Abstract
Regional analysis of environmental issues has always been a hot topic in the field of sustainable development. Because the different levels of economic growth, urbanization, resource endowments, etc. in different regions generate apparently different ecological responses, a better description and comparison across different regions will provide more valuable implications for ecological improvement and policymaking. In this study, seven typical bays in southeast China that are a rapid developing area were selected to quantitatively analyze the relationship between socioeconomic development and coastal environmental quality. Based on the water quality data from 2007 to 2015, the multivariate statistical method was applied to analyze the potential environmental risks and to classify the seven bays based on their environmental quality status. The possible variation trends of environmental indices were predicted based on the cross-regional panel data by Environmental Kuznets Curve. The results showed that there were significant regional differences among the seven bays, especially Quanzhou, Xiamen, and Luoyuan Bays, suffered from severer artificial disturbances than other bays, despite their different development patterns. Socioeconomic development level was significantly associated with some water quality indices (pH, DIN, PO4–P); the association was roughly positive: the areas with higher GDP per capita have some worse water quality indices. In addition, the decreasing trend of pH values and the increasing trend of nutrient concentration in the seven bays will continue in the foreseeable future. In consideration of the variation trends, the limiting nutrient strategy should be implemented to mitigate the deterioration of the coastal environments.
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References
Barbier EB, Hacker SD, Kennedy CJ, Koch EW, Stier AC, Silliman BR (2011) The value of estuarine and coastal ecosystem services. Ecol Monogr 81:169–193
Borja Á, Dauer DM, Elliott M, Simenstad CA (2010) Medium-and long-term recovery of estuarine and coastal ecosystems: patterns, rates and restoration effectiveness. Estuar Coasts 33:1249–1260
Cai Q (2007) Environmental quality of Main Harbor in Fujian. Ocean Press, Beijing (in Chinese)
Cai W-J, Hu X, Huang W-J, Murrell MC, Lehrter JC, Lohrenz SE, Chou W-C, Zhai W, Hollibaugh JT, Wang Y, Zhao P, Guo X, Gundersen K, Dai M, Gong G-C (2011) Acidification of subsurface coastal waters enhanced by eutrophication. Nat Geosci 4:766–770
Cai M, Liu Y, Chen K, Huang D, Yang S (2016) Quantitative analysis of anthropogenic influences on coastal water—a new perspective. Ecol Indic 67:673–683
Cao W, Wong MH (2007) Current status of coastal zone issues and management in China: a review. Environ Int 33:985–992
Cao L, Wang W, Yang Y, Yang C, Yuan Z, Xiong S, Diana J (2007) Environmental impact of aquaculture and countermeasures to aquaculture pollution in China. Environ Sci Pollut Res 14:452–462
Carpenter SR (2008) Phosphorus control is critical to mitigating eutrophication. Proc Natl Acad Sci 105:11039–11040
Chen C-TA (2003) Rare northward flow in the Taiwan Strait in winter: a note. Cont Shelf Res 23:387–391
Chen J (2016) Comprehensive investigation and assessment in offshore of Fujian Province. Science Press, Beijing (in Chinese)
Chen N, Hong H (2011) Nitrogen export by surface runoff from a small agricultural watershed in southeast China: seasonal pattern and primary mechanism. Biogeochemistry 106:311–321
Chen N, Hong H (2012) Integrated management of nutrients from the watershed to coast in the subtropical region. Curr Opin Environ Sustain 4:233–242
Chen J, Zou X, Yang X (2007) Retention of available P in acid soils of tropical and subtropical evergreen broad-leaved forests. Front Forest China 2:272–277
Chen N, Hong H, Huang Q, Wu J (2011) Atmospheric nitrogen deposition and its long-term dynamics in a southeast China coastal area. J Environ Manag 92:1663–1667
China National Standardization Management Committee (2007): Specifications for Oceanographic Survey, Part 4: Survey of Chemical Parameters in Sea Water (GB/T 12763.4–2007). China Standard Press, Beijing (in Chinese)
