Assessing the relationship of background factors governing the water quality of an agricultural watershed with changes in catchment property (W-Hungary)

被引:17
作者
Hatvani, Istvan Gabor [1 ,2 ]
Kovacs, Jozsef [2 ]
Markus, Laszlo [3 ]
Clement, Adrienne [4 ]
Hoffmann, Richard [5 ]
Korponai, Janos [6 ,7 ]
机构
[1] Hungarian Acad Sci, Res Ctr Astron & Earth Sci, Inst Geol & Geochem Res, H-1112 Budapest, Hungary
[2] Eotvos Lorand Univ, Dept Phys & Appl Geol, H-1117 Budapest, Hungary
[3] Eotvos Lorand Univ, Dept Probabil Theory & Stat, H-1117 Budapest, Hungary
[4] Budapest Univ Technol & Econ, Dept Sanit & Environm Engn, H-1111 Budapest, Hungary
[5] Univ Kaposvar, Fac Anim Sci, Dept Bot & Plant Prod, H-7400 Kaposvor, Hungary
[6] West Transdanubian Water Author, Dept Kis Balaton, H-8360 Keszthely, Hungary
[7] Univ West Hungary, Dept Chem & Environm Sci, H-9700 Szombathely, Hungary
关键词
Agricultural diffuse loads; Brodgar; Dynamic Factor Analysis; Hydrology; Point source nutrient input; River Zala; DYNAMIC FACTOR-ANALYSIS; SHALLOW LAKE BALATON; COMMON TRENDS; AREA ADJACENT; PHOSPHORUS; GROUNDWATER; LOAD; MANAGEMENT; SEDIMENT; HABITAT;
D O I
10.1016/j.jhydrol.2014.11.078
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
With urbanization and the growth of agriculture, the importance of precisely assessing the contribution of diffuse- and point source loads arriving to surface waters is becoming more and more important. Determining their effects, however, is not as straightforward as it at first seems. The main aim of the study was to determine the driving background factors of a river located in an agricultural watershed, and furthermore, to separate the role of the diffuse- and point source nutrient loads. The method used to achieve the aims was Dynamic Factor Analysis. This is an effective tool for exploring time series which describe such phenomena. It is capable of taking into account the lagged correlation structure, thus enabling the researcher to uncover the background processes operating in time series. Dynamic Factor Analysis was applied to the time series (1978-2006) of 21 response parameters measured in the River Zala and 6 explanatory (agricultural, meteorological, water quality, etc.) parameters measured in its watershed. The results demonstrated that with the aid of Dynamic Factor Analysis the superimposed effects of the socio-economic changes which began in the mid-1980s, and the introduction of advanced wastewater treatment (P removal) in the river catchment in the early 1990s could be separated and their relative importance assessed, as well as that of other determining external factors. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:460 / 469
页数:10
相关论文
共 57 条
[1]   Estimation of point and diffuse contaminant loads to streams by non-parametric regression analysis of monitoring data [J].
Albek, E .
WATER AIR AND SOIL POLLUTION, 2003, 147 (1-4) :229-243
[2]   Mobilisation and Transport of Sediment-Associated Phosphorus by Surface Runoff [J].
Ballantine, Deborah ;
Walling, Desmond E. ;
Leeks, Graham J. L. .
WATER AIR AND SOIL POLLUTION, 2009, 196 (1-4) :311-320
[3]   THE CONTRIBUTION OF FLOOD DISTURBANCE, CATCHMENT GEOLOGY AND LAND-USE TO THE HABITAT TEMPLATE OF PERIPHYTON IN STREAM ECOSYSTEMS [J].
BIGGS, BJF .
FRESHWATER BIOLOGY, 1995, 33 (03) :419-438
[4]   SUBMODELS FOR THE NUTRIENT LOADING ESTIMATION ON RIVER ZALA [J].
BOLLA, M ;
KUTAS, T .
ECOLOGICAL MODELLING, 1984, 26 (1-2) :115-143
[5]   External phosphorus load estimates and P-budget for the hydroelectric reservoir of Bort-Les-Orgues, France [J].
Brigault, S ;
Ruban, V .
WATER AIR AND SOIL POLLUTION, 2000, 119 (1-4) :91-103
[6]  
Campbell N., 2004, Diffuse pollution: An introduction to the problems and solutions
[7]   Beyond Precipitation: Physiographic Gradients Dictate the Relative Importance of Environmental Drivers on Savanna Vegetation [J].
Campo-Bescos, Miguel A. ;
Munoz-Carpena, Rafael ;
Kaplan, David A. ;
Southworth, Jane ;
Zhu, Likai ;
Waylen, Peter R. .
PLOS ONE, 2013, 8 (08)
[8]   Modeling the phosphorus retention of the Kis-Balaton upper reservoir [J].
Clement, A ;
Somlyody, L ;
Koncsos, L .
WATER SCIENCE AND TECHNOLOGY, 1998, 37 (03) :113-120
[9]   Seasonal Variation in Nutrient Export Along Streams in the Northern Great Plains [J].
Corriveau, Julie ;
Chambers, Patricia A. ;
Culp, Joseph M. .
WATER AIR AND SOIL POLLUTION, 2013, 224 (07)
[10]   Agriculture as a source of phosphorus causing eutrophication in Central and Eastern Europe [J].
Csatho, P. ;
Sisak, I. ;
Radimszky, L. ;
Lushaj, S. ;
Spiegel, H. ;
Nikolova, M. T. ;
Nikolov, N. ;
Cermak, P. ;
Klir, J. ;
Astover, A. ;
Karklins, A. ;
Lazauskas, S. ;
Kopinski, J. ;
Hera, C. ;
Dumitru, E. ;
Manojlovic, M. ;
Bogdanovic, D. ;
Torma, S. ;
Leskosek, M. ;
Khristenko, A. .
SOIL USE AND MANAGEMENT, 2007, 23 :36-56