Acknowledgement
이 논문은 2023년 해양수산부 재원으로 해양수산기술진흥원(20180384, 수산전문인력양성), 고창군 해양수산과 재원으로 고창군 곰소만 패류(바지락) 양식장 해양환경 조사의 지원을 받아 수행된 연구임을 밝힙니다.
References
- Alboukadel K and F Mundt. 2017. Factoextra: Extract and Visualize the Results of Multivariate Data Analyses. R Package Version 1.0.7. https://CRAN.R-project.org/package=factoextra. Accessed November 20, 2023.
- Ansari ZA and SGP Matondkar. 2014. Anthropogenic activities including pollution and contamination of coastal marine environment. J. Ecophysiol. Occup. Health 14:71-78. https://doi.org/10.18311/jeoh/2014/1674
- Chang JH, SO Ryu and YJ Jo. 2007. Long-term variation of tidal-flat sediments in Gomso Bay, west coast of Korea. J. Korean Earth Sci. Soc. 28:357-366. https://doi.org/10.5467/JKESS.2007.28.3.357
- Charrad M, N Ghazzali, V Boiteau and A Niknafs. 2014. NbClust: An R package for determining the relevant number of clusters in a data set. J. Stat. Softw. 61:1-36. https://doi.org/10.18637/jss.v061.i06
- Choi J, J Kang and W Park. 2015a. Monthly variations of cirriped larvae near Oryuk Islets off Busan, Korea. Korean J. Environ. Biol. 33:230-239. https://doi.org/10.11626/KJEB.2015.33.2.230
- Choi K and JH Jo. 2015. Morphodynamics of tidal channels in the open coast macrotidal flat, Southern Ganghwa Island in Gyeonggi Bay, west coast of Korea. J. Sediment Res. 85:582-595. https://doi.org/10.2110/jsr.2015.44
- Choi K, CM Hong, MH Kim, CR Oh and JH Jung. 2013. Morphologic evolution of macrotidal estuarine channels in Gomso Bay, west coast of Korea: Implications for the architectural development of inclined heterolithic stratification. Mar. Geol. 346:343-354. https://doi.org/10.1016/j.margeo.2013.10.005
- Choi M, IS Lee, CS Kim, HC Kim and DW Hwang. 2015b. Distributions of organic matter and trace metals in surface sediments around a manila clam Ruditapes phillippinarum farming area in Gomso Bay, Korea. Korean J. Fish. Aquat. Sci. 48:555-563. https://doi.org/10.5657/kfas.2015.0555
- Choi SY, B Hyun, PG Jang, K Shin, HY Soh, JH Kang and MC Jang. 2021. Effects of hypoxia on the distribution of calanoid copepod eggs in the seabed sediments of the eutrophic Masan Bay, Korea. Water 13:3116. https://doi.org/10.3390/w13213116
- Choi SY, HY Soh, K Shin, SW Jung and MC Jang. 2023. Effects of hypoxia on benthic eggs of calanoid copepods in the Southern Sea of Korea. Front. Mar. Sci. 10:1132851. https://doi.org/10.3389/fmars.2023.1132851
- Choo S, MT Kwak, YK Cho, YH Yoon and HY Oh. 2023. Effects of water masses on the zooplankton community structure in the northern East China Sea during the East Asian Summer Monsoon in 2020. Ecol. Indic. 154:110847. https://doi.org/10.1016/j.ecolind.2023.110847
- Ferreira JG, RA Corner, H Moore, SB Bricker and R Rheault. 2018. Ecological carrying capacity for shellfish aquaculture - sustainability of naturally occurring filter-feeders and cultivated bivalves. J. Shellfish Res. 37:709-726. https://doi.org/10.2983/035.037.0404
- Gibbs MT. 2007. Sustainability performance indicators for suspended bivalve aquaculture activities. Ecol. Indic. 7:94-107. https://doi.org/10.1016/j.ecolind.2005.10.004
- Hall CJ and CW Burns. 2002. Environmental gradients and zooplankton distribution in a shallow, tidal lake. Arch. Hydrobiol. 154:485-497. https://doi.org/10.1127/archiv-hydrobiol/154/2002/485
- Hwang OM, KS Shin, SH Baek, WJ Lee, SA Kim and MC Jang. 2011. Annual variations in community structure of mesozooplankton by short-term sampling in Jangmok Harbor of Jinhae Bay. Ocean Polar Res. 33:235-253. https://doi.org/10.4217/OPR.2011.33.3.235
- Jang MC, KS Shin, PG Jang and WJ Lee. 2010. Relationship between environmental factors and short-term variations of mesozooplankton during summer in Jangmok Bay, south coast of Korea. Ocean Polar Res. 32:41-52. https://doi.org/10.4217/OPR.2010.32.1.041
- Jeong YH, YT Kim, KH Kim, SY Kim, BH Kim and JS Yang. 2006. Mass balance of salts, DIP, DIN, and DON in the Gomso Tidal Flat. The Sea: J. Korean Soc. Oceanogr. 11:68-81.
