Catalyzing Conservation: An Analysis of Fish Stock Dynamics in a Marine Protected Area before and after Artificial Reef Deployment
Abstract
:1. Introduction
2. Materials and Methods
2.1. Artificial Reef Construction
2.2. Sampling Site
2.3. Seasonal Monitoring
2.4. Fish Abundance and Biomass Calculation
2.5. Data Analysis
3. Results
3.1. Species Presence, Abundance, and Biomass
3.1.1. Species Presence
3.1.2. Species Abundance
3.1.3. Species Biomass
3.2. Statistical Analysis
3.2.1. SIMPER Analysis
3.2.2. Diversity Indexes
3.2.3. Non-Metric Multi-Dimensional Scaling
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Class | Family | Species | May-07 | Sep-07 | Apr-08 | Jun-08 | Apr-16 | Jun-16 | Apr-17 | May-17 |
---|---|---|---|---|---|---|---|---|---|---|
Osteichthyes | Blenniidae | Blennius ocellaris (Linnaeus, 1758) | − | − | − | − | − | − | + | + |
Bothidae | Arnoglossus laterna (Walbaum 1792) | + | + | + | + | + | + | + | + | |
Arnoglossus rueppelii (Cocco, 1844) | + | + | + | − | − | − | − | − | ||
Arnoglossus thori (Kyle, 1913) | − | − | + | − | − | − | − | − | ||
Callionymidae | Callionymus risso (Lesueur, 1814) | − | − | − | + | − | − | + | − | |
Carangidae | Caranx rhonchus (Geoffroy Saint-Hilaire, 1817) | − | − | − | − | − | + | − | − | |
Cepolidae | Cepola macrophthalma (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Citharidae | Citharus linguatula (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Alosidae | Alosa fallax (Lessepede, 1803) | + | − | − | + | − | + | − | + | |
Clupeidae | Sardina pilchardus (Walbaum, 1792) | + | + | + | + | + | + | + | + | |
Sardinella aurita (Valenciennes, 1847) | + | − | − | + | − | + | − | + | ||
Congridae | Conger conger (Linnaeus, 1758) | + | + | − | + | − | + | − | + | |
Engraulidae | Engraulis encrasicolus (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Gadidae | Merlangius merlangus (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Micromesistious poutassou (Risso, 1827) | − | − | − | − | − | − | + | − | ||
Trisopterus minutus (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Gobiidae | Aphia minuta (Risso, 1810) | + | − | − | − | − | − | − | − | |
Gobius niger (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Lesueurigobius friesii (Malm, 1874) | + | + | + | + | − | − | − | − | ||
Lesueurigobius suerii (Risso, 1810) | + | + | + | − | − | − | − | − | ||
Labridae | Symphodus tinca (Linnaeus, 1758) | − | + | − | − | − | − | − | − | |
Lophiidae | Lophius budegasa (Spinola, 1807) | + | + | + | + | + | − | + | + | |
Merluciidae | Merluccius merluccius (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Mullidae | Mullus barbatus (Linnaeus, 1758) | − | + | + | + | + | + | + | + | |
Mullus surmuletus (Linnaeus, 1758) | − | + | − | − | − | − | − | − | ||
Pleuronectidae | Platichthys flesus (Linnaeus, 1758) | + | + | − | + | − | − | − | − | |
Pomatomidae | Pomatomus saltatrix (Linnaeus, 1766) | − | − | − | − | + | + | + | + | |
Scombridae | Scomber japonicus (Houttuyn, 1782) | − | − | + | + | − | − | − | + | |
Scomber scombrus (Linnaeus, 1758) | − | + | − | + | + | − | + | − | ||
