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Volumn 2, Issue 11, 2004, Pages 342-355

A neuro-fuzzy modeling tool to estimate fluvial nutrient loads in watersheds under time-varying human impact

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EID: 23044512802     PISSN: None     EISSN: 15415856     Source Type: Journal    
DOI: 10.4319/lom.2004.2.342     Document Type: Article
Times cited : (45)

References (63)
  • 1
    • 0034677534 scopus 로고    scopus 로고
    • Effect of stream channel size on the delivery of nitrogen to the Gulf of Mexico
    • Alexander, R. B., R. A. Smith, and G. E. Schwarz. 2000. Effect of stream channel size on the delivery of nitrogen to the Gulf of Mexico. Nature 403:758-761.
    • (2000) Nature , vol.403 , pp. 758-761
    • Alexander, R.B.1    Smith, R.A.2    Schwarz, G.E.3
  • 2
    • 0027338731 scopus 로고
    • Separation of point and diffuse loads of pollutants using monitoring data of rivers
    • Behrendt H. 1993. Separation of point and diffuse loads of pollutants using monitoring data of rivers. Water Sci. Technol. 23(3-5):165-167.
    • (1993) Water Sci. Technol , vol.23 , Issue.3-5 , pp. 165-167
    • Behrendt, H.1
  • 3
    • 0036922574 scopus 로고    scopus 로고
    • Variability of DOC and nitrate responses to storms in a small Mediterranean forested catchment
    • Bernal, S., A. Butturini, and F. Sabater. 2002. Variability of DOC and nitrate responses to storms in a small Mediterranean forested catchment. Hydrol. Earth Systems Sci. 6: 1031-1041.
    • (2002) Hydrol. Earth Systems Sci , vol.6 , pp. 1031-1041
    • Bernal, S.1    Butturini, A.2    Sabater, F.3
  • 4
    • 0032081007 scopus 로고    scopus 로고
    • A fuzzy approach for modelling knowledge in environmental systems evaluation
    • Borri, D., G. Concilio, and E. Conte. 1998. A fuzzy approach for modelling knowledge in environmental systems evaluation. Comput. Environ. Urban Systems 22:299-313.
    • (1998) Comput. Environ. Urban Systems , vol.22 , pp. 299-313
    • Borri, D.1    Concilio, G.2    Conte, E.3
  • 5
    • 0035001132 scopus 로고    scopus 로고
    • Use of fuzzy method to estimate river nutrient loads from scarce observation
    • Buzás, K. 2001. Use of fuzzy method to estimate river nutrient loads from scarce observation. Water Sci. Technol. 43:257-264.
    • (2001) Water Sci. Technol , vol.43 , pp. 257-264
    • Buzás, K.1
  • 6
    • 0003842960 scopus 로고    scopus 로고
    • National Science and Technology Council Committee on Environment and Natural Resources
    • Committee on Environment and Natural Resources. 2000. Integrated assessment of hypoxia in the northern Gulf of Mexico. National Science and Technology Council Committee on Environment and Natural Resources.
    • (2000) Integrated assessment of hypoxia in the northern Gulf of Mexico
  • 7
    • 0025620738 scopus 로고
    • Statistical characteristics of some estimators of sediment and nutrient loadings
    • Clarke, R. T. 1990. Statistical characteristics of some estimators of sediment and nutrient loadings. Water Resourc. Res. 26: 2229-2233.
    • (1990) Water Resourc. Res , vol.26 , pp. 2229-2233
    • Clarke, R.T.1
  • 8
    • 0034999052 scopus 로고    scopus 로고
    • Improving uncertain nutrient load estimates for Lake Balaton
    • Clement, A. 2001. Improving uncertain nutrient load estimates for Lake Balaton. Water Sci. Technol. 43:279-286.
