)4 a 2c Straight c y lin d e r.......................... , , „ , , J L2(Ka)4 a 2c s- Bent cylinder................................. j L2(ka)4 a 2c H 2 ^ L2 , , , L'-(Ka) s2 , J pca ------’ \ ^ ^ — 1 + [(¥)(ka)4a 2c]/[/?2f l J L2(Ka)4 a 2 s2G -----1 + [it(Ka)3 a 2J/[/? /•] i L2(ka)4 a 2 H 2G --------- -------------------------------1 + [L2(ka)4 a 2c H 2] / ^ / ? 2^ Definitions: 1 — gh2 cx_. = ---------3gh- 1 —g 1---------- , 1 + 2g 1 - gh1 —g a m. = ------ :— H------------ , 2gh1 + g gh - 1 n = ---------gh + 1 g = (density of body material)/(density of surrounding fluid), h = (compressional speed of sound in body material)/(compressional speed of sound in surrounding fluid), H = Ï + 2 (ec/L) sin[(gc/L)->], a = spherical radius (sphere), length of semi-m inor axis (prolate spheroid), or cylindrical radius (straight and bent cylinder), L = total length of prolate spheroid and straight cylinder; arc length of bent cylinder, pc = radius of curvature of axis of bent cylinder, k = acoustic wavenumber ( = 2nIX where X is acoustic wavelength), K = k sinO (straight cylinder), 0 = angle between direction of incident wave and axis of cylinder, sin(kL cosØ) s = -------------------kL cos 0 F = 2 F,(ka)Yi, ' where ( = 1 at broadside incidence), G = [ ] d + Aje"B'|ka- (ka)°Jl2), i Fh Yj, A., Bj, (ka)0,j are constants ( - 1 < Aj < 0 gives null, Aj > 0 gives peak), (ka)0j = position of j th peak or null. In all cases, kr S> 1 and L <t zV rX where r is distance from object to sonar (i.e ., these are farfield calculations and the lengths of the elongated objects are much shorter than the size of the first Fresnel zone of the sonar). Also, prolate spheroid calculations are performed in the limit of high aspect ratio [(major axis)/(minor axis) a 5] using the deformed-cylinder formulation. 356 T Ymax TS = 10 log max U N IF O R M LY BENT C Y L IN D E R j ( E m -i)" o \ m = () e 2ikec(I -co sv) d y , axis of [ deformed I cylinder = constant ( ba c kscatte r) Figure 2. Uniformly bent cylinder with radius of curvature qc. The cylinder is shown to be bent away from the sonar. take the bend into account as it causes Fresnel zone interferences of the echo and possibly substantial chang es in target strength. For the simple case of a constant radius of curvature qc of the axis and a cylinder that is bent symmetrically away from the sonar, the target strength from Equation (5) is (9) where y is the angle between the radius vector at the integration point and the radius vector at the center of the cylinder, 2ymax is the angle subtending the cylinder, and L is the arc-length ( = 2oc ymax). Because of the symmetry, the integral from —ymas to + y max was reduced to one from 0 to ymax. This is a geometry broadly similar to the dorsal aspect of a euphausiid or shrimp. Unlike the solutions for the simple straight-cylinder geometries described in previous sections, bm is not separable from the integral. Thus the integral will gen erally need to be performed numerically. It can be performed analytically for extreme cases such as at low frequencies for uniform fluid materials and at high fre quencies for rigid and fixed materials. To illustrate properties of the scattering from uni formly bent cylinders, we compare the backscattering cross-section from the sphere (Anderson, 1950) and straight finite cylinder (Equation (7) of this article and Stanton, 1988a) with the uniformly bent finite cylinder (Equation (9) of this article and Stanton, 1989a). We have calculated the cross-sections of both the fluid and the rigid and fixed cases for additional comparison. The cross-section was normalized by Jia2 for the sphere and L2 for each cylinder plot (any “a” involving the sphere is the spherical radius, while any “a ” involving a cylinder is the cylindrical radius). The plots in Figure 3 have many interesting simi larities and differences. All curves increase monoto- .-- i SPHERE o i STRAIGHT 0 CYLINDER * ^ ) BE NT CYLINDER » ' P c 10 0 -10 -20 -Ï0 -4 0 -5 0 -6 0 -7 0 Fluid -8 0 0. ka Figure 3. Comparison between (normalized) backscattering cross-sections of spheres, straight cylinders (normal incidence), and uniformly bent cylinders (bent away from the sonar) for both the rigid and fixed (upper curves) and the fluid (lower curves) cases (g = 1 .043 and h = 1.052 for all fluid cases; and in addition qcIL = 0.5 and L/a = 10.5 for the bent cylinder. These four values were used to describe the scattering by preserved euphausiids). The first 20 modal terms were used in all calculations ( 0 < m < 19) giving converged solutions. 