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Population biology of the Pacific geoduck clam, Panopea abrupta, in experimental plots, southern British Columbia, Canada.


ABSTRACT Information was presented on the density, recruitment to harvestable size, and growth of the Pacific geoduck geoduck (g`ēdŭk'), common name of a Pacific clam, Panope generosa. The largest intertidal burrowing bivalve in the world, the geoduck may weigh up to 12 lb (5.4 kg).  clam, P. abrupta, in 0.25 ha experimental plots with controlled fishing in two areas of southern British Columbia British Columbia, province (2001 pop. 3,907,738), 366,255 sq mi (948,600 sq km), including 6,976 sq mi (18,068 sq km) of water surface, W Canada. Geography
 over a 9-year period. In two plots that had high exploitation in the first 3 years, the Years, The

the seven decades of Eleanor Pargiter’s life. [Br. Lit.: Benét, 1109]

See : Time
 geoduck population densities and the average age (by removing old individuals) were substantially reduced, but thereafter densities slowly increased due to geoduck recruitment. Recruitment was similar between plots after high and low exploitation rates, suggesting thai fishing and different geoduck densities had no long term effect on subsequent recruitment. After removing many old individuals from a geoduck population, the mean maximum asymptotic length ([L.sub.[infinity infinity, in mathematics, that which is not finite. A sequence of numbers, a1, a2, a3, … , is said to "approach infinity" if the numbers eventually become arbitrarily large, i.e. ]]) of the you Bertalanffy growth model decreased, and the Brody growth function k values increased. In plots where there was low exploitation and geoduck densities remained similar over lime, [L.sub.[infinity]] values also remained similar, but k values varied with time suggesting other biologic or environmental factors could have influenced growth rates Growth Rates

The compounded annualized rate of growth of a company's revenues, earnings, dividends, or other figures.

Notes:
Remember, historically high growth rates don't always mean a high rate of growth looking into the future.
.

KEY WORDS: geoduck, Panopea abrupla, density, recruitment, growth

INTRODUCTION

The Pacific geoduck clam, Pare)pea pea, hardy, annual, climbing leguminous plant (Pisum sativum) of the family Leguminosae (pulse family), grown for food by humans at least since the early Bronze Age; no longer known in the wild form.  abrupta (Conrad, 1849), is a large hiatellid bivalve bivalve, aquatic mollusk of the class Pelecypoda ("hatchet-foot") or Bivalvia, with a laterally compressed body and a shell consisting of two valves, or movable pieces, hinged by an elastic ligament.  found buried bur·y  
tr.v. bur·ied, bur·y·ing, bur·ies
1. To place in the ground: bury a bone.

2.
a. To place (a corpse) in a grave, a tomb, or the sea; inter.

b.
 up to 1 m within mud and sand substrates. This geoduck species is distributed in coastal areas from the intertidal zone The intertidal zone, also known as the littoral zone, in marine aquatic environments is the area of the foreshore and seabed that is exposed to the air at low tide and submerged at high tide, i.e., the area between tide marks.  to at least 100 m (Jamison et al. 1984) from California to Alaska and to southern Japan (Coan et al. 2000). Commercial fisheries fisheries. From earliest times and in practically all countries, fisheries have been of industrial and commercial importance. In the large N Atlantic fishing grounds off Newfoundland and Labrador, for example, European and North American fishing fleets have long  occur for P. abrupta in Washington State, British Columbia and Alaska (Campbell et al. 1998a, Bradbury & Tagart 2000, Hand & Bureau 2000) with annual landed values varying between 32 and 42 million Canadian dollars Noun 1. Canadian dollar - the basic unit of money in Canada; "the Canadian dollar has the image of loon on one side of the coin"
loonie

dollar - the basic monetary unit in many countries; equal to 100 cents
 in British Columbia during 2000 to 2003. Adult geoduck generally have separate sexes and broadcast spawn To launch another program from the current program. The child program is spawned from the parent program.

(operating system) spawn - To create a child process in a multitasking operating system. E.g.
 usually during summer (Andersen 1971, Sloan & Robinson 1984, Campbell & Ming 2003). Planktonic plank·ton  
n.
The collection of small or microscopic organisms, including algae and protozoans, that float or drift in great numbers in fresh or salt water, especially at or near the surface, and serve as food for fish and other larger organisms.
 larvae Larvae, in Roman religion
Larvae: see lemures.
 remain in the water column 16 to 47 days, settle as postlarvae on substrates, and subsequently burrow into suitable substrates (King 1986, Goodwin & Pease pease  
n. pl. pease or peas·en Archaic
A pea.



[Middle English; see pea.
 1989). Geoduck juveniles and adults feed by filtering food particles <onlyinclude> This is a list of particles in particle physics, including currently known and hypothetical elementary particles, as well as the composite particles that can be built up from them.  (e.g., phytoplankton phytoplankton

Flora of freely floating, often minute organisms that drift with water currents. Like land vegetation, phytoplankton uses carbon dioxide, releases oxygen, and converts minerals to a form animals can use.
) from seawater seawater

Water that makes up the oceans and seas. Seawater is a complex mixture of 96.5% water, 2.5% salts, and small amounts of other substances. Much of the world's magnesium is recovered from seawater, as are large quantities of bromine.
 (Goodwin & Pease 1989). Geoduck growth is variable, depending on a variety of environmental factors, but fastest during their first 10 y (Goodwin & Shaul 1984, Goodwin & Pease 1991, Harbo et al. 1983, Bureau et al. 2002, Noakes & Campbell 1992, Hoffmann el al. 2000). Geoduck are long-lived, reaching ages of up to 168 y (Bureau et al. 2002). Geodnck recruitment was considered to be variable but low (Breen & Shields 1983, Harbo et a1.1983), however recent studies of age frequencies have suggested strong recruitment events to adult geoduck populations throughout BC since 1988 (Bureau et al. 2002, Bureau et al. 2003). Natural mortality rate (M) estimates of adult geoduck in British Columbia range from 0.01-0.04 (Breen & Shields 1983, Harbo et al. 1983, Noakes 1992).

Little is known of the effects of fishing on the population biology Population biology is a study of biological populations of organisms, especially in terms of biodiversity, evolution, and environmental biology.

Malthus can almost be considered an early population biologist, even though his training was in economics and the term population
 of P. abrupta (e.g., Goodwin 1978, Campbell et al. 1998a). The objective of the study was to investigate the effects of fishing on geoduck population biology. The purpose of this study is to present information on the density, recruitment to harvestable size, and growth of P. abrupta in small experimental plots with controlled fishing in two areas of southern British Columbia over a 9-year period. Further analyses of geoduck recruitment and natural mortality of this study are presented in Zhang and Campbell (2004).

METHODS

Experimental Plots

The study areas were located at Ritchie Bay (northwest Meares Island Meares Island is one of the many islands surrounding the town of Tofino, British Columbia, Canada.

An attraction for tourists visiting Tofino is the Big Tree Trail, the small section of Meares Island that contains a boardwalk that features some of the tallest trees in
 on the west coast of Vancouver Island Vancouver Island (1991 pop. 579,921), 12,408 sq mi (32,137 sq km), SW British Columbia, Canada, in the Pacific Ocean; largest island off W North America. It is c.285 mi (460 km) long and c. ) and southwest Marina Marina

“a piece of virtue.” [Br. Lit.: Pericles]

See : Virtuousness
 Island (Georgia Strait strait (strat) a narrow passage.

straits of pelvis  the pelvic inlet(superior pelvic s.) and pelvic outlet(inferior pelvic s.) .


strait
n.
) of British Columbia. Ritchie Bay has been closed to commercial fishing and designated as a research reserve since 1980, when Fyfe (1984) started his geoduck study. The area around Marina Island was heavily harvested during 1978-1989 and was subsequently closed to commercial fishing for geoduck since 1990 (Campbell et al. 1996b). For this study, 4 experimental plots were established at Ritchie Bay [(1) 125[degrees]55.242'W, 49[degrees]13.502'N; (2) 125[degrees]55.179'W, 49[degrees]13.506'N; (3) 125[degrees]55.076'W, 49[degrees]13.488'N; (4) 125[degrees]55.046'W, 49[degrees]13.549'N] during 1991 and 3 plots established at Marina Island [(1) 125[degrees]03.734'W, 50[degrees]03.001'N; (2) 125[degrees]03.745'W, 50[degrees]02.959'N; (3) 125[degrees]03.826'W, 50[degrees]02.955'N] during 1992.

Each experimental plot comprising a 0.25 ha area (50 x 50 m), was delineated de·lin·e·ate  
tr.v. de·lin·e·at·ed, de·lin·e·at·ing, de·lin·e·ates
1. To draw or trace the outline of; sketch out.

