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A baseline study of spatial variability of bacteria (total coliform, E. coli, and Enterococcus spp.) as biomarkers of pollution in ten tropical Atlantic beaches: concern for environmental and public health

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Abstract

Coastal water quality in urban cities is increasingly impacted by human activities such as agricultural runoff, sewage discharges, and poor sanitation. However, environmental factors controlling bacteria abundance remain poorly understood. The study employed multiple indicators to assess ten beach water qualities in Ghana during minor wet seasons. Environmental parameters (e.g. temperature, electrical conductivity, total dissolved solids) were measured in situ using the Horiba multiple parameter probe. Surface water samples were collected to measure total suspended solids, nutrients, and chlorophyll-a via standard methods and bacteria determination through membrane filtration. Environmental parameters measured showed no significant variation for the sample period. However, bacteria loads differ significantly (p = 0.024) among the beaches and influenced significantly by nitrate (55.3%, p = 0.02) and total dissolved solids (17.1%, p = 0.017). The baseline study detected an increased amount of total coliforms and faecal indicator bacteria (Escherichia coli and Enterococcus spp.) in beach waters along the coast of Ghana, suggesting faecal contamination, which can pose health risks. The mean ± standard deviations of bacteria loads in beach water are total coliforms (4.06 × 103 ± 4.16 × 103 CFU/100 mL), E. coli (7.06 × 102 ± 1.72 × 103 CFU/100 mL), and Enterococcus spp. (6.15 × 102 ± 1.75 × 103 CFU/100 mL). Evidence of pollution calls for public awareness to prevent ecological and health-related risks and policy reforms to control coastal water pollution. Future research should focus on identifying the sources of contamination in the tropical Atlantic region.

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References

  • Abdelzaher AM, Solo-Gabriele HM, Phillips MC, Elmir SM, Fleming LE (2013) An alternative approach to water regulations for public health protection at bathing beaches. J Environ Public Health:1–11

  • Acheampong A, Mantey P, Weremfo A (2021) Potential impact of marine heatwaves on selected phytoplankton adapted to the Gulf of Guinea during stable hydrographic periods. Afr J Mar Sci 43:77–86

    Google Scholar 

  • Addico G, Amu-Mensah FK, Akrong M, Amu-Mensah MA, Darko H (2018) Phytoplankton species diversity and biomass and its impact on the sustainable management of Lake Bosomtwe in the Ashanti Region of Ghana. Afr J Environ Sci Technol 12:377–383

    Google Scholar 

  • Ahmed W, Zhang Q, Kozak S, Beale D, Gyawali P, Sadowsky MJ, Simpson S (2019) Comparative decay of sewage-associated marker genes in beach water and sediment in a subtropical region. Water Res 149:511–521

    CAS  Google Scholar 

  • Akita LG, Laudien J, Armah K (2014) Population dynamics and ecology of Donax pulchellus and Donax rugosus (Bivalvia: Donacidae) at exposed sandy beaches in Ghana. LAP Lambert Academic Publishing, Germany, 136 pp

  • Akita LG, Laudien J, Akrong M, Biney CA, Nyarko E, Addo S (2020) Physicochemical influence on the spatial distribution of faecal bacteria and polychaetes in the Densu Estuary, Ghana. Afr J Environ Sci Technol 14:139–158

    Google Scholar 

  • Akrong MO, Amu-Mensah FK, Amu-Mensah MA, Darko H, Addico GND, Ampofo JA (2019) Seasonal analysis of bacteriological quality of drinking water sources in communities surrounding Lake Bosomtwe in the Ashanti Region of Ghana. Appl Water Sci 9:1–6

    CAS  Google Scholar 

  • Allersma E, Tilma MKW (1993) Ocean and coastal management. Coastal conditions in West Africa - a review, 199-124

  • Alm EW, Walk ST, Gordon DM (2011): The niche of Escherichia coli. Population genetics of bacteria: a tribute to Thomas S Whittam. ASM Press, Washington, D.C.

  • Anita EE, Showell JO (1997): Bacteria dynamics in mesotidal estuaries and adjoining nearshore waters, south-east Nigeria. In: Evans SM, Vanderpuye CJ , Armah AK (Hrsg.), The coastal zone of West Africa: problems and management. Penshaw Press, The Lawns, Undercliff, Cleadon Lane, Cleadon, Sunderland, SR6 7UX, U.K., pp. 246

  • APHA (2012) Standard methods for examination of water and wastewater. American Public Health Association, Washington, 1360 pp

    Google Scholar 

  • APHA (2017) Standard methods for the examination of water and wastewater. APHA, Washington, DC

    Google Scholar 

  • Armah AK (1991) Coastal erosion in Ghana: causes, pattern, research needs, and possible solution. Coastal Zone 91:2463–2473

    Google Scholar 

  • Armah AK, Darpaah GA, G. W (1997) Managing the Coast of Ghana: problems and options. In: Evans SM, Vanderpuye CJ , Armah AK (Hrsg.). Penshaw Press, the Lawns, Undercliff, Cleadon Lane, Cleadon, Sunderland, SR6 7UX, U.K, pp. 426

  • Armah AK, Amlalo DS (1998) Coastal zone profile of Ghana. Gulf of Guinea Large Marine Ecosystem Project, Ministry of Environment Science and Technology, Accra-Ghana

  • Armah AK, Amlalo DS, Tetteh K, Wellens-Mensah J 2003: Ghana National report. Phase 1 integrated problem analysis, GEF MSP Sub-Sahara Africa Project (GF/6010-0016), Accra

  • Armah AK, Wiafe G, Kpele DG (2005): Sel-level rise and coastal biodiversity in West Africa: a case study from Ghana. In: Low PK (Editor), Climate Change in Africa. Cambridge University Press, UK, pp. 204-215

  • Bakun A (Editor), (1993) Global climate variations and potential impacts on the Gulf of Guinea Sardinella Fishery. Dynamics and use of Sardinella resources from upwelling off Ghana and Ivory Coast. Orstom 1995, Paris France, 60-85 pp

  • Bartram J, Brocklehurst C, Fisher MB, Luyendijk R, Hossain R, Wardlaw T, Gordon B (2014) Global monitoring of water supply and sanitation: history, methods and future challenges. Int J Environ Res Public Health 11:8137–8165

    Google Scholar 

  • Bauer L, Alm E (2012) Escherichia coli toxin and attachment genes in the sand at Great Lakes recreational beaches. J Great Lakes Res 38:129–133

    CAS  Google Scholar 

  • Beaudeau P, De Valk H, Vaillant V, Mannschott C, Tillier C, Mouly D, Ledrans M (2008) Lessons learned from ten investigations of waterborne gastroenteritis outbreaks, France, 1998–2006. J Water Health 6:491–500

    Google Scholar 

  • Bellier E, Grotan V, Engen S, Schartau AK, Diserud OH, Finstad AG (2012) Combining counts and incidence data: an efficient approach for estimating the log-normal species abundance distribution and diversity indices. Oecologia 170:477–488

    Google Scholar 

  • Berendesa DM, de Mondesert L, Kirbya AE, Yakubub H, Adomakoc L, Michiel J, Rajb S, Robbb K, Wang Y, BDoe B, J. A, Moe CL (2020) Variation in E. coli concentrations in open drains across neighborhoods in Accra, Ghana: the influence of onsite sanitation coverage and interconnectedness of urban environments. Int J Hyg Environ Health 224:1–8

