Uncertainty in spatial decision support systems - Methodology related to prediction of groundwater pollution

J.C. Refsgaard, M. Thorsen, J.B. Jensen, S. Hansen, G. Heuvelink, E. Pebesma, S. Kleeschulte, D. Ramamaekers

Publikation: Bidrag til bog/rapport/konferenceproceedingsKonferenceartikel i proceedingspeer review

Abstrakt

Groundwater pollution from non point sources, such as nitrogen from agricultural activities, is a problem of increasing concern. This paper presents a methodology and a case study for large scale simulation of aquifer contamination due to nitrogen leaching. Comprehensive modelling toots of the physically-based type are well proven for small scale applications such as plots or small experimental catchments with good data availability. The two key problems related to large scale simulation are data availability at the large scale and model upscaling to represent conditions at larger scale. In this study readily available data from standard European level data bases such as GISCO and EUROSTAT have been used as the basis of modelling. These data were supplemented by selected readily available national data sources. The model parameters were all assessed from these data by use various transfer functions, and no model calibration was carried out. Furthermore, a statistically based upscaling/aggregation procedure, preserving the areal distribution of soil types, vegetation types etc on a catchment basis has been adopted. Finally, a Monte Carlo simulation technique was used to assess how uncertainty in selected input data propagate through the model and results in uncertainty on the model outputs. The case study from the Karup catchment in Denmark indicate that the resulting uncertainty of the predicted nitrogen concentrations in the aquifer at a scale of some hundreds of km(2) is so relatively small that the methodology appears suitable for large scale policy studies.
OriginalsprogEngelsk
TitelHydroinformatics '98, Vols 1 and 2
RedaktørerV. Babovic, L.C. Larsen
UdgivelsesstedLeiden
ForlagA.A. Balkema
Sider1153-1159
Antal sider7
ISBN (Trykt)90-5410-983-1
StatusUdgivet - 1998
Begivenhed3rd International Conference on Hydroinformatics - Copenhagen, Danmark
Varighed: 24 aug. 199826 aug. 1998
Konferencens nummer: 3

Konference

Konference3rd International Conference on Hydroinformatics
Forkortet titelHydroinformatics '98
Land/OmrådeDanmark
ByCopenhagen
Periode24/08/9826/08/98

Programområde

  • Programområde 2: Vandressourcer

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