期刊
SCIENCE OF THE TOTAL ENVIRONMENT
卷 502, 期 -, 页码 602-610出版社
ELSEVIER SCIENCE BV
DOI: 10.1016/j.scitotenv.2014.09.074
关键词
Global change; Soil erosion; USLE equation; Sensitivity analysis; Mediterranean river basin
资金
- Spanish Ministry of Science and Innovation [Consolider-Ingenio 2010 CSD2009-00065]
- Marie Curie European Reintegration Grant within the 7th European Community Framework Programme [PERG07-GA-2010-259219]
- European Union through the European Regional Development Fund (FEDER)
Climate change and land-use change are major factors influencing sediment dynamics. Models can be used to better understand sediment production and retention by the landscape, although their interpretation is limited by large uncertainties, including model parameter uncertainties. The uncertainties related to parameter selection may be significant and need to be quantified to improve model interpretation for watershed management. In this study, we performed a sensitivity analysis of the InVEST (Integrated Valuation of Environmental Services and Tradeoffs) sediment retention model in order to determine which model parameters had the greatest influence on model outputs, and therefore require special attention during calibration. The estimation of the sediment loads in this model is based on the Universal Soil Loss Equation (USLE). The sensitivity analysis was performed in the Llobregat basin (NE Iberian Peninsula) for exported and retained sediment, which support two different ecosystem service benefits (avoided reservoir sedimentation and improved water quality). Our analysis identified the model parameters related to the natural environment as the most influential for sediment export and retention. Accordingly, small changes in variables such as the magnitude and frequency of extreme rainfall events could cause major changes in sediment dynamics, demonstrating the sensitivity of these dynamics to climate change in Mediterranean basins. Parameters directly related to human activities and decisions (such as cover management factor, C) were also influential, especially for sediment exported. The importance of these human-related parameters in the sediment export process suggests that mitigation measures have the potential to at least partially ameliorate climate-change driven changes in sediment exportation. (C) 2014 Elsevier B.V. All rights reserved.
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