    Google Scholar 

  • Bergholz PW, Noar JD, Buckley DH (2011) Environmental patterns are imposed on the population structure of Escherichia coli after fecal deposition. Appl Environ Microbiol 77:211–219

    CAS  Google Scholar 

  • Berthe T, Ratajczak M, Clermont O, Denamur E, Petit F (2013) Evidence for the coexistence of distinct Escherichia coli populations in various aquatic environments and their survival in estuary water. Appl Environ Microbiol 79:4684–4693

    CAS  Google Scholar 

  • Bettelheim KA (Editor), (2003) The genus Escherichia. In the Prokaryotes: an evolving electronic resource for the microbiological community. Springer-Verlag, New York, NY, USA,

  • Bienfang PK, DeFelice SV, Laws EA, Brand LE, Bidigare RR, Christensen S, Trapido-Rosenthal H, Hemscheidt TK, McGillicuddy Jr. DJ, Anderson DM, Solo-Gabriele HM, Boehm AB, Backer LC (2011): Prominent human health impacts from several marine microbes: history, ecology, and public health implications. International Journal of Microbiology 15

  • Biney CA (1982) Preliminary survey of the state of pollution of the coastal environment of Ghana. Oceanol Acta 4:39–43

    Google Scholar 

  • Biney CA (1993) Coastal zone management in Accra, Reprinted for coastal lines of Western Africa. Proceedings, 8th Symposium on Coastal and Oceans Management, New Orleans, pp. 115-128

  • Biney CA, Asmah R (2010) The effect of physico-chemical parameters on speciation of trace metals in sediments from inland and coastal waters of Ghana. Afr J Aquat Sci 25:299–305

    Google Scholar 

  • Boehm AB, Sassoubre LM (2014): Enterococci as indicators of environmental fecal contamination. In: M.S G, D.B. C, Ike Y (Editors), Enterococci: from commensals to leading causes of drug resistant infection, pp. 71–86.

  • Boehm AB, Graham KE, Jennings WC (2018) Can we swim yet? systematic review, meta-analysis, and risk assessment of aging sewage in surface waters. Environ Sci Technol 52:9634–9645

    CAS  Google Scholar 

  • Bosch A, Sanchez G, Le Guyader F, Haugarreau L, Pinto R (2001) Human enteric viruses in Coquina clams associated with large hepatitis A outbreak. Water Sci Technol 43:61–65

    CAS  Google Scholar 

  • Boyer JN, Kelbe CR, Ortner PB, Rudnick DT (2009) Phytoplankton bloom status: chlorophylla biomass as an indicator of water quality condition in the southern estuaries of Florida, USA. Ecol Indic 9S:S56–S67

    Google Scholar 

  • Bray JR, Curtis JT (1957) An ordination of the upland forest communities of Southern Wisconsin. Ecol Monogr 27:325–349

    Google Scholar 

  • Bucci AF, Ciotti AM, Pollery RCG, de Carvalho RD, de Albuequerque HCD, Simõn LTS (2012) Temporal variability of chlorophyll-a in the São Vicente Estuary. Braz J Oceanogr 60:485–499

    Google Scholar 

  • Buckerfield SJ, Quilliam RS, Waldron S, Naylor LA, Li S, Oliver DM (2019) Rainfall-driven E. coli transfer to the stream-conduit network observed through increasing spatial scales in mixed land-use paddy farming karst terrain. Water Research X 5

  • Byamukama D, Kansiime F, Mach RL, Farnleitner AHH (2000) Determination of Escherichia coli contamination with chromocult coliform agar showed a high level of discrimination efficiency for differing faecal pollution levels in tropical waters of Kampala, Uganda. Appl Environ Microbiol 66:864–868

    CAS  Google Scholar 

  • Byappanahalli MN, Nevers MB, Korajkic A, Staley ZR, Harwood VJ (2012) Enterococci in the environment. Microbiol Mol Biol Rev 76:685–705

    CAS  Google Scholar 

  • Cabelli VJ, Dufour AP, McCabe LJ, and Levin MA (1982) Swimming-associated gastroenteritis and water quality. Am J Epidemiol 115:606–616

  • Cabral JPS (2010) Water microbiology. Bacterial pathogens and water. Int J Environ Res Public Health 7:3657–3703

    Google Scholar 

  • Carpenter SR, Caraco NF, Correll DL, Howarth RW, Sharpley AN, Smith VH (1998) Nonpoint pollution of surface waters with phosphorus and nitrogen. Ecol Appl 8:559–568

    Google Scholar 

  • Carson CA, Shear B, Ellersieck MR, Asfaw A (2001) Identification of Fecal Escherichia coli from humans and animals by ribotyping. Appl Environ Microbiol 67:1503–1507

    CAS  Google Scholar 

  • Chapman D (1996) Water quality assessment, London

  • Cheung WHS, Hung RPS, Chang KCK, and Kleevens JWL (1990) Epidemiological study of beach water pollution and health-related bathing water standards in Hong Kong. Water Sci Technol 23:243–252

  • Clark RB (2000) Marine pollution. Clavendon Press, Oxford, 237 pp

    Google Scholar 

  • Cornejova T, Venglovsky J, Gregova G, Kmetova M, Kmet V (2015) Extended spectrum beta-lactamases in Escherichia coli from municipal wastewater. Ann Agric Environ Med 22:447–450

    CAS  Google Scholar 

  • Correl DL (1998) The role of phosphorus in the eutrophication of receiving waters: a review. J Environ Qual 27:261–266

    Google Scholar 

  • Crank K, Petersen S, Bibby K (2019) Quantitative microbial risk assessment of swimming in sewage impacted waters using CrAssphage and pepper mild mottle virus in a customizable model. Environ Sci Technol Lett 6:571–577

    CAS  Google Scholar 

  • Crouzet P, Leonard J, Nixon S, Rees Y, Parr W, Laffon L, Bøgestrand J, Kristensen P, Lallana C, Izzo G, Bokn T, Bak J, Lack TJ (1999) Nutrients in European ecosystems, European Environment Agency, Copenhagen

  • Crowther J, Kay D, Wyer MD (2001) Relationships between microbial water quality and environmental conditions in coastal recreational waters: the Fylde coast, UK. Water Res 35:4029–4038

    CAS  Google Scholar 

  • Daniel TJ, T.C. D, Nichols DJ, West CP, Moore J, P.A, Wheeler GL (2000) Runoff water quality from poultry litter-treated pasture and forest sites Journal of Environmental Quality 29, 515–552

  • Davies-Colley RJ, Bell RG, Donnison AM (1994) Sunlight inactivation of enterococci and faecal coliforms in sewage effluent diluated in seawater. Appl Environ Microbiol 600:2049–2058

    Google Scholar 

  • Devane ML, Moriarty E, Weaver L, Cookson A, Gilpin B (2020) Fecal indicator bacteria from environmental sources; strategies for identification to improve water quality monitoring. Water Res 185

  • DFID (1999) A simple methodology water quality monitoring, Department for International Development Wallingford.