    • (2001) Water Sci. Technol , vol.43 , pp. 279-286
    • Clement, A.1
  • 11
    • 0027063423 scopus 로고
    • The validity of a simple statistical model for estimating fluvial constituent loads: An empirical study involving loads entering Chesapeake Bay
    • Cochran, W. G., D. L. Caulder, E. J. Gilroy, L. D. Zynjuk, and R. M. Summers. 1992. The validity of a simple statistical model for estimating fluvial constituent loads: An empirical study involving loads entering Chesapeake Bay. Water Resourc. Res. 28:2353-2363.
    • (1992) Water Resourc. Res , vol.28 , pp. 2353-2363
    • Cochran, W.G.1    Caulder, D.L.2    Gilroy, E.J.3    Zynjuk, L.D.4    Summers, R.M.5
  • 12
    • 16444379831 scopus 로고
    • Recent advances in statistical methods for the estimation of sediment and nutrient transport in rivers
    • Cochran, W. G., 1995. Recent advances in statistical methods for the estimation of sediment and nutrient transport in rivers. Rev Geophysics, Supplement July 1995:1117-1123.
    • (1995) Rev Geophysics, Supplement July , vol.1995 , pp. 1117-1123
    • Cochran, W.G.1
  • 14
    • 0019653764 scopus 로고
    • Evaluation of river load estimation methods for total phosphorus
    • Dolan, D. M., A. K. Yui, and D. R. Geist. 1981. Evaluation of river load estimation methods for total phosphorus. J. Great Lakes Res. 7:207-214.
    • (1981) J. Great Lakes Res , vol.7 , pp. 207-214
    • Dolan, D.M.1    Yui, A.K.2    Geist, D.R.3
  • 15
    • 0031214594 scopus 로고    scopus 로고
    • Identification of organic pollutants in Ter river and its system of reservoirs supplying water to Barcelona (Catalonia, Spain): A study by GC/MS and FAB/MS
    • Espadaler, I., J. Caixach, J. Om, F. Ventura, M. Cortina, F. Pauné, and J. Rivera. 1997. Identification of organic pollutants in Ter river and its system of reservoirs supplying water to Barcelona (Catalonia, Spain): A study by GC/MS and FAB/MS. Water Res. 31:1996-2004.
    • (1997) Water Res , vol.31 , pp. 1996-2004
    • Espadaler, I.1    Caixach, J.2    Om, J.3    Ventura, F.4    Cortina, M.5    Pauné, F.6    Rivera, J.7
  • 16
    • 0022554291 scopus 로고
    • River loads underestimated by rating curves
    • Ferguson, R. I. 1986. River loads underestimated by rating curves. Water Resourc. Res. 22:74-76.
    • (1986) Water Resourc. Res , vol.22 , pp. 74-76
    • Ferguson, R.I.1
  • 17
    • 0023084811 scopus 로고
    • Accuracy and precision of methods for estimating river loads
    • Ferguson, R. I. 1987. Accuracy and precision of methods for estimating river loads. Earth Surface Proc. Landforms 12:95-104.
    • (1987) Earth Surface Proc. Landforms , vol.12 , pp. 95-104
    • Ferguson, R.I.1
  • 18
    • 0025572045 scopus 로고
    • Mean square error of regression-based constituent transport estimates
    • Gilroy, E. J., R. M. Hirsch, and T. A. Cohn. 1990. Mean square error of regression-based constituent transport estimates. Water Resourc. Res. 26:2069-2077.
    • (1990) Water Resourc. Res , vol.26 , pp. 2069-2077
    • Gilroy, E.J.1    Hirsch, R.M.2    Cohn, T.A.3
  • 19
    • 0004024659 scopus 로고    scopus 로고
    • Topic 3. Report for the Integrated Assessment on hypoxia in the Gulf of Mexico. NOAA Coastal Ocean Program. Decision Analysis Series No. 17. NOAA Coastal Ocean Program
    • Goolsby, D. A., and others. 1999. Flux and sources of nutrients in the Mississippi-Atchafalaya river basin. Topic 3. Report for the Integrated Assessment on hypoxia in the Gulf of Mexico. NOAA Coastal Ocean Program. Decision Analysis Series No. 17. NOAA Coastal Ocean Program.
