Detecting hydrological changes through conceptual model

Risultato della ricerca: Otherpeer review


Natural changes and human modifications in hydrological systems coevolve and interact in a coupled and interlinkedway. If, on one hand, climatic changes are stochastic, non-steady, and affect the hydrological systems, onthe other hand, human-induced changes due to over-exploitation of soils and water resources modifies the naturallandscape, water fluxes and its partitioning. Indeed, the traditional assumption of static systems in hydrologicalanalysis, which has been adopted for long time, fails whenever transient climatic conditions and/or land usechanges occur.Time series analysis is a way to explore environmental changes together with societal changes; unfortunately, thenot distinguishability between causes restrict the scope of this method. In order to overcome this limitation, it ispossible to couple time series analysis with an opportune hydrological model, such as a conceptual hydrologicalmodel, which offers a schematization of complex dynamics acting within a basin. Assuming that model parametersrepresent morphological basin characteristics and that calibration is a way to detect hydrological signature at aspecific moment, it is possible to argue that calibrating the model over different time windows could be a methodfor detecting potential hydrological changes.In order to test the capabilities of a conceptual model in detecting hydrological changes, this work presents different“in silico” experiments. A synthetic-basin is forced with an ensemble of possible future scenarios generatedwith a stochastic weather generator able to simulate steady and non-steady climatic conditions. The experimentsrefer to Mediterranean climate, which is characterized by marked seasonality, and consider the outcomes of theIPCC 5th report for describing climate evolution in the next century. In particular, in order to generate futureclimate change scenarios, a stochastic downscaling in space and time is carried out using realizations of anensemble of General Circulation Models (GCMs) for the future scenarios 2046-2065 and 2081-2100. Land usechanges (i.e. changes in the fraction of impervious area due to increasing urbanization) are explicitly simulated,while the reference hydrological responses are assessed by the spatially distributed, process-based hydrologicalmodel tRIBS, the TIN-based Real-time Integrated Basin Simulator.Several scenarios have been created, describing hypothetical centuries with steady conditions, climate changeconditions, land use change conditions and finally complex conditions involving both transient climatic modificationsand gradual land use changes.A conceptual lumped model, the EHSM (EcoHydrological Streamflow Model) is calibrated for the abovementioned scenarios with regard to different time-windows. The calibrated parameters show high sensitivity toanthropic variations in land use and/or climatic variability. Land use changes are clearly visible from parametersevolution especially when steady climatic conditions are considered. When the increase in urbanization iscoupled with rainfall reduction the ability to detect human interventions through the analysis of conceptual modelparameters is weakened.
Lingua originaleEnglish
Numero di pagine1
Stato di pubblicazionePublished - 2015


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