  • Domingo SJW, Edge TA (2010) Identification of primary sources of faecal pollution. In: Pond K, Kay D, Bartram J, Domingo SJ (eds) Rees G. World Health Organization (WHO), IWA Publishing, London, UK, Safe management of shellfish and harvest waters, pp 51–90

    Google Scholar 

  • Drasar SB (Editor), (2003) Microbial flora of the gut. The handbook of water and wastewater microbiology. Academic Press, London , UK, 99-103 pp

  • Dufour A, Wade TJ, Kay D (Editors), (2012) Epidemiological studies on swimmer health effects associated with potential exposure to zoonotic pathogens in bathing beach water – a review. Animal Waste, Water Quality and Human Health. World Health Organization (WHO), London, UK

  • Dufour AP (1984) Bacterial indicators of recreational water quality. Can J Public Health 75:49–56

    CAS  Google Scholar 

  • Dufour AP (2001): Discussion of indicator thresholds. US EPA

    Google Scholar 

  • Ecklu-Mensah G, Sackey ST, Morrison HG, Sogin ML, Murphy LG, Reznikoff WS (2019) Assessment of bacterial diversity in western Accra, Ghana, drinking water samples. J Water Sanit Hyg Dev 9:644–661

    Google Scholar 

  • Edge TA, Hill S, Seto P, Marsalek J (2010) Library-dependent and library independent microbial source tracking to identify spatial variation in faecal contamination sources along a Lake Ontario beach (Ontario, Canada). Water Sci Technol 62:719–727

    CAS  Google Scholar 

  • Efstratiou M (2001) Managing coastal bathing water quality: The contribution of microbiology and epidemiology. Mar Pollut Bull 46(6):424-431

  • Efstratiou MA (2001) Managing coastal bathing water quality: the contribution of microbiology and epidemiology. Mar Pollut Bull 42:425–432

    CAS  Google Scholar 

  • Efstratiou MA (2018): Microorganisms in beach sand: health implications. In: Nriagu JO (Editor), Encyclopedia of environmental health

  • Eichmiller JJ, Hicks R, Sadowsky MJ (2013) Distribution of genetic markers of fecal pollution on a freshwater sandy shoreline in proximity to wastewater effluent. Environ Sci Technol 47:3395–3402

    CAS  Google Scholar 

  • Elser JJ, Bracken MES, Cleland EE, Gruner DS, Harpole WS, Hillebrand H, Smith JE (2007) Global analysis of nitrogen and phosphorus limitation of primary producers in freshwater, marine and terrestrial ecosystems. Ecol Lett 10:1135–1142

    Google Scholar 

  • El Sharkawi F, and Hassan MNER (1982) The relation between the state of pollution in Alexandria swimming beaches and the occurrence of typhoid among bathers. Bulletin of the High Institute of Public Health Alexandria 12:337–351

  • EPA (1986) Bacteriological ambient water quality criteria for marine and freshwater recreational waters, US EPA, Springfield, VA

  • Ercumen A, Pickering AJ, Kwong LH, Arnold BF, Parvez SM, Alam M, Sen D, Islam S, Kullmann C, Chase C (2011) Animal feces contribute to domestic fecal contamination: evidence from E. coli measured in water, hands, food, flies, and soil in Bangladesh. Environ Sci Technol 5:8725–8734

    Google Scholar 

  • Espey J, Walecik K, Kuhner M (2015) Follow up and review of the SDGs: fulfilling our commitments. SDSN, Working Paper, UN Sustainable Development Solutions Network, New York, USA

    Google Scholar 

  • EU (2006) DIRECTIVE 2006/7/EC of the European Parliament and of the Council of 15 February 2006 concerning the management of bathing water quality and repealing Directive 76/160/EEC, 2006/7/EC. Off J Eur Union

  • Fenwick A (2006) Waterborne infectious diseases—could they be consigned to history? Science 313:1077–1081

    CAS  Google Scholar 

  • Ferguson DM, Moore DF, Getrich MA, Zhowandai MH (2005) Enumeration and speciation of enterococci found in marine and intertidal sediments and coastal water in southern California. J Appl Microbiol 99:598–608

    CAS  Google Scholar 

  • Ferretti JA, Tran HV, Cosgrove E, Protonentis J, Loftin V, Conklin CS, Grant RN (2011) Comparison of Enterococcus density estimates in marine beach and bay samples by real-time polymerase chain reaction, membrane filtration, and defined substrate testing. Mar Pollut Bull 62:1066–1072

    CAS  Google Scholar 

  • Fleisher JM, Kay D, Salmen RL, Jones F, M. D. Wyer MD, Godfree AF (1996) Marine waters, contaminated with domestic sewage: nonenteric illnesses associated with bather exposure in the United Kingdom. Am. J. Public Health 86, 1228–1234

  • Fong T-T, Lipp EK (2005) Enteric viruses of humans and animals in aquatic environments: health risks, detection, and potential water quality assessment tools. Microbiol Mol Biol Rev 69:357–371

    CAS  Google Scholar 

  • Gerba CP (2000) Indicator microorganisms. . In: Maier RM PI, Gerba CP. (Editor), Environmental microbiology. Academic Press, San Diego, CA., pp. 491-503

  • Godfree AF, Kay D, Wyer MD (1997) Faecal streptoccoci as indicators of faecal contamination in water. J Appl Microbiol (Symposium Supplementary) 83:110S–119S

    Google Scholar 

  • Gökçe D (2016) Algae as an indicator of water quality. In: Thajuddin N (Editor), Algae organisms for imminent biotechnology. IntechOpen, pp. 81-99

  • Gretsch SR, Ampofo JA, Baker KK, Clennon J, Null CA, Peprah D, Reese H, Robb K, Teunis P, Wellington N, Yakubu H, Moe CL (2015) Quantification of exposure to fecal contamination in open drains in four neighborhoods in Accra, Ghana. J Water Health:1–13

  • Griffin DW, Donaldson KA, Paul JH, Rose JB (2003): Pathogenic human viruses in coastal waters. 16, 129–143

  • Griffith JF, Weisberg SB, Arnold BF, Cao Y, Schiff KC, J.M. CJ (2016) Epidemiologic evaluation of multiple alternate microbial water quality monitoring indicators at three California beaches. Water Res 94:371–381

    CAS  Google Scholar 

  • Grimes DJ (1991) Ecology of estuarine bacteria capable of causing human disease: a review. Estuaries 14:345–360

    Google Scholar 

  • Grunnet K, and Brest Nielsen B (1969) Salmonella types isolated from the Gulf ofAarhus compared with types from infected human beings, animals, and feed products in Denmark. Applied Microbiology 18:985–990

  • Guillaud JF, Derrien A, Gourmelon M, Pommepuy M (1997) T90 as a tool for engineers: interest and limits. Water Sci Technol 35:277–281

    CAS  Google Scholar 

  • Haas CN (2001): Comment on “estimating the infection risk in recreational waters from the faecal indicator concentration and from the ratio between pathogens and indicator.” Water Res 35, 3280–3281

  • HACH (2012) Water analysis handbook, Hach Company, Loveland, Colorado, USA

  • Hammer Ø, Harper DAT, Ryan PD (2001) PAST: Palaeontological statistics software package for education and data analysis. Palaeontol Electron 4:9

    Google Scholar 

  • Hardman-Mountford NJ, McGlade JM (2003) Seasonal and interannual variability of oceanographic processes in the Gulf of Guinea: an investigation using AVHRR sea surface temperature data. Int J Remote Sens 24:3247–3268

    Google Scholar 

  • Harwood VJ, Staley C, Badgley BD, Borges K, Korajkic A (2014) Microbial source tracking markers for detection of fecal contamination in environmental waters: Relationships between pathogens and human health outcomes. FEMS Microbiol Rev 38:1–40

    CAS  Google Scholar 

  • Haugland RA, Siefring SC, Wymer LJ, Brenner KP, Dufour AP (2005) Comparison of Enterococcus measurements in freshwater at two recreational beaches by quantitative polymerase chain reaction and member filter culture analysis. Water Res 39:559–568

