Abstract
The pre sent study analyzed the relationships of two different biological assemblages (diatom and macroinvertebrate) when they are used to characterize a set of stations (from reference stations to impacted stations) within the Shahrood River. In particular, we examined the issue of concordance among these assemblages and the physicochemical parameters detected, using both multivariate and multimetric methods. In addition, the trophic diatom index and Hilsenhoff family-level biotic index for macroinvertebrate assemblages were used to evaluate the ecological status of the Shahrood River. Diatom and macroinvertebrate assemblages in the Shahrood River differed significantly between reference and impacted stations. ANOSIM showed a significant difference in the composition and abundance of diatoms and macroinvertebrates among reference, influence and impact stations, especially between reference and impact stations. Results of CCA ordination showed that benthic diatoms and macroinvertebrate assemblages were mainly affected by DO, TSS, NO3 −, PO4 3− concentrations and heavy metals such as Zn and Cd. Biotic indices for the Shahrood River suggested a water quality category of “fair” with fairly substantial organic pollution for the impacted stations. Finally, our results suggest that an appropriate management and restoration policy needs to be implemented for the Shahrood basin.
References
Afshin I (1994) Rivers of Iran. Ministry of Energy of Iran publications, Tehran
Al-Shami SA, Md Rawi CS, Ahmad AH, Abdul Hamid S, Mohd Nor SA (2011) Influence of agricultural, industrial, and anthropogenic stresses on the distribution and diversity of macroinvertebrates in Juru River Basin, Penang, Malaysia. Ecotoxicol Environ Safe 74:1195–1202
Andersen JH, Conley DJ, Hedal S (2004) Palaeoecology, reference conditions and classification of ecological status: the EU water framework directive in practice. Mar Pollut Bull 49:283–290
Armanini D, Horrigan N, Monk W, Peters D, Baird D (2011) Development of a benthic macroinvertebrate flow sensitivity index for Canadian rivers. River Res Appl 27:723–737
Assessment ME (2005) Ecosystems and human well-being. Island Press, Washington
Atazadeh I, Sharifi M, Kelly M (2007) Evaluation of the trophic diatom index for assessing water quality in River Gharasou, western Iran. Hydrobiologia 589:165–173
Baattrup-Pedersen A, Larsen SE, Riis T (2013) From expert judgement to supervised classification: a new approach to assess ecological status in lowland streams. Sci Total Environ 447:116–122
Barbour MT, Gerritsen J, Snyder B, Stribling J (1999) Rapid bioassessment protocols for use in streams and wadeable rivers. USEPA, Washington
Biggs BJF (1995) The contribution of flood disturbance, catchment geology and land use to the habitat template of periphyton in stream ecosystems. Freshwater Biol 33:419–438
Chang FH, Lawrence JE, Rios-Touma B, Resh VH (2014) Tolerance values of benthic macroinvertebrates for stream biomonitoring: assessment of assumptions underlying scoring systems worldwide. Environ Monit Assess 186:2135–2149
Cheung K, Poon B, Lan C, Wong M (2003) Assessment of metal and nutrient concentrations in river water and sediment collected from the cities in the Pearl River Delta, South China. Chemosphere 52:1431–1440
Clarke KR, Gorley RN (2001) Primer V5 (Plymouth routines in multivariate ecological research): user manual/tutorial. Primer-E, Devon
Clarke KR, Warwick RM (2001) Change in marine communities: an approach to statistical analysis and interpretation, 2nd edn. Primer-e Ltd, Plymouth Marine Laboratory, Plymouth
Clews E, Low EW, Belle CC, Todd PA, Eikaas HS, Ng PK (2014) A pilot macroinvertebrate index of the water quality of Singaporeʼs reservoirs. Ecol Indic 38:90–103
Cole M (2002) Assessment of macroinvertebrate communities in relation to land use, physical habitat, and water quality in the Tualatin River Basin. Unpublished report prepared for Clean Water Services, Hillsboro
