This study proposes a new workflow for crop growth evaluation and yield calibration in the Soil and Water Assessment Tool Plus (SWAT+) model and evaluates its impact on simulated hydrological and biogeochemical processes. The workflow was applied for ten small agricultural catchments in Europe. A detailed demonstration is provided for the German catchment, Schwarzer Schöps. The workflow proved effective across all catchments, improving yield calibration from an initial R2 of 0.5–0.84. The results show that evapotranspiration and soil moisture were only moderately affected by crop calibration in three catchments (Belgium, Czech Republic and Norway) and negligibly changed in the remaining ones. Sediment and nutrient balance were affected more strongly: sediment, nitrogen and phosphorus loss change reached 82 % (Norway), 16 % and 20 % (Czech Republic), respectively. The proposed workflow is a valuable tool for improving the accuracy of SWAT + simulations and can be used to support decision-making in environmental management.

Enhanced crop calibration for SWAT+: evaluating water, sediment and nutrient impacts across ten European catchments / M. Piniewski, N. Čerkasova, S. Plunge, M. Strauch, C. Schürz, P. Braun, E.A. Chiaradia, J. Eichenberger, M.R. Eini, C. Farkas, M.A.E. Forio, P. Goethals, P. Kassai, Š. Marval, D.G. Panique-Casso, L. Sanguanini, M. Shore, B. Szabó, P. Slavík, F. Witing. - In: ENVIRONMENTAL MODELLING & SOFTWARE. - ISSN 1364-8152. - 196:(2026 Jan 30), pp. 106794.1-106794.16. [10.1016/j.envsoft.2025.106794]

Enhanced crop calibration for SWAT+: evaluating water, sediment and nutrient impacts across ten European catchments

E.A. Chiaradia;L. Sanguanini;
2026

Abstract

This study proposes a new workflow for crop growth evaluation and yield calibration in the Soil and Water Assessment Tool Plus (SWAT+) model and evaluates its impact on simulated hydrological and biogeochemical processes. The workflow was applied for ten small agricultural catchments in Europe. A detailed demonstration is provided for the German catchment, Schwarzer Schöps. The workflow proved effective across all catchments, improving yield calibration from an initial R2 of 0.5–0.84. The results show that evapotranspiration and soil moisture were only moderately affected by crop calibration in three catchments (Belgium, Czech Republic and Norway) and negligibly changed in the remaining ones. Sediment and nutrient balance were affected more strongly: sediment, nitrogen and phosphorus loss change reached 82 % (Norway), 16 % and 20 % (Czech Republic), respectively. The proposed workflow is a valuable tool for improving the accuracy of SWAT + simulations and can be used to support decision-making in environmental management.
Calibration workflow; Crop growth; Crop yield; Nutrient balance; SWAT+; Water balance;
Settore AGRI-04/A - Idraulica agraria e sistemazioni idraulico-forestali
   OPtimal strategies to retAIN and re-use water and nutrients in small agricultural catchments across different soil-climatic regions in Europe (OPTAIN)
   OPTAIN
   EUROPEAN COMMISSION
   H2020
   862756
30-gen-2026
19-nov-2025
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1205099
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