Scophthalmidae | Scophtalmus rhompus (Linnaeus, 1758) | − | − | − | − | + | + | + | + | |
Scorpaenidae | Scorpaena notata (Rafinesque, 1810) | + | + | + | + | + | + | + | + | |
Scorpaena porcus (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Scorpaena scrofa (Linnaeus, 1758) | − | − | − | − | − | − | − | − | ||
Serranidae | Serranus cabrilla (Linnaeus, 1758) | + | + | − | + | + | + | + | + | |
Serranus hepatus (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Soleidae | Pegusa lascaris (Risso, 1810) | − | − | + | − | − | − | − | − | |
Solea solea (Linnaeus, 1758) | + | + | − | + | + | + | + | + | ||
Sparidae | Boops boops (Linnaeus, 1758) | − | − | + | − | − | + | + | + | |
Dentex gibbosus (Rafinesque, 1810) | − | − | − | − | − | + | − | − | ||
Diplodus annularis (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Diplodus vulgaris (Geoffroy Saint-Hilaire, 1817) | − | − | + | − | − | + | − | − | ||
Pagellus acarne (Risso, 1827) | + | + | − | − | − | + | + | − | ||
Pagellus bogaraveo (Brünnich, 1768) | + | + | − | − | − | + | + | + | ||
Pagellus erythrinus (Linnaeus, 1758) | + | − | + | + | + | + | + | + | ||
Sparus aurata (Linnaeus, 1758) | − | − | − | − | − | + | + | + | ||
Spicara flexuosum (Rafinesque, 1810) | + | + | + | + | + | + | + | + | ||
Spondyliosoma cantharus (Linnaeus, 1758) | − | − | + | − | − | − | − | − | ||
Sphyraenidae | Sphyraena sphyraena (Linnaeus, 1758) | − | − | − | − | − | + | − | − | |
Trachinidae | Trachinus draco (Linnaeus, 1758) | + | − | − | − | − | − | − | + | |
Trachurus mediterraneus (Steindachner, 1868) | + | + | + | + | + | + | + | + | ||
Trachurus trachurus (Linnaeus, 1758) | + | − | − | − | − | − | − | − | ||
Triglidae | Lepidotrigla cavillone (Lacépède, 1801) | − | + | + | − | − | − | + | + | |
Chelidonichthys lastoviza (Bonnaterre, 1758) | + | + | + | + | + | + | + | + | ||
Uranoscopidae | Uranoscopus scaber (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Zeidae | Zeus faber (Linnaeus, 1758) | + | − | − | − | − | + | + | + | |
Cephalopoda | Loliginidae | Alloteuthis media (Linnaeus, 1758) | + | + | + | − | − | + | + | + |
Loligo vulgaris (Lamarck, 1798) | + | + | + | + | + | + | + | + | ||
Octopodidae | Eledone moschata (Lamarck, 1798) | + | + | + | + | + | + | + | + | |
Octopus vulgaris (Cuvier, 1797) | − | + | + | + | + | + | + | + | ||
Ommastrephidae | Illex coindentii (Vérany, 1837) | + | + | + | − | + | − | + | + | |
Sepiidae | Sepia officinalis (Linnaeus, 1758) | + | + | + | + | − | + | + | + | |
Malacostraca | Dorippidae | Medorippe lanata (Linnaeus, 1758) | + | + | + | + | + | + | + | + |
Eriphiidae | Eriphia verrucosa (Forsskål, 1775) | + | − | + | − | + | − | + | + | |
Goneplacidae | Goneplax rhomboides (Linnaeus, 1758) | + | + | + | + | + | − | + | + | |
Munididae | Munida rugosa (Fabricius, 1775) | − | + | − | − | − | − | − | − | |
Penaeidae | Parapenaeus longirostris (Lucas, 1846) | + | + | + | − | + | + | + | + | |
Penaeus kerathurus (Forsskål, 1775) | − | + | + | − | + | + | + | + | ||
Penaeus aztecus (Ives, 1891) | − | − | − | − | + | + | + | + | ||
