Citation: | Ran Ye, Haibo Zhang, Yige Yu, Qing Xu, Dandi Shen, Min Ren, Lian Liu, Yanhong Cai. Phytoplanktonic biogeography in the subtropical coastal waters, East China Sea along intensive anthropogenic stresses: roles of environmental versus spatial factors[J]. Acta Oceanologica Sinica, 2023, 42(4): 103-113. doi: 10.1007/s13131-022-2086-1 |
Anderson M J. 2003. DISTLM forward: a FORTRAN computer program to calculate a distance-based multivariate analysis for a linear model using forward selection [dissertation]. New Zealand: University of Auckland
|
Astorga A, Oksanen J, Luoto M, et al. 2012. Distance decay of similarity in freshwater communities: do macro- and microorganisms follow the same rules?. Global Ecology and Biogeography, 21(3): 365–375
|
Blanchet F G, Legendre P, Borcard D. 2008. Forward selection of explanatory variables. Ecology, 89(9): 2623–2632. doi: 10.1890/07-0986.1
|
Borcard D, Legendre P. 2002. All-scale spatial analysis of ecological data by means of principal coordinates of neighbour matrices. Ecological Modelling, 153(1–2): 51–68
|
Borcard D, Legendre P, Avois-Jacquet C, et al. 2004. Dissecting the spatial structure of ecological data at multiple scales. Ecology, 85(7): 1826–1832. doi: 10.1890/03-3111
|
Borcard D, Legendre P, Drapeau P. 1992. Partialling out the spatial component of ecological variation. Ecology, 73(3): 1045–1055. doi: 10.2307/1940179
|
Brewin R J W, Sathyendranath S, Jackson T, et al. 2015. Influence of light in the mixed-layer on the parameters of a three-component model of phytoplankton size class. Remote Sensing of Environment, 168: 437–450. doi: 10.1016/j.rse.2015.07.004
|
Brunet C, Conversano F, Margiotta F, et al. 2013. Role of light and photophysiological properties on phytoplankton succession during the spring bloom in the north-western Mediterranean Sea. Advances in Oceanography and Limnology, 4(1): 1–19. doi: 10.4081/aiol.2013.5334
|
Carstensen J, Klais R, Cloern J E. 2015. Phytoplankton blooms in estuarine and coastal waters: seasonal patterns and key species. Estuarine, Coastal and Shelf Science, 162: 98–109
|
Chase J M, Myers J A. 2011. Disentangling the importance of ecological niches from stochastic processes across scales. Philosophical Transactions of the Royal Society B: Biological Sciences, 366(1576): 2351–2363. doi: 10.1098/rstb.2011.0063
|
Chust G, Irigoien X, Chave J, et al. 2013. Latitudinal phytoplankton distribution and the neutral theory of biodiversity. Global Ecology and Biogeography, 22(5): 531–543. doi: 10.1111/geb.12016
|
Cloern J E, Dufford R. 2005. Phytoplankton community ecology: principles applied in San Francisco Bay. Marine Ecology Progress Series, 285: 11–28. doi: 10.3354/meps285011
|
Conde A, Hurtado M, Prado M. 2018. Phytoplankton response to a weak El Niño event. Ecological Indicators, 95: 394–404. doi: 10.1016/j.ecolind.2018.07.064
|
Cottenie K. 2005. Integrating environmental and spatial processes in ecological community dynamics. Ecology Letters, 8(11): 1175–1182. doi: 10.1111/j.1461-0248.2005.00820.x
|
Dray S, Legendre P, Peres-Neto P R. 2006. Spatial modelling: a comprehensive framework for principal coordinate analysis of neighbour matrices (PCNM). Ecological Modelling, 196(3–4): 483–493
|
Dupuis A P, Hann B J. 2009. Warm spring and summer water temperatures in small eutrophic lakes of the Canadian prairies: potential implications for phytoplankton and zooplankton. Journal of Plankton Research, 31(5): 489–502. doi: 10.1093/plankt/fbp001