    • (1999) Flux and sources of nutrients in the Mississippi-Atchafalaya river basin
    • Goolsby, D.A.1
  • 20
    • 0035334877 scopus 로고    scopus 로고
    • Long-term changes in concentrations and flux of nitrogen in the Mississippi River Basin, USA
    • Goolsby, D. A., and W. A. Battaglin. 2001. Long-term changes in concentrations and flux of nitrogen in the Mississippi River Basin, USA. Hydrologic. Proc. 15:1209-1226.
    • (2001) Hydrologic. Proc , vol.15 , pp. 1209-1226
    • Goolsby, D.A.1    Battaglin, W.A.2
  • 22
    • 0009450234 scopus 로고    scopus 로고
    • Farming in the public interest
    • Worldwatch Institute [ed.],. W.W. Norton & Company
    • Halweil, B. 2002. Farming in the public interest. In Worldwatch Institute [ed.], State of the World 2002. W.W. Norton & Company.
    • (2002) State of the World 2002
    • Halweil, B.1
  • 23
    • 0242576077 scopus 로고
    • Changes of water quality and sediment phosphorus of a small productive lake following decreased phosphorus loading
    • Sutcliffe, D. W. and J. G. Jones [eds.]. Freshwater Biological Association
    • Heaney, S. I., J. E. Corry, and J. P. Lishman. 1992. Changes of water quality and sediment phosphorus of a small productive lake following decreased phosphorus loading. In Sutcliffe, D. W. and J. G. Jones [eds.], Eutrophication: research and application to water supply. Freshwater Biological Association.
    • (1992) Eutrophication: research and application to water supply
    • Heaney, S.I.1    Corry, J.E.2    Lishman, J.P.3
  • 24
    • 84978575520 scopus 로고
    • Time series analysis in perspective
    • Hipel, K. W. 1985. Time series analysis in perspective. Water Resourc. Bull. 21:609-624.
    • (1985) Water Resourc. Bull , vol.21 , pp. 609-624
    • Hipel, K.W.1
  • 26
    • 0029273384 scopus 로고
    • Neuro-fuzzy modeling and control
    • Jang, J. R. and C. Sun. 1995. Neuro-fuzzy modeling and control. Proc. IEEE 83:378-406.
    • (1995) Proc. IEEE , vol.83 , pp. 378-406
    • Jang, J.R.1    Sun, C.2
  • 27
    • 0035334804 scopus 로고    scopus 로고
    • Influence of reservoirs on solute transport: a regional-scale approach
    • Kelly, V. J. 2001. Influence of reservoirs on solute transport: a regional-scale approach. Hydrolog. Proc. 15:1227-1249.
    • (2001) Hydrolog. Proc , vol.15 , pp. 1227-1249
    • Kelly, V.J.1
  • 29
    • 0030428001 scopus 로고    scopus 로고
    • Application of neural networks to modelling nonlinear relationships in ecology
    • Lek, S., M. Delacoste, P. Baran, I. Dimopoulos, J. Lauga, and S. Aulanier. 1996. Application of neural networks to modelling nonlinear relationships in ecology. Ecol. Model. 90: 39-52.
    • (1996) Ecol. Model , vol.90 , pp. 39-52
    • Lek, S.1    Delacoste, M.2    Baran, P.3    Dimopoulos, I.4    Lauga, J.5    Aulanier, S.6
  • 30
    • 0344604541 scopus 로고    scopus 로고
    • Artificial neural networks as a tool in ecological modelling, an introduction
    • Lek, S., and J. F. Guégan. 1999. Artificial neural networks as a tool in ecological modelling, an introduction. Ecol. Model. 120:65-73.