Portunidae | Callinectes sapidus (Rathbun, 1896) | − | − | − | − | − | + | − | − | |
Liocarcinus depurator (Linnaeus, 1758) | + | + | + | + | + | + | + | + | ||
Squillidae | Squilla mantis (Linnaeus, 1758) | + | + | + | + | + | + | + | + | |
Chondrichthyes | Dasyatidae | Dasyatis pastinaca (Linnaeus, 1758) | − | − | − | − | − | − | + | − |
Myliobatidae | Myliobatis aquila (Linnaeus, 1758) | − | − | − | − | − | + | − | + | |
Rajidae | Raja brachyura (Lafont, 1871) | − | − | − | + | − | − | − | − | |
Raja montaqui (Fowler, 1910) | − | − | − | − | − | + | − | − | ||
Torpenididae | Torpedo marmorata (Risso, 1810) | + | + | + | + | + | + | + | + | |
Tetronarce nobiliana (Bonaparte, 1835) | + | + | + | + | + | + | + | + |
30-May-07 | 10-Sep-07 | 14-Apr-08 | 13-Jun-08 | 7-Apr-16 | 8-Jun-16 | 7-Apr-17 | 8-May-17 | 7–8 Avg. | 16–17 Avg. | |
---|---|---|---|---|---|---|---|---|---|---|
Species | Abundance N /km2 | |||||||||
Alloteuthis media | 129 | 129 | 378 | 0 | 0 | 1 | 187 | 831 | 159 | 254 |
Alosa fallax | 9 | 0 | 0 | 92 | 0 | 4 | 0 | 18 | 25 | 5 |
Aphia minuta | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2.25 | 0 |
Arnoglossus laterna | 4961 | 3061 | 3237 | 16,727 | 17 | 33 | 4073 | 6919 | 6996 | 2760 |
Arnoglossus rueppelii | 92 | 37 | 28 | 0 | 0 | 0 | 0 | 0 | 39 | 0 |
Arnoglossus thori | 0 | 0 | 83 | 0 | 0 | 0 | 0 | 0 | 20 | 0 |
Blennius ocellaris | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 27 | 0 | 9 |
Boops boops | 0 | 0 | 28 | 0 | 0 | 2 | 137 | 82 | 7 | 55 |
Callinectes sapidus | 0 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 |
Callionymus risso | 0 | 0 | 0 | 166 | 0 | 0 | 20 | 0 | 41 | 4 |
Caranx rhonchus | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 |
Cepola macrophthalma | 1014 | 1199 | 1309 | 2536 | 1 | 3 | 79 | 110 | 1514 | 48 |
Citharus linguatula | 479 | 876 | 811 | 2729 | 179 | 30 | 520 | 1031 | 1223 | 440 |
Conger conger | 9 | 18 | 0 | 18 | 0 | 16 | 0 | 9 | 11 | 6 |
Dasyatis pastinaca | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 2 |
Dentex gibbosus | 0 | 0 | 0 | 0 | 0 | 17 | 0 | 0 | 0 | 4 |
Diplodus annularis | 5754 | 2886 | 11,904 | 9461 | 137 | 245 | 5290 | 11,026 | 7501 | 4174 |
Diplodus vulgaris | 0 | 0 | 111 | 0 | 0 | 40 | 0 | 0 | 27 | 9 |
Eledone moschata | 18 | 55 | 9 | 28 | 2 | 14 | 39 | 9 | 27 | 16 |
Engraulis encrasicolus | 15,095 | 2858 | 7958 | 3227 | 7 | 7 | 2287 | 10,826 | 7284 | 3281 |
Eriphia verrucosa | 46 | 0 | 65 | 0 | 0 | 0 | 39 | 37 | 27 | 19 |
Peaneus aztecus | 0 | 0 | 0 | 0 | 0 | 85 | 39 | 9 | 0 | 33 |
Gobius niger | 1457 | 913 | 1724 | 3329 | 3 | 3 | 177 | 247 | 1855 | 107 |
Goneplax rhomboides | 18 | 9 | 55 | 258 | 0 | 0 | 49 | 155 | 85 | 51 |
Illex coindetii | 323 | 28 | 535 | 0 | 3 | 0 | 334 | 37 | 221 | 93 |
Lepidotrigla cavillone | 0 | 74 | 65 | 0 | 0 | 0 | 29 | 64 | 34 | 23 |
Lesuerigobius friessi | 3347 | 1909 | 1512 | 3071 | 0 | 0 | 0 | 0 | 2459 | 0 |
Lesuerigobius suerii | 18 | 55 | 9 | 0 | 0 | 0 | 0 | 0 | 20 | 0 |
Liocarcinus depurator | 2241 | 3310 | 950 | 16,302 | 52 | 3 | 88 | 456 | 5700 | 149 |
Loligo vulgaris | 304 | 3882 | 120 | 46 | 1 | 20 | 59 | 18 | 1088 | 24 |