Connolly N, Crossland M, Pearson R (2004) Effect of low dissolved oxygen on survival, emergence, and drift of tropical stream macroinvertebrates. J N Am Benthol Soc 23:251–270
De Fabricius ALM, Maidana N, Gómez N, Sabater S (2003) Distribution patterns of benthic diatoms in a Pampean river exposed to seasonal floods: the Cuarto River (Argentina). Biodivers Conserv 12:2443–2454
Delgado C, Pardo I (2014) Comparison of benthic diatoms from Mediterranean and Atlantic Spanish streams: community changes in relation to environmental factors. Aquat Bot 120:304–314
Di Veroli A, Selvaggi R, Pellegrino RM, Goretti E (2010) Sediment toxicity and deformities of chironomid larvae in Lake Piediluco (central Italy). Chemosphere 79:33–39
Dodds WK, Jones JR, Welch EB (1998) Suggested classification of stream trophic state: distributions of temperate stream types by chlorophyll, total nitrogen, and phosphorus. Water Res 32:1455–1462
Elliott JM, Tullet P (1978) A bibliography of samplers for benthic invertebrates. Freshwater Biological Association, Ambleside (Occasional publication number 4)
Elliott JM, Humpesch UH, Macan TT (1988) Larvae of the British Ephemeroptera: a key with ecological notes. Freshwater Biological Association, Ambleside Scientific publication no 49
Feio M, Aguiar F, Almeida S, Ferreira J, Ferreira M, Elias C, Serra S, Buffagni A, Cambra J, Chauvin C (2014) Least disturbed condition for European Mediterranean rivers. Sci Total Environ 476:745–756
Findik Ö (2013) Spatial and seasonal distribution of macroinvertebrates in high altitude reservoir (Beyler Reservoir, Turkey). Chinese J Oceanol Limnol 31:994–1001
Fore LS, Karr JR, Wisseman RW (1996) Assessing invertebrate responses to human activities: evaluating alternative approaches. J N Am Benthol Soc 212–231
Frankovich TA, Gaiser EE, Zieman J, Wachnicka AH (2006) Spatial and temporal distributions of epiphytic diatoms growing on Thalassia testudinum Banks ex König: relationships to water quality. Hydrobiologia 569:259–271
Geist J (2011) Integrative freshwater ecology and biodiversity conservation. Ecol Indic 11:1507–1516
Gudmundsdottir R, Palsson S, Hannesdottir ER, Olafsson JS, Gislason GM, Moss B (2013) Diatoms as indicators: the influences of experimental nitrogen enrichment on diatom assemblages in sub-Arctic streams. Ecol Indic 32:74–81
Hendricks SP, Luttenton MR, Hunt SW (2006) Benthic diatom species list and environmental conditions in the Little River Basin, western Kentucky, USA. J Ky Acad Sci 67:22–38
Hering D, Johnson RK, Kramm S, Schmutz S, Szoszkiewicz K, Verdonschot PF (2006) Assessment of European streams with diatoms, macrophytes, macroinvertebrates and fish: a comparative metric-based analysis of organism response to stress. Freshwater Biol 51:1757–1785
Hilsenhoff WL (1988) Rapid field assessment of organic pollution with a family-level biotic index. J N Am Benthol Soc 7:65–68
Hirst H, Jüttner I, Ormerod S (2002) Comparing the responses of diatoms and macroinvertebrates to metals in upland streams of Wales and Cornwall. Freshwater Biol 47:1752–1765
Huang Q, Gao J, Cai Y, Yin H, Gao Y, Zhao J, Liu L, Huang J (2015) Development and application of benthic macroinvertebrate-based multimetric indices for the assessment of streams and rivers in the Taihu Basin, China. Ecol Indic 48:649–659
Hughes RM, Herlihy AT, Gerth WJ, Pan Y (2012) Estimating vertebrate, benthic macroinvertebrate, and diatom taxa richness in raftable Pacific Northwest rivers for bioassessment purposes. Environ Monit Assess 184:3185–3198
Hynes HBN (1984) A key to adult and nymphs of the British stoneflies (Plecoptera) with notes on the ecology and distribution. Freshwater Biological Association, Ambleside (Scientific publication no 17)
Iwasaki Y, Kagaya T, Miyamoto K, Matsuda H (2012) Responses of riverine macroinvertebrates to zinc in natural streams: implications for the Japanese water quality standard. Water Air Soil Poll 223:145–158
Jüttner I, Sharma S, Dahal BM, Ormerod S, Chimonides PJ, Cox EJ (2003) Diatoms as indicators of stream quality in the Kathmandu Valley and Middle Hills of Nepal and India. Freshwater Biol 48:2065–2084
