Introduction Directory UMM :Data Elmu:jurnal:A:Aquacultural Engineering:Vol23.Issue1-3.Sept2000:

hard clams and other suitable species are considered. Published by Elsevier Science B.V. Keywords : GIS; Hard clam; Mercenaria; Aquaculture; Lease site selection

1. Introduction

Considerable effort has been expended on the development of suitable tech- niques for the effective culture and marketing of a variety of aquatic animal and plant species, including for example various algae, invertebrates such as clams and shrimp, and a host of vertebrate fish species e.g. Rosenthal et al., 1995. In contrast, much less effort has been expended to assist in the crucial process of selecting a site suitable for field grow-out of the chosen species e.g. Kapetsky et al., 1987, 1988; Meaden and Kapetsky, 1991; Ross et al., 1993; Fridley, 1995; Kapetsky and Nath, 1997; Aguilar-Manjarrez and Nath, 1998; Parker et al., 1998; Rubec et al., 1998. As a result, a substantial database is available that describes appropriate feeds, expected growth rates, reproductive seasonality, and rates of mortality for a lengthy list of potentially aquaculture-suitable species. Unfortunately, much of that information has been derived under laboratory or controlled conditions, and even the information that has been obtained from field grow-out is site-specific and may have little applicability at other sites. Such information is adequate for animals that are cultured exclusively under controlled conditions. However, field grow-out is essential to obtain the production scales and economic returns necessary to fulfil the promise of aquaculture and to adequately supplement marine capture fisheries Meaden and Kapetsky, 1991. Successful large-scale aquaculture therefore requires the selection of a grow-out site that will provide rates of economic return predicted under laboratory and controlled grow-out situations. Until recently, that process of site selection has largely been ignored, especially in the marine environment Aguilar-Manjarrez and Ross, 1995. In Florida, USA, the economic potential of aquaculture is recognized both by individual citizens migrating into the industry and by local and state governmental entities responsible for management of this emerging economic sector. Aquaculture is fully supported by state government in Florida Florida Statutes, 1996, and that support has led to the development of successful ventures particularly in the tropical fish, alligator, catfish, and in the marine environment shellfish industry subsectors. The hard clam Mercenaria spp. has emerged in the last decade as one of the most economically important aquaculture species in the marine environment. Hard clam aquaculture in Florida has expanded from an essentially non-existent industry B 1 of total 1993 commercial clam landings in Florida to an industry with annual landings approaching 4.6 million \ 55 of total 1997 commercial clam landings in Florida. The development of the Florida hard clam aquaculture industry has not occurred without controversy, however, particularly with respect to the requirement for final grow-out of cultured product on publicly-owned sovereign submerged lands. The challenge has been to provide clam culturists with adequate and suitable nearshore habitat within which to produce clams, while minimizing conflict with other user-groups demanding access to these extremely resource-rich shallow coastal waters. Multiple criteria must be considered when determining the suitability of a site for hard clam aquaculture Berrigan, 1996. The State of Florida requires that hard clam leases be located in areas containing natural densities of less than five clams per m 2 to avoid conflict with the fishery for naturally occurring clams, and in areas that