Journal
ENVIRONMENTAL MODELLING & SOFTWARE
Volume 93, Issue -, Pages 255-267Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.envsoft.2017.03.018
Keywords
Catchment model; Objective function; Multi-site calibration; Nutrients; SWAT; Calibration scheme
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Funding
- Danish Strategic Research Council [09067259]
- 7th EU Framework Programme, Theme 6 (Environment including Climate Change) [603378]
- Ramon Areces Foundation
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Automatic calibration of complex hydro-ecological models is an increasingly important issue which involves making decisions. One of the most relevant is the choice of the objective function, but its effects have been scarcely studied in complex models. We have used the SWAT model to assess the impact of the objective function for a multi-site (4 stations) and multi-variable (OrgP, OrgN, NO3-, PO43-) calibration of the Odense catchment (Denmark). Six calibration schemes were tested, varying the objective function and the nutrient fractions targeted. The best performance metrics (R2, NSE, PBIAS) were obtained when using NSE as objective function and targeting N-fractions and P-fractions separately. The scheme was validated in another SWAT set-up in northern Denmark. Although NSE is often questioned, we found it as an adequate objective function when addressing a multi-site and multi-variable calibration. Our findings may serve as guideline for hydro-ecological modellers, being useful to achieve watershed management goals. (C) 2017 Elsevier Ltd. All rights reserved.
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