2. To represent pictorially; depict.

3.
 and subdivided into 10-m sections with lead lines to provide five 500 [m.sup.2] strips (50 x 10 m). Experimental plots 1, 2, and 3 at Ritchie Bay were slightly smaller (0.244 ha) than the other plots because 0.006 ha/plot were reserved for potential show factor plots (see later). The minimum-maximum depth (m) at datum The singular form of data; for example, one datum. It is rarely used, and data, its plural form, is commonly used for both singular and plural.  for each experimental plot at Ritchie Bay was (1) 7.8-11.8; (2) 10.0-10.9; (3) 7.7-9.8: and (4) 10.7-11.6 and at Marina Island (1) 11.7 14.5; (2) 11.6-15.4: and (3) 12.2 16.8. The bottom substrates comprised of soft mud to fine sand and shell mixture at Ritchie Bay and fine sand with some small gravel gravel, particles of rock, i.e., stones and pebbles, usually round in form and intermediate in size between sand grains and boulders. Gravel is composed of various kinds of rock, the most common constituent being the mineral quartz.  at Marina Island.

Experimental Treatments

The chronology chronology,
n the arrangement of events in a time sequence, usually from the beginning to the end of an event.
 of events for each plot and year included an abundance (show factor and density) survey, biosample, and or commercial harvest (Table 1). Each plot was randomly chosen for a different treatment in terms of a depletion depletion n. when a natural resource (particularly oil) is being used up. The annual amount of depletion may, ironically, provide a tax deduction for the company exploiting the resource because if the resource they are exploiting runs out, they will no longer be able  harvest regimen regimen /reg·i·men/ (rej´i-men) a strictly regulated scheme of diet, exercise, or other activity designed to achieve certain ends.

reg·i·men
n.
1.
 (Table 1, 2). The general harvest regimen in each plot for Ritchie Bay was (1) moderate, (2) none, (3) heavy, and (4) none, and for Marina Island was (1) none, (2) moderate, and (3) heavy. In an attempt to determine if seeding of hatchery-raised juvenile geoduck could supplement natural recruitment, Plot 1 and Plot 2 of Ritchie Bay, were artificially seeded at approximately 16 [m.sup.-2] with younger then 0.5-y-old hatchery-raised, juvenile geoduck of mean 11.3 mm shell length (SL) (min. 6 mm SL. max. 18.4 mm SL, n = 136) during September 1991. Plot 4 of Ritchie Bay and Plot I of Marina Island were considered the control treatment as the only removals made were for biosamples and were not seeded with hatchery-raised juvenile geoduck. No treatment was replicated with additional plots in the same study area because of the considerable logistical lo·gis·tic   also lo·gis·ti·cal
adj.
1. Of or relating to symbolic logic.

2. Of or relating to logistics.



[Medieval Latin logisticus, of calculation
 costs involved.

Densities

Geoduck density was estimated using survey methods described by Campbell et al. (1996 a, 1996 b). The survey method for each plot involved counting geoduck siphons in 5-[m.sup.2] (5 x 1 m) quadrats along ten 50-m one meter wide transects. Two transects were placed on either side of the four inner subdivision boundaries and one transect tran·sect  
tr.v. tran·sect·ed, tran·sect·ing, tran·sects
To divide by cutting transversely.



[trans- + -sect.
 each was placed on the two inner sides of the study area border for a total of 10 transects per plot. Six of the eight inner transects for Plots 1, 2, and 3 in Ritchie Bay were shortened short·en  
v. short·ened, short·en·ing, short·ens

v.tr.
1. To make short or shorter.

2.
 because they had 10 m reserved as potential show factor plots, where no geoduck was removed. Consequently, 10 [m.sup.2] for each of these 6 transects per Plot 1, 2, and 3 were not used in the density estimates for Ritchie Bay. The total area considered for geoduck density surveys and harvest was 2440 [m.sup.2] for Ritchie Bay Plots 1, 2, and 3 and 2500 [m.sup.2] for Ritchie Bay Plot 4 and all three plots of Marina Island. There were 88 quadrats surveyed for Ritchie Bay Plots 1, 2, and 3 and 100 quadrats surveyed for Ritchie Bay plot 4 and Marina Island Plots 1, 2, and 3 for each density survey.

Survey dates for geoduck densities at Ritchie Bay were July 25 to August 14 1991; May 13-27, 1992; May 17 19, 1993; May 17-19, 1995; May 31 to June 1, 1996; May 24 25, 1997; July 9-10, 2000; and at Marina Island were July 15, 1992; July 8-9, 1993; June 6, 1994; June 4-5, 1996; September 18-19, 1997; October 5, 1999; September 7-8, 2001 (Table 1).

Show Factor

Because all geoduck may not show their siphons at the substrate The base layer of a structure such as a chip, multichip module (MCM), printed circuit board or disk platter. Silicon is the most widely used substrate for chips. Fiberglass (FR4) is mostly used for printed circuit boards, and ceramic is used for MCMs.  surface at any one time, "show" plots were used to determine the percentage of exposed geoduck (i.e., showing their siphons each day). In Ritchie Bay, only the three show plots in Plot 2 were used throughout this study. In the Marina Island study area, the three show plots were placed 5-10 m outside the borders of the three experimental plots. Each 20 [m.sup.2] show plot (i.e., 2 x 10 m, subdivided into four 1 x 5 m quadrats) was marked with lead line providing a total of 12 quadrats in the three show plots of each study area. Each geoduck showing in the show plots was marked beside the neck with a "flag" (stainless steel stainless steel: see steel.
stainless steel

Any of a family of alloy steels usually containing 10–30% chromium. The presence of chromium, together with low carbon content, gives remarkable resistance to corrosion and heat.
 wire) in the substrate. The proportion of geoduck showing (the show factor) on any given day was determined by dividing the number showing on that day by the cumulative total number of geoduck flagged during the period that the show plots were monitored each year. Monitoring of the show plots started several days before the density surveys were conducted in the experimental plots. Sometimes not all the show plots were monitored. On a few occasions, less than three show plots were surveyed, and the available data were used for the analyses.

For most plots, both the shows and density were surveyed on the same day. However, for a few days some Ritchie Bay plots did not have show factor and density surveys on the same day, in which case the show factor used was interpolated interpolated /in·ter·po·lat·ed/ (in-ter´po-la?ted) inserted between other elements or parts.  (averaged) between dates. One exception to a reliable interpolation interpolation

In mathematics, estimation of a value between two known data points. A simple example is calculating the mean (see mean, median, and mode) of two population counts made 10 years apart to estimate the population in the fifth year.
 occurred for the geoduck density estimate at Ritchie Bay Plot I which was surveyed during August 7-14, 1991 when the show factor had been measured on July 26 and 31 and August 1 and 15, 1991 and estimated to be 0.96. This show factor value was clearly incorrect and too high because era severe storm, with 115.6 mm of rain and south east winds of up to 43 km/hour, occurred on August 7, 1991 (Environment Canada Environment Canada (EC), legally incorporated as the Department of the Environment under the Department of the Environment Act ( R.S., 1985, c. E-10 ), is the department of the Government of Canada with responsibility for coordinating environmental policies and  web site for Tofino Airport Tofino Airport, (IATA: YAZ, ICAO: CYAZ), is located 6 nautical miles (11.1 km) southeast of Tofino, British Columbia, Canada.

It is used by both float planes and very small passenger planes.
 [125[degrees]24'W, 49[degrees]4'N] http://www.climate.weatheroffice.ec.gc.ca/climateData/ canada_e.html]). The diver diver, general term used to refer to many diving birds, e.g., the loon, the grebe, and some ducks, auks, and penguins.  surveying for geoduck density on the August 15, 1991 also recorded that geoduck were not showing well due to a "winter like storm" the previous week. Campbell et al. (1996a) found that show factor decreased to about 0.65 following a strong storm near Comox during June 1993. All measured show factors at Ritchie Bay were higher than 0.80. Show factor data from the Marina study area on July 8, 1993 also provided a reduced show factor of about 0.66, due to increased wind speeds (hourly weather and wind speeds and direction were examined for Campbell River Airport Campbell River Airport (IATA: YBL, ICAO: CYBL) is located 4.5 nautical miles (8.33 km) south of the town of Campbell River, British Columbia, Canada. Airlines and destinations
  • Pacific Coastal Airlines[2]
See also
     [125[degrees]16'W, 49[degrees]57'N; see website: http:// www.climate.weatheroffice.ec.gc.ca/climateData/canada_e.html] a location near to Marina Island, during the survey periods and about 5 days prior to the survey). Consequently a show factor value of 0.66 was considered reasonable to be used in the density calculations for Ritchie Bay Plot 1 in 1991.