Jyväsjärvi J, Aroviita J, Hämäläinen H (2014) An extended benthic quality index for assessment of lake profundal macroinvertebrates: addition of indicator taxa by multivariate ordination and weighted averaging. Freshwater Sci 33:995–1007
Kannel PR, Lee S, Kanel SR, Khan SP, Lee YS (2007) Spatial–temporal variation and comparative assessment of water qualities of urban river system: a case study of the river Bagmati (Nepal). Environ Monit Assess 129:433–459
Karaouzas I, Dimitriou E, Lampou A, Colombari E (2015) Seasonal and spatial patterns of macroinvertebrate assemblages and environmental conditions in Mediterranean temporary ponds in Greece. Limnology 16:41–53
Kelly M (2001) Use of similarity measures for quality control of benthic diatom samples. Water Res 35:2784–2788
Kelly M (2013) Building capacity for ecological assessment using diatoms in UK rivers. J Ecol Rural Environ 36:89–94
Kelly M, Whitton B (1995) The trophic diatom index: a new index for monitoring eutrophication in rivers. J Appl Phycol 7:433–444
Kelly M, Cazaubon A, Coring E, Dell’Uomo A, Ector L, Goldsmith B, Guasch H, Hürlimann J, Jarlman A, Kawecka B (1998) Recommendations for the routine sampling of diatoms for water quality assessments in Europe. J Appl Phycol 10:215–224
Kilonzo F, Masese FO, Van Griensven A, Bauwens W, Obando J, Lens PN (2014) Spatial–temporal variability in water quality and macro-invertebrate assemblages in the Upper Mara River basin, Kenya. Phys Chem Earth Pt A/B/C 67:93–104
Kosnicki E, Sefick SA, Paller MH, Jarrell MS, Prusha BA, Sterrett SC, Tuberville TD, Feminella JW (2014) Defining the reference condition for wadeable streams in the sand hills subdivision of the Southeastern Plains ecoregion, USA. Environ Manage 54:494–504
Köster D, Huebener T (2001) Application of diatom indices in a planted ditch constructed for tertiary sewage treatment in Schwaan, Germany. Int Rev Hydrobiol 86:241–252
Krammer K, Lange-Bertalot H (1986) Bacillariophyceae, vol 1–4. Gustav Fischer Verlag, Stuttgart
Leland HV, Porter SD (2000) Distribution of benthic algae in the upper Illinois River basin in relation to geology and land use. Freshwater Biol 44:279–301
Leunda PM, Oscoz J, Miranda R, Ariño AH (2009) Longitudinal and seasonal variation of the benthic macroinvertebrate community and biotic indices in an undisturbed Pyrenean river. Ecol Indic 9:52–63
Lewin I, Czerniawska-Kusza I, Szoszkiewicz K, Ławniczak AE, Jusik S (2013) Biological indices applied to benthic macroinvertebrates at reference conditions of mountain streams in two ecoregions (Poland, the Slovak Republic). Hydrobiologia 709:183–200
Lobo EA, Katoh K, Aruga Y (1995) Response of epilithic diatom assemblages to water pollution in rivers in the Tokyo Metropolitan area, Japan. Freshwater Biol 34:191–204
Lydy MJ, Crawford C, Frey J (2000) A comparison of selected diversity, similarity, and biotic indices for detecting changes in benthic-invertebrate community structure and stream quality. Arch Environ Contam Toxicol 39:469–479
Ma B, Xie C, Huo B, Yang X (2014) Feeding habits of Schizothorax oconnori Lloyd, 1908 in the Yarlung Zangbo River. Tibet. J Appl Ichthyol 30:286–293
Malmqvist B, Rundle S (2002) Threats to the running water ecosystems of the world. Environ Conserv 29:134–153
Marzin A, Archaimbault V, Belliard J, Chauvin C, Delmas F, Pont D (2012) Ecological assessment of running waters: do macrophytes, macroinvertebrates, diatoms and fish show similar responses to human pressures? Ecol indic 23:56–65
McCune B, Mefford MJ (1999) PC-ORD: multivariate analysis of ecological data. MjM software design
Milligan MR (1997) Identification manual of the aquatic oligochaeta of Florida. Department of Environmental Protection, Florida
Miserendino ML (2009) Effects of flow regulation, basin characteristics and land-use on macroinvertebrate communities in a large arid Patagonian river. Biodivers Conserv 18:1921–1943
Moore J (1974) Benthic algae of southern Baffin Island. III. Epilithic and epiphytic communities. J Phycol 10:456–462