|
Field C B, Behrenfeld M J, Randerson J T, et al. 1998. Primary production of the biosphere: integrating terrestrial and oceanic components. Science, 281(5374): 237–240. doi: 10.1126/science.281.5374.237
|
Fragoso G M, Poulton A J, Yashayaev I M, et al. 2016. Biogeographical patterns and environmental controls of phytoplankton communities from contrasting hydrographical zones of the Labrador Sea. Progress in Oceanography, 141: 212–226. doi: 10.1016/j.pocean.2015.12.007
|
Gao Shengquan, Yu Guohui, Wang Yuhen. 1993. Distributional features and fluxes of dissolved nitrogen, phosphorus and silicon in the Hangzhou Bay. Marine Chemistry, 43(1–4): 65–81
|
Gasiūnaitė Z R, Cardoso A C, Heiskanen A S, et al. 2005. Seasonality of coastal phytoplankton in the Baltic Sea: influence of salinity and eutrophication. Estuarine, Coastal and Shelf Science, 65(1–2): 239–252
|
Harding L W Jr, Mallonee M E, Perry E S, et al. 2016. Variable climatic conditions dominate recent phytoplankton dynamics in Chesapeake Bay. Scientific Reports, 6: 23773. doi: 10.1038/srep23773
|
Harrison P J, Hu M H, Yang Y P, et al. 1990. Phosphate limitation in estuarine and coastal waters of China. Journal of Experimental Marine Biology and Ecology, 140(1–2): 79–87
|
Heino J, Melo A S, Siqueira T, et al. 2015. Metacommunity organisation, spatial extent and dispersal in aquatic systems: patterns, processes and prospects. Freshwater Biology, 60(5): 845–869. doi: 10.1111/fwb.12533
|
Hinga K R. 2002. Effects of pH on coastal marine phytoplankton. Marine Ecology Progress Series, 238: 281–300. doi: 10.3354/meps238281
|
Horváth Z, Vad C F, Ptacnik R. 2016. Wind dispersal results in a gradient of dispersal limitation and environmental match among discrete aquatic habitats. Ecography, 39(8): 726–732. doi: 10.1111/ecog.01685
|
Inspection and Quarantine of the People’s Republic of China, Standardization Administration. 2008a. GB 17378.3-2007 The specification for marine monitoring—part 3: sample collection storage and transportation. Beijing: Standards Press of China
|
Inspection and Quarantine of the People’s Republic of China, Standardization Administration. 2008b. GB 17378.4-2007 The specification for marine monitoring—part 4: seawater analysis. Beijing: Standards Press of China
|
Inspection and Quarantine of the People’s Republic of China, Standardization Administration. 2008c. GB 17378.7-2007 The specification for marine monitoring—part 7: ecological survey for offshore pollution and biological monitoring. Beijing: Standards Press of China
|
Jiang Zhibing, Chen Quanzhen, Zeng Jiangning, et al. 2012. Phytoplankton community distribution in relation to environmental parameters in three aquaculture systems in a Chinese subtropical eutrophic bay. Marine Ecology Progress Series, 446: 73–89. doi: 10.3354/meps09499
|
Jiang Zhibing, Chen Jianfang, Zhou Feng, et al. 2015. Controlling factors of summer phytoplankton community in the Changjiang (Yangtze River) Estuary and adjacent East China Sea shelf. Continental Shelf Research, 101: 71–84. doi: 10.1016/j.csr.2015.04.009
|
Jiang Zhibing, Liao Yibo, Liu Jingjing, et al. 2013. Effects of fish farming on phytoplankton community under the thermal stress caused by a power plant in a eutrophic, semi-enclosed bay: induce toxic dinoflagellate (Prorocentrum minimum) blooms in cold seasons. Marine Pollution Bulletin, 76(1–2): 315–324