Lophius budegassa | 18 | 9 | 37 | 46 | 3 | 0 | 29 | 9 | 27 | 10 |
Medorippe lanata | 221 | 83 | 194 | 240 | 1 | 2 | 20 | 82 | 184 | 26 |
Merlangius merlangus | 1466 | 913 | 369 | 461 | 13 | 1 | 10 | 110 | 802 | 33 |
Merluccius merluccius | 1641 | 572 | 166 | 92 | 3 | 17 | 98 | 64 | 617 | 45 |
Micromesistius poutassou | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 0 | 0 | 2 |
Mullus barbatus | 0 | 1014 | 775 | 101 | 60 | 1155 | 7979 | 1926 | 472 | 2780 |
Mullus surmuletus | 0 | 369 | 0 | 0 | 0 | 0 | 0 | 0 | 92 | 0 |
Munida rugosa | 0 | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 |
Myliobatis aquila | 0 | 0 | 0 | 0 | 0 | 72 | 0 | 9 | 0 | 20 |
Octopus vulgaris | 0 | 37 | 9 | 28 | 16 | 18 | 10 | 9 | 18 | 13 |
Pagellus acarne | 37 | 15,279 | 0 | 0 | 0 | 56 | 49 | 0 | 3829 | 26 |
Pagellus bogaraveo | 65 | 645 | 0 | 0 | 0 | 41 | 49 | 420 | 177 | 127 |
Pagellus erythrinus | 37 | 0 | 931 | 194 | 148 | 448 | 10,315 | 4865 | 290 | 3943 |
Paguridae | 0 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 4.5 | 0 |
Parapenaeus longirostris | 28 | 18 | 28 | 0 | 1 | 3 | 206 | 173 | 18 | 95 |
Penaeus kerathurus | 0 | 55 | 18 | 0 | 12 | 24 | 79 | 55 | 18 | 42 |
Platichthys flesus | 65 | 129 | 0 | 120 | 0 | 0 | 0 | 0 | 78 | 0 |
Pomatomus saltatrix | 0 | 0 | 0 | 0 | 4 | 84 | 29 | 155 | 0 | 68 |
Raja brachyura | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 2.25 | 0 |
Raja montagui | 0 | 0 | 0 | 0 | 0 | 15 | 0 | 0 | 0 | 3 |
Sardina pilchardus | 221 | 8668 | 17,713 | 1632 | 1 | 3 | 39 | 4098 | 7058 | 1035 |
Sardinella aurita | 9 | 0 | 0 | 314 | 0 | 1 | 0 | 18 | 80 | 4.9 |
Scomber japonicus | 0 | 0 | 9 | 9 | 0 | 0 | 0 | 438 | 4.5 | 109 |
Scomber scombrus | 0 | 249 | 0 | 9 | 0 | 0 | 49 | 0 | 64.5 | 12 |
Scophtalmus rhompus | 0 | 0 | 0 | 0 | 7 | 8 | 10 | 18 | 0 | 10 |
Scorpaena notata | 821 | 194 | 415 | 2305 | 100 | 124 | 2208 | 2008 | 933 | 1109 |
Scorpaena porcus | 120 | 249 | 489 | 443 | 12 | 11 | 118 | 758 | 325 | 224 |
Scorpaena scrofa | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Sepia elegans | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Sepia officinalis | 18 | 286 | 37 | 9 | 0 | 141 | 88 | 18 | 87 | 61 |
Serranus cabrilla | 46 | 9 | 0 | 65 | 5 | 27 | 10 | 46 | 30 | 21 |
Serranus hepatus | 4795 | 4583 | 12,734 | 25,210 | 22 | 20 | 2257 | 3459 | 11,830 | 1439 |
Solea lascaris | 0 | 0 | 18 | 0 | 0 | 0 | 0 | 0 | 4.5 | 0 |
Solea solea | 37 | 28 | 0 | 18 | 4 | 22 | 118 | 201 | 20 | 86 |
Sparus aurata | 0 | 0 | 0 | 0 | 0 | 26 | 39 | 64 | 0 | 32 |
Sphyraena sphyraena | 0 | 0 | 0 | 0 | 0 | 14 | 0 | 0 | 0 | 3 |
Spicara flexuosum | 1365 | 2029 | 1780 | 2019 | 9 | 6 | 2346 | 5294 | 179 | 1913 |
Spondyliosoma cantharus | 0 | 0 | 203 | 0 | 0 | 0 | 0 | 0 | 50 | 0 |
Squilla mantis | 553 | 959 | 811 | 1180 | 13 | 41 | 648 | 429 | 875 | 282 |
Symphodus tinca | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 0 |
Torpedo marmorata | 28 | 55 | 18 | 65 | 0 | 36 | 39 | 18 | 41 | 23 |
Tetronarce nobiliana | 166 | 138 | 37 | 28 | 0 | 18 | 39 | 46 | 92 | 25 |
Trachinus draco | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 37 | 4 | 9 |