Cole MA (2004) Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages. Ecol Econ 48:71–81
Dai M, Wang L, Guo X, Zhai W, Li Q, He B, Kao S-J (2008) Nitrification and inorganic nitrogen distribution in a large perturbed river/estuarine system: the Pearl River Estuary, China. Biogeosci Discuss 5:1545–1585
Dinda S (2004) Environmental Kuznets curve hypothesis: a survey. Ecol Econ 49:431–455
Ding Y, Wang Z (2008) A study of rainy seasons in China. Meteorol Atmos Phys 100:121–138
Doney SC (2010) The growing human footprint on coastal and open-ocean biogeochemistry. Science 328:1512–1516
Duarte CM, Hendriks IE, Moore TS, Olsen YS, Steckbauer A, Ramajo L, Carstensen J, Trotter JA, McCulloch M (2013) Is ocean acidification an open-ocean syndrome? Understanding anthropogenic impacts on seawater pH. Estuar Coasts 36:221–236
Farzin YH, Grogan KA (2013) Socioeconomic factors and water quality in California. Environ Econ Policy Stud 15:1–37
Feely RA, Alin SR, Newton J, Sabine CL, Warner M, Devol A, Krembs C, Maloy C (2010) The combined effects of ocean acidification, mixing, and respiration on pH and carbonate saturation in an urbanized estuary. Estuar Coast Shelf Sci 88:442–449
Frigstad H, Andersen T, Hessen DO, Jeansson E, Skogen M, Naustvoll L-J, Miles MW, Johannessen T, Bellerby RGJ (2013) Long-term trends in carbon, nutrients and stoichiometry in Norwegian coastal waters: evidence of a regime shift. Prog Oceanogr 111:113–124
Gao Y, Cornwell JC, Stoecker DK, Owens MS (2012) Effects of cyanobacterial-driven pH increases on sediment nutrient fluxes and coupled nitrification-denitrification in a shallow fresh water estuary. Biogeosciences 9:2697–2710
Glibert PM, Fullerton D, Burkholder JM, Cornwell JC, Kana TM (2011) Ecological stoichiometry, biogeochemical cycling, invasive species, and aquatic food webs: San Francisco estuary and comparative systems. Rev Fish Sci 19:358–417
Greene WH (2003) Econometric analysis. Prentice Hall, Upper Saddle River
Greening H, Janicki A (2006) Toward reversal of eutrophic conditions in a subtropical estuary: water quality and seagrass response to nitrogen loading reductions in Tampa Bay, Florida, USA. Environ Manag 38:163–178
Grossman GM, Krueger AB (1995) Economic growth and the environment. Q J Econ 110:353–377
Gu B, Leach AM, Ma L, Galloway JN, Chang SX, Ge Y, Chang J (2013) Nitrogen footprint in China: food, energy, and nonfood goods. Environ Sci Technol 47:9217–9224
Halpern BS, Walbridge S, Selkoe KA, Kappel CV, Micheli F, D’Agrosa C, Bruno JF, Casey KS, Ebert C, Fox HE, Fujita R, Heinemann D, Lenihan HS, Madin EM, Perry MT, Selig ER, Spalding M, Steneck R, Watson R (2008) A global map of human impact on marine ecosystems. Science 319:948–952
Halpern BS, Frazier M, Potapenko J, Casey KS, Koenig K, Longo C, Lowndes JS, Rockwood RC, Selig ER, Selkoe KA, Walbridge S (2015) Spatial and temporal changes in cumulative human impacts on the world’s ocean. Nat Commun 6:7615
Haraguchi L, Carstensen J, Abreu PC, Odebrecht C (2015) Long-term changes of the phytoplankton community and biomass in the subtropical shallow Patos Lagoon Estuary, Brazil. Estuar Coast Shelf Sci 162:76–87
Harding LW, Gallegos CL, Perry ES, Miller WD, Adolf JE, Mallonee ME, Paerl HW (2016) Long-term trends of nutrients and phytoplankton in Chesapeake Bay. Estuar Coasts 39:664–681
He Q, Bertness MD, Bruno JF, Li B, Chen G, Coverdale TC, Altieri AH, Bai J, Sun T, Pennings SC, Liu J, Ehrlich PR, Cui B (2014) Economic development and coastal ecosystem change in China. Scientific Reports 4:5995
Hong H, Shang S, Huang B (1999) An estimate on external fluxes of phosphorus and its environmental significance in Xiamen Western Sea. Mar Pollut Bull 39:200–204
Huang J, Li Q, Pontius RGJ, Klemas V, Hong H (2013) Detecting the dynamic linkage between landscape characteristics and water quality in a subtropical coastal watershed, Southeast China. Environ Manag 51:32–44
Irvine KM, Miller SW, Al-Chokhachy RK, Archer EK, Roper BB, Kershner JL (2015) Empirical evaluation of the conceptual model underpinning a regional aquatic long-term monitoring program using causal modelling. Ecol Indic 50:8–23
