Abstract
Hydrologic regime changes of the Roanoke River basin under three different scenarios defined based on different periods of post-impact datasets have been studied. For evaluating the degree of hydrologic alterations, the traditional and improved range of variability approach (RVA) which incorporate periodicity [as an index of periodicity (IP)], trend [as an index of trend (IT)], and symmetry [as an index of symmetry (IS)] of the parameters has been used. Comparative analysis of the results obtained with traditional and improved RVA and that obtained with the histogram matching approach (HMA) has also been performed. The overall degree of hydrologic alteration obtained through traditional RVA for Scenarios-I, II, and III was 0.39, 0.42, and 0.40, respectively. The improved RVA method, when applied to the 32 IHA parameters, indicates that many IHA parameters exhibit a higher IP or IT or IS value compared to the corresponding value of the degree of hydrologic alteration (DR), which underscore the inadequacy of the traditional RVA in assessing the degree of alteration in the flow regime of the Roanoke River. Through principal component analysis, the most ecologically relevant hydrologic indicators for understanding eco-hydrology of Roanoke River have been identified, which include Julian date of maximum flow, monthly flow for July and September, and 90-day maximum flow. Analysis of results further reveals that the combination of improved RVA and HMA can better reveal changes in IHAs and provide a better tool for designing strategies to enhance further the ecosystem services available from a managed river system.
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References
Abdi H, Williams LJ (2010) Principal component analysis. Wiley Interdiscip Rev Comput Stat 2(4):433–459
Allan JD (1995) Stream ecology: structure and function of running waters. Chapman and Hall, New York
Alrajoula MT, Al Zayed IS, Elagib NA, Hamdi MR (2016) Hydrological, socio-economic and reservoir alterations of Er Roseires Dam in Sudan. Sci Total Environ 566:938–948
Anderson TW, Darling DA (1954) A test of goodness of fit. J Am Stat Assoc 49(268):765–769. https://doi.org/10.1080/01621459.1954.10501232
Angradi TR (1999) Fine sediment and macroinvertebrate assemblages in Appalachian streams: a field experiment with biomonitoring applications. J N Am Benthol Soc 18:49–66
Armanini DG, Demartini D, Chaumel AI, Linnansaari T, Monk WA, St-Hilaire A, Curry RA (2015) Environmental flows guidelines for resource Development in New Brunswick
Bai T, Ma PP, Kan YB, Huang Q (2017) Ecological risk assessment based on IHA-RVA in the lower Xiaolangdi reservoir under changed hydrological situation. In: IOP conference series: earth and environmental science, vol 100, no 1, IOP Publishing, p 012214
Bayley PB (1995) Understanding large river-floodplain ecosystems. Bioscience 45:153–158
Belmar O, Velasco J, Martínez-Capel F (2011) Hydrological classification of natural flow regimes to support environmental flow assessments in intensively regulated Mediterranean rivers, Segura River Basin (Spain). Environ Manag 47:992–1004
Black AR, Rowan JS, Duck RW, Bragg OM, Clelland BE (2005) DHRAM: a method for classifying river flow regime alterations for the EC water framework directive. Aquat Conserv 15:427–446
Boyles RP, Raman S (2003) Analysis of climate trends in North Carolina (1949–1998). Environ Int 29:263–265
Brockwell PJ, Davis RA (2002) Introduction to time series and forecasting. Springer, New York
Brooks AP, Brierley GJ (1997) Geomorphic responses of lower Bega River to catchment disturbance, 1851–1926. Geomorphology 18(3–4):291–304
