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Modelling nitrogen leaching: Are we getting the right answer for the right reason?
•Different approaches to simulate N leaching in crop models have been reviewed.•Impact of impeded leaching factor assessed for APSIM, DSSAT, SWB-Sci.•Current ability to simulate N leaching is not developed enough for accurate predictive modelling.•Combining measurement and modelling identified as im...
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Published in: | Agricultural water management 2014-02, Vol.133, p.74-80 |
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Main Authors: | , , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that this one cites Items that cite this one |
Online Access: | Get full text |
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Summary: | •Different approaches to simulate N leaching in crop models have been reviewed.•Impact of impeded leaching factor assessed for APSIM, DSSAT, SWB-Sci.•Current ability to simulate N leaching is not developed enough for accurate predictive modelling.•Combining measurement and modelling identified as important in future research.
The complexities and challenges in quantifying N leaching have led to development of a range of measurement and modelling techniques, but none are widely applied. Observations that N moves more slowly than water through the soil profile has resulted in different approaches being used to simulate impeded N movement in crop models: (i) by accounting for nitrate NO3− adsorption to the soil, (ii) by considering incomplete mixing between resident and draining soil water fractions or (iii) a combination of both. We compare and discuss strengths and weaknesses of these approaches. Our inability to directly measure model parameters (especially with regards to simulating N dynamics), and the risk of compensating errors during model testing and calibration, often results in low confidence in simulated N leaching. We caution that our current ability to simulate N leaching is in most cases not yet well enough developed for reliable and accurate predictions. We recommend a more strategic approach involving better linking measurement and modelling to improve understanding of the critical soil processes that control N leaching as one way of further improving our understanding and quantification of N leaching. |
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ISSN: | 0378-3774 1873-2283 |
DOI: | 10.1016/j.agwat.2013.10.017 |