357 nically and rapidly for ka <g 1 as (ka)4, and the transition region between this Rayleigh scattering region and the geometric region occurs at approximately ka = 1. The major differences occur in the geometric scattering re gion (ka ä 1) where the scattering cross-sections of the sphere and bent cylinder tend to oscillate about a con stant value while the cross-section from the straight cylinder oscillates about a monotonically increasing value (a detailed discussion of this latter effect is given in Stanton, 1988a). The reason for this difference is that the surfaces of the sphere and bent cylinder are curved in two dimensions while the surface of the straight cylin der is curved only in one dimension. Thus the Fresnel zone interference phenom enon is functionally different between the case of the sphere and bent cylinder and the case of the straight cylinder. One might initially be concerned with the fact that the trend of the backscattering cross-section of the straight cylinder increases (linearly) with ka for all ka > 1, which would imply that energy is not conserved in the limit k a —> oo. However, the restriction to the solution for the finite straight cylinder is that the length of the cylinder must remain much less than the length of the first Fres nel zone of the transceiver. The length of the first Fres nel zone of a plane-wave source and point receiver is 2V(rX). As a result, if the range, r, of the receiver is fixed as ka is increased to the point that the first Fresnel zone is much smaller than the length of the cylinder, then the infinite cylinder solution applies to the problem and the amplitude of the backscattered signal remains constant as the frequency is increased even further. "sm oothed” version of the exact modal series solution as the model increases smoothly and monotonically with ka, while the modal solution oscillates in the k a > l region (see Fig. 3 for examples of the modal solution). Because of the usefulness of Johnson’s model, I have refined it and extended the approach to other geo metries: the prolate spheroid, straight finite cylinder, and bent cylinder. In addition, I have taken into ac count the possibility that the object may be either math ematically ideal (simple shape) or more realistic (irreg ular shape). The refinement of Johnson’s approach is at high fre quencies where he used a term from the /ow-frequency expansion and an empirical factor to make the model pass near or through the peaks of the Anderson modal solution. I have replaced that approach with the product of the rigorously derived high-frequency expression for the scattering by rigid and fixed objects and the plane wave/plane interface Rayleigh reflection coefficient, R. to account for penetrability (at least to a first approxi mation). As a result, the refined model now passes through intermediate values of the oscillatory high-fre quency region (much like an average) and also has potential for applying to a much wider range of materi als, from gas to rigid and fixed objects. As shown in several articles (Pieper and Holliday, 1984; and Stanton 1988a, 1989a, 1989b), when applying modal series solutions to describe the scattering by ir regular objects such as marine organisms, the optimum fit requires truncating the modal series before m athe matical convergence occurs (i.e., the summation oo 1.5. “ H i g h - p a s s ” m o d e ls The modal series formulation describing the scattering by cylinders has been shown in this paper to be com plex. The solutions involving other objects such as spheres and prolate spheroids are also complex. As a result, evaluation of backscattering levels of such simple objects is time consuming. For simple and rapid esti mates of backscattering strengths I have derived the approximate formulas given in Table 1 for the sphere, prolate spheroid, straight finite cylinder, and bent finite cylinder. The “high-pass” models given in Table 1 are based on an approach originally developed by Johnson (1977), who heuristically combined low- and high-frequency limits of the backscattering by fluid spheres (using A n derson's 1950 formulation) to derive a simple approxi mate formula for the scattering at all frequencies. In his derivation, he applied an analogy that the plots of backscattering cross-section versus ka broadly resembled the frequency characteristics of a two-pole high-pass filter in electrical signal theory, where the low frequencies are greatly reduced (Rayleigh scattering region) and the high frequencies are “passed” through the circuit (geo metric scattering region). The model is, in essence, a 358 M 2-2 m=0 m=0 where M is finite). Apparently, the higher modes are severely damped in such cases. As a result, the slope of the trend of the solution is altered in the high-frequency region, thus necessitating an additional empirical factor F to compensate for the difference (F = 1 for ideal scat te re d ). Finally, while Johnson’s model increases smoothly and monotonically with ka, I have included the factor G to produce any nulls or peaks that one may wish to use for better simulation of the exact solution (G = 1 for no nulls or peaks). To extend the high-pass model to the prolate sphe roid, straight finite cylinder, and bent finite cylinder, I applied the same approach as with the sphere to the low- and high-frequency limits of the solutions involving those geometries from other articles (and shown in Ta ble 1). 