Brouder MJ (2001) Effects of flooding on recruitment of roundtail chub, Gila robusta, in a Southwestern river. Southwest Nat 46(3):302
Callihan JL, Harris JE, Hightower JE (2015) Coastal migration and homing of Roanoke River striped bass. Mar Coast Fish 7(1):301–315
Carmichael JT, Haeseker SL, Hightower JE (1998) Spawning migration of telemetered striped bass in the Roanoke River, North Carolina. Trans Am Fish Soc 127(2):286–297
Chen W, Olden JD (2017) Designing flows to resolve human and environmental water needs in a dam-regulated river. Nat Commun 8(1):2158
Chen J, Wu G (1987) Water resources development in China. In: Alia M, Radosevich GE, Ali Khan A (eds) Water resources policy for Asia, Balkema, Boston, pp 51–60
Cheng J, Xu L, Wang X, Jiang J, You H (2018) Assessment of hydrologic alteration induced by the Three Gorges Dam in Dongting Lake, China. River Research and Applications
CSöRgő S, Faraway JJ (1996) The exact and asymptotic distributions of Cramér-von Mises statistics. J Roy Stat Soc Ser B (Methodological) 58(1):221–234
Cushman RM (1985) Review of ecological effects of rapidly varying flows downstream from hydroelectric facilities. N Am J Fish Manag 5(3A):330–339
Dahm CN, Cummins KW, Valett HM, Coleman RL (1995) An ecosystem view of the restoration of the Kissimmee River. Restor Ecol 3(3):225–238
Dai A, Trenberth KE, Qian T (2004) A global dataset of Palmer Drought Severity Index for 1870–2002: relationship with soil moisture and effects of surface warming. J Hydrometeorol 56:1117–1130
D’Agostino R, Pearson ES (1973) Tests for departure from normality. Empirical results for the distributions of b2 and √b1. Biometrika 60(3):613–622
Dudgeon D (2005) River rehabilitation for conservation of fish biodiversity in monsoonal Asia. Ecol Soc 10(2):20
Dynesius M, Nilsson C (1994) Fragmentation and flow regulation of river systems in the northern third of the world. Science 266:753–776
Facchinetti S (2009) A procedure to find exact critical values of Kolmogorov–Smirnov test. Ital J Appl Stat 21(3–4):337–359
Farge M (1992a) Wavelet transforms and their applications to turbulence. Annu Rev Fluid Mech 24:395–457
Farge M (1992b) Wavelet transforms and their applications to turbulence. Annu Rev Fluid Mech 24(1):395–458
Fernández JA, Martínez C, Magdaleno F (2012) Application of indicators of hydrologic alterations in the designation of heavily modified water bodies in Spain. Environ Sci Policy 16:31–43
Fraley JJ, McMullin SL, Graham PJ (1986) Effects of hydroelectric operations on the kokanee population in the Flathead River system, Montana. N Am J Fish Manag 6(4):560–568
Freeman MC, Bowen ZH, Bovee KD, Irwin ER (2001) Flow and habitat effects on juvenile fish abundance in natural and altered flow regimes. Ecol Appl 11(1):179–190
Gallenne JH (1940) Tropical disturbances of August 1940. Mon Weather Rev 68(8):217–218
Gao Y, Vogel RM, Kroll CN, Poff NL, Olden JD (2009) Development of representative indicators of hydrologic alteration. J Hydrol 374:136–147
Gao B, Yang D, Zhao T, Yang H (2012) Changes in the eco-flow metrics of the Upper Yangtze River from 1961 to 2008. J Hydrol 448:30–38
Ge J, Peng W, Huang W, Qu X, Singh SK (2018) Quantitative assessment of flow regime alteration using a revised range of variability methods. Water 10(5):597
Gierszewski PJ, Habel M, Szmańda J, Luc M (2020) Evaluating effects of dam operation on flow regimes and riverbed adaptation to those changes. Sci Total Environ 710:136202
Gore JA, Shields FD Jr (1995) Can large rivers be restored? Bioscience 45:142–158
Hassler WW, Hill NL, Brown JT (1981) The status and abundance of striped bass, Morone saxatilis, in the Roanoke River and Albemarle Sound, North Carolina, 1956–1980. North Carolina Department of Natural Resources and Community Development, Division of Marine Fisheries, Special Scientific Report, vol 38