    Removals

    Geoduck were removed from each plot for two reasons: (1) to deplete de·plete
    v.
    1. To use up something, such as a nutrient.

    2. To empty something out, as the body of electrolytes.
     the population through commercial harvest, and (2) to collect a biosample for aging. Removal of geoduck from each plot was always conducted soon after the density surveys had been completed. An experienced fisherman used the usual commercial harvest methods (Campbell et al. 1998a) to systematically harvest each of the five strips per plot right up to the rope borders on each day fished. This ensured, as much as possible (except for environmental influences such as tidal tidal /ti·dal/ (ti´d'l) ebbing and flowing like the waters of the oceans.

    tid·al
    adj.
    Resembling the tides; alternately rising and falling.
     current and visibility variation), that all geoduck had an equal chance of being harvested in the plot on each day during the study. A target number for each biosample was a minimum of approximately 500 geoduck per plot (i.e., 100 per strip). Biosamples with 50 less than the 500 geoduck target were probably due to the divers Several; any number more than two; different.

    Divers is a collective term used to group a number of unspecified people, objects, or acts. It is used frequently to describe property, as in divers parcels of land.
     not being able to find the extra individuals at low geoduck densities in the plots. When more than 1000 geoduck were removed per plot, the first approximately 500600 geoduck were used as a biosample. Geoduck within the potential three 20 [m.sup.2] show factor plots in each of the Ritchie Bay Plots 1, 2, and 3, however, were not removed, making the actual area harvested 2440 [m.sup.2] per plot. The total number of geoduck removed per plot per year is shown in Table 2.

    Biosamples

    For each geoduck, the shell length (SL) was measured as the straight-line distance between the anterior anterior /an·te·ri·or/ (an-ter´e-or) situated at or directed toward the front; opposite of posterior.

    an·te·ri·or
    adj.
    1. Placed before or in front.

    2.
     and posterior posterior /pos·ter·i·or/ (pos-ter´e-er) directed toward or situated at the back; opposite of anterior.

    pos·te·ri·or
    adj.
    1. Located behind a part or toward the rear of a structure.
     margins of the shell to the nearest mm with veneer veneer (vənēr`), thin leaf of wood applied with glue to a panel or frame of solid wood. The art of veneer developed with early civilization.  calipers. The age of each geoduck was estimated using the acetate acetate (ăs`ĭtāt'), one of the most important forms of artificial cellulose-based fibers; the ester of acetic acid. The first patents for the production of fibers from cellulose acetate appeared at the beginning of the 20th cent.  peel method of Shaul and Goodwin (1982). One valve per geoduck was sectioned through the hinge hinge
    n.
    A jointed or flexible device that allows the turning or pivoting of a part, such as a door or lid, on a stationary frame.



    hinge

    see hinge joint.
     plate, the cut surface polished, etched etch  
    v. etched, etch·ing, etch·es

    v.tr.
    1.
    a. To cut into the surface of (glass, for example) by the action of acid.

    b.
     with a 1% hydrochloric acid hydrochloric acid: see hydrogen chloride.
    hydrochloric acid
     or muriatic acid

    Solution in water of hydrogen chloride (HCl), a gaseous inorganic compound.
     solution for approximately 1 minute, washed with distilled water Noun 1. distilled water - water that has been purified by distillation
    H2O, water - binary compound that occurs at room temperature as a clear colorless odorless tasteless liquid; freezes into ice below 0 degrees centigrade and boils above 100 degrees centigrade;
    , dried, and an acetate peel made by applying first acetone acetone (ăs`ĭtōn), dimethyl ketone (dīmĕth`əl kē`tōn), or 2-propanone (prō`pənōn), CH3COCH3 , then an acetate sheet on the hinge surface. Annual growth rings imprinted im·print  
    tr.v. im·print·ed, im·print·ing, im·prints
    1. To produce (a mark or pattern) on a surface by pressure.

    2. To produce a mark on (a surface) by pressure.

    3.
     on the acetate peel were counted on a digitizing "Digitizer" redirects here. For the computer device, see Digitizing tablet. For the digitizer in Tablet PC's, see Tablet PC.

    Digitizing or digitization
     table after x40 magnification Magnification

    A measure of the effectiveness of an optical system in enlarging or reducing an image. For an optical system that forms a real image, such a measure is the lateral magnification m
     using a Neo-Promar projector. Shaul and Goodwin (1982) and Noakes and Campbell (1992) provide further details in shell preparation and age validation See validate.

    validation - The stage in the software life-cycle at the end of the development process where software is evaluated to ensure that it complies with the requirements.
     procedures. Although most individuals had both their SL and age measured, there were some that had only the SL or only the age measured; these latter individuals were included in the analysis only where appropriate.

    To determine the weight of geoduck necks by age at recruitment, sub samples of between 45 and 115 geoduck, with as wide a size range as possible, were obtained from each biosample. For each geoduck, the neck was cut at the base from the body, cut longitudinally lon·gi·tu·di·nal  
    adj.
    1.
    a. Of or relating to longitude or length: a longitudinal reckoning by the navigator; made longitudinal measurements of the hull.

    b.
     along the siphons to remove excess water and weighed in grams.

    Data Analyses

    Density

    The mean show-adjusted density, D (number [m.sup.2]), for each plot was calculated as

    (1) D = 1/n [n.summation summation n. the final argument of an attorney at the close of a trial in which he/she attempts to convince the judge and/or jury of the virtues of the client's case. (See: closing argument)  over i=1] [d.sub.i]/1/m [m.summation over j=1] [S.sub.j]

    where [d.sub.i] is the density of geoduck (i.e., number of geoduck [m.sup.-2] or number of geoduck per 1 x 5 m quadrat quad·rat  
    n.
    1. Printing A piece of type metal lower than the raised typeface, used for filling spaces and blank lines. Also called quad2.

    2.
     divided by 5) in the ith quadrat, [S.sub.j] is a proportion of geoduck showing in the jth show quadrat, n is the total number of quadrats sampled to estimate geoduck density, and m is the total number of show quadrats (i.e., twelve 1 x 5 m quadrats) used for estimating show factor in each study area. Hereafter In the future.

    The term hereafter is always used to indicate a future time—to the exclusion of both the past and present—in legal documents, statutes, and other similar papers.
     density in this study refers to show-adjusted density.

    Distribution-free unbiased bootstrap See boot.

    (operating system, compiler) bootstrap - To load and initialise the operating system on a computer. Normally abbreviated to "boot". From the curious expression "to pull oneself up by one's bootstraps", one of the legendary feats of Baron von Munchhausen.
     techniques (Efton & Tibshirani 1993) with S-plus 12001) computer programs were used to estimate 95% confidence intervals confidence interval,
    n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
     (CI) for the mean show-adjusted density. Eq. 1 was used to obtain a new mean show-adjusted density by randomly resampling, with replacement, m new show factors from the original tit show factors and n new density counts from the original n density counts. This procedure was repeated 1000 times. To produce the (1-2[alpha]) CI of show-adjusted density, the [alpha] percentile percentile,
    n the number in a frequency distribution below which a certain percentage of fees will fall. E.g., the ninetieth percentile is the number that divides the distribution of fees into the lower 90% and the upper 10%, or that fee level
     (2.5%) and the 1-[alpha], percentile (97.5%) of the bias-corrected and accelerated (BCa) distribution of the 1000 show-adjusted densities were used as the lower and upper CI bound, respectively (Efron & Tibshirani 1993).

    Exploitation

    Exploitation was calculated as R/D R/D Rate of Descent
    R/D Radius/Diameter
    R/D Resolver to Digital
    R/D Rig Down
    , where R is the removed density (number of geoduck [m.sup.-2] calculated as total number of geoduck divided by the plot area harvested), and D is the geoduck density (mean, 95% CI) surveyed just prior to removal.

    Age Frequencies

    The age frequency data were standardized standardized

    pertaining to data that have been submitted to standardization procedures.


    standardized morbidity rate
    see morbidity rate.

    standardized mortality rate
    see mortality rate.
     for density to allow comparison of the number of geoduck [m.sup.-2] belonging to a particular age group between plots and years. The equation used was:

    (2) [D.sub.a] = [p.sub.a] x D

    where [D.sub.a] is the estimated mean density of geoduck of age a, [p.sub.a] is the proportion of geoduck of age a (mnnber of individuals of age a divided by total number of known age) in the bio-sample, and D is the mean show-adjusted density.