- Jeong YS, S Choo and HY Soh. 2022. Influence of rainfall events on zooplankton community characteristics and feeding habits in estuarine-coastal environments. Front. Mar. Sci. 9:950695. https://doi.org/10.3389/fmars.2022.950695
- Jeong YS, SJ Lee, S Choo, YH Yoon, H Cho, DJ Kim and HY Soh. 2023. The seasonal environmental factors affecting copepod community in the Anma Islands of Yeonggwang, Yellow Sea. Ocean Polar Res. 45:1-13. https://doi.org/10.4217/OPR.2023004
- Kahle DJ and H Wickham. 2013. ggmap: spatial visualization with ggplot2. R J. 5:144-161. https://doi.org/10.32614/RJ-2013-014
- Kellermann A and CH Koh. 1999. Korean Tidal Flats: The West Pacific Mirror of the European Wadden Sea. Wadden Sea Newsletter No. 1. Common Wadden Sea Secretariat. Wilhelmshaven, Germany. pp. 7-8.
- Lan B, L He, Y Huang, X Guo, W Xu and C Zhu. 2021. Tempo-spatial variations of zooplankton communities in relation to environmental factors and the ecological implications: A case study in the hinterland of the Three Gorges Reservoir area, China. PLoS One 16:e0256313. https://doi.org/10.1371/journal.pone.0256313
- Lee CR, C Park, SR Yang and YS Sin. 2006. Spatio-temporal variation of mesozooplankton in Asan Bay. The Sea: J. Korean Soc. Oceanogr. 11:1-10.
- Lee EH, MH Seo, YH Yoon, SD Choi and HY Soh. 2017. Environmental factors affecting zooplankton community in Gwangyang Bay. Korean J. Environ. Biol. 35:631-639. https://doi.org/10.11626/KJEB.2017.35.4.631
- Lee EH, SY Choi, MH Seo and HY Soh. 2022. Impacts of hypoxia on the mesozooplankton community structure in a semienclosed bay. Front. Mar. Sci. 9:1005442. https://doi.org/10.3389/fmars.2022.1005442
- Lee JK, C Park, DB Lee and SW Lee. 2012a. Variations in plankton assemblage in a semi-closed Chunsu Bay, Korea. The Sea: J. Korean Soc. Oceanogr. 17:95-111. https://doi.org/10.7850/jkso.2012.17.2.095
- Lee OM, MS Yoo, BI Lee and AS Lim. 2008. The distribution and standing crop of phytoplankton at the estuaries of Galgok stream and Incheon River in Jeollanam-do. Algae 23:257-268. https://doi.org/10.4490/ALGAE.2008.23.4.257
- Lee YW, MO Park, JH Yoon and SB Hur. 2012b. Temporal and spatial variation of microalgal biomass and community structure in seawater and surface sediment of the Gomso Bay as determined by chemotaxonomic analysis. The Sea: J. Korean Soc. Oceanogr. 17:87-94. https://doi.org/10.7850/jkso.2012.17.2.087
- Lim HS. 2016. Growth of the manila clam (Ruditapes philippinarum) cultured in Gomso tidal flat, Korea. Korean J. Malacol. 32:189-195. https://doi.org/10.9710/kjm.2016.32.3.189
- Liu Z, A Yang, J Liu, C Xing, S Huang, Y Huo, Z Yang, J Huang and W Liu. 2023. Turnover of phytoplankton and zooplankton communities driven by human-induced disturbances and climate changes in a small urban coastal wetland. Ecol. Indic. 157:111271. https://doi.org/10.1016/j.ecolind.2023.111271
- Matthews B and A Mazumder. 2005. Consequences of large temporal variability of zooplankton δ15N for modeling fish trophic position and variation. Limnol. Oceanogr. 50:1404-1414. https://doi.org/10.4319/lo.2005.50.5.1404
- MOE. 2018. Standard Methods for the Examination of Seawater. National Institute of Biological Resources and Ministry of Environment. Incheon and Sejong, Korea. pp. 46-49.