Hochman ER (2004) Lower Roanoke River hydroperiods: altered hydrology and implications for forest health and species response (Doctoral dissertation, University of North Carolina at Chapel Hill)
Huang F, Xia Z, Li F, Wu T (2013) Assessing sediment regime alteration of the upper Yangtze River Environ. Earth Sci 70:2349–2357
Huang F, Li F, Zhang N, Chen Q, Qian B, Guo L, Xia Z (2017) A histogram comparison approach for assessing hydrologic regime alteration. River Res Appl 33:809–822. https://doi.org/10.1002/rra.3130
Hughes JB, Hightower JE (2015) Combining split-beam and dual-frequency identification sonars to estimate abundance of anadromous fishes in the Roanoke River, North Carolina. N Am J Fish Manag 35(2):229–240
Hupp CR, Pierce AR, Noe GB (2009) Floodplain geomorphic processes and environmental impacts of human alteration along coastal plain rivers, USA. Wetlands 29(2):413–429
Irwin S, O'halloran J., FitzGerald, R. D. (1999) Stocking density, growth and growth variation in juvenile turbot, Scophthalmus maximus (Rafinesque). Aquaculture 178(1–2):77–88
Jackson JE (1991) A user’s guide to principal components. Wiley
Jarque CM, Bera AK (1987) A test for normality of observations and regression residuals. Int Stat Rev 55(2):163–172. https://doi.org/10.2307/1403192
Johnson WC (1992) Dams and riparian forests: case study from the upper Missouri River. Rivers 3:229–242
Johnson WC (1994) Woodland expansions in the Platte River, Nebraska: patterns and causes. Ecol Monogr 64(1):45–84
Johnson BL, Richardson WB, Naimo TJ (1995a) Past, present, and future concepts in large river ecology. Bioscience 45:134–141
Johnson WC, Dixon MD, Simons R, Jenson S, Larson K (1995b) Mapping the response of riparian vegetation to possible flow reductions in the Snake River, Idaho. Geomorphology 13(1–4):159–173
Junk WJ, Bayley PB, Sparks RE (1989) The flood-pulse concept in river-floodplain systems. In: Dodge DP (ed) Proceedings of the international large river symposium (LARS), Canadian journal of fisheries and aquatic sciences special publication 106, NRC Research Press, Ottawa, pp 110–127
Kaiser HF (1960) The application of electronic computers to factor analysis. Educ Psychol Meas 20(1):141–151
Kim Z, Singh VP (2014) Assessment of environmental flow requirements by entropy-based multi-criteria decision. Water Resour Manag 28:459–474
Knight DB, Davis RE (2007) Climatology of tropical cyclone rainfall in the south-eastern United States. Phys Geogr 28(2):126–147
L’vovitch MI, White GF (1990) Use and transformation of terrestrial water systems. In: Turner BL (ed) The earth as transformed by human action. Cambridge University Press, London, pp 235–252
Legendre P, Legendre LF (2012) Numerical ecology. Elsevier, Amsterdam
Lilliefors HW (1967) On the Kolmogorov–Smirnov test for normality with mean and variance unknown. J Am Stat Assoc 62(318):399–402. https://doi.org/10.1080/01621459.1967.10482916
Lin K, Lv F, Chen L, Singh VP, Zhang Q, Chen X (2014) Xinanjiang model combined with curve number to simulate the effect of land use change on environmental flow. J Hydrol 519:3142–3152
Lin K, Lin Y, Liu P, He Y, Tu X (2016) Considering the order and symmetry to improve the traditional RVA for evaluation of hydrologic alteration of river systems. Water Resour Manag 30:5501–5516
Lytle DA, Merritt DM (2004) Hydrologic regimes and riparian forests: a structured population model for cottonwood. Ecology 85(9):2493–2503
Ma ZZ, Wang ZJ, Xia T, Gippel CJ, Speed R (2014) Hydrograph-based hydrologic alteration assessment and its application to the yellow river. J Environ Inform 23(1):1–13