    The 95% CI for density of age a were calculated using a bootstrap algorithm algorithm (ăl`gərĭth'əm) or algorism (–rĭz'əm) [for Al-Khowarizmi], a clearly defined procedure for obtaining the solution to a general type of problem, often numerical.  (Efron & Tibshirani 1993, S-plus 2001). Eq. 1 and 2 were used to obtain a new estimate by randomly resampling, with replacement, m new show factors from the original m show factors, n new density counts from the original n density counts, and k new age estimates from the original k age estimates. The m new show factors and the n new density count were used to estimate D, and the [p.sub.a] was estimated by counting the number of age a in the k new age estimates. This procedure was repeated 1000 times. To produce the (1-2[alpha]) CI of show-adjusted density at age, the [alpha] percentile (2.5%) and the 1-[alpha] percentile (97.5%) of the bias-corrected and accelerated (BCa) distribution of the 1000 show-adjusted densities were used as the lower and upper CI bound, respectively (Efron & Tibshirani 1993).

    Pair-wise comparisons to test for differences in age frequencies between plots and years were conducted using the Mann-Whitney test.

    The figures for age frequencies adjusted to density were truncated truncated adjective Shortened  to 100 y for graphical purposes because there were few geoduck found older than 100 y in both study areas.

    Recruitment

    Recruitment was defined as the density of geoduck growing into the population that were fully vulnerable to fishing. We assumed recruitment to occur when all of the necks of geoduck of the youngest age cohort cohort /co·hort/ (ko´hort)
    1. in epidemiology, a group of individuals sharing a common characteristic and observed over time in the group.

    2.
     were large enough to be clearly' seen by divers when showing at or above the substrate. The threshold criterion used for recruited geoduck neck size at the youngest age was where the lower 95% CI of the mean neck wet weight was equal to 100 g or higher. Recruitment for geoduck from the Ritchie Bay area was 6 y. (neck weight mean = 148.2, lower-upper 95% CI = 130.5-165.9, n = 34), and from the Marina Island area was 7 y (neck weight mean = 124.2, lower-upper 95% CI = 104.2 144.2, n = 22). The densities of age 6 and 7-y geoduck and 95% CI for each plot were calculated as described in the previous section above. Because there were no replicates for each plot-treatment, for comparisons between plots and years, we considered overlapping 95% CI to suggest similarities in mean densities at age, and nonoverlapping 95% CI to suggest a difference in mean densities at age.

    Growth

    The relationship between shell length and age was estimated with the von Bertalanffy (1938) growth model

    (3) [MATHEMATICAL EXPRESSION A group of characters or symbols representing a quantity or an operation. See arithmetic expression.  NOT REPRODUCIBLE re·pro·duce  
    v. re·pro·duced, re·pro·duc·ing, re·pro·duc·es

    v.tr.
    1. To produce a counterpart, image, or copy of.

    2. Biology To generate (offspring) by sexual or asexual means.
     IN ASCII ASCII or American Standard Code for Information Interchange, a set of codes used to represent letters, numbers, a few symbols, and control characters. Originally designed for teletype operations, it has found wide application in computers. .]

    where t is age in years, [L.sub.t] is shell length (mm) at age t, [L[infinity]] is the mean asymptotic length (mm), k is the Brody growth coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int)
    1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities.

    2.
     determining rate of increase or decrease in length increments, [t.sub.0] is a phase-variable, suggesting the hypothetical Hypothetical is an adjective, meaning of or pertaining to a hypothesis. See:
    • Hypothesis
    • Hypothetical
    • Hypothetical (album)
     age at which the organism organism /or·gan·ism/ (or´gan-izm) an individual living thing, whether animal or plant.

    pleuropneumonia-like organisms  any of various bacteria of the genus Mycoplasma,
     would have been at zero length, and [epsilon] N(0,[[sigma].sup.2]) is a normal variate. The parameters [L.sub.[infinity]], k, [t.sub.0], and [epsilon] were estimated using maxinmm likelihood methods (Bain & Engelhardt 1991) in the statistics program of S-Plus (2001). Only undalnaged geoduck shells were used for the growth analyses. Initial analyses indicated that [t.sub.0] values were either far too positively or negatively large in the biosamples that had few young geoduck. For consistency, we followed the same approach of Bureau et al. (2002) by setting to as zero for all samples causing the fitted curves fitted curve

    see fitted curve.
     through the origin and re-estimating [L.sub.[infinity]] k, and [epsilon].

    The 95% CI for the parameters [L.sub.[infinity]], k, and [epsilon] from each biosample were calculated using a bootstrap algorithm as follows. Pairs of age length data for individual geoduck were randomly resampled, with replacement, from the original data up to the biosample size n, and then Eq. 3 (with [t.sub.0] = 0) was used to obtain esiimates of the parameters. This procedure was repeated 1000 times. To produce the (1-2[alpha]) CI for each of, [l.sub.[infinity]], k, and [epsilon]; the [alpha] percentile (2.5%) and the 1-[alpha] percentile (97.5%) of the bias-corrected and accelerated (BCa) distribution of the 1000 values of each parameter (1) Any value passed to a program by the user or by another program in order to customize the program for a particular purpose. A parameter may be anything; for example, a file name, a coordinate, a range of values, a money amount or a code of some kind.  were used as the lower and upper CI bound, respectively (Efron & Tibshirani 1993).

    Pair-wise comparisons for hypothesis testing hypothesis testing

    In statistics, a method for testing how accurately a mathematical model based on one set of data predicts the nature of other data sets generated by the same process.
     of simultaneous differences in parameters [L.sub.[infinity]] and k between all biosamples were conducted using the likelihood ratio test outlined by Kimura (1980) to determine if geoduck growth rates were different between plots and years.

    Relation Between Density, Recruitment, and k

    Regression regression, in psychology: see defense mechanism.
    regression

    In statistics, a process for determining a line or curve that best represents the general trend of a data set.
     analyses (using the least squares method least squares method

    Statistical method for finding a line or curve—the line of best fit—that best represents a correspondence between two measured quantities (e.g., height and weight of a group of college students).
    ) were used to determine if there were significant relationships between the Brody growth coefficient k and mean overall density or recruitment density, for each plot and year at Ritchie Bay.

    RESULTS

    Density

    For Ritchie Bay, geoduck density remained highest over time in unharvested Plot 2 and lowest in the highly exploited Plot 3 (Fig. 1A). The removals over 3 y of practically all geoduck in Plot 3 caused geoduck densities to decline significantly by 1993 and to remain low, although there was a small density increase by 2000 (Fig. 1A). Although there was 0.62 exploitation rate of the geoduck in Plot 1 during 1991 (Table 2), with a consequent con·se·quent  
    adj.
    1.
    a. Following as a natural effect, result, or conclusion: tried to prevent an oil spill and the consequent damage to wildlife.

    b.
     decline in geoduck density in 1992, densities recovered by 1995 (Fig. 1A). Geoduck densities in Plot 4 fluctuated between about 2.68 to 3.85 [m.sup.-2] (Fig. 1A, Table 2).

    Geoduck densities in the Marina Island experimental plots were considerably lower than those for Ritchie Bay (except for Plot 3 after 1992) (Fig. 1, Table 2). The removal of substantial numbers of geoduck reduced densities in both Marina Island Plots 2 and 3 (Fig. 1B, Table 2). Although Plot 3 had the highest and lowest density of the Marina Island plots in 1992 and 1996. respectively, Plot 3 densities recovered slightly to similar densities of control Plot 1 by 2001 (Fig. 1B. Table 2).

    Exploitation rates were high especially in Plot 3 of Ritchie Bay and Marina Island, and in plots that had biosamples taken in already low density plots (Table 2). Mean estimates of exploitation values greater than 1.0 (i.e., Ritchie Bay Plot 3 in 1992, Marina Island Plot 2 in 1992) clearly were not possible and reflect the uncertainty of the density estimates of the survey method, but were possible within the lower 95% CI exploitation values (Table 2).

    Show factors were generally recorded higher than 0.8 for most surveys in both study areas, except for Marina Island during 1993 to 1994 (Fig. 2) and for Ritchie Bay Plot 1 in August 1991 due to inclement in·clem·ent  
    adj.
    1. Stormy: inclement weather.

    2. Showing no clemency; unmerciful.



    in·clem
     weather (see also show factor in methods section). Strong winds, that could have affected geoduck to produce low show factors, were recorded at 30 and 28 km per hour from a northwest direction during July 5 6, 1993 respectively, and at 30 km per hour from a south east direction during June 4, 1994 near Marina Island. There were southeast winds of up to 43 km/hour recorded on August 7, 1991, near Ritchie Bay.