    • (1999) Ecol. Model , vol.120 , pp. 65-73
    • Lek, S.1    Guégan, J.F.2
  • 31
    • 0002313783 scopus 로고    scopus 로고
    • Estimating the contribution from agriculture to the phosphorus load in surface water
    • H. Tunney, O. T. Carton, P. C. Brookes, and A. E. Johnston [eds.]. CAB International
    • Lennox, S. D., R. H. Foy, R. V. Smith, and C. Jordan. 1997. Estimating the contribution from agriculture to the phosphorus load in surface water. In H. Tunney, O. T. Carton, P. C. Brookes, and A. E. Johnston [eds.], Phosphorus loss from soil to water. CAB International.
    • (1997) Phosphorus loss from soil to water
    • Lennox, S.D.1    Foy, R.H.2    Smith, R.V.3    Jordan, C.4
  • 32
    • 0004846746 scopus 로고
    • Variance of the MVUE for lognormal variance
    • Likes, J. 1980. Variance of the MVUE for lognormal variance. Technometrics 22:253-258.
    • (1980) Technometrics , vol.22 , pp. 253-258
    • Likes, J.1
  • 33
    • 0033957764 scopus 로고    scopus 로고
    • Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications
    • Maier, H. R., and G. C. Dandy. 2000. Neural networks for the prediction and forecasting of water resources variables: a review of modelling issues and applications. Environ. Model Software 15:101-124.
    • (2000) Environ. Model Software , vol.15 , pp. 101-124
    • Maier, H.R.1    Dandy, G.C.2
  • 35
    • 0034664229 scopus 로고    scopus 로고
    • Comparison of statistical methods for estimation of nutrient load to surface reservoirs for sparse data set: Application with a modified model for phosphorus availability
    • Muckhopadhyay, B., and E. H. Smith. 2000. Comparison of statistical methods for estimation of nutrient load to surface reservoirs for sparse data set: Application with a modified model for phosphorus availability. Water Res. 34: 3258-3268.
    • (2000) Water Res , vol.34 , pp. 3258-3268
    • Muckhopadhyay, B.1    Smith, E.H.2
  • 36
    • 24944514887 scopus 로고    scopus 로고
    • Water quality trends and geochemical mass balance. Advances in hydrological processes
    • Wiley
    • Peters, N. E., O. P. Bricker, and M. M. Kennedy (eds.) 1997. Water quality trends and geochemical mass balance. Advances in hydrological processes. Wiley.
    • (1997)
    • Peters, N.E.1    Bricker, O.P.2    Kennedy, M.M.3
  • 37
    • 0032812181 scopus 로고    scopus 로고
    • Estimating the suspended sediment loads of rivers in the LOIS study area using infrequent samples
    • Phillips, J. M., B. W. Webb, D. E. Walling, and G. J. L. Leeks. 1999. Estimating the suspended sediment loads of rivers in the LOIS study area using infrequent samples. Hydrolog. Proc. 13:1035-1050.
    • (1999) Hydrolog. Proc , vol.13 , pp. 1035-1050
    • Phillips, J.M.1    Webb, B.W.2    Walling, D.E.3    Leeks, G.J.L.4
  • 38
    • 0024794553 scopus 로고
    • An evaluation of methods for the estimation of tributary mass loads
    • Preston, S. D., V. J. Bierman, and S. E. Silliman. 1989. An evaluation of methods for the estimation of tributary mass loads. Water Resourc. Res. 25:1379-1389.
    • (1989) Water Resourc. Res , vol.25 , pp. 1379-1389
    • Preston, S.D.1    Bierman, V.J.2    Silliman, S.E.3
  • 41
    • 0032879611 scopus 로고    scopus 로고
    • Modeling excessive nutrient loading in the environment
    • Reckhow, K. H., and S. C. Chapra. 1999. Modeling excessive nutrient loading in the environment. Environ. Pollut. 100:197-207.
    • (1999) Environ. Pollut , vol.100 , pp. 197-207
    • Reckhow, K.H.1    Chapra, S.C.2
  • 42
    • 0002785421 scopus 로고
    • Eutrophication and management of planktonic algae: what Vollenweider couldn't tell us?