Magilligan FJ, Nislow KH (2005) Changes in hydrologic regime by dams. Geomorphology 71(1–2):61–78
Marsaglia G, Tsang WW, Wang J (2003) Evaluating Kolmogorov’s distribution. J Stat Softw. https://doi.org/10.18637/jss.v008.i18
Middleton B (1999) Wetland restoration: flood pulsing and disturbance dynamics. Wiley, New York, p 388
Moog O (1993) Quantification of daily peak hydropower effects on aquatic fauna and management to minimize environmental effects. Regul Rivers 8:5–14
N.C. Department of Environment and Natural Resources (NCDENR) (2003) Discover North Carolina’s River Basins—Roanoke River Basin. Office of Environmental Education, Raleigh
Nilsson C, Jansson R (1995) Floristic differences between riparian corridors of regulated and free-flowing boreal rivers. Regul Rivers Res Manag 11(1):55–66
Nilsson C, Ekblad A, Gardfjell M, Carlberg B (1991) Long-term effects of river regulation on river margin vegetation. J Appl Ecol 28:963–987
Olden JD, Poff NL (2003) Redundancy and the choice of hydrologic indices for characterizing streamflow regimes. River Res Appl 19:101–121. https://doi.org/10.1002/rra.700
Öner M, Deveci Kocakoç İ (2017) Jmasm 49: a compilation of some popular goodness of fit tests for normal distribution: their algorithms and Matlab codes (Matlab). J Mod Appl Stat Methods 16(2):30
Papadaki C, Soulis K, Muñoz-Mas R, Martinez-Capel F, Zogaris S, Ntoanidis L, Dimitriou E (2016) Potential impacts of climate change on flow regime and fish habitat in mountain rivers of the south-western Balkans. Sci Total Environ 540:418–428
Park SY, Sur C, Lee JH, Kim JS (2020) Ecological drought monitoring through fish habitat-based flow assessment in the Gam river basin of Korea. Ecol Ind 109:105830
Pearsall SH III, McCrodden BJ, Townsend PA (2005) Adaptive management of flows in the Lower Roanoke River, North Carolina, USA. Environ Manage 35:353–367
Pegg MA, Pierce CL, Roy A (2003) Hydrological alteration along the Missouri River basin: a time series approach. Aquat Sci 65(1):63–72
Poff NL, Zimmerman JK (2010) Ecological responses to altered flow regimes: a literature review to inform the science and management of environmental flows. Freshw Biol 55(1):194–205
Poff NL, Allan JD, Bain MB, Karr JR, Prestegaard KL, Richter BD, Sparks RE, Stromberg JC (1997) The natural flow regime. Bioscience 47:769–784. https://doi.org/10.2307/1313099
Postel S (1995) Where have all the rivers gone? World Watch 8:9–19
Pringle CM (2000) Threats to U.S. public lands from cumulative hydrologic alterations outside of their boundaries. Ecol Appl 10(4):971–989
Propst DL, Gido KB (2004) Responses of native and nonnative fishes to natural flow regime mimicry in the San Juan River. Trans Am Fish Soc 133(4):922–931
Reily PW, Johnson WC (1982) The effects of altered hydrologic regime on tree growth along the Missouri River in North Dakota. Can J Bot 60(11):2410–2423
Richards C, Bacon KL (1994) Influence of fine sediment on macroinvertebrate colonization of surface and hyporheic stream substrates. Great Basin Nat 106:106–113
Richter BD, Thomas GA (2007) Restoring environmental flows by modifying dam operations. Ecol Soc 12(1)
Richter BD, Baumgartner JV, Powell J, Braun DP (1996) A method for assessing hydrologic alteration within ecosystems. Conserv Biol 10:1163–1174. https://doi.org/10.1046/j.1523-1739.1996.10041163.x
Richter BD, Baumgartner JV, Wigington R, Braun DP (1997) How much water does a river need? Freshw Biol 37:231–249. https://doi.org/10.1046/j.1365-2427.1997.00153.x
Richter BD, Baumgartner JV, Braun DP, Powell J (1998) A spatial assessment of hydrologic alteration within a river network. Regul Rivers Res Manag 14(4):329–340