Jin X (2004) Long-term changes in fish community structure in the Bohai Sea, China. Estuar Coast Shelf Sci 59:163–171
Johnson PT, Townsend AR, Cleveland CC, Glibert PM, Howarth RW, McKenzie VJ, Rejmankova E, Ward MH (2010) Linking environmental nutrient enrichment and disease emergence in humans and wildlife. Ecol Appl 20:16–29
Kaiser D, Unger D, Qiu G (2014) Particulate organic matter dynamics in coastal systems of the northern Beibu Gulf. Cont Shelf Res 82:99–118
Keeler BL, Polasky S, Brauman KA, Johnson KA, Finlay JC, O’Neill A, Kovacs K, Dalzell B (2012) Linking water quality and well-being for improved assessment and valuation of ecosystem services. Proc Natl Acad Sci 109:18619–18624
Lee C-C, Chiu Y-B, Sun C-H (2010) The environmental Kuznets curve hypothesis for water pollution: do regions matter? Energy Policy 38:12–23
Li X, Yan T, Lin J, Yu R, Zhou M (2017) Detrimental impacts of the dinoflagellate Karenia mikimotoi in Fujian coastal waters on typical marine organisms. Harmful Algae 61:1–12
Liang S-k, Pearson S, Wu W, Ma Y-j, Qiao L-l, Wang XH, Li J-m, Wang X-l (2015) Research and integrated coastal zone management in rapidly developing estuarine harbours: a review to inform sustainment of functions in Jiaozhou Bay, China. Ocean Coastal Manag 116:470–477
Liu X (2008) The study on numerical simulation and environment quality of bays in Fujian Province. Ocean Press, Beijing (in Chinese)
Liu J, Diamond J (2005) China’s environment in a globalizing world. Nature 435:1179–1186
Liu Z, Cui B, He Q (2016) Shifting paradigms in coastal restoration: six decades’ lessons from China. Sci Total Environ 566-567:205–214
Ma Z, Melville DS, Liu J, Chen Y, Yang H, Ren W, Zhang Z, Piersma T, Li B (2014) Rethinking China’s new great wall. Science 346:912–914
Nishikawa T, Hori Y, Nagai S, Miyahara K, Nakamura Y, Harada K, Tada K, Imai I (2014) Long-term (36-year) observations on the dynamics of the fish-killing raphidophyte Chattonella in Harima-Nada, eastern Seto Inland Sea, Japan. J Oceanogr 70:153–164
Orr JC, Fabry VJ, Aumont O, Bopp L, Doney SC, Feely RA, Gnanadesikan A, Gruber N, Ishida A, Joos F, Key RM, Lindsay K, Maier-Reimer E, Matear R, Monfray P, Mouchet A, Najjar RG, Plattner GK, Rodgers KB, Sabine CL, Sarmiento JL, Schlitzer R, Slater RD, Totterdell IJ, Weirig MF, Yamanaka Y, Yool A (2005) Anthropogenic ocean acidification over the twenty-first century and its impact on calcifying organisms. Nature 437:681–686
Pandit M, Paudel KP (2016) Water pollution and income relationships: a seemingly unrelated partially linear analysis. Water Resour Res 52:7668–7689
Raabe T, Wiltshire KH (2009) Quality control and analyses of the long-term nutrient data from Helgoland Roads, North Sea. J Sea Res 61:3–16
Richardson K (1997) Harmful or exceptional phytoplankton blooms in the marine ecosystem. In: Southward AJ (ed) Blaxter JHS. Academic Press, Advances in Marine Biology, pp 301–385
Schindler DW, Hecky RE, Findlay DL, Stainton MP, Parker BR, Paterson MJ, Beaty KG, Lyng M, Kasian SEM (2008) Eutrophication of lakes cannot be controlled by reducing nitrogen input: results of a 37-year whole-ecosystem experiment. Proc Natl Acad Sci 105:11254–11258
Sekovski I, Newton A, Dennison WC (2012) Megacities in the coastal zone: using a driver-pressure-state-impact-response framework to address complex environmental problems. Estuarine Coastal & Shelf Science 96:48–59
Tan F, Lean HH, Khan H (2014) Growth and environmental quality in Singapore: is there any trade-off? Ecol Indic 47:149–155
Taylor DI, Oviatt CA, Borkman DG (2010) Non-linear responses of a coastal aquatic ecosystem to large decreases in nutrient and organic loadings. Estuar Coasts 34:745–757
Tong Y, Zhao Y, Zhen G, Chi J, Liu X, Lu Y, Wang X, Yao R, Chen J, Zhang W (2015) Nutrient loads flowing into coastal waters from the main rivers of China (2006–2012). Scientific Reports 5:16678
Umezawa Y, Hosono T, S-i O, Siringan F, Buapeng S, Delinom R, Yoshimizu C, Tayasu I, Nagata T, Taniguchi M (2008) Sources of nitrate and ammonium contamination in groundwater under developing Asian megacities. Sci Total Environ 404:361–376