Trachurus mediterraneus | 231 | 6298 | 65,413 | 10,973 | 124 | 211 | 4770 | 3186 | 20,728 | 2072 |
Trachurus trachurus | 46 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 0 |
Chelidonichthys lucerna | 46 | 562 | 55 | 46 | 70 | 249 | 1492 | 1059 | 177 | 717 |
Trisopterus minutus | 2692 | 2010 | 7137 | 1272 | 7 | 4 | 0 | 46 | 3277 | 13 |
Uranoscopus scaber | 46 | 28 | 46 | 37 | 10 | 128 | 98 | 155 | 39 | 97 |
Zeus faber | 9 | 0 | 0 | 0 | 0 | 13 | 20 | 18 | 2 | 12 |
Biomass kg/km2 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
Species | 30-May-07 | 10-Sep-07 | 14-Apr-08 | 13-Jun-08 | 7-Apr-16 | 8-Jun-16 | 7-Apr-17 | 8-May-17 | 08/09 Avg. | 16/17 Avg. |
Alloteuthis media | 0.4 | 0.2 | 0.8 | 0.0 | 17.8 | 209.2 | 1.2 | 6.8 | 0.4 | 58.8 |
Alosa fallax | 0.7 | 0.0 | 0.0 | 3.9 | 0.0 | 47.5 | 0.0 | 2.0 | 1.2 | 12.4 |
Aphia minuta | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Arnoglossus laterna | 33.2 | 20.6 | 19.1 | 77.6 | 2226.2 | 4592.3 | 30.8 | 48.7 | 37.6 | 1724.5 |
Arnoglossus rueppelii | 0.3 | 0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 |
Arnoglossus thori | 0.0 | 0.0 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 |
Blennius ocellaris | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.1 | 0.4 | 0.0 | 0.1 |
Boops boops | 0.0 | 0.0 | 1.1 | 0.0 | 0.0 | 85.6 | 4.0 | 1.2 | 0.3 | 22.7 |
Callinectes sapidus | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 | 0.0 | 0.0 | 0.0 | 4.8 |
Callionymus risso | 0.0 | 0.0 | 0.0 | 0.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.2 | 0.0 |
Caranx rhonchus | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 28.5 | 0.0 | 0.0 | 0.0 | 7.1 |
Cepola macrophthalma | 23.3 | 22.4 | 21.6 | 39.1 | 53.4 | 152.1 | 0.8 | 1.1 | 26.6 | 0.0 |
Citharus linguatula | 24.3 | 16.9 | 13.0 | 59.9 | 5164.8 | 1958.6 | 7.8 | 20.7 | 28.5 | 1788.0 |
Conger conger | 5.0 | 6.6 | 0.0 | 11.1 | 0.0 | 28.5 | 0.0 | 11.0 | 5.7 | 9.9 |
Dasyatis pastinaca | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 14.7 | 0.0 | 0.0 | 3.7 |
Dentex gibbosus | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 142.6 | 0.0 | 0.0 | 0.0 | 35.7 |
Diplodus annularis | 250.6 | 125.6 | 445.2 | 396.5 | 3624.3 | 7767.9 | 199.4 | 491.5 | 304.5 | 3020.8 |
Diplodus vulgaris | 0.0 | 0.0 | 4.2 | 0.0 | 0.0 | 1188.5 | 0.0 | 0.0 | 1.1 | 297.1 |
Eledone moschata | 7.6 | 33.6 | 2.6 | 12.9 | 8.9 | 38.0 | 18.1 | 2.2 | 14.2 | 16.8 |
Engraulis encrasicolus | 132.5 | 17.1 | 64.4 | 17.1 | 1611.8 | 2453.0 | 13.6 | 48.9 | 57.7 | 1031.8 |
Eriphia verrucosa | 0.2 | 0.0 | 0.8 | 0.0 | 106.9 | 19.0 | 0.1 | 0.1 | 0.3 | 31.5 |
Penaeus aztecus | 0.0 | 0.0 | 0.0 | 0.0 | 8.9 | 209.2 | 2.5 | 0.2 | 0.0 | 55.2 |
Gobius niger | 28.8 | 17.4 | 51.2 | 40.6 | 115.8 | 237.7 | 2.4 | 4.7 | 34.5 | 90.2 |
Goneplax rhomboides | 0.1 | 0.1 | 0.3 | 2.2 | 53.4 | 0.0 | 0.1 | 0.6 | 0.7 | 13.5 |
Illex coindetii | 28.2 | 1.7 | 14.4 | 0.0 | 35.6 | 0.0 | 5.6 | 2.5 | 11.1 | 10.9 |
Lepidotrigla cavillone | 0.0 | 0.3 | 0.7 | 0.0 | 0.0 | 0.0 | 0.2 | 0.4 | 0.2 | 0.2 |
Lesuerigobius friessi | 18.8 | 10.3 | 12.6 | 13.5 | 0.0 | 0.0 | 0.0 | 0.0 | 13.8 | 0.0 |