    Age Frequencies

    Following heavy harvesting there was a significant decrease in median ages (Table 3) and clear reduction in the densities of old geoduck in Ritchie Bay Plot 1 (Fig. 3A, 3B, 3C) between 1991 and 1995, Plot 3 (Fig. 3 F, 3G) between 1992 and 2000, and Marina Island Plot 3 (Fig. 4C, 4D) between 1992 and 2001. There was no significant change in geoduck median age for Ritchie Bay control Plot 4 between 1995 and 2000 (Table 3, Fig. 3H, 3I).

    Recruitment

    For Ritchie Bay, geoduck recruitment density at age 6 y, was generally higher for all plots in 2000 than in previous years (Table 4, Fig. 3). Recruitment within plots between years, was similar for Plot I between 1991 and 1995 but higher in 2000; was higher for Plot 2 in 2000 than 1995; higher for Plot 3 in 2000 than 1992; and similar for control Plot 4 in 1995 and 2000 (Table 4, Fig. 3). Geoduck recruitment density between Plots 1,2, and 4 in 1995 was similar, and recruitment for all four plots in 2000 was similar.

    For Marina Island, geoduck recruitment density at age 7 y, was slightly higher for Plot 3 in 2001 than 1992 (Table 4, Fig. 4). Plots 2 and 3 had higher geoduck recruitment than Plot I in 2001 (Table 4, Fig. 4).

    Geoduck recruitment at Ritchie Bay was well above that fin Marina Island in the last l0 y (Fig. 3, 4, Table 4). The highest density for each plot at a particular age and year: for Ritchie Bay Plot 1 was 0.60 at 4 y in 1995, 0.31 at 8 y in 2000; Plot 2 was 0.33 at 4 y in 1995, 0.51 at 8 y in 2000: Plot 3 was 0.08 at 4 y during 1992, 0.16 at 6 y in 2000; Plot 4 was 0.18 at 3 y in 1995, 0.15 at 7 y in 2000 (Fig. 3); and for Marina Island Plot I was 0.014 at 8 y in 2001; Plot 2 was 0.029 at 8 y in 2001; Plot 3 was 0.038 at 9 y in 1992, and 0.042 at 8 y in 2001 (Fig. 4).

    The influence of artificial seeding on the density of the 1991 cohorts, 4 and 9 y later, was suggested by the higher geoduck densities in Plot 1 (4.28 and 1.90 times) and Plot 2 (2.36 and 2.40 times) compared with the geoduck densities in unseeded Plot 4 during 1995 and 2000, respectively (Table 5; Fig. 3).

    Growth

    The results on the geoduck growth curves (Table 6, Fig. 5) and the Kimura pair-wise comparisons (significant differences at P < 0.05) (Table 7) were grouped as follows.

    Within Each Plot Between Years

    The Brody growth coefficients, or k values, for geoduck in Ritchie Bay Plots 1, 2, and 4 were significantly higher in 1995 than for the same plots in 1991 and 2000. In contrast, the k value for Ritchie Bay Plot 3 was significantly higher in 2000 than in 1992. The k value for Marina Island Plot 3 was significantly higher in 2001 than 1992.

    The [L.sub.[infinity]] values were significantly higher, prior to the removals, for most Ritchie Bay plots. (i.e., Plot 1 higher in 1991 than 1995 Plot 1 in 1995 and 2000 were not significantly different). Plot 2 and 4 larger in 1995 than 2000, Plot 3 larger in 1992 than for 2000. and Marina Island Plot 3 larger for 1992 than for 2001. In contrast, the [L.sub.[infinity]] values for Ritchie Bay Plot 4 were not significantly different between 1995 and 2000.

    Between Plots Within Similar Years

    The k value(s) for geoduck in Ritchie Bay Plot 1 in 1991 was not significantly different to Plot 3 in 1992: for 1995 Plots I, 2 and 4 were not significantly different; for 2000 Plots 1, 2. and 4 were not significantly different but all three were significantly lower than that for Plot 3. The k values were not significantly different for Marina Island Plots 1,2, and 3 in 200i. The k value was higher for Marina Island Plot 3 in 1992 than for Ritchie Bay Plot I in 1991 and Plot 3 in 1992.

    The [L.sub.[infinity]] values were significantly different between most Ritchie Bay plots during 1995 and during 2000, except Plot 2 and 4 were not significantly different during 2000. The [L.sub.[infinity]] values for 2001 at Marina Island Plots 2 and 3 were not significantly different, but both were different from Plot 1. The [L.sub.[infinity]] value for Marina Island Plot 3 in 1992 was not significantly different for Ritchie Bay Plot 1 in 1991, but significantly different for Plot 3 in 1992.

    Between Plots and Years

    The k values were significantly different when comparing between most plots and years, except for Ritchie Bay Plots 1, 2, and 4 in 1995, which were similar to Plot 3 in 2000.

    The [L.sub.[infinity]] values were not significantly different between Ritchie Bay Plot 1 in 1991 with Plot 2 and 4 in 1995, with Plots 2 and 4 in 2000, and Plot 4 in 1995 with Plot 2 in 2000.

    Both k and [L.sub.[infinity]] geoduck growth values were significantly higher for the combined Ritchie Bay Plots 1, 2, 3, and 4 data in 2000 compared with the combined Marina Island Plots 1, 2, and 3 data in 2001.

    Relation Between Density, Recruitment, and k

    No significant (P > 0.05) relationships between recruitment and density, k and recruitment, or k and density could be detected when using data from all plots and years in the Ritchie Bay or the Marina Island study areas.

    DISCUSSION

    This study provides, for the first time, information on P. abrupta population biology from a 9-year study of experimental plots in two different areas of southern BC. Heavy exploitation for the first 3 years in Plot 3 of both Ritchie Bay and Marina Island substantially reduced geoduck population densities, reduced the average age (by removing old individuals), but thereafter densities slowly increased due to recruitment. A similar trend was observed for geoduck that were fished heavily only for the first year, but the initial recovery was more rapid in geoduck populations for Plot 1 of Ritchie Bay than for Plot 2 of Marina Island. Geoduck densities in the control plots fluctuated over time, but CIs often overlapped between years. Factors causing geoduck age densities to fluctuate could have included removals for biosamples, fishery induced induced /in·duced/ (in-dldbomacst´)
    1. produced artificially.

    2. produced by induction.

    induced,
    adj artificially caused to occur.


    induced

    induction.
     mortality (harvesting methods causing incidental Contingent upon or pertaining to something that is more important; that which is necessary, appertaining to, or depending upon another known as the principal.

    Under Workers' Compensation statutes, a risk is deemed incidental to employment when it is related to whatever a
     injuries to the remaining unfished geoduck), geoduck natural mortality (e.g., Zhang & Campbell 2004), recruitment and growth rates influenced by environmental conditions. The fluctuation Fluctuation

    A price or interest rate change.
     was also likely related to the accuracy of the density estimates. Although experienced commercial divers were used for all density estimates, occasional poor visibility, due to plankton plankton: see marine biology.
    plankton

    Marine and freshwater organisms that, because they are unable to move or are too small or too weak to swim against water currents, exist in a drifting, floating state.
    , drift algae algae (ăl`jē) [plural of Lat. alga=seaweed], a large and diverse group of primarily aquatic plantlike organisms. These organisms were previously classified as a primitive subkingdom of the plant kingdom, the thallophytes (plants that , silt, or strong current at Ritchie Bay could have influenced the results.

    Geoduck densities surveyed in the experimental plots were generally within the density range reported from surveys in similar regions: west coast of Vancouver Island (0.29-3.34 [m.sup.-2]) (Hand & Dovey 1999. Hand & Bureau 2000) and Inside waters including Georgia Strait (0.18 0.70 [m.sup.-2]) (Hand & Bureau 2000). The high density values of 5-7 [m.sup.-2] found in Plot 2, and generally from Ritchie Bay by Fyfe (1984) (4.00 7.69 [m.sup.-2]), were unusual for southern BC and only matched and surpassed by areas surveyed in northern BC with densities as high as 10.27 [m.sup.-2] found in the Moore Islands Moore Island is a small island in the Belcher Islands group in Hudson Bay in Canada.  (Hand & Bureau 2000). A reason for the high geoduck density at Ritchie Bay was probably because of the area being closed to commercial fishing and designated as a research reserve since 1980 (Fyfe 1984). In contrast, the area around Marina Island was heavily harvested during 1978 1989 and closed to commercial fishing since 1990 (Campbell et al. 1996b).