are essentially devoid 1 coverage or less of rooted aquatic vegetation to avoid negative impacts on this important natural resource. For harvesting purposes, the lease must be located within an Approved or Conditionally Approved shellfish harvesting zone Table 1; Berrigan, 1996, with Approved zones being most desirable and Conditionally Approved zones being least desirable. To avoid inter- ference with vessel traffic, the lease borders must be located a minimum of 30 m from the nearest recognized navigational channel. Finally, from the perspective of the culturist, sites located in water depths less than 1.8 m are most desirable for ease of maintenance and because the clams grow faster in shallower water Arnold et al., 1991. The culturist also desires a site that is located in close proximity to a boat ramp to facilitate site access and product transport, although not so close as to experience negative impacts from boating traffic. Finally, it is useful to identify areas that have been historically characterized by water quality suitable for the Table 1 Shellfish harvesting area classifications for Florida waters Rodriguez, 1998 Classification Criteria Approved Dangerous concentrations of fecal material, pathogenic microorganisms, and poisonous or deleterious substances are not present. Conditionally Approved The area meets Approved area classification criteria. Bacterial pollution is intermittent, and conditions associated with the release, persistence, and distribution of bacterial pollution are known. A management plan is available for closing and reopening the area that includes the administrative procedures to implement those actions. The area is not so contaminated with poisonous or deleterious substances Restricted that consumption of shellfish after relaying or controlled purification would be hazardous. Shellfish harvesting from Restricted areas is allowed only by special license and requires State approved monitors. Conditionally Restricted The area will meet Restricted area classification criteria. The area is not so contaminated with poisonous or deleterious substances that consumption of shellfish after suitable purification would be hazardous. A management plan is available for closing and reopening the area that includes the administrative procedures to implement those actions. Fecal material, pathogenic microorganisms, or poisonous or deleterious Prohibited substances are consistently or unpredictably present in dangerous concentrations. Alternatively, surveys identify actual or potential pollution sources of high magnitude which may affect the shellfish harvesting area. Unclassified A comprehensive shellfish harvesting survey is not available for the area. Shellfish harvest is prohibited from Unclassified waters. Table 2 List of stations used in the determination of minimum salinity and dissolved oxygen D.O. in Shellfish Harvesting Area C SHA C of the Indian River lagoon a End year Minimum salinity ppt Minimum D.O. mgl Station no. N Start year 98 13.0 27 4.0 53 96 61 87 98 13.2 1.1 91 98 13.9 64 1.5 54 93 98 14.2 94 4.5 66 34 94 46 98 12.9 4.0 68 98 13.2 69 0.6 65 93 98 13.4 93 0.3 57 70 87 152 98 13.3 0.5 71 98 13.4 72 0.5 163 87 97 12.9 87 4.6 69 74 93 63 98 6.8 0.7 76 98 14.4 77 4.6 33 96 98 13.4 94 1.7 55 78 94 36 98 14.2 1.8 79 98 12.9 80 2.0 37 94 98 12.0 87 0.5 82 158 87 164 98 13.3 0.4 84 98 13.1 85 0.4 180 87 98 15.3 93 0.5 32 88 87 180 98 13.0 0.3 91 87 183 98 13.3 0.3 92 98 12.4 87 0.4 94 174 93 54 98 11.5 0.6 96 98 12.0 97 0.7 47 94 98 12.6 94 0.6 58 99 94 35 98 12.8 1.7 100 98 13.3 101 0.5 166 87 98 13.0 87 0.6 102 153 87 127 98 11.9 0.6 103 98 13.9 104 0.7 58 94 98 12.7 87 3.5 105 111 87 150 98 12.9 1.9 112 87 171 98 13.5 0.8 114 98 13.4 92 0.3 84 121 92 64 98 13.3 0.4 122 98 14.4 123 