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Erschienen in: Hydrogeology Journal 8/2010

01.12.2010 | Report

Transfer function-noise modeling and spatial interpolation to evaluate the risk of extreme (shallow) water-table levels in the Brazilian Cerrados

verfasst von: Rodrigo L. Manzione, Martin Knotters, Gerard B. M. Heuvelink, Jos R. Von Asmuth, Gilberto Camara

Erschienen in: Hydrogeology Journal | Ausgabe 8/2010

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Abstract

Water regimes in the Brazilian Cerrados are sensitive to climatological disturbances and human intervention. The risk that critical water-table levels are exceeded over long periods of time can be estimated by applying stochastic methods in modeling the dynamic relationship between water levels and driving forces such as precipitation and evapotranspiration. In this study, a transfer function-noise model, the so called PIRFICT-model, is applied to estimate the dynamic relationship between water-table depth and precipitation surplus/deficit in a watershed with a groundwater monitoring scheme in the Brazilian Cerrados. Critical limits were defined for a period in the Cerrados agricultural calendar, the end of the rainy season, when extremely shallow levels (<0.5-m depth) can pose a risk to plant health and machinery before harvesting. By simulating time-series models, the risk of exceeding critical thresholds during a continuous period of time (e.g. 10 days) is described by probability levels. These simulated probabilities were interpolated spatially using universal kriging, incorporating information related to the drainage basin from a digital elevation model. The resulting map reduced model uncertainty. Three areas were defined as presenting potential risk at the end of the rainy season. These areas deserve attention with respect to water-management and land-use planning.

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Metadaten
Titel
Transfer function-noise modeling and spatial interpolation to evaluate the risk of extreme (shallow) water-table levels in the Brazilian Cerrados
verfasst von
Rodrigo L. Manzione
Martin Knotters
Gerard B. M. Heuvelink
Jos R. Von Asmuth
Gilberto Camara
Publikationsdatum
01.12.2010
Verlag
Springer-Verlag
Erschienen in
Hydrogeology Journal / Ausgabe 8/2010
Print ISSN: 1431-2174
Elektronische ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-010-0654-5

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