Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions

Climate and terrestrial biosphere models consider nitrogen an important factor in limiting plant carbon uptake, while operational environmental models view nitrogen as the leading pollutant causing eutrophication in water bodies. The community Noah land surface model with multi-parameterization opti...

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Main Authors: X. Cai, Z.-L. Yang, J. B. Fisher, X. Zhang, M. Barlage, F. Chen
Format: Article
Language:English
Published: Copernicus Publications 2016-01-01
Series:Geoscientific Model Development
Online Access:http://www.geosci-model-dev.net/9/1/2016/gmd-9-1-2016.pdf
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spelling doaj-b78f8c0af5f4461ca8e16655428d9c492020-11-24T23:58:08ZengCopernicus PublicationsGeoscientific Model Development1991-959X1991-96032016-01-019111510.5194/gmd-9-1-2016Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictionsX. Cai0Z.-L. Yang1J. B. Fisher2X. Zhang3M. Barlage4F. Chen5Department of Geological Sciences, The John A. and Katherine G. Jackson School of Geosciences, The University of Texas at Austin, Austin, Texas, USADepartment of Geological Sciences, The John A. and Katherine G. Jackson School of Geosciences, The University of Texas at Austin, Austin, Texas, USAJet Propulsion Laboratory, California Institute of Technology, Pasadena, California, USAJoint Global Change Research Institute, Pacific Northwest National Laboratory and University of Maryland, College Park, Maryland, USAResearch Applications Laboratory, National Center for Atmospheric Research, Boulder, Colorado, USAResearch Applications Laboratory, National Center for Atmospheric Research, Boulder, Colorado, USAClimate and terrestrial biosphere models consider nitrogen an important factor in limiting plant carbon uptake, while operational environmental models view nitrogen as the leading pollutant causing eutrophication in water bodies. The community Noah land surface model with multi-parameterization options (Noah-MP) is unique in that it is the next-generation land surface model for the Weather Research and Forecasting meteorological model and for the operational weather/climate models in the National Centers for Environmental Prediction. In this study, we add a capability to Noah-MP to simulate nitrogen dynamics by coupling the Fixation and Uptake of Nitrogen (FUN) plant model and the Soil and Water Assessment Tool (SWAT) soil nitrogen dynamics. This model development incorporates FUN's state-of-the-art concept of carbon cost theory and SWAT's strength in representing the impacts of agricultural management on the nitrogen cycle. Parameterizations for direct root and mycorrhizal-associated nitrogen uptake, leaf retranslocation, and symbiotic biological nitrogen fixation are employed from FUN, while parameterizations for nitrogen mineralization, nitrification, immobilization, volatilization, atmospheric deposition, and leaching are based on SWAT. The coupled model is then evaluated at the Kellogg Biological Station – a Long Term Ecological Research site within the US Corn Belt. Results show that the model performs well in capturing the major nitrogen state/flux variables (e.g., soil nitrate and nitrate leaching). Furthermore, the addition of nitrogen dynamics improves the modeling of net primary productivity and evapotranspiration. The model improvement is expected to advance the capability of Noah-MP to simultaneously predict weather and water quality in fully coupled Earth system models.http://www.geosci-model-dev.net/9/1/2016/gmd-9-1-2016.pdf
collection DOAJ
language English
format Article
sources DOAJ
author X. Cai
Z.-L. Yang
J. B. Fisher
X. Zhang
M. Barlage
F. Chen
spellingShingle X. Cai
Z.-L. Yang
J. B. Fisher
X. Zhang
M. Barlage
F. Chen
Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
Geoscientific Model Development
author_facet X. Cai
Z.-L. Yang
J. B. Fisher
X. Zhang
M. Barlage
F. Chen
author_sort X. Cai
title Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
title_short Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
title_full Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
title_fullStr Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
title_full_unstemmed Integration of nitrogen dynamics into the Noah-MP land surface model v1.1 for climate and environmental predictions
title_sort integration of nitrogen dynamics into the noah-mp land surface model v1.1 for climate and environmental predictions
publisher Copernicus Publications
series Geoscientific Model Development
issn 1991-959X
1991-9603
publishDate 2016-01-01
description Climate and terrestrial biosphere models consider nitrogen an important factor in limiting plant carbon uptake, while operational environmental models view nitrogen as the leading pollutant causing eutrophication in water bodies. The community Noah land surface model with multi-parameterization options (Noah-MP) is unique in that it is the next-generation land surface model for the Weather Research and Forecasting meteorological model and for the operational weather/climate models in the National Centers for Environmental Prediction. In this study, we add a capability to Noah-MP to simulate nitrogen dynamics by coupling the Fixation and Uptake of Nitrogen (FUN) plant model and the Soil and Water Assessment Tool (SWAT) soil nitrogen dynamics. This model development incorporates FUN's state-of-the-art concept of carbon cost theory and SWAT's strength in representing the impacts of agricultural management on the nitrogen cycle. Parameterizations for direct root and mycorrhizal-associated nitrogen uptake, leaf retranslocation, and symbiotic biological nitrogen fixation are employed from FUN, while parameterizations for nitrogen mineralization, nitrification, immobilization, volatilization, atmospheric deposition, and leaching are based on SWAT. The coupled model is then evaluated at the Kellogg Biological Station – a Long Term Ecological Research site within the US Corn Belt. Results show that the model performs well in capturing the major nitrogen state/flux variables (e.g., soil nitrate and nitrate leaching). Furthermore, the addition of nitrogen dynamics improves the modeling of net primary productivity and evapotranspiration. The model improvement is expected to advance the capability of Noah-MP to simultaneously predict weather and water quality in fully coupled Earth system models.
url http://www.geosci-model-dev.net/9/1/2016/gmd-9-1-2016.pdf
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