- Moon SY, MH Seo and HY Soh. 2011. Distribution characteristics of two dominant paracalanids on temperature and salinity in the brackish and coastal waters from the west and south coasts of Korea. Korean J. Environ. Biol. 29:11-16.
- Moon SY, MH Seo, YS Shin and HY Soh. 2012. Seasonal variation of mesozooplankton communities in the semi-enclosed Muan Bay, Korea. Ocean Polar Res. 34:1-18. https://doi.org/10.4217/OPR.2012.34.1.001
- Murphy S and G Voulgaris. 2006. Identifying the role of tides, rainfall and seasonality in marsh sedimentation using long-term suspended sediment concentration data. Mar. Geol. 227:31-50. https://doi.org/10.1016/j.margeo.2005.10.006
- Oh Y and Y Kang. 2022. Spatial distribution of phytoplankton in Gamak Bay in spring, with emphasis on small phytoplankton. Korean J. Environ. Biol. 40:374-386. https://doi.org/10.11626/KJEB.2022.40.4.374
- Oksanen J, G Simpson, F Blanchet, R Kindt, P Legendre, P Minchin, R O'Hara, P Solymos, M Stevens, E Szoecs, H Wagner, M Barbour, M Bedward, B Bolker, D Borcard, G Carvalho, M Chirico, M De Caceres, S Durand, H Evangelista, R FitzJohn, M Friendly, B Furneaux, G Hannigan, M Hill, L Lahti, D McGlinn, M Ouellette, E Ribeiro Cunha, T Smith, A Stier, C Ter Braak and J Weedon. 2022. vegan: community ecology package. R package version 2.6-4. https://CRAN.R-project. org/package=vegan. Accessed November 20, 2023.
- Park K, HJ Woo, HS Jung, JB Jeong, JH Ryu and JH Lee. 2022. A geological environment characteristics dataset of tidal flat surface sediments: A 2021 pilot study of the Gomso Bay Tidal Flat Area to use of sediment type data. Geo Data 4:9-22. https://doi.org/10.22761/dj2022.4.2.002
- R Core Team. 2022. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna. https://www.R-project.org. Accessed December 14, 2023.