    Geoduck percentage shows were high (>80%) in both study areas for most of the summers studied. Low show factors (<80%) recorded in the Marina study area during 1993 1994 were preceded by strong winds of 28 30 km per hour a few days prior to the density surveys. High winds probably caused the geoduck to retract TO RETRACT. To withdraw a proposition or offer before it has been accepted.
         2. This the party making it has a right to do is long as it has not been accepted; for no principle of law or equity can, under these circumstances, require him to persevere in it.
     their siphons via shifting sand or debris on the substrate surface at the study sites where depths were fairly shallow (<17 m). Variation in the direction, duration, and/or intensity of wind may have influenced the level of geoduck show factor in different locations, depending on topography topography (təpŏg`rəfē), description or representation of the features and configuration of land surfaces. Topographic maps use symbols and coloring, with particular attention given to the shape and elevations of terrain.  and depth of the area. Low salinity sa·line  
    adj.
    1. Of, relating to, or containing salt; salty.

    2. Of or relating to chemical salts.

    n.
    1. A salt of magnesium or of the alkalis, used in medicine as a cathartic.

    2.
     caused by precipitation precipitation, in chemistry
    precipitation, in chemistry, a process in which a solid is separated from a suspension, sol, or solution. In a suspension such as sand in water the solid spontaneously precipitates (settles out) on standing.
     and rainwater runoff Runoff

    The procedure of printing the end-of-day prices for every stock on an exchange onto ticker tape.

    Notes:
    If the "tape is late" then it can take a long time to print off all the closing prices.
     from nearby land due to storms may also be other factors affecting geoduck shows. Show factor estimates could be important in estimating density, especially when density surveys are conducted after a storm or during fall-winter months. The percent of geoduck in a bed "'showing" their siphons at or above the substrate surface has been found in different studies to vary under different environmental and physiologic physiologic /phys·i·o·log·ic/ (fiz?e-o-loj´ik) physiological.
    Physiologic
    Characteristic of normal, healthy functioning

    Mentioned in: Music Therapy


    physiological, physiologic

    1.
     conditions. A number of authors (Goodwin 1973, Goodwin 1977, Cox & Charman 1980, Turner & Cox 1981, Fyfe 1984) have reported that the highest seasonal percentage of shows (>80%) was during the summer (April to September) when feeding and reproduction occurred and the lowest (<50%) was during the winter (November to February) when many geoduck were inactive in·ac·tive  
    adj.
    1. Not active or tending to be active.

    2.
    a. Not functioning or operating; out of use: inactive machinery.

    b.
    . Shows were highest when local water currents were not excessive and there was no mechanical disturbance DISTURBANCE, torts. A wrong done to an incorporeal hereditament, by hindering or disquieting the owner in the enjoyment of it. Finch. L. 187; 3 Bl. Com. 235; 1 Swift's Dig. 522; Com. Dig. Action upon the case for a disturbance, Pleader, 3 I 6; 1 Serg. & Rawle, 298.  of the bottom (Goodwin 1977). Campbell et al. (1996a) documented the percentage shows was reduced from about 80% to 65% after a storm in a wave-exposed area, but returned to about 80% within 2-3 wk of the storm event.

    The recruit age for geoduck was lower for Ritchie Bay (6 y) than for Marina island (7 y) because geoduck growth rates were highest in Ritchie Bay of the two study areas. This suggests that growth rates, physical or physiologic characteristics and age estimation estimation

    In mathematics, use of a function or formula to derive a solution or make a prediction. Unlike approximation, it has precise connotations. In statistics, for example, it connotes the careful selection and testing of a function called an estimator.
     for geoduck from different locations need to be examined prior to defining an age for a particular type of recruitment, (e.g., neck size for fishery purposes or for age at maturity, Campbell & Ming 2003).

    Recruitment was variable temporally tem·po·ral 1  
    adj.
    1. Of, relating to, or limited by time: a temporal dimension; temporal and spatial boundaries.

    2.
     and at both small and large spatial scales. Recruitment was generally higher for the Ritchie Bay plots during 2000 and for Marina Island Plot 3 during 2001 than the previous years. Recruitment was considerably higher for geoduck in Ritchie Bay during 2000 than 101 Marina Island during 2001. Recruitment was similar for Ritchie Bay plots with high or low geoduck densities during 2000. Spatial and temporal Having to do with time. Contrast with "spatial," which deals with space.  variability in geoduck recruitment have been reported previously (Breen & Shields 1983, Harbo et al. 1983, Fyfe 1984, Goodwin & Shaul 1984, Sloan & Robinson 1984, Breen et al. 1991, Noakes & Campbell 1992, Hand & Dovey 1999, Orensanz et al. 2000, Bureau et al. 2002, Bureau et al. 2003). Recruitment may be influenced by various factors (e.g., size of breeding brood brood
    n.
    See litter.



    brood

    offspring or pertaining to offspring.


    brood mare
    a mare dedicated to the production of foals.
     stock providing progeny PROGENY - 1961. Report generator for UNIVAX SS90. , predation predation

    Form of food getting in which one animal, the predator, eats an animal of another species, the prey, immediately after killing it or, in some cases, while it is still alive. Most predators are generalists; they eat a variety of prey species.
     on the larval larval

    1. pertaining to larvae.

    2. larvate.


    larval migrans
    see cutaneous and visceral larva migrans.
     and early juvenile stages, environmental variables such as local currents, and/or general temperature trends affecting larval and early juvenile growth and survival). The timing of reproduction may also affect larval settlement and juvenile recruitment through food availability and growth rates. Gribben et al. (2004) found that differences in the timing of spawning between two P. zelalTdica populations could be attributed to latitudinal temperature gradients temperature gradient
    n.
    The rate of change of temperature with displacement in a given direction from a given reference point.



    temperature gradient 
    . Bureau et al. (2002, 2003) found that age frequency data of geoduck sampled throughout BC during the 1993 to 2002 period indicated strong geoduck recruitment trends, which might be linked to a general warming trend or El Nino events.

    Local geoduck recruitment also could be affected by the physical disturbances of local fishing events. The study of Goodwin and Shaul (1984), which lasted approximately 20 mo and sampled >1 year-old geoduck with a venture dredge, suggested that fishing could have an adverse effect on recruitment in the short term. Our 9-y study examined the long term side effects Side effects

    Effects of a proposed project on other parts of the firm.
     of fishing on recruitment, since young geoduck (<4 y) could not be detected until the survivors recruited into 6-7 y age groups and became visible to divers several years following the fishing event. In this study, we did not detect any long-term effect of heavy fishing or low geoduck densities on subsequent recruitment. However, Zhang and Campbell (2004) found from retrospective LAW, RETROSPECTIVE. A retrospective law is one that is to take effect, in point of time, before it was passed.
         2. Whenever a law of this kind impairs the obligation of contracts, it is void. 3 Dall. 391.
     age structure modeling of these populations that recruitment was generally lower after fishing geoduck in Plot 3 compared with the other three plots from Ritchie Bay suggesting that fishing, low geoduck densities or juvenile mortality could have influenced recruitment in Plot 3, at least in the first 1-3 y after fishing. Assuming there was sufficient geoduck larval supply from other areas, we concluded (this study and Zhang & Campbell 2004) that a heavy fishing event could reduce local recruitment in the short term, but probably not influence recruitment in the long term (e.g., >3 y). However, other environmental or biologic factors could mask the effects of fishing on recruitment as was observed in the Marina Island study area. In contrast to the Ritchie Bay observations, at Marina Island, the control unfished Plot 1 had poor recruitment compared with the other two fished plots.

    Artificial seeding of Ritchie Bay Plots 1 and 2 provided a slight increase above the natural recruitment. Much (96% to 99%) of the large number of seed released (estimated to be a mean 16.0 [m.sup.-2]) into these two plots probably did not survive. Without providing adequate protection from predators (e.g., fish, crabs Crabs
    An informal or slang term for pubic lice.

    Mentioned in: Lice Infestation

    crabs Pubic lice, see there
    , and starfish) (Goodwin & Pease 1989) artificial geoduck seeding was considered not economically feasible for enhancement of natural geoduck populations (Beattie 1992, Beattie & Blake 1999, Clapp 2000).

    Growth characteristics of geoduck front different plots and years varied considerably. Although no simple broad statistical relationship could be detected between geoduck density and the growth parameters when all plots and years for each study area were combined some interesting observations on geoduck growth could be made. Following removal of many geoduck in a plot, subsequent growth characteristics indicated a lowering of the apparent mean max asymptotic length ([L.sub.[infinity]]) and an increase in the Brody growth coefficient (k) of the von Bertalanffy growth model. Removal of old individuals from a geoduck population such as in Ritchie Bay Plots 1 and 3 and Marina Island Plot 3 (Fig. 1, 3, and Table 3) probably influenced the [L.sub.[infinity]] to decline and the Brody growth function k values to increase (Fig. 5 and Table 6). Where there was no major exploitation and geoduck densities remained similar over time such as in Ritchie Bay Plots 2 and 4, [L.sub.[infinity]] values remained similar, but k values varied with time. Reasons for the differences in P. abrupta growth rates between areas and plots could be generally attributed to various environmental and biologic factors associated with different habitats (e.g., depth, substrate type, temperature, exposure to water surge activity, pollution, food availability, geoduck density, and or genetic characteristics) (Breen & Shields 1983, Harbo et al. 1983, Goodwin & Shaul 1984, Goodwin & Pease 1991, Noakes & Campbell 1992, Hoffmann et al. 2000, Bureau et al. 2002).
    TABLE 1.
    