Richter BD, Warner AT, Meyer JL, Kim L (2006) A collaborative and adaptive process for developing environmental flow recommendations. River Res Appl 22(3):297–318
Rulifson R (1990) Abundance and viability of Striped Bass eggs spawned in Roanoke River, North Carolina, in 1989, East Carolina University
Rulifson RA, Manooch CS III (1990) Recruitment of juvenile striped bass in the Roanoke River, North Carolina, as related to reservoir discharge. N Am J Fish Manag 10(4):397–407
Rutherford DA, Kelso WE, Bryan CF, Constant GC (1995) Influence of physicochemical characteristics on annual growth increments of four fishes from the lower Mississippi River. Trans Am Fish Soc 124(5):687–697
Shapiro SS, Francia RS (1972) An approximate analysis of variance test for normality. J Am Stat Assoc 67(337):215–216. https://doi.org/10.1080/01621459.1972.10481232
Shapiro SS, Wilk MB (1965) An analysis of variance test for normality (complete samples). Biometrika 52(3–4):591–611. https://doi.org/10.1093/biomet/52.3-4.591
Shiau J-T, Fu-Chun W (2008) A histogram matching approach for assessment of flow regime alteration: application to environmental flow optimization. River Res Appl 24(7):914–928
Shiau JT, Wu FC (2007) Pareto-optimal solutions for environmental flow schemes incorporating the intra-annual and interannual variability of the natural flow regime. Water Resour Res. https://doi.org/10.1029/2006WR005523
Song X, Zhuang Y, Wang X, Li E, Zhang Y, Lu X, Yang J, Liu X (2020) Analysis of hydrologic regime changes caused by dams in China. J Hydrol Eng 25(4):05020003
Sparks RE (1992) Risks of altering the hydrologic regime of large rivers. In: Cairns Jr J, Niedertehner BR, Orvos DR (eds) Predicting ecosystem risk: advances in modern environmental toxicology, vol XX, Princeton Scientific, pp 119–152
Sparks RE, Nelson JC, Yin Y (1998) Naturalization of the flood regime in regulated rivers. Bioscience 48:706–720
Stanford JA, Ward JV, Liss WJ, Frissell CA, Williams RN, Lichatowich JA, Coutant C (1996) A general protocol for restoration of regulated rivers. Regul Rivers Res Manag 12:391–413
Stefanidis K, Panagopoulos Y, Psomas A, Mimikou M (2016) Assessment of the natural flow regime in a Mediterranean river impacted from irrigated agriculture. Sci Total Environ 573:1492–1502
Stephens MA (1986) Tests based on EDF statistics. In: D’Agostino RB, Stephens MA (eds) Goodness-of-fit techniques. Marcel Dekker, New York, pp 97–194
Swanson S (2002) Indicators of hydrologic alteration. resource notes, vol 58
Tan X, Gan TY (2015) Contribution of human and climate change impacts to changes in streamflow of Canada. Sci Rep 5(1):1–10
Torrence C, Compo GP (1998) A practical guide to wavelet analysis. Bull Am Meteorol Soc 79:61–78
Townsend PA (2001) Relationships between vegetation patterns and hydroperiod on the Roanoke River floodplain, North Carolina. Plant Ecol 156(1):43–58
Vogel RM, Sieber J, Archfield SA, Smith MP, Apse CD, Huber-Lee A (2007) Relations among storage, yield, and instream flow. Water Resour Res 43:W05403
Walker KF, Sheldon F, Puckridge JT (1995) An ecological perspective on dryland rivers. Regul Rivers Res Manag 11:85–104
Waters TF (1995) Sediment in streams: sources, biological effects and control. In: American Fisheries Society Monograph, vol 7, The American Fisheries Society, Bethesda, Maryland, 251pp
Welcome RI (1979) The inland fisheries of Africa. CIFA Occasional Paper 7
Wildhaber ML, Lamberson PJ (2004) Importance of the habitat choice behavior assumed when modeling the effects of food and temperature on fish populations. Ecol Model 175(4):395–409
Wu W, Xu ZX, Liu XC (2012) Impact of Baojixia water diversion works on the hydrologic regime in the Wei River basin. Procedia Environ Sci 13:1653–1662