    CAS  Google Scholar 

  • Herrig I, Seis W, Fischer H, Regnery J, Manz W, Reifferscheid G, Böer SP (2019) Prediction of fecal indicator organism concentrations in rivers: the shifting role of environmental factors under varying flow conditions. Environ Sci Eur 31:1–16

    Google Scholar 

  • Hinga KR, Jeon H, Lewis NF (1995) Marine eutrophication review part 1: quantifying the effects of nitrogen enrichment on phytoplankton in coastal ecosystems, NOAA Coast Ocean Office. Silver spring, MD, US Department of Commence

    Google Scholar 

  • Hirn J, Viljamaa H, Raevuori M (1980) The effect if physicochemical phytoplankton and seasonal factors on faecal indicator bacteria in northern brackish water. Water Res 3:279–285

    Google Scholar 

  • Hoi L, Larsen JL, Dalsgaard I, and Dalsgaard A (1998) Occurrence of Vibrio vulnificus biotypes in Danish marine environments. Applied and Environmental Micribiology 64:7–13

  • Holcomb DA, Stewart JR (2020) Microbial indicators of fecal pollution: recent progress and challenges in assessing water quality. Curr Environ Health Rep 7:311–324

    Google Scholar 

  • Idalia V-MN, Franco B (2017) Escherichia coli as a model organism and its application in biotechnology. In: Samie A (Editor), Escherichia coli - recent advances on physiology, pathogenesis and biotechnological applications. Intechopen, pp. 253-274

  • Igobinosa EO, Okoh AI (2009) Impact of discharge wastewater effluents on the physico-chemical qualities of a receiving watershed in a typical rural community. Int J Environ Sci Technol 6:175–182

    Google Scholar 

  • Ishii S, Sadowsky M (2008) Escherichia coli in the environment: implications for water quality and human health. Microbes Environ 23:101–108

    Google Scholar 

  • Islam MS, Khan S, Tanaka M (2004) Waste loading in shrimp and fish processing effluents: a potential source of hazards to the coastal and nearshore environments. Mar Pollut Bull 49:103–110

    CAS  Google Scholar 

  • Jaji MO, Bamgbose O, Odukoya OO, Arowlo TA (2007) Water quality assessment of Ogun River, south west Nigeria. Environ Monit Assess 133:447–482

    Google Scholar 

  • Jamshidi S, Bukar MNB, Yousefi M (2010) Concentration of chlorophyll-a in coastal waters of Rudsar. Res J Environ Sci 4:383–391

    CAS  Google Scholar 

  • Jamshidi S, Abu Bakar NB (2011) A study on distribution of chlorophll-a in the coastal waters of Anzali Port, south Caspian Sea. Ocean Sci Discuss 8:435–451

    Google Scholar 

  • Jang J, Hur HG, Sadowsky MJ, Byappanahalli MN, Yan T, Ishii S (2017) Environmental Escherichia coli: ecology and public health implications—a review. J Appl Microbiol 123:570–581

    CAS  Google Scholar 

  • Johnson TJ (2011) Impacts of fecal bacteria on pathogens and virulence genes-human and animal health. In: Sadowsky ML , Whitman RL (Editors), The fecal bacteria. American Society for Microbiology (ASM) Press, Washington, DC, pp. 135-164

  • Jones K, Obiri-Danso K (1999) Non-compliance of beaches with the EU directives of bathing wate quality: evidence of non-point sources of pollution in Morecambe Bay. Journal of Applied Microbiology Symposium Supplementary 85:101S–107S

    Google Scholar 

  • Jongman RHGG, ter braak CJF, Tongeren OFR (Editors), 1995: Data analysis in community and landscape ecology. Cambrige University Press, Cambrige, 299 pp

  • Karikari AY, Ansa-Asare OD (2006) Physico-chemical and microbial water quality assessment of Densu River of Ghana. West Afr J App Ecol 10:87–100

    Google Scholar 

  • Katukiza AY, Ronteltap M, van der Steen P, Foppen JW, Lens PN (2013) Quantification of microbial risks to human health caused by waterborne viruses and bacteria in an urban slum. J Appl Microbiol 116:447–463

    Google Scholar 

  • Kay D, Wyer MD, Crowther J, O’Neill G, Jackson GF, Fleisher JM (1999a) Faecal indicators impact on recreational waters: budget studies and diffuse source modelling. Journal of Applied Microbiology Symposium Supplementary 85:70S–82S

    Google Scholar 

  • Kay D, Wyer MD, Crowther J, O’Neill G, Jackson GF, Fleisher JM, Fewtrell L (eds) (1999b) Changing standards and catachment sources of faecal indicators in near shore bathing waters. Wate Quality-Processes and Policy. Wiley, New York, pp 47–64

    Google Scholar 

  • Kennish MJ (2001) Environmental threats and environmental future of estuaries. Environ Conserv 29:78–107

    Google Scholar 

  • Kinnear PR, Gray CD (1999) SPSS for Windows made simple. Psychology Press Ltd, Hove, United Kingdom

    Google Scholar 

  • Klubi E, Addo S, Akita LG (2019) Assessment of hydrological pathway and water quality of the Songor wetland. Afr J Environ Sci Technol 13:511–523

    Google Scholar 

  • Kong RYC, Lee SKY, Law TWF, Law SHW, Wu RSS (2002) Rapid detection of six types of bacterial pathogens in marine water by multiplex PCR. Water Res 36:2802–2812

    CAS  Google Scholar 

  • Korajkic A, McMinn BR, Harwood VJ (2018) Relationships between microbial indicators and pathogens in recreational water settings. Int J Environ Res Public Health 15:1–39

    Google Scholar 

  • Koranteng KA, McGlade JM (2002) Physico-chemical changes in continental shelf waters of the Gulf of Guinea and possible impacts on resources variability. In: McGlade MJ, Cury P, K.A. K, Hardman-Mountford NJ (Editors), The Gulf of Guinea large marine ecosystem, environmental forcing & sustainable development of marine resources. Large Marine Ecosystem Series. Elsevier, Amsterdam, pp. 93-102

  • Labite H, Lunani I, van der Steen P, Vairavamoorthy K, Drechsel P, Lens P (2010) Quantitative microbial risk analysis to evaluate health effects of interventions in the urban water system of Accra, Ghana. J Water Health 8:417–430

    Google Scholar 

  • Lamptey E, Armah AK, Allotey LC (2010) Spatial assemblages of tropical interidal rocky shore communities in Ghana. Nova Science Publishers, Inc, New York, West Africa, 52 pp

    Google Scholar 

  • Larbi L, Nukpezah D, Mensah A, Addo KA (2018): An integrated assessment of ecological health status of coastal aquatic ecosystems of Ada in Ghana. West African Journal of Appied Ecology

    Google Scholar 

  • Lawson ET (2014) When rhetoric meets reality: attitude change and coastal zone management in Ghana. Environ Nat Resour Res 4:37–50

    Google Scholar 

  • Leclerc H, Mossel D, Edberg SC, Struijk CB (2001) Advances in the bacteriology of the coliform group: their suitability as markers of microbial water safety. Annu Rev Microbiol 55:201–234

    CAS  Google Scholar 

  • Leech NL, Barrett KC, Morgan GA (2011) IBM SPSS for introductory statistics: use and interpretation. Routledge -Taylor & Francis Group, New York, NY