Veerasingam S, Venkatachalapathy R, Raja P, Sudhakar S, Rajeswari V, Asanulla RM, Mohan R, Sutharsan P (2011) Petroleum hydrocarbon concentrations in ten commercial fish species along Tamilnadu coast, bay of Bengal, India. Environ Sci Pollut Res 18:687–693
Vincent JR (1997) Testing for environmental Kuznets curves within a developing country. Environ Dev Econ 2:417–431
Wang C, Sun Q, Jiang S, Wang J-k (2011a) Evaluation of pollution source of the bays in Fujian Province. Procedia Environmental Sciences 10:685–690
Wang F, Sims JT, Ma L, Ma W, Dou Z, Zhang F (2011b) The phosphorus footprint of China’s food chain: implications for food security, natural resource management, and environmental quality. J Environ Qual 40:1081–1089
Wang XH, Cho Y-K, Guo X, Wu C-R, Zhou J (2015a) The status of coastal oceanography in heavily impacted Yellow and East China Sea: past trends, progress, and possible futures. Estuar Coast Shelf Sci 163:235–243
Wang YZ, Sun HF, Gu DQ, Yan WW (2015b) Research on cumulative effects of coastal reclamation on hydrodynamic environment in Luoyuan Bay. Periodical of Ocean University of China 45:16–24 (in Chinese)
Williams MR, Filoso S, Longstaff BJ, Dennison WC (2010) Long-term trends of water quality and biotic metrics in Chesapeake Bay: 1986 to 2008. Estuar Coasts 33:1279–1299
Wong YL, Lewis L (2013) The disappearing environmental Kuznets curve: a study of water quality in the Lower Mekong Basin (LMB). J Environ Manag 131:415–425
Wooldridge JM (2002) Econometric analysis of cross section and panel data. The MIT Press, Cambridge
Wu C, Cai F, Zhao G, Zheng Y, Lu H (2011) Impact of coastal engineering constructions on the topographic and morphological evolution of Quanzhou Bay, Fujian, China. Ocean & Coastal Management 54:544–555
Wu H, Peng R, Yang Y, He L, Wang W, Zheng T, Lin G (2014) Mariculture pond influence on mangrove areas in South China: significantly larger nitrogen and phosphorus loadings from sediment wash-out than from tidal water exchange. Aquaculture 426-427:204–212
Xu J, Yin K, Lee JHW, Liu H, Ho AYT, Yuan X, Harrison PJ (2010) Long-term and seasonal changes in nutrients, phytoplankton biomass, and dissolved oxygen in Deep Bay, Hong Kong. Estuar Coasts 33:399–416
Ya ML, Wang XH, Wu YL, Ye CX, Li YY (2014) Enrichment and partitioning of polycyclic aromatic hydrocarbons in the sea surface microlayer and subsurface water along the coast of Xiamen Island, China. Mar Pollut Bull 78:110–117
Yin K, Harrison PJ, Broom M, Chung CH (2011) Ratio of nitrogen to phosphorus in the Pearl River and effects on the estuarine coastal waters: nutrient management strategy in Hong Kong. Physics and Chemistry of the Earth, Parts A/B/C 36:411–419
Zhang X, Davidson EA, Mauzerall DL, Searchinger TD, Dumas P, Shen Y (2015) Managing nitrogen for sustainable development. Nature 528:51–59
Zhao WL, Yang SY, Wang J, Xiao JM, Lu XX, Lin J, Huang P, Cai MG (2015) Load estimation and assessment of land-based pollution for Quanzhou Bay and their relevance to the Total Quantity Control of Pollutants Discharged into the Sea (TQCPS) Program in China. Estuarine, coastal and Shelf Science 166, part B:230–239
Acknowledgments
This work was supported by the National Natural Science Foundation of China (No. 41576180), the Natural Science Foundation of Fujian Province, China (No. 2012J05078 and 2014J06014), the Doctoral Fund of Shandong Province, China (No. BS2014SF011), and the Basal Research Fund of Xiamen University (No. 2072010507). Thanks are also given to the Fujian Marine Environment and Fishery Resource Monitoring Center for providing historical water quality data and to the anonymous reviewers for their helpful comments on the earlier draft of this paper. We are also grateful to Professor John Hodgkiss for his assistance with the English in this manuscript.
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Chen, K., Liu, Y., Huang, D. et al. Anthropogenic activities and coastal environmental quality: a regional quantitative analysis in southeast China with management implications. Environ Sci Pollut Res 25, 3093–3107 (2018). https://doi.org/10.1007/s11356-017-9147-6
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DOI: https://doi.org/10.1007/s11356-017-9147-6