Morse JC, Bae YJ, Munkhjargal G, Sangpradub N, Tanida K, Vshivkova TS, Wang B, Yang L, Yule CM (2007) Freshwater biomonitoring with macroinvertebrates in East Asia. Front Ecol Environ 5:33–42
Namin JI, Sharifinia M, Makrani AB (2013a) Assessment of fish farm effluents on macroinvertebrates based on biological indices in Tajan River (north Iran). Caspian J Env Sci 11:29–39
Namin JI, Sharifinia M, Ramezanpour Z (2013b) Biodiversity of diatom population in the Masouleh stream, Guilan, Iran (in Persian). Ir J Taxon Biosystem 15:37–48
Nazarhaghighi F, Timm T, Nadoushan RM, Shabanipour N, Fatemi MR, Moradi AM (2014) Oligochaetes (Annelida, Clitellata) in the Anzali International Wetland, north-western Iran. Est J Ecol 63(3):130–144
Ndiritu GG, Gichuki NN, Triest L (2006) Distribution of epilithic diatoms in response to environmental conditions in an urban tropical stream, Central Kenya. Biodivers Conserv 15:3267–3293
O’Driscoll C, de Eyto E, Rodgers M, O’Connor M, Kelly M, Xiao L (2014) Spatial and seasonal variation of peatland-fed riverine macroinvertebrate and benthic diatom assemblages and implications for assessment: a case study from Ireland. Hydrobiologia 728:67–87
Økland RH (1999) On the variation explained by ordination and constrained ordination axes. J Veg Sci 10:131–136
Pace G, Della Bella V, Barile M, Andreani P, Mancini L, Belfiore C (2012) A comparison of macroinvertebrate and diatom responses to anthropogenic stress in small sized volcanic siliceous streams of Central Italy (Mediterranean Ecoregion). Ecol Indic 23:544–554
Pan BZ, Wang ZY, Li ZW, Lu YJ, Yang WJ, Li YP (2013) Macroinvertebrate assemblages in relation to environments in the West River, with implications for management of rivers affected by channel regulation projects. Quat Int. doi:10.1016/j.quaint.2013.08.012
Perkins DM, Reiss J, Yvon-Durocher G, Woodward G (2010) Global change and food webs in running waters. Hydrobiologia 657:181–198
Pescador ML, Rasmussen AK, Harris SC (2004) Identification manual for the caddisfly (Trichoptera) larvae of Florida. Department of Environmental Protection, Florida
Pielou E (1966) The measurement of diversity in different types of biological collections. J Theor Biol 13:131–144
Ponader KC, Charles DF, Belton TJ (2007) Diatom-based TP and TN inference models and indices for monitoring nutrient enrichment of New Jersey streams. Ecol Indic 7:79–93
Potapova MG, Charles DF (2002) Benthic diatoms in USA rivers: distributions along spatial and environmental gradients. J Biogeogr 29:167–187
Potapova M, Charles D, Ponader K, Winter D (2004) Quantifying species indicator values for trophic diatom indices: a comparison of approaches. Hydrobiologia 517:25–41
Richardson DC, Oleksy IA, Hoellein TJ, Arscott DB, Gibson CA, Root SM (2014) Habitat characteristics, temporal variability, and macroinvertebrate communities associated with a mat-forming nuisance diatom (Didymosphenia geminata) in Catskill mountain streams, New York. Aquat Sci 76:553–564
Sánchez-Montoya M, Vidal-Abarca M, Puntí T, Poquet J, Prat N, Rieradevall M, Alba-Tercedor J, Zamora-Muñoz C, Toro M, Robles S (2009) Defining criteria to select reference sites in Mediterranean streams. Hydrobiologia 619:39–54
Shakir A, Chaudhry AS, Qazi JI (2013) Impact of anthropogenic activities on physico-chemical parameters of water and mineral uptake in Catla catla from river Ravi, Pakistan. Environ Monit Assess 185:2833–2842
Shannon CE, Weaver W (2002) The mathematical theory of communication. University of Illinois Press, Champaign
Sharifinia M, Namin JI, Makrani AB (2012a) Ecological assessment of the Tajan river using feeding groups of benthic macroinvertebrates and biotic indices (in Persian). Ir J Appl Ecol 1:80–95
Sharifinia M, Namin JI, Makrani AB (2012b) Benthic macroinvertebrate distribution in Tajan River using canonical correspondence analysis. Caspian J Env Sci 10:181–194
Shokri M, Rossaro B, Rahmani H (2014) Response of macroinvertebrate communities to anthropogenic pressures in Tajan River (Iran). Biologia 69:1395–1409