Lesuerigobius suerii | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Liocarcinus depurator | 29.4 | 68.8 | 7.8 | 174.2 | 3606.4 | 247.2 | 0.3 | 4.9 | 70.0 | 964.7 |
Loligo vulgaris | 5.1 | 82.8 | 6.9 | 2.6 | 44.5 | 599.0 | 5.4 | 0.1 | 24.3 | 162.3 |
Lophius budegassa | 7.8 | 14.2 | 37.3 | 42.4 | 8.9 | 0.0 | 10.7 | 1.9 | 25.4 | 5.4 |
Medorippe lanata | 5.0 | 1.8 | 2.7 | 3.8 | 142.5 | 66.6 | 0.1 | 0.8 | 3.3 | 52.5 |
Merlangius merlangus | 76.5 | 72.8 | 29.8 | 14.6 | 133.6 | 19.0 | 2.3 | 0.7 | 48.4 | 38.9 |
Merluccius merluccius | 112.1 | 23.7 | 22.5 | 8.9 | 124.7 | 351.8 | 30.3 | 14.0 | 41.8 | 130.2 |
Micromesistius poutassou | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.7 | 0.0 | 0.0 | 0.2 |
Mullus barbatus | 0.0 | 20.0 | 18.0 | 1.7 | 1335.7 | 22219.8 | 247.3 | 89.8 | 9.9 | 5973.2 |
Mullus surmuletus | 0.0 | 7.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 |
Munida iris | 0.0 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Myliobatis aquila | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 76.1 | 0.0 | 11.0 | 0.0 | 21.8 |
Octopus vulgaris | 0.0 | 27.0 | 14.0 | 35.5 | 17.8 | 28.5 | 10.8 | 5.7 | 19.1 | 15.7 |
Pagellus acarne | 2.0 | 85.6 | 0.0 | 0.0 | 0.0 | 2158.3 | 0.4 | 0.0 | 21.9 | 539.7 |
Pagellus bogaraveo | 2.8 | 10.7 | 0.0 | 0.0 | 0.0 | 4173.9 | 0.6 | 13.4 | 3.4 | 1047.0 |
Pagellus erythrinus | 2.4 | 0.0 | 15.6 | 8.4 | 2920.8 | 5818.8 | 597.7 | 360.1 | 6.6 | 2424.4 |
Paguridae | 0.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Parapenaeus longirostris | 0.2 | 0.2 | 0.2 | 0.0 | 276.0 | 589.5 | 0.6 | 0.6 | 0.2 | 216.7 |
Penaeus kerathurus | 0.0 | 0.8 | 0.2 | 0.0 | 320.6 | 1093.4 | 3.4 | 2.2 | 0.3 | 354.9 |
Platichthys flesus | 31.4 | 27.0 | 0.0 | 39.2 | 0.0 | 0.0 | 0.0 | 0.0 | 24.4 | 0.0 |
Pomatomus saltatrix | 0.0 | 0.0 | 0.0 | 0.0 | 44.5 | 1350.1 | 2.3 | 18.1 | 0.0 | 353.8 |
Raja brachyura | 0.0 | 0.0 | 0.0 | 5.8 | 0.0 | 0.0 | 0.0 | 0.0 | 1.5 | 0.0 |
Raja montagui | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 19.0 | 0.0 | 0.0 | 0.0 | 4.8 |
Sardina pilchardus | 3.7 | 74.0 | 283.3 | 18.4 | 62.3 | 209.2 | 0.2 | 48.7 | 94.8 | 80.1 |
Sardinella aurita | 0.7 | 0.0 | 0.0 | 10.6 | 0.0 | 57.0 | 0.0 | 0.5 | 2.8 | 14.4 |
Scomber japonicus | 0.0 | 0.0 | 0.6 | 0.3 | 0.0 | 0.0 | 0.0 | 20.1 | 0.2 | 5.0 |
Scomber scombrus | 0.0 | 13.3 | 0.0 | 0.3 | 8.9 | 0.0 | 1.2 | 0.0 | 3.4 | 2.5 |
Scophtalmus rhompus | 0.0 | 0.0 | 0.0 | 0.0 | 17.8 | 9.5 | 5.9 | 8.1 | 0.0 | 10.3 |
Scorpaena notata | 34.0 | 8.1 | 11.7 | 99.7 | 1968.0 | 1968.1 | 124.4 | 103.1 | 38.4 | 1040.9 |
Scorpaena porcus | 11.4 | 11.2 | 23.0 | 41.6 | 222.6 | 142.6 | 14.1 | 59.1 | 21.8 | 109.6 |
Scorpaena scrofa | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Sepia elegans | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Sepia officinalis | 2.2 | 10.3 | 6.0 | 0.9 | 0.0 | 1293.1 | 16.5 | 8.8 | 4.9 | 329.6 |
Serranus cabrilla | 5.5 | 1.1 | 0.0 | 6.6 | 44.5 | 256.7 | 1.2 | 3.7 | 3.3 | 76.5 |
Serranus hepatus | 64.5 | 62.9 | 153.8 | 331.5 | 1638.5 | 1350.1 | 31.5 | 50.9 | 153.2 | 767.8 |
Solea lascaris | 0.0 | 0.0 | 2.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.0 |