    Annual schedule of abundance survey (A), bio-sampling (B) and or
    commercial harvest removal (C), and hatchery-reared geoduck juvenile
    seeding (E) in each experimental plot of the Ritchie Bay and Marina
    Island study area.
    
                                                      Marina Island
             Ritchie Bay Experimental Plot          Experimental Plot
               Number and Harvest Regime        Number and Harvest Regime
    
    Year       1         2        3       4        1        2        3
            Moderate    None    Heavy    None   Moderate   None    Heavy
    
    1991   A, B, C, E   A, E   A, C      A
    1992   A            A      A, B, C   A        A        A, C   A, B, C
    1993   A            A      A, C      A        A        A      A
    1994                                          A        A      A
    1995   A, B         A, B   A         A, B
    1996   A            A      A         A        A        A      A
    1997   A            A      A         A        A        A      A
    1998
    1999                                          A        A      A
    2000   A, B         A, B   A, B      A, B
    2001                                          A, B     A, B   A, B
    
    The chronological sequence of events for each plot and year is shown in
    alphabetical order.
    
    TABLE 2.
    
    Summary of pre-harvest geoduck densities, number and density of
    geoduck removed, through harvest and or biosample removals, and
    exploitation rate, by experimental plot at the Ritchie Bay and Marina
    Island study areas.
    
                             Removed    Biosample       Removed
                              total       total         density
    Plot        Year           no.         no.       [no.m.sup.-2]
    
             Ritchie Bay
    
    1           1991          5580         624           2.29
                1995           532         532           0.22
                2000           508         508           0.21
    2           1995           506         506           0.21
                2000           494         494           0.20
    3           1991          2930         --            1.20
                1992          4024         489           1.65
                1993           183         --            0.08
                2000           448         448           0.18
    4           1995           521         521           0.21
                2000           516         516           0.21
    
            Marina Island
    
    1           2001           417         417           0.17
    2           1992           878         --            0.35
                2001           291         291           0.12
    3           1992          1356         556           0.54
                1993           334         --            0.13
                1994           163         --            0.07
                2001           330         330           0.13
    
                             Geoduck Density ([no.m.sup.-2])
    
                                          95% CI
    
    Plot        Year             Mean     Lower    Upper
    
             Ritchie Bay
    
    1           1991             3.67*    2.84     5.06
                1995             3.17     2.82     3.58
                2000             2.00     1.75     2.27
    2           1995             7.35     6.87     7.86
                2000             5.72     5.35     6.09
    3           1991             2.54     2.33     2.75
                1992             1.55     1.34     1.77
                1993             0.15     0.10     0.19
                2000             0.76     0.65     0.88
    4           1995             3.85     3.54     4.15
                2000             2.68     2.45     2.91
    
            Marina Island
    
    1           2001             0.17     0.13     0.22
    2           1992             0.34     0.27     0.41
                2001             0.14     0.10     0.19
    3           1992             0.71     0.61     0.83
                1993             0.33     0.23     0.53
                1994             0.12     0.07     0.17
                2001             0.18     0.14     0.22
    
                                Exploitation Rate
    
                                      95% CI
    
    Plot        Year         Mean     Lower    Upper
    
             Ritchie Bay
    
    1           1991         0.62     0.45     0.81
                1995         0.07     0.06     0.08
                2000         0.10     0.09     0.12
    2           1995         0.03     0.03     0.03
                2000         0.04     0.03     0.04
    3           1991         0.47     0.44     0.51
                1992         1.06     0.93     1.23
                1993         0.51     0.39     0.76
                2000         0.24     0.21     0.28
    4           1995         0.05     0.05     0.06
                2000         0.08     0.07     0.08
    
            Marina Island
    
    1           2001         0.96     0.75     1.33
    2           1992         1.04     0.86     1.12
                2001         0.82     0.63     1.11
    3           1992         0.76     0.66     0.89
                1993         0.40     0.25     0.59
                1994         0.56     0.39     0.88
                2001         0.73     0.60     0.92
    
    Plots 1, 2, and 3 from Ritchie Bay were 0.244 ha/plot, the rest were
    0.250 ha/plot. Removed total and density includes the harvest and
    biosample removals. no, number; CI, confidence interval.
    
    TABLE 3.
    
    Summary statistics of unmodified age data from the Ritchie Bay
    and Marina Island experimental plot biosample data.
    
                                       Age (years)
    
    Year    Plot    Mean    Median           (Min-Max)     SE      n
    
    Ritchie Bay
    
    1991    1       34.1     34.0     a       (3-99)      0.87    522
    1992    3       38.9     43.0     b       (3-111)     1.03    443
    1995    1       24.0     16.0     c       (2-104)     0.94    512
    1995    2       42.8     46.0     e       (1-123)     0.98    487
    1995    4       34.4     35.0     a       (2-123)     1.07    495
    2000    1       19.2      9.0     c       (3-90)      0.79    498
    2000    2       37.1     41.0     b z     (3-115)     1.12    447
    2000    3       12.9      7.0     f       (2-111)     0.76    443
    2000    4       33.7     34.0     ay      (3-124)     1.14    507
    
    Marina Island
    
    1992    3       36.7     30.0     a z     (1-125)     1.16    510
    2001    1       30.2     19.0     y       (3-112)     1.19    411
    2001    2       16.1      9.0     x       (3-98)      1.09    289
    2001    3       13.8      8.0     w       (3-116)     0.88    325
    
    SE = standard error of mean, n = number of geoduck sampled. For each
    study area, medians followed by the same letter indicated age
    distributions were not significantly different (Mann-Whitney pair wise
    test p > 0.05), medians followed by a different letter indicated age
    distributions were significantly different (Mann-Whitney test,
    P < 0.05).
    
    TABLE 4.
    
    Density estimate of geoduck recruitment to harvestable size in
    experimental plots of Ritchie Bay and Marina Island.
    
                                   Number of geoduck [m.sup.-2]
                     Age
    Year    Plot    (year)    Mean     Lower 95% CI    Upper 95% CI
    
    Ritchie Bay
    
    1991    1         6       0.104       0.053           0.179
    1992    3         6       0.021       0.006           0.039
    1995    1         6       0.068       0.032           0.114
    1995    2         6       0.051       0.000           0.096
    1995    4         6       0.109       0.055           0.169
    2000    1         6       0.177       0.122           0.231
    2000    2         6       0.179       0.095           0.285
    2000    3         6       0.165       0.127           0.203
    2000    4         6       0.137       0.089           0.192
    
    Marina Island
    
    1992    3         7       0.028       0.017           0.043
    2001    1         7       0.009       0.005           0.014
    2001    2         7       0.020       0.013           0.029
    2001    3         7       0.030       0.021           0.041
    
    CI, confidence interval.
    
    TABLE 5.
    
    Density of geoduck from the sampled Ritchie Bay study plots to
    show the possible influence on recruitment of 4-year-olds in 1995
    and 9-year-olds in 2000 by artificial seeding in 1991.
    
                                  Number of Geoduck [m.sup.-2]
                     Age
    Year    Plot    (year)    Mean    Lower 95% CI    Upper 95% CI
    
    1995    1 *       4       0.60        0.47            0.74
    1995    2 *       4       0.33        0.21            0.48
    1995    4         4       0.14        0.08            0.20
    2000    1 *       9       0.19        0.14            0.25
    2000    2 *       9       0.24        0.14            0.36
    2000    3         9       0.07        0.05            0.10
    2000    4         9       0.10        0.06            0.14
    
    * Plots 1 and 2 were seeded with hatchery raised geoduck juveniles
    ([greater than or equal to] 0.6 year) during September 1991. Plots 3
    and 4 were not artificially seeded. CI = confidence interval.
    
    TABLE 6.
    
    von Bertalanffy growth parameters for P. abrupta from experimental
    plots at Ritchie Bay and Marina Island.
    