Xue L, Zhang H, Yang C, Zhang L, Sun C (2017) Quantitative assessment of hydrological alteration caused by irrigation projects in the Tarim River basin, China. Sci Rep 7(1):1–13
Yang YCE, Cai X, Herricks EE (2008) Identification of hydrologic indicators related to fish diversity and abundance: a data mining approach for fish community analysis. Water Resour Res 44:W04412. https://doi.org/10.1029/2006WR005764
Yang ZF, Yan Y, Liu Q (2012) Assessment of the flow regime alterations in the lower Yellow River, China. Ecol Inform 10:56–64
Yang P, Yin XA, Yang ZF, Tang J (2014) A revised range of variability approach considering the periodicity of hydrological indicators. Hydrol Process 28:6222–6235
Yang T, Cui T, Xu CY, Ciais P, Shi P (2017) Development of a new IHA method for impact assessment of climate change on flow regime. Glob Planet Change 156:68–79
Yin XA, Yang ZF, Petts GE (2015) A new method to assess the flow regime alterations in riverine ecosystems. River Res Appl 31(4):497–504
Yin B, Guan D, Zhou L, Zhou J, He X (2020) Sensitivity assessment and simulation of water resource security in karst areas within the context of hydroclimatic change. J Clean Prod. https://doi.org/10.1016/j.jclepro.2020.120994
Yu C, Yang Z (2016) A revised range of variability approach for the comprehensive assessment of the alteration of flow regime. Ecol Eng 96:200–207
Yuqin G, Pandey KP, Huang X, Suwal N, Bhattarai KP (2019) Estimation of hydrologic alteration in Kaligandaki River using representative hydrologic indices. Water 11(4):688
Zeilhofer P, de Moura RM (2009) Hydrological changes in the northern Pantanal caused by the Manso dam: impact analysis and suggestions for mitigation. Ecol Eng 35(1):105–117
Zeiringer B, Seliger C, Greimel F, Schmutz S (2018) River hydrology, flow alteration, and environmental flow. In: Riverine ecosystem management, Springer, Cham, pp 67–89
Zhang Q, Xu CY, Chen YD (2009) Abrupt behaviours of the streamflow of the Pearl River basin and implications for hydrological alterations across the Pearl River Delta, China. J Hydrol 377:274–283
Zhang Q, Chen YD, Jiang T, Chen X, Liu Z (2011) Human-induced regulations of river channels and implications for hydrological alterations in the Pearl River Delta, China. Stoch Environ Res Risk Assess Stoch 25:1001–1011
Zhang Q, Gu X, Singh VP, Chen X (2015) Evaluation of ecological instream flow using multiple ecological indicators with consideration of hydrological alterations. J Hydrol 529:711–722
Zhao Q, Liu S, Deng L, Dong S, Yang Z, Yang J (2012) Landscape change and hydrologic alteration associated with dam construction. Int J Appl Earth Observ Geoinf 16:17–26
Zuo QINGTING, Liang SHIKUI (2015) Effects of dams on river flow regime based on IHA/RVA. Int Assoc Hydrol Sci Publications 368:275–280
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No specific grant was received from any funding agencies belonging to commercial, public, or not-for-profits sectors for this research. However, authors are very thankful to the Indian Institute of Technology Roorkee, India, for providing the necessary resources to conduct this research and the Ministry of Human Resources, Govt. of India, for supporting the first author through Senior Research Fellowship.
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Singh, R.K., Jain, M.K. Reappraisal of hydrologic alterations in the Roanoke River basin using extended data and improved RVA method. Int. J. Environ. Sci. Technol. 18, 417–440 (2021). https://doi.org/10.1007/s13762-020-02817-7
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DOI: https://doi.org/10.1007/s13762-020-02817-7