    Google Scholar 

  • Legendre P, Gallagher ED (2001) Ecologically meaningful transformations for ordination of species data. Oecologia 129:271–280

    Google Scholar 

  • Ling F, Whitaker R, LeChevallie MW, Liu W-T (2018) Drinking water microbiome assembly induced by water stagnation. ISME J 12:1520–1531

    Google Scholar 

  • López-López E, Sedeño-Díaz JE (2015) Biological indicators of water quality: the role of fish and macroinvertebrates as indicators of water quality. In: Armon RH, Hánninen O (eds) Environmental indicators. Springer, Dordrecht, pp 643–661

    Google Scholar 

  • Lorenzen CJ (1967) Determination of chlorophyll and pheo-pigments: spectrophotometric equations. Limnol Oceanogr 12:343

    CAS  Google Scholar 

  • Love DC, Rodriguez RA, Gibbons CD, Griffith JF, Yu Q, Stewart JR, Sobsey MD (2014) Human viruses and viral indicators in marine water at two recreational beaches in Southern California, USA. J Water Health 12:136–150

    Google Scholar 

  • Ly CK (1980) The role of the Akosombo dam on the Volta River in causing coastal erosion in central and eastern Ghana (West Africa). Mar Geol 37:323–332

    Google Scholar 

  • Maipa V, Alamanos Y, Bezirtzoglou E (2001) Seasonal fluctuation of bacterial indicators in coastal waters. Microb Ecol Health Dis 13:143–146

    Google Scholar 

  • Malakoff D (2002) Water quality: microbiologists on the trail of polluting bacteria. Science 295:2352–2353

    CAS  Google Scholar 

  • Malla B, Shrestha RG, Tandukar S, Bhandari D, Inoue D, Sei K, Tanaka Y, Sherchand JB, Haramoto E (2018a): Identification of human and animal fecal contamination in drinking water sources in the Kathmandu valley, Nepal, using host-associated bacteroidales quantitative PCR assays. Water 10

  • Malla B, Shrestha RG, Tandukar S, Bhandari D, Inoue D, Sei S, Tanaka Y, Sherchand JB, Haramoto E (2018b) Identification of human and animal fecal contamination in drinking water sources in the Kathmandu valley, Nepal, using host-associated bacteroidales quantitative PCR assays. Water 10:1–16

    Google Scholar 

  • McGarvey ST, Buszin J, Reed H, Smith DC, Rahman Z, Andrzejewski C, Awusabo-Asare K, White MJ (2008) Community and household determinants of water quality in coastal Ghana. J Water Health 6:339–349

    CAS  Google Scholar 

  • McGlade JM, Curry P, Koranteng KA, Hardman-Mountford NJ (Editors), (2002) The Gulf of Guinea large marine ecosystem: environmental forcing & sustainable development of marine resources. Large Marine Ecosystems, 11. PublisherElsevier, Amsterdam, 392 pp

  • Medema GJ, Payment P, Dufour A, Robertson W, Waite M, Hunter P, Kirby R, Anderson Y (2003) Safe drinking water: an ongoing challenge. IWA Publishing, London, UK, In assessing microbial safety of drinking water. Improving approaches and method. WHO & OECD, pp 11–45

    Google Scholar 

  • Mensah MA, Anang E (Editors), (1998) The state of the coastal and marine environment of Ghana. The state of coastal and marine environmental of the Gulf of Guinea, 69-74 pp

  • Metcalf TG (1978) Indicators of viruses in shellfish. Indicators and viruses in water and food. Ann Harbor Science, Ann Harbor, Michigan, pp 383–415

    Google Scholar 

  • Metcalf TG (1982) Virus in shellfish-growing waters. Environ Int 7:21–27

    Google Scholar 

  • Millipore (1991) Water microbiology, laboratories and field procedures. Bedford, M.A., 32 pp

    Google Scholar 

  • Minta SO (2003) An assessment of the vulnerability of Ghana’s coastal artisanal fishery to climate change. Norwegian College of Fisheries Science (NFU) University of Tromsø, Norway

    Google Scholar 

  • Moe CL, Sobsey MD, Samsa GP, Mesolo V (1991) Bacterial indicators of rish diarrhoel disease from drinking water in the Philippines. Bull World Health Organ 69:305–317

    CAS  Google Scholar 

  • Möller WAA, Scharf BW (1986) The content of chlorophyll-a in the sediment of the volcanic maar lakes in the Eifel region (Germany) as an indicator for eutrophication. Hydrobiologia 143:327–329

    Google Scholar 

  • Monbet Y (1992) Control of phytoplankton biomass in estuaries: a comparative analysis of microtidal and macrotidal estuaries. Estuareies 15:563–571

  • Monney I, Boakye R, Buamah R, Anyemedu FOK, Odai SN, Awuah E (2013): Urbanization and pollution of surface water resources in the two largest cities in Ghana. International Journal of Environmental Monitoring and Analysis 1, 279-287

  • Moreno HS, Bolívar-Anillo HJ, Soto-Varela ZE, Aranguren Y, Gonzaléz CP, Daza DAV, Anfuso G (2019) Microbiological water quality and sources of contamination along the coast of the Department of Atlántico (Caribbean Sea of Colombia). Preliminary results. Mar Pollut Bull 142:303–308

    Google Scholar 

  • Mwabi JK, Mamba BB, Momba MNB (2012) Removal of Escherichia coli and faecal coliforms from surface water and groundwater by household water treatment devices/systems: a sustainable solution for improving water quality in rural communities of the southern African development community region. Int J Environ Res Public Health 9:139–170

    CAS  Google Scholar 

  • Newton RJ, Bootsma MJ, Morrison HG, Sogin ML, McLellan SL (2013) A microbial signature approach to identify fecal pollution in the waters off an urbanized coast of Lake Michigan. Microb Ecol 65:1011–1023

    Google Scholar 

  • Niemela SI, Lee JV, Fricker CR (2003) A comparison of the international standards organization reference method for the detection of coliforms and Escherichia coli in water with a defined substrate procedure. J Appl Microbiol 95:1285–1292

    CAS  Google Scholar 

  • Nixon SW (1995) Coastal marine eutrophication - a definition, social causes, and future concerns. Ophelia 41:199–219

    Google Scholar 

  • Noble RT, Moore DF, Leecaster M, McGee CD, Weisberg SB (2003) Comparison of total coliform, fecal coliform, and enterococcus bacterial indicator response for ocean recreational water quality testing. Water Res 37

  • Nowicki S, deLaurent ZR, de Villiers EP, Githinji G, Charles KJ (2021) The utility of Escherichia coli as a contamination indicator for rural drinking water: evidence from whole genome sequencing. PLoS One 16:e0245910

    CAS  Google Scholar 

  • Nuzzi R, Buhrans R (1997) The use of enterococcus and coliforms in characterizing bathing-beach waters. J Environ Health 60:16–22

    CAS  Google Scholar 

  • Nyarko E, Lamptey AM, Owiredu-Amaning DA (2015) Application of water quality index for assessment of the nearshore coastal waters of Accra. J Pollut Res 34:657–666

    CAS  Google Scholar 

  • Obiri-Danso K, Jones K (1999) The effect of a new sewage treatment plant on faecal indicator numbers, campylobacters and bathing water compliance in Morecambe Bay. J Appl Microbiol 86:603–614

    CAS  Google Scholar 

  • Obiri-Danso K, Keith J, Nigel P (1999) The effect of the time of sampling on the compliance of bathing water in NW England with the EU Directive on bathing water quality. J Coast Conserv 5:51–58

