A long-term study of temporal hydrochemical data in a shallow lake using multivariate statistical techniques

Ecological Modelling

Volumn 193, Issue 3-4, 2006, Pages 759-776

  Papatheodorou, George ^a   Demopoulou, Gerasimoula ^a   Lambrakis, Nicolaos ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Discriminant analysis; Lake Pamvotis; R and Q mode factor analysis; Seasonal variations; Water quality

Indexed keywords

DATABASE SYSTEMS; FLOCCULATION; STATISTICAL METHODS; WATER QUALITY;

LAKE PAMVOTIS; SEASONAL VARIATIONS;

LAKES;

LAKE; SEASONAL VARIATION; SHALLOW WATER; WATER QUALITY;

EPIRUS; EURASIA; EUROPE; GREECE; IOANNINA; LAKE PAMVOTIS; SOUTHERN EUROPE;

EID: 32644488737     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2005.09.004     Document Type: Article

References (47)

1. K. Anagnostidis, and A. Economou-Amilli Limnological studies at Lake Pamvotis (Ioannina) Greece Arch. Hydrobiol. 89 3 1980 313 342
2. A. Bartzokas, and D.A. Metaxas Factor analysis of climatological elements in Athens, 1931-1992: covariability and climatic change Theoret. Appl. Climatol. 52 1995 95 205
3. E.M. Cameron Hydrogeochemistry of the Fraser River, British Columbia: seasonal variation in major and minor components J. Hydrol. (Amsterdam) 82 1996 209 225
4. D. Child The Essentials of Factor Analysis 1970 Holt, Rinehart and Winston London p. 107
5. N. Conispoliatis, A. Panagos, C. Perissoratis, and S. Varnavas Geological and sedimentological patterns in the Lake Pamvotis (Ioannina), NW Greece Ann. Geologiques des Pays Helleniques 33 1986 269 285
6. J.C. Davis Statistics and Data Analysis in Geology 1986 Wiley New York p. 647
7. B.S.O. De Ceballos, A. Koning, and J.F. De Olivera Dam reservoir eutrophication: a simplified technique for a fast diagnosis of an environmental degradation Water Res. 32 11 1998 3477 3483
8. J.I. Drever The Geochemistry of Natural Waters, Surface and Groundwater Environments 3nd ed. 1997 Prentice Hall Upper Saddle River p. 436
9. R.L. Gorsuch Factor Analysis 1974 W.B. Saunders Company Philadelphia p. 452
10. B. Helena, R. Pardo, M. Vega, E. Barrado, J. Fernandez, and L. Fernandez Temporal evolution of groundwater composition in an alluvial aquifer (Pisuerga River, Spain) by principal component analysis Water Res. 34 3 2000 807 816
11. E.S. Higgs, C. Vita-Finzi, D.R. Harris, and A.E. Fagg The climate, environment and industries of stone age Greece. Part II Proceedings of the Prehistoric Society, vol. 32 1967 1 29
12. Imdrie, J., Purdy, E.G., 1962. Classification of modern Bahamian carbonate sediments. In: Classification of Carbonate Rocks, Proceedings of the Symposium of American Association of Petroleum Geologists, Memo 1, pp. 253-272.
13. S.E. Jorgensen An eutrophication model for a lake Ecol. Model. 2 1976 147 165
14. I. Kagalou, G. Tsimarakis, and I. Paschos Water chemistry and biology in a shallow lake (Lake Pamvotis, Greece). Present state and respectives Global Nest J. 3 2 2001 85 94
15. A. Kleeberg, and H.P. Kozerski Phosphorus release in Lake Grosser Muggelsee and its implications for lake restoration Hydrobiologia 342 1997 9 26
16. N. Lambrakis, A. Antonakos, and G. Panagopoulos The use of multicomponent statistical analysis in hydrogeological environmental research Water Res. 38 2004 1862 1872
17. S.S.S. Lau, and S.N. Lane Biological and chemical factors influencing shallow lake eutrophication: a long-term study Sci. Total Environ. 288 2002 167 181
18. J.Y. Lee, J.Y. Cheon, K.K. Lee, S.Y. Lee, and M.H. Lee Statistical evaluation of geochemical parameter distribution in a ground water system contaminated with petroleum hydrocarbons J. Environ. Qual. 30 2001 1548 1563
19. C.V. Miller, J.M. Denis, S.W. Ator, and G.W. Brakebill Nutrients in streams during baseflow in selected environmental settings of the Potomac River basin J. Am. Water Resour. Assoc. 33 1997 1155 1171
20. B. Momen, G.P. Zehr, C.W. Boylen, and J.W. Sutherland Determinants of summer nitrate concentration in a set of Adirondack Lakes, New York Water Air Soil Pollut. 111 1999 19 28
21. G. Panagopoulos, N. Lamprakis, P. Tsolis-Katagas, and D. Papoulis Cation exchange processes and human activities in inconfined aquifers Environ. Geol. 46 2004 542 552
22. G. Papatheodorou, E. Lyberis, and G. Ferentinos Use of factor analysis to study the distribution of metalliferous bauxitic tailings in the seabed of the Gulf of Corinth Greece Natural Resour. Res. 8 4 1999 277 285
23. G. Papatheodorou, G. Hotos, M. Geraga, D. Avramidou, and T. Vorinakis Heavy metal concentrations in sediments of Klisova lagoon (S.E. Mesolonghi-Aitolikon Lagoon complex) W Greece Fresen. Environ. Bull. 11 11 2002 951 956