2. Comparison with existing data In this section, I give three examples of comparisons between the modal solution (Equaton (5)), high-pass Figure 4. Straight elastic finite-length cylinder. Solid line: modal backscatter solution, first 20 terms used for converged solution. Dotted line: “high-pass" model of straight “ideal” cyl inder. Squares: Durai cylinder backscatter data (broadside) from Andreeva and Samovol’kin (1976). [g = 2.8, h = 4.38, and (shear speed of sound of Dural)/(compressional speed of sound of water) = 2.14 from pub lished values.] i Q— Z D DURAL CSJ u> -Q CP o — modal h i g h ' pass a data models (Table 1), and scattering data. Comparisons be tween the modal solutions and data in Figures 4, 5, and 6 are discussed in detail in Stanton (1988b, 1988a, and 1989a, respectively) while further comparisons between the high-pass models and those figures are given in Stanton (1989b). The functions F a n d G that were used in the high-pass models were determined empirically from the modal series solutions and are given in Ta ble 2. The first example. Figure 4, involves scattering by straight elastic cylinders composed of Durai (a metal similar to aluminum) at broadside incidence. The data were taken from Andreeva and Samovol'kin (1976) who also formulated a finite-cylinder scattering theory, but by qualitative arguments. Plotted is the “reduced” tar get strength (where the backscattering cross-section is normalized by the square of the length of the cylinder) versus ka. There is excellent agreement between the modal solution (solid) and the data. The converged modal solution was used, i.e., the series was evaluated to model ideal cylinders, therefore prem ature trunca tion of the series was not imposed (20 terms were used). The figure also shows the “high-pass” model (dotted), which was evaluated for ideal cylinders, to coincide with the data and modal solution for low ka and to pass through intermediate values at high ka. The function G was used to produce the deep null at ka ~ 5 in the high-pass model. Figure 5 shows data taken by Greenlaw (1977) from preserved shrimp over the frequency range 220 kHz to 1100 kHz. Plotted are the maximum values of his data at each frequency which presumably correspond to broad side incidence. Superimposed are the modal solution for straight fluid cylinders and the “high-pass” model eval uated for non-ideal straight cylinders. There appears to be excellent agreement between the modal solution and Table 2. Empirically determined functions, F a n d G, used in calculations of high-pass models in Figures 4, 5, and 6. F: G: Durai Straight cylinder, simple shape Shrimp Straight cylinder. irregular shape Euphausiid B ent cylinder, irregular shape 1.0 1-O.995e‘ 20(ka’ 5015) 3.0(ka)°“ j_0.8e-2.4k.-2.«1 3.0 + 0.0015(ka)4; 0 l - 0 . 8 e ~ 2'5(ka" 1 359 Figure 5. Straight flu id finite-length cylinder. Solid line: modal solution, first 2 terms used for truncated solution. D otted line: “highpass” model of straight "non-ideal” cylinders. Squares: shrimp backscatter data (dorsal as pect) from Greenlaw (1977). [g = 1.043 and h = 1.052 as determ ined by Greenlaw.] SHRIMP n~^ modal ^ -20 h i g h - pass CNJ data o — -50 -60 0 1 10 ka data, however, only after an effective length and radius of the cross-section were used. The effective length was 0.23 times the measured length of the animal and the effective radius was 4 % larger than the average m ea sured radius. Furtherm ore, the modal series solution was truncated to include only the first two terms. It is apparent that a straight cylinder model of a marine animal is not adequate to describe the scattering since the animal is actually slightly bent (Greenlaw, 1986) with a tapered cross-section (I demonstrated in Stanton, 1989a, that at 200 kHz the backscattering cross-section of a 23-mm-long euphausiid will decrease by 6 dB if the animal bends by as little as 1.4 mm at the ends). One effect of bending is that at these high frequencies only part of the animal is in the first Fresnel zone of the sonar. The other Fresnel zones will tend to cancel each other out, hence a smaller acoustic length. I hypothesize that the trend of the straight cylinder solution adhered so well to most data points because a short straight section of the animal dominated the scattering while the remainder of the animal, which is possibly bent relative to the section, produced a substantially weaker return. Also, since the animal is smaller at the ends than it is in the middle, the portion of the animal that contributes to the scattering at broadside incidence will most likely be the larger middle section, hence the larger acoustic ra dius. The third example, Figure 6, resolves many of the 360 difficulties encountered with the straight cylinder model. Illustrated are data, also from Greenlaw, of the scattering by euphausiids in the frequency range 63.7—1100 kHz. This time the modal solution was eval uated for a bent fluid cylinder. The cross-sectional ra dius is held constant. In this