    Google Scholar 

  • Odonkor ST, Ampofo JK (2013) Escherichia coli as an indicator of bacteriological quality of water: an overview. Microbiol Res 4

  • Okafor-Yarwood I (2018) Pollution, fisheries and food (in)security in the Gulf of Guinea. In: Rosenblood R, Gupta A , Webster E (Hrsg.), Transnational food security, transnational legal theory. Transnational Law Institute, King’s College London, UK

  • Omoike AI, Vanloon GW (1999) Removal of phosphorus and organic matter removal by alum during wastewater treatment. Water Res 33:3617–3627

    CAS  Google Scholar 

  • Osiemo MM, Ogendi GM, M’Erimba C (2019) Microbial quality of drinking water and prevalence of water-related diseases in marigat urban centre, Kenya. Environ Health Insights 13:1–7

    Google Scholar 

  • Oster RJ, Wijesinghe RU, Haack SK, Fogarty LR, Tucker TR, Riley SC (2014) Bacterial pathogen gene abundance and relation to recreational water quality at seven Great Lakes beaches. Environ Sci Technol 48:14148–14157

    CAS  Google Scholar 

  • Pabis K, Sobczyk R, Sicińskia J, Ensrud T, Serigstadt B (2020) Natural and anthropogenic factors influencing abundance of the benthic macrofauna along the shelf and slope of the Gulf of Guinea, a large marine ecosystem off West Africa. Oceanologia 62:83–100

    Google Scholar 

  • Pachepsky A, Shelton DR (2011) Escherichia coli and fecal coliforms in freshwater and estuarine sediments. Crit Rev Environ Sci Technol 41:1067–1110

    CAS  Google Scholar 

  • Paerl HW, Huisman J (2008) Blooms like it hot. Science 320:57–58

    CAS  Google Scholar 

  • Paerl HW, Xu H, McCarthy MJ, Zhu G, Qin B, Li Y, Gardner WS (2011) Controlling harmful cyanobacterial blooms in a hyper-eutrophic lake (Lake Taihu, China): the need for a dual nutrient (N & P) management strategy. Water Res 45:1973–1983

    CAS  Google Scholar 

  • Pandey PK, Kass PH, Soupir ML, Biswas S, Singh VP (2014) Contamination of water resources by pathogenic bacteria. AMB Express 4:1–16

    CAS  Google Scholar 

  • Papadakis JA, Mavridou A, Richardson SC, Lambiri M, and Velonakis E (1988) Relations between densities of indicator organisms and microbial pathogens in seawater. Rapports, Commission Internationale pour l'Exploration Scientifique de la Mer Méditerranée 31(2):177

  • Parmar TK, Rawtani D, Agrawal YK (2016) Bioindicators: the natural indicator of environmental pollution. Frontiers in Life Science 9:110–118

    CAS  Google Scholar 

  • Payment P, Richardson L, Siemiatycki J, Dewar R, Edwardes M, Franco E (1991) A randomized trial to evaluate the risk of gastrointestinal disease due to consumption of drinking water meeting current microbiological standards. Am J Public Health 81:703–708

    CAS  Google Scholar 

  • Persson A, Weitz N, Nilsson M (2016): Follow-up and review of the sustainable development goals: alignment vs. internalization. Review of European Community & International Environmental Law 25

  • PHLS (1959) Sewage contamination of coastal bathing waters in England and Wales. The committee on bathing beach contamination of the Public Health Laboratory Service. Journal of Hygiene, Cambridge 57:435–472

  • Piggot AM, Klaus JS, Johnson S, Phillips MC, Solo-Gabriele HM (2012) Relationship between enterococcal levels and sediment Biofilms at recreational beaches in South Florida. Appl Environ Microbiol 78:5973–5982

    CAS  Google Scholar 

  • Pitkänen T (2013) Review of Campylobacter spp. in drinking and environmental waters. J Microbiol Methods 95:39–47

    Google Scholar 

  • Polo F, Figueras MJ, Inza I, Sala J, and Guarro J (1996) Do indicator organisms predict the presence of Salmonella? In Proceedings of the 1996 Symposium on Health-Related Water Microbiology. IAWQ, 6–10 October Mallorca, A54, p. 112

  • Poloczanska ES, Burrows MT, Brown CJ, García Molinos J, Halpern BS, Hoegh-Guldberg O, Kappel CV, Moore PJ, Richardson AJ, Schoeman DS, Sydeman WJ (2016) Responses of marine organisms to climate change across oceans. Front Mar Sci 3:1–21

    Google Scholar 

  • Pommepuy M, Hervio-Heath D, Caprais MP, Gourmelon M, Le Saux JC, Le Guyader F (2005) Fecal contamination in coastal areas: an engineering approach. Oceans and health: pathogens in the marine environment. Belkin and Colwell, Springer, , New York, pp. 331-359

  • Price RG, Wildeboer D (2017) E. coli as an indicator of contamination and health risk in environmental waters. In: Samie A (Editor), Escherichia coli - recent advances on physiology, pathogenesis and biotechnological applications. InTechOpen, pp. 125-139

  • Prieto MD, Lopez B, Juanes JA, Revilla JA, Llorca J, Delgado-Rodríguez M (2001) Recreation in coastal waters: health risks associated with bathing in sea water. J Epidemiol Community Health 55:442–447

    CAS  Google Scholar 

  • Quaatey SNK (1996) Report on the synthesis of recent evaluations undertaken on the major fish stock in Ghanaian waters, Marine Fisheries Research Division, Fisheries Directorate of the Ministry of Food Agriculture, Tema, Ghana

  • Quilliam RS, Taylor J, Oliver DM (2019) The disparity between regulatory measurements of E. coli in public bathing waters and the public expectation of bathing water quality. J Environ Manag 232:868–874

    Google Scholar 

  • Rao CR (1964) The use and interpretation of principal componenet analysis in applied research. Sankhya A26:329–358

    Google Scholar 

  • Rao CR (1973): Linear statistical inference and its applications Wiley New York, 625 pp

  • Ripley B (1981) Spatial statistics. Wiley, New York, 252 pp

    Google Scholar 

  • Rodrigues A, Oliver DM, McCarron A, Quilliam RS (2019) Colonisation of plastic pellets (nurdles) by E. coli at public bathing beaches. Mar Pollut Bull 139:376–380

    CAS  Google Scholar 

  • Rodrigues C, Cunha MA (2017) Assessment of the microbiological quality of recreational waters: indicators and methods. Euro-Mediterr J Environ Integr 2:1–18

    Google Scholar 

  • Rothenheber D (2017) Microbial source tracking in coastal recreational waters of southern maine: relationship between enterrococci, environmental factors, potential pathogens ad fecal sources, University of Maine

  • Saad MAH, Younes WAN (2006) Role of phosphorus and nitrogenous species in water quality of a coastal Egyptian heavily polluted Mediterranean basin. Int J Oceans Oceanogr 1:1–19

    CAS  Google Scholar 

  • Sabae SZ, Rabeh SA (2007) Evaluation of the microbial quality of the river nile waters at damietta branch, Egypt. Egypt J Aquat Res 33:301–311

    CAS  Google Scholar 

  • Sabino R, Rodrigues R, Costa I, Carneiro C, Cunha M, Duarte A, Faria N, Ferreira FC, Gargaté MJ, Júlio C, Martins ML, Nevers MB, Oleastro M, Solo-Gabriele H, Veríssimo C, Viegas C, Whitman RL, Brandão J (2014) Routine screening of harmful microorganisms in beach sands: implications to public health. Sci Total Environ 472:1062–1069