Solea solea | 3.9 | 2.6 | 0.0 | 1.7 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 |
Solea vulgaris | 0.0 | 0.0 | 0.0 | 0.0 | 26.7 | 180.6 | 8.6 | 23.2 | 0.0 | 59.8 |
Sparus aurata | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 494.4 | 1.9 | 3.8 | 0.0 | 125.0 |
Sphyraena sphyraena | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 133.1 | 0.0 | 0.0 | 0.0 | 33.3 |
Spicara flexuosum | 45.9 | 63.2 | 62.9 | 30.9 | 249.3 | 161.6 | 70.9 | 170.3 | 50.7 | 163.0 |
Spondyliosoma cantharus | 0.0 | 0.0 | 4.9 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.2 | 0.0 |
Squilla mantis | 15.0 | 17.6 | 17.2 | 11.9 | 623.3 | 1435.7 | 15.1 | 11.0 | 15.4 | 521.3 |
Symphodus tinca | 0.0 | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Torpedo marmorata | 1.5 | 17.6 | 1.5 | 4.6 | 17.8 | 76.1 | 5.2 | 16.6 | 6.3 | 28.9 |
Tetronarce nobiliana | 7.8 | 6.6 | 1.7 | 0.8 | 8.9 | 28.5 | 1.4 | 2.1 | 4.2 | 10.2 |
Trachinus draco | 1.3 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4 | 0.3 | 0.1 |
Trachurus mediterraneus | 8.5 | 141.7 | 942.2 | 222.8 | 2769.4 | 3879.2 | 287.6 | 180.6 | 328.8 | 1779.2 |
Trachurus trachurus | 1.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 |
Chelidonichthys lucerna | 16.4 | 47.2 | 14.6 | 12.6 | 926.1 | 2272.4 | 151.0 | 138.7 | 22.7 | 872.1 |
Trisopterus minutus | 107.0 | 70.1 | 259.9 | 35.5 | 89.0 | 47.5 | 0.0 | 0.7 | 118.1 | 34.3 |
Uranoscopus scaber | 9.1 | 2.1 | 11.2 | 6.8 | 35.6 | 599.0 | 16.2 | 39.8 | 7.3 | 172.7 |
Zeus faber | 6.6 | 0.0 | 0.0 | 0.0 | 0.0 | 85.6 | 10.4 | 12.8 | 1.7 | 27.2 |
Group 2007–2008 | Group 2016–2017 | ||||
---|---|---|---|---|---|
Species | Av. Biomass | Av. Biomass | Av. Diss | Contrib% | Cum.% |
Mullus barbatus | 1.77 | 8.79 | 2.25 | 5.02 | 5.02 |
Pagellus erythrinus | 1.6 | 7.02 | 1.74 | 3.87 | 8.9 |
Penaeus kerathurus | 0.25 | 4.34 | 1.39 | 3.11 | 12 |
Pomatomus saltatrix | 0 | 4.34 | 1.39 | 3.1 | 15.11 |
Pagellus bogaraveo | 1.35 | 5.69 | 1.39 | 3.1 | 18.21 |
Citharus linguatula | 2.31 | 6.5 | 1.35 | 3 | 21.21 |
Arnoglossus laterna | 2.48 | 6.44 | 1.27 | 2.84 | 26.95 |
Sparus aurata | 0 | 3.34 | 1.07 | 2.39 | 29.34 |
Chelidonichthys lucerna | 2.18 | 5.43 | 1.04 | 2.33 | 31.67 |
Diplodus annularis | 4.18 | 7.41 | 1.04 | 2.32 | 33.98 |
Parapenaeus longirostris | 0.63 | 3.84 | 1.03 | 2.29 | 36.28 |
Scorpaena notata | 2.49 | 5.68 | 1.03 | 2.28 | 38.56 |
Diplodus vulgaris | 1.01 | 4.15 | 1.01 | 2.25 | 40.81 |
Engraulis encrasicolus | 2.76 | 5.67 | 0.94 | 2.08 | 42.89 |
Squilla mantis | 1.98 | 4.78 | 0.9 | 2 | 44.89 |
Solea vulgaris | 0 | 2.78 | 0.89 | 1.99 | 46.88 |
Sepia officinalis | 1.48 | 4.26 | 0.89 | 1.99 | 48.87 |
Penaeus aztecus | 0 | 2.73 | 0.88 | 1.95 | 50.82 |
Liocarcinus depurator | 2.89 | 5.57 | 0.86 | 1.92 | 54.66 |
Pagellus acarne | 2.16 | 4.82 | 0.85 | 1.9 | 56.56 |
Dentex gibbosus | 0 | 2.44 | 0.78 | 1.75 | 58.31 |
Sphyraena sphyraena | 0 | 2.4 | 0.77 | 1.72 | 60.03 |
Cepola macrophthalma | 2.27 | 0 | 0.73 | 1.63 | 61.65 |
Trachurus mediterraneus | 4.26 | 6.49 | 0.72 | 1.6 | 63.25 |
Platichthys flesus | 2.22 | 0 | 0.71 | 1.59 | 64.84 |
Myliobatis aquila | 0 | 2.16 | 0.69 | 1.55 | 66.39 |
