Uniqueness of place and process representations in hydrological modelling

Authors
Citation
Kj. Beven, Uniqueness of place and process representations in hydrological modelling, HYDROL E S, 4(2), 2000, pp. 203-213
Citations number
42
Categorie Soggetti
Earth Sciences
Journal title
HYDROLOGY AND EARTH SYSTEM SCIENCES
ISSN journal
10275606 → ACNP
Volume
4
Issue
2
Year of publication
2000
Pages
203 - 213
Database
ISI
SICI code
1027-5606(200006)4:2<203:UOPAPR>2.0.ZU;2-K
Abstract
This paper addresses the problem of uniqueness of catchment areas in relati on to model representations of flow processes. The uniqueness of field meas urements as a limitation on model representations is discussed. The treatme nt of uniqueness as a residual from a modelled relationship may conceal inf ormation about the uniqueness of catchments, while the treatment of uniquen ess as a set of parameter values within a particular model structure is pro blematic due to the equifinality of model structures and parameter sets. Th e analysis suggests that a fully reductionist approach to describe the uniq ueness of individual catchment areas by the aggregation of descriptions of small scale behaviour will be impossible given current measurement technolo gies. A suggested strategy for the representation of uniqueness of place as a fuzzy mapping of the landscape into a model space is suggested. This wil l lead to a quantification of the uncertainty in predictions of any particu lar location in a way that allows a conditioning of the mapping on the basi s of the available data. This process can incorporate a hypothesis testing approach to model evaluation but the problem of multiple behavioural models may provide an ultimate limitation on the realism of process representatio ns: not on the principle of realism but on the possibility of unambiguous p rocess representations.