        Plot         Year       [L.sub.[infinity]]
    
     Ritchie Bay
    
          1          1991    150.5 bcx (146.3-155.7)
          1          1995      140.4 a (139.2-141.9)
          1          2000      139.9 a (137.5-141.6)
          2          1995      150.5 c (149.5-151.7)
          2          2000      148.5 b (147.2-149.8)
          3          1992        159.0 (151.1-164.8)
          3          2000        144.3 (142.2-146.4)
          4          1995      147.6 b (146.3-148.9)
          4          2000      148.0 b (146.8-149.3)
       1,2,3,4       2000        145.8 (145.0-146.8)
    
    Marina Island
    
          1          2001        137.8 (136.5-139.2)
          2          2001      134.4 m (132.5-136.5)
          3          1992      149.6 x (144.7-155.9)
          3          2001      131.0 m (129.0-133.1)
        1,2,3        2001        136.1 (135.0-137.1)
    
        Plot                   k                     [sigma]
    
     Ritchie Bay
    
          1           0.234 a (0.204-0.269)    16.62 (14.48-19.54)
          1           0.475 b (0.432-0.521)    10.54 (9.93-11.49)
          1           0.319 c (0.294-0.352)    13.48 (12.59-14.59)
          2           0.405 d (0.372-0.437)    10.81 (10.06-11.60)
          2           0.304 c (0.282-0.335)    10.95 (10.22-11.94)
          3           0.236 a (0.217-0.266)    16.36 (13.98-20.61)
          3          0.413 db (0.382-0.461)     9.96 (9.18-10.94)
          4           0.370 d (0.339-0.412)    11.62 (10.76-12.75)
          4           0.306 c (0.285-0.342)    10.37 (9.74-11.19)
       1,2,3,4          0.328 (0.314-0.340)    12.14 (11.64-12.64)
    
    Marina Island
    
          1           0.277 x  (0.259-0.300)    10.78 (9.95-11.61)
          2           0.262 x  (0.245-0.284)    11.57 (10.53-12.91)
          3              0.155 (0.136-0.172)    19.18 (17.21-22.03)
          3           0.266 x  (0.250-0.285)    10.82 (9.93-11.99)
        1,2,3           0.252  (0.244-0.263)    11.35 (10.84-12.03)
    
        Plot           n
    
     Ritchie Bay
    
          1            82
          1           314
          1           427
          2           397
          2           365
          3            58
          3           297
          4           365
          4           421
       1,2,3,4       1510
    
    Marina Island
    
          1           348
          2           223
          3            90
          3           255
        1,2,3         826
    
    Values in brackets are approximate 95% confidence intervals. The von
    Bertalanffy parameter [t.sub.o] was set at zero. Mean
    [L.sub.[infinity]] and k values followed by the same letter and column
    are not significantly different (P > 0.05); whereas values not followed
    by the same letter are significantly different (P < 0.05) using the
    Kiruma method (see text and Table 6 for more details). Comparisons of
    geoduck growth in plots between study areas were conducted only for
    plots that were sampled in the same year or one year apart. [sigma]
    is the mean square error of the model.
    
    TABLE 7.
    
    Results of the likelihood ratio tests using the Kimura (1980) method
    to compare von Bertalanffy growth parameters of geoduck between
    years and plots for Ritchie Bay and Marina Island.
    
                 Comparisons                     P-values Hypotheses
    
     Plot      Year versus    Plot     Year      H1      H2       H3
    
         Ritchie Bay           Ritchie Bay
    
       1          1991          1      1995     0        0       0
       1          1991          1      2000     0        0       0
       1          1991          2      1995     0        1.0     0
       1          1991          2      2000     0        0.3     0
       1          1991          3      1992     0.88     0.02    0.03
       1          1991          3      2000     0        0       0
       1          1991          4      1995     0        0.13    0
       1          1991          4      2000     0        0.16    0
       1          1995          1      2000     0        0.65    0
       1          1995          2      1995     0.049    0       0
       1          1995          2      2000     0        0       0
       1          1995          3      1992     0        0       0
       1          1995          3      2000     0.06     0       0
       1          1995          4      1995     0        0       0
       1          1995          4      2000     0        0       0
       1          2000          2      1995     0        0       0
       1          2000          2      2000     0.44     0       0
       1          2000          3      1992     0        0       0
       1          2000          3      2000     0        0       0
       1          2000          4      1995     0.04     0       0
       1          2000          4      2000     0.44     0       0
       2          1995          2      2000     0        0.02    0
       2          1995          3      1992     0        0       0
       2          1995          3      2000     0.76     0       0
       2          1995          4      1995     0.26     0       0
       2          1995          4      2000     0        0       0
       2          2000          3      1992     0        0       0
       2          2000          3      2000     0        0       0
       2          2000          4      1995     0        0.31    0.03
       2          2000          4      2000     0.84     0.57    0.83
       3          1992          3      2000     0        0       0
       3          1992          4      1995     0        0       0
       3          1992          4      2000     0        0       0
       3          2000          4      1995     0.13     0.01    0.04
       3          2000          4      2000     0        0       0
       4          1995          4      2000     0        0.61    0.01
    
        Marina Island         Marina Island
    
       1          2001          2      2001     0.30     0.02    0
       1          2001          3      1992     0        0       0
       1          2001          3      2001     0.42     0       0
       2          2001          3      1992     0        0       0
       2          2001          3      2001     0.70     0.08    0.03
       3          1992          3      2001     0        0       0
    
         Ritchie Bay          Marina Island
    
       1          1991          3      1992     0        0.81    0
       3          1992          3      1992     0        0.02    0
    1,2,3,4       2000        1,2,3    2001     0        0       0
    
    Hypotheses: H1: Common k, i.e., [L.sub.[infinity]](1) [not equal to]
    [L.sub.[infinity]](2) and k(1) = k(2); H2: Common [L.sub.[infinity]],
    i.e., [L.sub.[infinity]](1) = [L.sub.[infinity]](2) and k(1)
    [not equal to] k(2); H3: Common k and [L.sub.[infinity]], i.e.,
    [L.sub.[infinity]](1) = [L.sub.[infinity]](2) and k(1) = k(2). The
    null hypothesis rejected at [alpha] <0.05 level. P-values of 0 are
    <0.005.
    


    ACKNOWLEDGMENTS

    The authors thank D. Brouwer, D. Bureau, W. Carolsfeld, B. Clapp, J. Clarke, L. Convey, R. Khan khan

    Historically, the ruler or monarch of a Mongol tribe. Early on a distinction was made between the title of khan and that of khakan, or “great khan.” Later the term khan was adopted by the Seljuq and Khwarezm-Shah dynasties as a title for the highest
    , C. Hand, R. Harbo, S. Heizer, L. Lee, J. McArthur, F. Merilees, J. Nash, J. Rogers, T. Scott, K. Southey, N. W. Surry, W. Thompson: and T. White for technical assistance: W. Hajas for statistical advice: many geoduck commercial fishermen: R. Antifave, M. Barcelonne, R. Barton, M. Boudreau, K. Brewer, P. Boulton B. Crawford, G. Hache, R. Hats, G. Hickie, J. Hume, T. Keith, R. Kowatski, D. Larsom J. M. LeGuerrier, M. Lanoie, G. MacDonald, G. McKay, K. Montgomery, D. Mousseau, M. Renshaw, S. Renshaw, A. Schofield, T. Somerville, G. Sorensen and N. Sorenson, S. Soucy, R. Sutherland, K. Tull, L. Tulloch, B. Wallace-Tarry: Underwater Underwater

    1. The condition a call option is in when its strike price is higher than the market price of the underlying stock.

    2. The condition a put option is in when its strike price is lower than the market price of the underlying stock.
     Harvesters Association, for assisting with the field experiments; Pelegos Tracking and CF McLean Trucking for transporting samples and shells: J. H. Beattie, Washington Department of Fish and Wildlife, for supplying the hatchery hatchery

    a commercial establishment dedicated to the hatching of bird eggs to provide day old chicks and poults to the poultry industry.


    hatchery liquid
    the contents of unfertilized eggs. Used in petfood manufacture.
     reared juvenile geoduck: C. Hand, W. Hajas and anonymous reviewers for helpful comments, which improved this manuscript.

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    A. CAMPBELL, (1) C. W. YEUNG, (1) G. DOVEY (2) AND Z. ZHANG (1)

    (1) Pacific Biological Station, Nanaimo, BC, Canada V9T 6N7; (2) West 123[degrees] Resource Consulting Inc., PO Box 781, Ladysmith, BC, Canada V9G IA6
    COPYRIGHT 2004 National Shellfisheries Association, Inc.
    No portion of this article can be reproduced without the express written permission from the copyright holder.
    Copyright 2004, Gale Group. All rights reserved. Gale Group is a Thomson Corporation Company.

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    Trends in Maine softshell clam landings.

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