Alloteuthis media | 0.77 | 2.77 | 0.64 | 1.43 | 67.82 |
Uranoscopus scaber | 1.64 | 3.62 | 0.64 | 1.42 | 69.23 |
Lesuerigobius friessi | 1.93 | 0 | 0.62 | 1.38 | 70.61 |
Scophtalmus rhompus | 0 | 1.79 | 0.58 | 1.28 | 71.9 |
Serranus hepatus | 3.52 | 5.26 | 0.56 | 1.25 | 73.15 |
Eriphia verrucosa | 0.71 | 2.37 | 0.53 | 1.18 | 74.33 |
Caranx rhonchus | 0 | 1.63 | 0.52 | 1.17 | 75.5 |
Serranus cabrilla | 1.35 | 2.96 | 0.52 | 1.15 | 76.65 |
Callinectes sapidus | 0 | 1.48 | 0.47 | 1.06 | 77.71 |
Raja montagui | 0 | 1.48 | 0.47 | 1.06 | 78.76 |
Boops boops | 0.73 | 2.18 | 0.47 | 1.04 | 79.81 |
Dasyatis pastinaca | 0 | 1.38 | 0.44 | 0.99 | 80.8 |
Loligo vulgaris | 2.22 | 3.57 | 0.43 | 0.96 | 81.76 |
Medorippe lanata | 1.35 | 2.69 | 0.43 | 0.96 | 82.72 |
Solea solea | 1.19 | 0 | 0.38 | 0.85 | 83.58 |
Mullus surmuletus | 1.19 | 0 | 0.38 | 0.85 | 84.43 |
Zeus faber | 1.14 | 2.28 | 0.37 | 0.82 | 85.25 |
Raja brachyura | 1.1 | 0 | 0.35 | 0.79 | 86.03 |
Scorpaena porcus | 2.16 | 3.24 | 0.35 | 0.77 | 86.8 |
Spondyliosoma cantharus | 1.05 | 0 | 0.34 | 0.75 | 87.56 |
Goneplax rhomboides | 0.9 | 1.92 | 0.33 | 0.73 | 88.28 |
Spicara flexuosum | 2.67 | 3.57 | 0.29 | 0.65 | 88.93 |
Trisopterus minutus | 3.3 | 2.42 | 0.28 | 0.63 | 89.56 |
Pegusa lascaris | 0.85 | 0 | 0.27 | 0.61 | 90.17 |
Sample | S | N | d | J’ | Brillouin | Fisher | H’ (Loge) | 1-Lambda’ |
---|---|---|---|---|---|---|---|---|
30 May 2007 | 48 | 195 | 8.917 | 0.9633 | 3.363 | 20.37 | 3.729 | 0.9777 |
10 September 2007 | 49 | 224 | 8.872 | 0.9675 | 3.429 | 19.37 | 3.765 | 0.9786 |
14 April 2008 | 46 | 216 | 8.372 | 0.9537 | 3.327 | 17.9 | 3.652 | 0.9737 |
13 June 2008 | 43 | 207 | 7.879 | 0.9551 | 3.261 | 16.52 | 3.592 | 0.9728 |
7 April 2016 | 33 | 63 | 7.714 | 0.9769 | 2.809 | 27.8 | 3.416 | 0.98 |
8 June 2016 | 52 | 115 | 10.75 | 0.9773 | 3.303 | 36.57 | 3.861 | 0.9855 |
7 April 2017 | 50 | 188 | 9.354 | 0.9623 | 3.384 | 22.24 | 3.765 | 0.9783 |
8 May 2017 | 52 | 211 | 9.528 | 0.9615 | 3.384 | 22.04 | 3.799 | 0.9789 |
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Kallianiotis, A.A.; Anastasiadou, C.; Batjakas, I.E. Catalyzing Conservation: An Analysis of Fish Stock Dynamics in a Marine Protected Area before and after Artificial Reef Deployment. Coasts 2024, 4, 150-167. https://doi.org/10.3390/coasts4010009
Kallianiotis AA, Anastasiadou C, Batjakas IE. Catalyzing Conservation: An Analysis of Fish Stock Dynamics in a Marine Protected Area before and after Artificial Reef Deployment. Coasts. 2024; 4(1):150-167. https://doi.org/10.3390/coasts4010009
Chicago/Turabian StyleKallianiotis, Athanasios A., Chryssa Anastasiadou, and Ioannis E. Batjakas. 2024. "Catalyzing Conservation: An Analysis of Fish Stock Dynamics in a Marine Protected Area before and after Artificial Reef Deployment" Coasts 4, no. 1: 150-167. https://doi.org/10.3390/coasts4010009
APA StyleKallianiotis, A. A., Anastasiadou, C., & Batjakas, I. E. (2024). Catalyzing Conservation: An Analysis of Fish Stock Dynamics in a Marine Protected Area before and after Artificial Reef Deployment. Coasts, 4(1), 150-167. https://doi.org/10.3390/coasts4010009