example the acoustic length equals the measured length of the animal, hence the length error was eliminated by including the bent shape of the animal. However, as in Figure 5, the acoustic radius is larger than the average radius and this time by 6 0 % . Thus it is apparent from Figures 5 and 6 that the varying cross-section of the animal must be taken into account. A t the time of this writing, I have conducted prelimi nary studies of the scattering by bent and tapered cylin ders and have compared the results with G reenlaw ’s euphausiid data. The results indicate that the average acoustic radius in this model is closer to the average radius of the animal. Further work on this subject has also been completed (Wiebe et al. , 1990, and Chu et al. , submitted) where direct measurements of length and radius lead to favourable predictions by the vent cylin der model. Finally, while discussions in this section have concen trated on fluid models of marine organisms, some orga nisms may have gas inclusions. In that case, the fluid model is still rigorously applicable as gas does not sup port shear waves. The small, but finite, density and Figure 6. Bent flu id finite-length cylinder. Solid line: modal solution, first 6 terms used for truncated solution. Dashed line: “high-pass” model of bent "non-ideal” cyl inders. D otted lines: euphausiid backscat ter data (dorsal and side aspect) from Greenlaw (1977); upper and lower bounds are illustrated, [g = 1.043 and h = 1.052 as determ ined by Greenlaw and oc/L = 0.5 and L /a = 10.5 determ ined acoustically.] EUPHAUSIID -10 -20 h ig h - p o s s —>/ data t/i tf O ( u p p e r boun d -40 -50 data ( l o w e r bound ) -60 k — modal -70 0.1 10 ka speed of sound contrast of the gas is used in the modal solution (caution: applying a zero density and/or zero speed of sound contrast, which is commonly known as the Dirichlet or “soft” boundary condition, will produce erroneous results at low frequencies). I refer the reader to Stanton (1989b) for more discussions on this and also an example calculation where 1 apply the high-pass pro late spheroid model in Table 1 to fish backscatter data from Furusawa (1988). The results, which are consistent with Furusawa’s elegant analysis, show that it is the length of the sw im bladder, not the fish, that dictates the scattering level. This is another example of the impor tance of accurate scattering models in quantitative bio acoustics. Discussion I have demonstrated the usefulness of modelling the scattering of sound by elongated zooplankton by use of finite-length cylinders. I have shown that it is important to include the effect of the length of the cylinder, radius of curvature of its lengthwise axis, and tapering of its cross-section. In addition, the material properties need to be accurately known. While this study has been revealing, the problem requires much more work. The animals used in this research were dead and not in their natural environ ment. Studies need to be conducted involving many live animals in situ. Acoustic scattering data must be col lected in conjunction with simultaneous photographs so that the acoustic models and scattering properties can be accurately related to size, shape, and behavior (tilt angle and radius of curvature distributions). This in formation, combined with sonar data, can be used to perform accurate estimates of abundance and possibly size-frequency distributions of the animals on a routine basis. A cknowledgements I would like to thank Michelyn Hass for preparing the manuscript for this article. This work was supported by the US Office of Naval Research. Appendix Ensembles of scatterers The models in this paper describe the deterministic case: that is, the strength of the echo at a particular frequency due to a single animal of a particular size, shape, orientation, and composition. In the ocean envi361 ronment, sonars are typically used to detect many ani mals, either on an individual basis or in aggregations. E ither way, to best describe the scattering of sound from the sea, an ensemble average must be performed on the scattering cross-section to give a “school” aver age. Such a process would involve a weighted average using (multivariate) probability density functions of size, shape, orientation, and composition. This average cross-section, which is also convolved with the sonar beampatterns, would then be incorporated into formu las to predict echo-integration values such as described in Clay and Medwin (1977). The average backscattering cross-section takes the general form < o bs> = J\..J P (x ,,x 2,x3...) obs(x1,x2,x3...) dxjdxjdxj... ( A. l ) where P is the multivariate probability density function and x,, x2, x3, ... are the parameters describing the animals. For example, X[ could be length, x2 radius of curvature of a bent animal, x3 pitch (tilt) angle, x4 den sity contrast, x5 speed of sound contrast, etc. P needs to be determined experimentally. 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