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Modelling biomass, soil water content and mineral nitrogen in dairy pastures: a comparison of DairyMod and APSIM
posted on 2023-05-23, 13:47authored byMatthew HarrisonMatthew Harrison, De Antoni Migliorati, M, Rowlings, D, Doughterty, W, Grace, P, Eckard, RJ
Realistic simulation of soil nitrogen cycling is important for quantifying nitrogen loss pathways to the environment, as well as the influence of N on pasture productivity. Although several models have been evaluated for their ability to simulate pasture growth, few studies have compared the models APSIM and DairyMod. Here, our objectives were to examine the capability of each model in simulating field measurements of pasture biomass, soil water content, mineral nitrogen and N2O emissions. For site one, DairyMod generally simulated mineral N, cumulative N2O and soil water with lower residual error than that from APSIM, but APSIM produced better estimates of pasture biomass. At site two, DairyMod produced more precise estimates of mineral N, but APSIM simulations were more reliable in terms of cumulative N2O. Overall this study demonstrated that both models produced satisfactory estimates of pasture biomass and soil water dynamics, but further research is necessary to diagnose reasons for the sometimes large discrepancies between simulated and measured mineral N and cumulative N2O emissions. Part of this discrepancy is likely to be caused by heterogeneity of soil N in the field, spatially and temporally. Although both models produce temporal estimates of mineral N and N2O, quantification of parameter uncertainty associated with spatial variation in mineral N would help improve model evaluation such as performed in this study.
Funding
Dairy Australia Limited
History
Publication title
Proceedings of the 2018 Australasian Dairy Science Symposium
Pagination
70-75
Department/School
Tasmanian Institute of Agriculture (TIA)
Publisher
CSIRO Publishing
Place of publication
Australia
Event title
Australasian Dairy Science Symposium
Event Venue
Palmerston North, New Zealand
Date of Event (Start Date)
2018-11-21
Date of Event (End Date)
2018-11-23
Rights statement
Copyright 2018 CSIRO Publishing
Repository Status
Open
Socio-economic Objectives
Management of greenhouse gas emissions from animal production