Smucker NJ, Vis ML (2011) Contributions of habitat sampling and alkalinity to diatom diversity and distributional patterns in streams: implications for conservation. Biodivers Conserv 20:643–661
Storey R, Quinn J (2011) Life histories and life history strategies of invertebrates inhabiting intermittent streams in Hawkeʼs Bay, New Zealand. New Zealand J Marine Freshwater Res 45:213–230
Szczepocka E, Szulc B (2009) The use of benthic diatoms in estimating water quality of variously polluted rivers. Oceanol Hydrobiol St 38:17–26
Szczepocka E, Szulc B, Szulc K, Rakowska B, Żelazna-Wieczorek J (2014) Diatom indices in the biological assessment of the water quality based on the example of a small lowland river. Oceanol Hydrobiol St 43:265–273
Taherizadeh M, Sharifinia M (2015) Applicability of ecological benthic health evaluation tools to three subtropical estuaries (Azini, Jask and Khalasi) from the Iranian coastal waters. Environ Earth Sci. doi: 10.1007/s12665-015-4385-8
Tan X, Ma P, Xia X, Zhang Q (2014a) Spatial pattern of benthic diatoms and water quality assessment using diatom indices in a subtropical river, China. CLEAN Soil Air Water 42:20–28
Tan X, Xia X, Zhao Q, Zhang Q (2014b) Temporal variations of benthic diatom community and its main influencing factors in a subtropical river, China. Environ Sci Pollut R 21:434–444
Ter Braak CJ (1986) Canonical correspondence analysis: a new eigenvector technique for multivariate direct gradient analysis. Ecology 67:1167–1179
Timm T (1999) A guide to Estonian Annelida. Estonian Academy Publishers, Tallinn
Torrisi M, Scuri S, Dell’Uomo A, Cocchioni M (2010) Comparative monitoring by means of diatoms, macroinvertebrates and chemical parameters of an Apennine watercourse of central Italy: the river Tenna. Ecol Indic 10:910–913
USEPA (2009) National primary drinking water regulations. United States Environmental Protection Agency, Washington (EPA-816/F-09/004)
Van Dam H, Mertens A, Sinkeldam J (1994) A coded checklist and ecological indicator values of freshwater diatoms from the Netherlands. Neth J Aquat Ecol 28:117–133
Varnosfaderany MN, Ebrahimi E, Mirghaffary N, Safyanian A (2010) Biological assessment of the Zayandeh Rud River, Iran, using benthic macroinvertebrates. Limnologica 40:226–232
Vidal-Abarca MR, Sánchez-Montoya MM, Guerrero C, Gómez R, Arce MI, García-García V, Suárez ML (2013) Effects of intermittent stream flow on macroinvertebrate community composition and biological traits in a naturally saline Mediterranean stream. J Arid Environ 99:28–40
Washington H (1984) Diversity, biotic and similarity indices: a review with special relevance to aquatic ecosystems. Water Res 18:653–694
Whittier TR, Stoddard JL, Larsen DP, Herlihy AT (2007) Selecting reference sites for stream biological assessments: best professional judgment or objective criteria. J N Am Benthol Soc 26:349–360
Yang H, Shen Z, Zhang J, Wang W (2007) Water quality characteristics along the course of the Huangpu River (China). J Environ Sci 19:1193–1198
Yoshimura C, Tockner K, Omura T, Moog O (2006) Species diversity and functional assessment of macroinvertebrate communities in Austrian rivers. Limnology 7:63–74
Acknowledgments
We thank our colleagues at the University of Guilan for their assistance with the water chemistry analyses and sampling and processing of the benthic macroinvertebrates. Special thanks to Mohammad Hossein Farhoudi and Amin Bozorgi Makrani for their cooperation and technical advice during this project. We greatly thank Mahdi Haghparast Radmard and Sadegh Ahmadi who assisted us throughout this study. We wish to thank the two anonymous reviewers and the editor for their valuable comments towards the improving this manuscript.
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Sharifinia, M., Mahmoudifard, A., Gholami, K. et al. Benthic diatom and macroinvertebrate assemblages, a key for evaluation of river health and pollution in the Shahrood River, Iran. Limnology 17, 95–109 (2016). https://doi.org/10.1007/s10201-015-0464-5
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DOI: https://doi.org/10.1007/s10201-015-0464-5