0.5 56 92 98 13.3 92 0.5 71 124 92 84 98 12.8 0.5 127 92 83 98 13.2 0.4 128 98 13.3 94 0.8 131 50 92 53 98 13.0 0.7 132 92 53 98 13.0 0.8 133 a See Figs. 5 and 6 for locations of water quality sampling stations. N = number of samples collected at that station during the sampling interval. Table 3 List of stations used in the determination of minimum salinity and dissolved oxygen D.O. in Charlotte Harbor a End year Minimum salinity ppt Minimum D.O. mgl Station no. N Start year 59 23.1 0.3 86 G1 98 2.2 17.0 G10 102 98 85 19.4 123 1.2 85 98 G20 1.2 G24 100 85 98 24.0 2.7 18.9 86 114 98 G25 8.2 94 2.3 89 98 G26 98 19.3 1.7 G30 89 85 11.6 108 1.8 85 98 G110 1.7 23.2 G130 79 96 85 15.2 80 3.6 85 96 G140 137 6.6 2.5 85 G160 98 4.0 6.9 121 85 G170 98 14.3 98 4.0 86 98 G180 98 13.5 1.1 G190 135 85 11.6 94 1.4 85 98 G200 3.2 0.5 M10 123 98 84 0.5 111 1.3 84 98 M20 0.5 120 2.2 84 98 M40 3.2 1.0 85 135 98 M50 0.7 138 3.2 85 98 M60 98 0.2 2.3 M70 135 85 98 0.5 2.9 M110 122 84 2.8 0.8 98 M111 87 131 98 3.0 0.4 160 M130 84 1.2 0.8 84 140 98 M150 0.4 48 4.2 84 98 M161 98 0.4 3.3 M163 79 84 2.4 137 0.4 84 98 M170 3.0 0.2 M180 117 98 84 0.4 115 3.0 84 98 M190 0.1 109 3.4 84 98 M200 2.4 0.1 84 112 98 M210 0.0 84 1.8 86 98 M211 98 0.4 3.4 M212 58 86 98 0.0 4.0 M213 82 89 1.1 3.4 98 P20 85 86 P30 9.3 75 85 98 13.1 4.1 24.1 41 85 P40 98 13.4 72 1.2 85 98 P50 98 22.6 1.4 P51 58 86 16.7 45 4.8 88 98 P52 3.9 18.2 P53 66 98 85 21.6 74 2.4 88 98 P54 98 24.0 1.3 P57 85 72 4.0 26.5 98 88 P58 25 25.4 80 0.5 85 98 P59 P60 2.9 75 85 98 22.5 0.6 98 88 22.5 60 P61 Table 3 Continued End year Minimum salinity ppt Minimum D.O. mgl N Station no. Start year 98 21.5 0.4 P62 51 85 2.2 18.5 98 P70 85 70 98 23.7 3.9 P80 68 85 5.3 11.3 33 85 P90 97 22.8 78 2.5 85 98 P130 98 13.5 2.4 P300 74 85 13.1 76 2.9 85 98 P310 3.6 12.4 P311 77 98 85 12.4 79 4.3 85 98 P320 13.0 65 2.3 85 98 P321 2.7 12.1 98 P360 85 42 3.4 83 2.1 88 98 P370 1.9 4.1 85 85 P380 98 9.6 38 1.7 85 98 P390 98 11.7 3.1 P400 43 85 2.1 P420 73 86 98 10.7 2.0 5.7 85 84 98 P430 3.2 85 2.6 85 98 P440 98 2.9 1.6 P470 77 85 98 2.3 1.2 P490 85 85 2.6 0.8 98 P500 85 48 97 11.2 2.0 P501 26 87 2.9 26.5 9 89 F77 98 28.8 16 6.2 89 98 F143 98 26.5 4.6 F197 20 89 98 27.8 5.5 F289 89 15 3.5 27.2 F665 53 98 89 26.4 41 4.7 89 98 F1016 13.1 51 4.7 89 98 F1169 2.0 15.9 98 F1369 89 51 98 2.5 2.4 F2226 89 50 a See Figs. 11 and 12 for locations of water quality sampling stations. N = number of samples collected at that station during the sampling interval. The letter preceding the station number indicates the Shellfish Harvesting Area SHA from which the data were collected G, Gasparilla Sound; M, Myakka River; P, Pine Island Sound; F, FMRI Fisheries Independent Monitoring Program. growth and survival of the target organism throughout the 10-year life of the aquaculture lease Berrigan, 1996. A Geographic Information System GIS-based methodology is here described that is effective in assisting with the identification and quantification of sites suitable for shellfish aquaculture, can be used to identify information needs applicable to the identification of additional sites, and may considerably alleviate many of the user-group conflicts that plague industry development. Similar tech- niques have been previously applied in both developing e.g. Aguilar-Manjarrez and Nath, 1998 and developed e.g. Kapetsky et al., 1990 countries, and to both coastal marine e.g. Ross et al., 1993 and inland freshwater e.g. Kapetsky and Nath, 1997 fisheries. These applications are extended to a coastal marine inverte- brate, the hard clam Mercenaria spp., and the capabilities of GIS techniques in providing a user-friendly approach to selecting individual lease sites that may be only several hectares in areal extent are emphasized.

2. Methods