|
Jiang Zhibing, Liu Jingjing, Chen Jianfang, et al. 2014. Responses of summer phytoplankton community to drastic environmental changes in the Changjiang (Yangtze River) Estuary during the past 50 years. Water Research, 54: 1–11. doi: 10.1016/j.watres.2014.01.032
|
Keck F, Franc A, Kahlert M. 2018. Disentangling the processes driving the biogeography of freshwater diatoms: a multiscale approach. Journal of Biogeography, 45(7): 1582–1592. doi: 10.1111/jbi.13239
|
Liebhold M A, Gurevitch J. 2002. Integrating the statistical analysis of spatial data in ecology. Ecography, 25(5): 553–557. doi: 10.1034/j.1600-0587.2002.250505.x
|
Liebhold M A, Holyoak M, Mouquet N, et al. 2004. The metacommunity concept: a framework for multi-scale community ecology. Ecology Letters, 7(7): 601–613. doi: 10.1111/j.1461-0248.2004.00608.x
|
Litchman E, de Tezanos Pinto P, Edwards K F, et al. 2015. Global biogeochemical impacts of phytoplankton: a trait-based perspective. Journal of Ecology, 103(6): 1384–1396. doi: 10.1111/1365-2745.12438
|
Liu Qiang, Liao Yibo, Shou Lu. 2018. Concentration and potential health risk of heavy metals in seafoods collected from Sanmen Bay and its adjacent areas, China. Marine Pollution Bulletin, 131: 356–364. doi: 10.1016/j.marpolbul.2018.04.041
|
Macintyre H L, Kana T M, Anning T, et al. 2002. Photoacclimation of photosynthesis irradiance response curves and photosynthetic pigments in microalgae and cyanobacteria. Journal of Phycology, 38(1): 17–38. doi: 10.1046/j.1529-8817.2002.00094.x
|
Maloney K O, Munguia P. 2011. Distance decay of similarity in temperate aquatic communities: effects of environmental transition zones, distance measure, and life histories. Ecography, 34(2): 287–295. doi: 10.1111/j.1600-0587.2010.06518.x
|
Martiny J B H, Bohannan B J M, Brown J H, et al. 2006. Microbial biogeography: putting microorganisms on the map. Nature Reviews Microbiology, 4(2): 102–112. doi: 10.1038/nrmicro1341
|
McQuoid M R. 2005. Influence of salinity on seasonal germination of resting stages and composition of microplankton on the Swedish west coast. Marine Ecology Progress Series, 289: 151–163. doi: 10.3354/meps289151
|
Moritz C, Meynard C N, Devictor V, et al. 2013. Disentangling the role of connectivity, environmental filtering, and spatial structure on metacommunity dynamics. Oikos, 122(10): 1401–1410
|
Mousing E A, Richardson K, Bendtsen J, et al. 2016. Evidence of small-scale spatial structuring of phytoplankton alpha- and beta-diversity in the open ocean. Journal of Ecology, 104(6): 1682–1695. doi: 10.1111/1365-2745.12634
|
Peres-Neto P R, Legendre P, Dray S, et al. 2006. Variation partitioning of species data matrices: estimation and comparison of fractions. Ecology, 87(10): 2614–2625. doi: 10.1890/0012-9658(2006)87[2614:VPOSDM]2.0.CO;2
|
Philippart C J M, Cadee G C, van Raaphorst W, et al. 2000. Long-term phytoplankton-nutrient interactions in a shallow coastal sea: algal community structure, nutrient budgets, and denitrification potential. Limnology and Oceanography, 45(1): 131–144. doi: 10.4319/lo.2000.45.1.0131
|
Polikarpov I, Saburova M, Al-Yamani F. 2016. Diversity and distribution of winter phytoplankton in the Arabian Gulf and the Sea of Oman. Continental Shelf Research, 119: 85–99. doi: 10.1016/j.csr.2016.03.009
|
Reed M L, Pinckney J L, Keppler C J, et al. 2016. The influence of nitrogen and phosphorus on phytoplankton growth and assemblage composition in four coastal, southeastern USA systems. Estuarine, Coastal and Shelf Science, 177: 71–82