    • D. W. Sutcliffe and J. G. Jones [eds.],. Freshwater Biological Association
    • Reynolds, C. S. 1992. Eutrophication and management of planktonic algae: what Vollenweider couldn't tell us? In D. W. Sutcliffe and J. G. Jones [eds.], Eutrophication: research and application to water supply. Freshwater Biological Association.
    • (1992) Eutrophication: research and application to water supply
    • Reynolds, C.S.1
  • 43
    • 0023525283 scopus 로고
    • Monte Carlo studies of sampling strategies for estimating tributary loads
    • Richards, R. P., and J. Holloway. 1987. Monte Carlo studies of sampling strategies for estimating tributary loads. Water Resourc. Res. 23:1939-1948.
    • (1987) Water Resourc. Res , vol.23 , pp. 1939-1948
    • Richards, R.P.1    Holloway, J.2
  • 44
    • 0033237275 scopus 로고    scopus 로고
    • Influence of various water quality sampling strategies on load estimates for small streams
    • Robertson, D. M., and E. D. Roerish. 1999. Influence of various water quality sampling strategies on load estimates for small streams. Water Resourc. Res. 35:3747-3759.
    • (1999) Water Resourc. Res , vol.35 , pp. 3747-3759
    • Robertson, D.M.1    Roerish, E.D.2
  • 45
    • 0025386034 scopus 로고
    • Chemical characteristics of a Mediterranean river as influenced by land use in the watershed
    • Sabater, F., S. Sabater, and J. Armengol. 1990. Chemical characteristics of a Mediterranean river as influenced by land use in the watershed. Water Res. 24:143-155.
    • (1990) Water Res , vol.24 , pp. 143-155
    • Sabater, F.1    Sabater, S.2    Armengol, J.3
  • 46
    • 0002904583 scopus 로고
    • Physico-chemical disturbances associated with spatial and temporal variation in a Mediterranean river
    • Sabater, F., J. Armengol, and S. Sabater. 1991. Physico-chemical disturbances associated with spatial and temporal variation in a Mediterranean river. J. North Am. Benthol. Soc. 10:2-13.
    • (1991) J. North Am. Benthol. Soc , vol.10 , pp. 2-13
    • Sabater, F.1    Armengol, J.2    Sabater, S.3
  • 47
    • 0001565571 scopus 로고
    • The Ter: A Mediterranean river case-study in Spain
    • C.E. Cushing, K.W. Cummins, and G.W. Minshall [eds.]. Elsevier, Amsterdam
    • Sabater, F., H. Guasch, E. Martí, J. Armengol, and S. Sabater 1995. The Ter: A Mediterranean river case-study in Spain. In C.E. Cushing, K.W. Cummins, and G.W. Minshall [eds.], River and stream ecosystems. Elsevier, Amsterdam.
    • (1995) River and stream ecosystems
    • Sabater, F.1    Guasch, H.2    Martí, E.3    Armengol, J.4    Sabater, S.5
  • 49
    • 4243254111 scopus 로고    scopus 로고
    • Semiparametric approaches to flow normalization and source apportionment of substance transport in rivers
    • Stålnacke, P., and A. Grimvall. 2001. Semiparametric approaches to flow normalization and source apportionment of substance transport in rivers. Environmetrics 12: 233-250.
    • (2001) Environmetrics , vol.12 , pp. 233-250
    • Stålnacke, P.1    Grimvall, A.2
  • 50
    • 6544221723 scopus 로고    scopus 로고
    • Estimation of riverine loads of nitrogen and phosphorus to the Baltic Sea, 1970-1993
    • Stålnacke, P., A. Grimvall, K. Sundblad, and A. Tonderski. 1999. Estimation of riverine loads of nitrogen and phosphorus to the Baltic Sea, 1970-1993. Environ. Monitor. Assess. 58:173-200.