24. Papatheodorou, G., Mitsis, C., Christodoulou, D., Ferentinos, G., 2002b. A multivariate statistical approach to the investigation of pockmarks growth and activity. An example from a pockmark field in the Gulf of Patras (W Greece). In: Proceedimgs of the Eighth Annual Conference of the IAMG, 15-20 September, Abstract Book, Berlin.
25. E. Perona, I. Bonilla, and P. Mateo Spatial and temporal changes in water quality in a Spanish river Sci Total Environ. 241 1999 75 90
26. S. Ravichandran, R. Ramanibai, and N.V. Punderikanthan Ecoregions for describing water quality patterns in Tamiraparani basin South India J. Hydrol. 178 1996 257 276
27. F. Recknagel, M. French, P. Harkonen, and K. Yabunaka Artificial neural network approach for modelling and prediction of algal blooms Ecol. Model. 96 1997 11 28
28. C. Reimann, and P. Filzmoser Normal and lognormal data distribution in geochemistry: death of a myth. Consequences for a statistical treatment of geochemical and environmental data Environ. Geol. 39 9 2000 1001 1014
29. E. Reisenhofer, A. Picciotto, and D. Li A factor analysis approach to the study of the eutrophication of a shallow, temperate lake (San Daniele, North Eastern Italy) Anal. Chim. Acta 306 1995 99 106
30. R.A. Reyment, and K.G. Joreskog Applied Factor Analysis in the Natural Sciences 1996 Cambridge University Press Cambridge p. 371
31. J. Romero, I. Kagalou, J. Imberger, D. Hela, M. Kotti, A. Bartzokas, T. Albanis, N. Evmirides, S. Karkabounas, J. Papagiannis, and A. Bithava Seasonal water quality of shallow and eutrophic Lake Pamvotis, Greece: implications for restoration Hydrobiologia 474 2002 91 105
32. S.G. Schladow, and D.P. Hamilton Prediction of water quality in lakes and reservoirs. Part II. Model calibration, sensitivity analysis and application Ecol. Model. 96 1997 111 123
33. S.K. Seymour, K. Christanis, A. Bouzinos, S. Papazisimou, G. Papatheodorou, E. Moran, and G. Dénès Tephrostratigraphy and tephrochronology in the Philippi peat basin, Macedonia, Northern Hellas (Greece) Quarter. Int. 121 2004 53 65
34. J.B. Shanley Effects of ion exchange on stream solute fluxes in a basin receiving highway deicing salts J. Environ. Qual. 23 1994 977 986
35. W.C. Sidle, D.L. Roose, and D.R. Shanklin Isotopic evidence for naturally occurring sulfate pollution of ponds in the Kankakee River Basin, Illinois-Indiana J. Environ. Qual. 29 2000 1594 1603
36. V. Simeonov, J.A. Stratis, C. Samara, G. Zachariadis, D. Voutsa, A. Anthemidis, M. Sofoniou, and T. Kouimtzis Assessment of the surface water quality in Northern Greece Water Res. 37 2003 4119 4124
37. V. Simeonov, C. Sarbu, D. Massart, and S. Tsakovski Danube River water data modelling by multivariate data analysis Mikrochim. Acta 137 2001 243 248
38. J. Soares dos Santos, E. Oliveira, R.E. Bruns, and R.F. Gennari Evaluation of the salt accumulation process during inundation in water resource of Contas river basin (Bahia-Brasil) applying principal component analysis Water Res. 38 2004 1579 1585
39. H. Suk, and K. Lee Characterization of a ground water hydrochemical system through multivariate analysis: clustering into ground water zones Ground Water 37 3 1999 358 366
40. C.O. Tan, and M. Beklioglu Catastrophic-like shifts in shallow Turkish lakes: a modelling approach Ecol. Model. 183 2005 425 434
41. M. Vega, R. Pardo, and L. Deban Assessment of seasonal and polluting effects on the quality of river water by exploratory data analysis Water Res. 32 12 1998 3581 3592
42. A. Vengosh, and R. Keren Chemical modifications of groundwater contaminated by recharge of treated sewage effluent Contam. Hydrol. 23 1996 347 360
43. K. Voudouris, N. Lambrakis, G. Papatheodorou, and P. Daskalaki An application of factor analysis for the study of the hydrogeological conditions in Plio-Pleistocene aquifers of NW Achaia (NW Peloponnesus, Greece) Math. Geol. 29 1 1997 43 59
44. K. Wayland, D. Long, D. Hyndman, B. Pijanowski, S. Woodhams, and K. Haack Identifying relationships between baseflow geochemistry and land use with synoptic sampling and R-Mode factor analysis J. Environ. Qual. 32 2003 180 190
45. G.E. Weber, K. Furch, and W.J. Junk A simple modelling approach towards hydrochemical seasonality of major cations in a Central Amazonian floodplain lake Ecol. Model. 91 1996 39 56
46. S. Yu, J. Shang, J. Zhao, and H. Guo Factor analysis and dynamics of water quality of the Songhua River, Northeast China Water Air Soil Pollut. 144 2003 159 169
47. J. Zhang, S.E. Jorgensen, C.O. Tan, and M. Beklioglu A structurally modelling, Lake Mogan, Turkey as a case study Ecol. Model. 164 2003 103 120