|
Ribeiro K F, da Rocha C M, de Castro D, et al. 2018. Distribution and coexistence patterns of phytoplankton in subtropical shallow lakes and the role of niche-based and spatial processes. Hydrobiologia, 814(1): 233–246. doi: 10.1007/s10750-018-3539-6
|
Roelke D L, Gable G M, Valenti T W, et al. 2010. Hydraulic flushing as a Prymnesium parvum bloom-terminating mechanism in a subtropical lake. Harmful Algae, 9(3): 323–332. doi: 10.1016/j.hal.2009.12.003
|
Rothenberger M B, Burkholder J M, Wentworth T R. 2009. Use of long-term data and multivariate ordination techniques to identify environmental factors governing estuarine phytoplankton species dynamics. Limnology and Oceanography, 54(6): 2107–2127. doi: 10.4319/lo.2009.54.6.2107
|
Shannon C E, Weaver V. 1949. The Mathematical Theory of Communication. Urbana: University of Illinois Press, 1–25
|
Shi Tuo, Kong Jie, Liu Ping, et al. 2000. Nutrient limitation of phytoplankton in the Changjiang Estuary—1. Condition of nutrient limitation in autumn. Haiyang Xuebao (in Chinese), 22(4): 60–66
|
Soininen J. 2012. Macroecology of unicellular organisms-patterns and processes. Environmental Microbiology Reports, 4(1): 10–22. doi: 10.1111/j.1758-2229.2011.00308.x
|
Soininen J, Jamoneau A, Rosebery J, et al. 2016. Global patterns and drivers of species and trait composition in diatoms. Global Ecology and biogeography, 25(8): 940–950. doi: 10.1111/geb.12452
|
Vilmi A, Karjalainen S M, Hellsten S, et al. 2016. Bioassessment in a metacommunity context: are diatom communities structured solely by species sorting?. Ecological Indicators, 62: 86–94
|
Wang Kai, Ye Xiansen, Chen Heping, et al. 2015. Bacterial biogeography in the coastal waters of northern Zhejiang, East China Sea is highly controlled by spatially structured environmental gradients. Environmental Microbiology, 17(10): 3898–3913. doi: 10.1111/1462-2920.12884
|
Yang Yang, Niu Haiyu, Xiao Lijuan, et al. 2018a. Spatial heterogeneity of spring phytoplankton in a large tropical reservoir: could mass effect homogenize the heterogeneity by species sorting?. Hydrobiologia, 819(1): 109–122
|
Yang Wen, Zheng Zhongming, Zheng Cheng, et al. 2018b. Temporal variations in a phytoplankton community in a subtropical reservoir: an interplay of extrinsic and intrinsic community effects. Science of the Total Environment, 612: 720–727. doi: 10.1016/j.scitotenv.2017.08.044
|
Ye Ran, Liu Lian, Wang Qiong, et al. 2017. Identification of coastal water quality by multivariate statistical techniques in two typical bays of northern Zhejiang Province, East China Sea. Acta Oceanologica Sinica, 36(2): 1–10. doi: 10.1007/s13131-017-0981-7
|
Zhang Min, Chen Feizhou, Shi Xiaoli, et al. 2018a. Association between temporal and spatial beta diversity in phytoplankton. Ecography, 41(8): 1345–1356. doi: 10.1111/ecog.03340
|
Zhang Huajun, Hang Xiaolin, Huang Lei, et al. 2018b. Microeukaryotic biogeography in the typical subtropical coastal waters with multiple environmental gradients. Science of the Total Environment, 635: 618–628. doi: 10.1016/j.scitotenv.2018.04.142
|
Zhou Mingjiang, Shen Zhiliang, Yu Rencheng. 2008. Responses of a coastal phytoplankton community to increased nutrient input from the Changjiang (Yangtze) River. Continental Shelf Research, 28(12): 1483–1489. doi: 10.1016/j.csr.2007.02.009
|