    • (1999) Environ. Monitor. Assess , vol.58 , pp. 173-200
    • Stålnacke, P.1    Grimvall, A.2    Sundblad, K.3    Tonderski, A.4
  • 51
    • 0018124978 scopus 로고
    • Comparison of two regression lines over a finite interval
    • Tsutakawa, R. K., and J. E. Hewett 1978. Comparison of two regression lines over a finite interval. Biometrics 34: 391-398.
    • (1978) Biometrics , vol.34 , pp. 391-398
    • Tsutakawa, R.K.1    Hewett, J.E.2
  • 53
    • 0022136566 scopus 로고
    • Periodic autoregressive-moving average (PARMA) modeling with applications to water resources
    • Vecchia, A. V. 1985. Periodic autoregressive-moving average (PARMA) modeling with applications to water resources. Water Resourc. Bull. 21:721-730.
    • (1985) Water Resourc. Bull , vol.21 , pp. 721-730
    • Vecchia, A.V.1
  • 54
    • 0001602467 scopus 로고
    • The eutrophication process in Sau Reservoir (NE Spain): A long-term study
    • Vidal, A., and J. Om. 1993. The eutrophication process in Sau Reservoir (NE Spain): A long-term study. Verh. Internat. Verein. Limnol. 25:1247-1256.
    • (1993) Verh. Internat. Verein. Limnol , vol.25 , pp. 1247-1256
    • Vidal, A.1    Om, J.2
  • 57
    • 0026051050 scopus 로고
    • Importance of continental margins in the marine biogeochemical cycling of carbon and nitrogen
    • Walsh, J. J. 1991. Importance of continental margins in the marine biogeochemical cycling of carbon and nitrogen. Nature 350:53-55.
    • (1991) Nature , vol.350 , pp. 53-55
    • Walsh, J.J.1
  • 59
    • 0030620017 scopus 로고    scopus 로고
    • Load estimation methodologies for British rivers and their relevance to the LOIS RACS(R) programme
    • Webb, B. W., J. M. Phillips, D. E. Walling, I.G. Littlewood, C. D. Watts, and G. J. L. Leeks. 1997. Load estimation methodologies for British rivers and their relevance to the LOIS RACS(R) programme. Sci. Total Environ. 194-195: 379-389.
    • (1997) Sci. Total Environ , vol.194-195 , pp. 379-389
    • Webb, B.W.1    Phillips, J.M.2    Walling, D.E.3    Littlewood, I.G.4    Watts, C.D.5    Leeks, G.J.L.6
  • 60
    • 0034608107 scopus 로고    scopus 로고
    • A new approach to deriving 'best-estimate' chemical fluxes for rivers draining the LOIS study are
    • Webb, B. W., J. M. Phillips, and D. E. Walling. 2000. A new approach to deriving 'best-estimate' chemical fluxes for rivers draining the LOIS study area. Sci. Total Environ. 251-252:45-54.
    • (2000) Sci. Total Environ , vol.251-252 , pp. 45-54
    • Webb, B.W.1    Phillips, J.M.2    Walling, D.E.3
  • 61
    • 0020112679 scopus 로고
    • Selecting a method for estimating substance loadings
    • Whitfield, P. H. 1982. Selecting a method for estimating substance loadings. Water Resourc. Bull. 18(2):203-210.
    • (1982) Water Resourc. Bull , vol.18 , Issue.2 , pp. 203-210
    • Whitfield, P.H.1
  • 62
    • 34248666540 scopus 로고
    • Fuzzy sets
    • Zadeh, L. A. 1965. Fuzzy sets. Inform. Contr. 8:338-353.
    • (1965) Inform. Contr , vol.8 , pp. 338-353
    • Zadeh, L.A.1
  • 63
    • 0026266531 scopus 로고
    • Statistical estimation and interpretation of trends in water quality time series
    • Zetterqvist, L. 1991. Statistical estimation and interpretation of trends in water quality time series. Water Resourc. Res. 27(7):1637-1648.
    • (1991) Water Resourc. Res , vol.27 , Issue.7 , pp. 1637-1648
    • Zetterqvist, L.1


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