    CAS  Google Scholar 

  • Savage WG (1905) Bacteriological examination of tidal mud as an index of pollution of the river. J Hyg 5:146–174

    CAS  Google Scholar 

  • Sayler GS, Nelson JDJ, Justice A, Colwell RR (1975) Distribution and significance of fecal indicator organisms in the Upper Chesapeake Bay. Appl Microbiol 30:625–638

    CAS  Google Scholar 

  • Scheren P, Ibe AC, Janssen FJ, Lemmens AM (2002) Environmental pollution in the Gulf of Guinea - a regional approach. Mar Pollut Bull 44:633–641

    CAS  Google Scholar 

  • Scheren PAGM, Ibe AC (2002) Environmental polution in the Gulf of Guinea - a regional approach. In: McGlade M, Curry P, Koranteng KA, Hardman-Mountford NJ (Editors), The Gulf of Guinea large marine ecosystem: environmental forcing & sustainable development of marine resources Large Marine Ecosystems. Elsevier., pp. 299-320

  • Schönheit P, Buckel W, Martin WF (2016) On the origin of heterotrophy. Trends Microbiol 24:12–25

    Google Scholar 

  • Schroeder ED, Wuertz S (Editors), 2003: Bacteria. The handbook of water and wastewater microbiology. Academic Press, London , UK, 57 -112 pp

  • Sharpley AN, Jarvie HP, Buda A, May L, Spears B, Kleinman P (2013) Phosphorus legacy: overcoming the effets of past management practices to mitigate future water quality impairment. J Environ Qual 42:1308–1326

    CAS  Google Scholar 

  • Shields KF, Bain RES, Cronk R, Wright JA, Bartram J (2015) Association of supply type with fecal contamination of source water and household stored drinking water in developing countries: a bivariate meta-analysis. Environ Health Perspect 123:222–1231

    Google Scholar 

  • Shrestha A, Kelty CA, Sivaganesan M, Shanks OC, Dorevitch SF (2020) Fecal pollution source characterization at non-point source impacted beaches under dry and wet weather conditions. Water Research 182

  • Shuval H (Editor), (2006) Thalassogenic infectious diseases caused by wastewater pollution of the marine enviornment. Oceans and health: pathogens in the marine environment. Springer, New York, 373-389 pp

  • Sinigalliano CD, Fleisher JM, Gidley ML, Solo-Gabriele HM, Shibata T, Plano LR, Elmir SM, Wanless D, Bartkowiak J, Boiteau R (2010) Traditional and molecular analyses for fecal indicator bacteria in non-point source subtropical recreational marine waters. Water Res 44:3763–3772

    CAS  Google Scholar 

  • Sinton LW, Finlay RK, Hannah DJ (1998) Distinguishing human from animal faecal contamination in water: a review. N Z J Mar Freshw Res 32:323–348

    Google Scholar 

  • Šmilauer P, Lepš J (2014) Multivariate analysis of ecological data using CANOCO 5. Cambridge University Press, Cambridge, U.K.

    Google Scholar 

  • Smith VH, Schindler DW (2009) Eutrophication science: where do we go from here? Trends Ecol Evol 24:201–207

    Google Scholar 

  • Solic M, Krstulovic N (1992) Seperate and combined effects of solar radiation, temperature, salinity and pH on the survival of faecal coliforms in sea water. Mar Pollut Bull 24:411–416

    Google Scholar 

  • Solo-Gabriele HM, Wolfert MA, Desmarais TR, Palmer CJ (2000) Sources of Escherichia coli in a coastal subtropical environment. Appl Environ Microbiol 66:230–237

    CAS  Google Scholar 

  • Soto-Varela ZE, Rosado-Porto D, Bolívar-Anillo HJ, Pichón González C, Granados Pantoja B, Estrada Alvarado D, Anfuso G (2021) Preliminary microbiological coastal water quality determination along the department of Atlántico (Colombia): relationships with beach characteristics. Journal of Marine Science and Engineering 9, 1-

  • Stewart MR, Gast RJ, Fujioka RS, Solo-Gabriele HM, Meschke SJ, Amaral-Zettler LA, Del Castillo E, Polz MF, Collier TK, Strom MS, Sinigalliano CD, Moeller PD, Holland AF (2008) The coastal environment and human health: microbial indicators, pathogens, sentinels and reservoirs. Environ Healt S3:1–4

    Google Scholar 

  • Stumn W, Morgan JJ (1981) Aquatic chemistry. Sons, John Wiley and, 780 pp

    Google Scholar 

  • Tawiah AA, Gbedema SY, Adu F, Boamah VE, Annan K (2012) Antibiotic producing microorganisms from River Wiwi, Lake Bosomtwe and the Gulf of Guinea at Doakor Sea Beach, Ghana. BMC Microbiol 12:1–8

    Google Scholar 

  • ter Braak CJF, Verdonschot PFM (1995) Canonical correspondence-analysis and related multivariate methods in aquatic ecology. Aquat Sci 57:255–289

    Google Scholar 

  • Thoe W, Lee O, Leung K, Lee T, Ashbolt NJ, Yang R, Chui S (2018) Twenty five years of beach monitoring in Hong Kong: a re-examination of the beach water quality classification scheme from a comparative and global perspective. Mar Pollut Bull 131:793–803

    CAS  Google Scholar 

  • Tiwari A, Oliver DM, Bivins A, Sherchan SP, Pitkänen T (2021) Bathing water quality monitoring practices in Europe and the United States. Int J Environ Res Public Health:18

  • Tripathy SC, Ray AK, Patra S, Sarma VV (2005) Water quality assessment of Gautami-Godavari mangroves estuarine ecosystem of Andhra Pradesh, India during Septemeber 2001. J Earth Syst Sci 114:185–190

    CAS  Google Scholar 

  • UNESCO 1994: Protocols for the Joint Global Ocean Flux Study (J GOFS) core measurements, manual and guide

  • USEPA (2002) Method 1600: Enterococci in water by membrane filtration using membrane-Enterococcus indoxyl-D-glucoside agar (mEI), , US Environmental Protection Agency, USEPA, Office of Water (4303T), Washington, DC.

  • USEPA 2011: Ambient Water Quality Criteria for Bacteria

  • VanMensel D, Chaganti S, Droppo IG, Weisener CG (2019) Exploring bacterial pathogen community dynamics in freshwater beach sediments: a tale of two lakes. Environ Microbiol 22:1–18

    Google Scholar 

  • Vantarakis A, Venieri D, Komninou G, Papapetropoulou M (2006) Differentiation of faecal Escherichia coli from humans and animals by multiple antibiotic resistance analysis. Appl Microbiol 42:71–77

    CAS  Google Scholar 

  • Vollenweider RA, Kerekes J (1982) Eutrophication of waters: monitoring, assessment and control, Report of the OECD Cooperative Programme on Eutrophication. OECD, Paris

    Google Scholar 

  • Von Schirnding YER, Strauss N, Robertson P, Kfir R, Fattal B, Mathee A, Franck M, and Cabelli VJ (1993) Bather morbidity from recreational exposure to seawater. Water Sci Technol 27:183–186

  • Wade TJ, Pai N, Eisenberg JN, J.M. CJ (2003) Do U.S. Environmental Protection Agency water quality guidelines for recreational waters prevent gastrointestinal illness? A systematic review and meta-analysis. Environ Health Perspect 111:1102–1109