- Richardson AJ. 2008. In hot water: Zooplankton and climate change. ICES J. Mar. Sci. 65:279-295. https://doi.org/10.1093/icesjms/fsn028
- Ryu J, J Nam, J Park, BO Kwon, JH Lee, SJ Song, S Hong, WK Chang and JS Khim. 2014. The Saemangeum tidal flat: Longterm environmental and ecological changes in marine benthic flora and fauna in relation to the embankment. Ocean Coast. Manage. 102:559-571. https://doi.org/10.1016/j.ocecoaman.2014.07.020
- Sabates A, JM Gili and F Pages. 1989. Relationship between zooplankton distribution, geographic characteristics and hydrographic patterns off the Catalan coast (Western Mediterranean). Mar. Biol. 103:153-159. https://doi.org/10.1007/bf00543342
- Seo MH, HJ Kim, SJ Lee, SY Kim, YH Yoon, KH Han, SD Choi, MT Kwak, MK Jeong and HY Soh. 2021. Environmental factors affecting the spatiotemporal distribution of copepods in a small mesotidal inlet and estuary. Diversity 13:389. https://doi.org/10.3390/d13080389
- Seo MH, SY Choi, EO Park, D Jeong and HY Soh. 2018. Species diversity of planktonic copepods and distribution characteristics of its major species in coastal waters of Korea. Korean J. Environ. Biol. 36:525-537. https://doi.org/10.11626/KJEB.2018.36.4.525
- Shin SS, SY Choi, MH Seo, SJ Lee, HY Soh and SH Youn. 2022. Spatiotemporal distribution characteristics of copepods in the water masses of the northeastern East China Sea. J. Mar. Sci. Eng. 10:754. https://doi.org/10.3390/jmse10060754
- Silva E, LHP Garbossa, APO Nuner and KR Lapa. 2019. Hydrodynamic modelling of the dispersion and deposition of biodeposits from marine bivalve mollusc farming under neap and spring tides in Santa Catarina Island Bays. Aquaculture 501:507-514. https://doi.org/10.1016/j.aquaculture.2018.11.001
- Suh HL, HY Soh and SS Cha. 1991. Salinity and distribution of zooplankton in the estuarine system of Mankyong River and Dongjin River. J. Oceanol. Soc. Korea 26:181-192.
- Vieira LR, L Guilhermino and F Morgado. 2015. Zooplankton structure and dynamics in two estuaries from the Atlantic coast in relation to multi-stressors exposure. Estuar. Coast. Shelf Sci. 167:347-367. https://doi.org/10.1016/j.ecss.2015.10.012
- Wickham H. 2007. Reshaping data with the reshape package. J. Stat. Softw. 21:1-20. https://doi.org/10.18637/jss.v021.i12
- Wickham H. 2016. ggplot2. Elegant Graphics for Data Analysis. Springer. Cham, Switzerland.
- Wickham H, R Francois, L Henry, K Muller and D Vaughan. 2023. dplyr: A grammar of data manipulation. R package version 1.1.3. https://CRAN.R-project.org/package=dplyr. Accessed December 14, 2023.
- Xu Z, DJ Kim, SH Kim, YK Cho and SG Lee. 2016. Estimation of seasonal topographic variation in tidal flats using waterline method: A case study in Gomso and Hampyeong Bay, South Korea. Estuar. Coast. Shelf Sci. 183:213-220. https://doi.org/10.1016/j.ecss.2016.10.026
- Yang JS and YT Kim. 2002. The distribution of phosphorus in the Gomso bay tidal flat. The Sea: J Korean Soc. Oceanogr. 7:171-180.
- Yang JS, KH Kim and YT Kim. 2003. Distribution of nitrogen components in seawater overlying the Gomso tidal flat. The Sea: J. Korean Soc. Oceanogr. 8:251-261.
- Yoo JK, CS Myung, JK Choi, HP Hong and ES Kim. 2010. Spatial and temporal variation of mesozooplankton community in Lake Sihwa, Korea. Ocean Polar Res. 32:187-201. https://doi.org/10.4217/OPR.2010.32.3.187
- Youn SH and JK Choi. 2003. Spatio-temporal distribution of zooplankton community in Kyeonggi Bay, Yellow Sea. The Sea: J. Korean Soc. Oceanogr. 8:243-250.
- Youn SH and JK Choi. 2008. Distribution pattern of zooplankton in the Han River estuary with respect to tidal cycle. Ocean Sci. J. 43:135-146. https://doi.org/10.1007/BF03020694
- Zhao Z, H Li, Y Sun, Q Yang and J Fan. 2021. Contrasting the assembly of phytoplankton and zooplankton communities in a polluted semi-closed sea: Effects of marine compartments and environmental selection. Environ. Pollut. 285:117256. https://doi.org/10.1016/j.envpol.2021.117256