    Google Scholar 

  • Wade TJ, Calderon RL, Sams E, Beach E, Brenner KP, Williams AH, Dufour AP (2006) Rapidly measured indicators of recreational water quality are predictive of swimming-associated gastrointestinal illness. Environ Health Perspect 114:24–28

    Google Scholar 

  • Wade TJ, Sams E, Brenner KP, Haugland R, Chern E, Beach M, Wymer L, Rankin CC, Love D, Li Q, Noble R, Dufour AP (2010) Rapidly measured indicators of recreational water quality and swimming-related illness at marine beaches: a prospective cohort study. Environ Health 9:1–14

    Google Scholar 

  • Weiskerger CL et al (2019) Impacts of a changing earth on microbial dynamics and human health risks in the continuum between beach water and sand. Water Res 162:1–58

    Google Scholar 

  • Wellman S, Redden A, Rissik D, Scanes P (2002) Phytoplankton production in near-pristine and urban-influenced coastal lagoons, Proceedings of the annual conference of the Australian Marine Sciences Association, 10-12 July, Fremantle WA.

  • Welschmeyer NA (1994) Analysis of chlorophyll a in the presence of chlorophyll b and pheopigments. Limnol Oceanogr 39:1–7

    Google Scholar 

  • Wetzel RG (2001) Limnology: lake and rivers ecosytems. Academic Press, San Diego, CA

    Google Scholar 

  • Wheater DWF, Mara DD, Oragui JI (1979) Indicator systems to distinquish sewage from storm water run-off and human fromm animal faecal pollution. In: James A, Evision L (eds) Biological indicators of water quality. John Wiley & Sons, Chichester, pp 1–27

    Google Scholar 

  • Whitman RL, Shively DA, Pawlik H, Nevers MB, Byappanahalli MN (2003) Occurrence of Escherichia coli and Enterococci in Cladophora (Chlorophyta) in nearshore water and beach sand of Lake Michigan. Appl Environ Microbiol 69:4714–4719

    CAS  Google Scholar 

  • Whitman RL, Nevers MB, Przybyla-Kelly K, Byappanahalli MN (2011): Physical and biological factors influencing environmental sources of fecal indicator bacteria in surface water. In: Sadowsky MJ , Whitman RL (Editors), The fecal bacteria. American Society for Microbiology (ASM) Press, Washington, DC, pp. 111-134

  • Whitman RL, Harwood VJ, Edge TA, Nevers MB, Byappanahalli MN, Vijayavel K, Brandão J, Sadowsky MJ, Alm EW, Crowe A (2014) Microbes in beach sands: integrating environment, ecology and public health. Rev Environ Sci Biotechnol 13:329–368

    CAS  Google Scholar 

  • WHO (2002) Guidelines for safe recreational water environments: coastal and freshwaters. World Health Organization, Geneva

    Google Scholar 

  • WHO (2008) Guidelines for drinking-water quality, incorporating 1st and 2nd agenda, volume 1, recommendations. World Health Organization, Geneva, Switzerland

    Google Scholar 

  • WHO (2011) World Health Organisation Guidelines for Drinking-Water Quality. Fourth Edition. Switzerland. 564pp.

  • WHO (2015) Progress on sanitation and drinking water, World Health Organization (WHO). WHO, Geneva, Switzerland, p 2013

    Google Scholar 

  • Wiafe G, Boateng I, Appeaning-Addo K, Quashigah PN, Ababio SD, Sowah L (2013) Handbook of coastal process and management in Ghana. The Choir Press, The Coastal Processes Research Group, 254 pp

    Google Scholar 

  • Wintermans JFM, De Mots AS (1965) Spectrophotometeric characteristics of chlorophylls a and b and their phaeophytins in ethanol. Biochimica et al Biophysica Acta (BBA) 109:448–453

    CAS  Google Scholar 

  • Wright J, Gundry S, Conroy RT (2004) Household drinking water in developing countries: a systematic review of microbiological contamination between source and point-of-use. Tropical Med Int Health 9:106–117

    Google Scholar 

  • Wyer MD, Kay D, Crowther J, Whittaker J, Spence A, Huen V, Wilson C, Carbo P, Newsome J (1998) Faecal-indicator budgets for recreational coastal waters: a catchment approach. Journal Chartered Institute of Water Environmental Management 12:414–424

    Google Scholar 

  • Xue J, Feng Y, Wijesinghe RU, Wood CW (2017) Using Bacteroidales genetic markers to assess fecal pollution sources in coastal waters. Water Environ J 32:84–93

    Google Scholar 

  • Xue J, Lin S, Lamar FG, Lamori JG, Sherchan S (2018) Assessment of fecal pollution in Lake Pontchartrain, Louisiana. Mar Pollut Bull 129:655–663

    CAS  Google Scholar 

  • Yang K, LeJeune J, Alsdorf D, Lu B, Shum CK, Liang S (2012) Global distribution of outbreaks of water-associated infectious diseases. PLoS Negl Trop Dis 6:1–9

    Google Scholar 

  • Yeleliere E, Cobbina SJ, Duwiejuah AB (2018a) Review of Ghana’s water resources: the quality and management with particular focus on freshwater resources. Appl Water Sci 8:1–12

    Google Scholar 

  • Yeleliere E, Cobbina SJ, Duwiejuah AB (2018b) Review of Ghana’s water resources: the quality and management with particular focus on freshwater resources. Appl Water Sci 8:1–12

    Google Scholar 

  • Zaghloul A, Saber M, Gadow S, Awad F (2020) Biological indicators for pollution detection in terrestrial and aquatic ecosystems. Bull Natl Res Cent 44:1–11

    Google Scholar 

  • Zhang Q, Eichmiller JJ, Staley C, Sadowsky MJ, Ishii S (2016) Correlations between pathogen concentration and fecal indicator marker genes in beach environments. Sci Total Environ 573:826–830

    CAS  Google Scholar 

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Acknowledgements

The authors will like to express deep gratitude to everyone who contributed to the success of the research, particularly Prof. Hartmut Stuetzel, Prof. Peter Frenzel, Dr. Hanna Wielandt, Frau Sylva Janning, Dr. John Moisan, and Emeritus Prof. John Farrington. Special thanks to the staff at the Department of Marine and Fisheries Sciences (DFMS), University of Ghana (UG), for providing space and field support. Profound thanks to anonymous reviewers for their constructive scientific comments, which improved upon the writing of the research paper.

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The data is deposited at PANGAEA and can be made available for public use.

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Volkswagen Foundation, Germany, financed the research to Lailah Gifty Akita, Junior Fellowship grant (Grant No. 89371).

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• Dr. Lailah Gifty Akita: conceptualization, data curation, statistical analyses, fund acquisition, and writing—original draft.

• Dr. Juergen Laudien: conceptualization, fund acquisition, and writing of review.

• Dr. Charles Biney: conceptualization and writing of the review.

• Mark Akrong: data curation and writing of the review.

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Correspondence to Lailah Gifty Akita.

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Akita, .G., Laudien, J., Biney, C. et al. A baseline study of spatial variability of bacteria (total coliform, E. coli, and Enterococcus spp.) as biomarkers of pollution in ten tropical Atlantic beaches: concern for environmental and public health. Environ Sci Pollut Res 28, 50941–50965 (2021). https://doi.org/10.1007/s11356-021-15432-x

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