DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Assessing the Skill of the Improved Treatment of Riverine Freshwater in the Community Earth System Model (CESM) Relative to a New Salinity Climatology

Journal Article · · Journal of Advances in Modeling Earth Systems

Abstract Recent studies have explored the sensitivity of global ocean model simulations to the treatment of riverine freshwater and the representation of estuarine processes via an estuary box model applied within Community Earth System Model (CESM). This study builds on these efforts by assessing the model skill score relative to a new salinity climatology. The new climatology averages the original observational data of the World Ocean Database directly onto the CESM ocean component tracer grid cells without spatial interpolation, smoothing, or other gap‐filling techniques to mitigate coastal ocean salinity bias present in the World Ocean Atlas. The mean square error for coastal upper ocean salinity relative to climatology is reduced by up to 14%, and the mean square error of near‐surface salinity stratification is reduced by up to 28% near major river mouths in the simulations with improved treatments of river runoff. The improvement in upper ocean bulk salinity is attributed primarily to focusing runoff as point sources thereby avoiding the artificial horizontal spreading of the control run and to applying a locally varying instead of a global constant reference salinity for riverine virtual salt fluxes. The improvements in near‐surface salinity stratification are primarily attributed to adding parameterized estuarine mixing with the estuary box model. Salinity and salinity stratification skill improvements are achieved not just near large rivers but also along the global coast and skill improvements extend far offshore. Despite these improvements, many other sources of model‐climatology mismatch in coastal salinity and stratification remain and merit further attention.

Research Organization:
Univ. of Connecticut, Storrs, CT (United States)
Sponsoring Organization:
National Science Foundation (NSF); USDOE; USDOE Office of Science (SC)
Grant/Contract Number:
SC0006814
OSTI ID:
1510556
Journal Information:
Journal of Advances in Modeling Earth Systems, Journal Name: Journal of Advances in Modeling Earth Systems Journal Issue: 5 Vol. 11; ISSN 1942-2466
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (20)

Accuracy assessment of global barotropic ocean tide models journal August 2014
MIMOC: A global monthly isopycnal upper-ocean climatology with mixed layers: MIMOC journal April 2013
Evaluation of the ECMWF ocean reanalysis system ORAS4
  • Balmaseda, Magdalena Alonso; Mogensen, Kristian; Weaver, Anthony T.
  • Quarterly Journal of the Royal Meteorological Society, Vol. 139, Issue 674 https://doi.org/10.1002/qj.2063
journal December 2012
The global climatology of an interannually varying air–sea flux data set journal August 2008
The CNRM-CM5.1 global climate model: description and basic evaluation journal January 2012
Mapping ocean properties in regions of complex topography journal March 2002
Coordinated Ocean-ice Reference Experiments (COREs) journal January 2009
Impacts of the representation of riverine freshwater input in the community earth system model journal September 2016
A box model for representing estuarine physical processes in Earth system models journal April 2017
Sea surface salinity constrains rainfall estimates over tropical oceans journal January 2006
A global relationship between the ocean water cycle and near-surface salinity journal January 2011
Ocean Interpolation by Four-Dimensional Weighted Least Squares—Application to the Waters around Australasia journal September 2002
Accurate and Computationally Efficient Algorithms for Potential Temperature and Density of Seawater journal May 2003
Climatology, Persistence, and Their Linear Combination as Standards of Reference in Skill Scores journal December 1992
A Simple Theory for the Fate of Buoyant Coastal Discharges* journal July 1997
A Modeling Study of the Three-Dimensional Continental Shelf Circulation off Oregon. Part I: Model–Data Comparisons journal May 2002
Skill Scores Based on the Mean Square Error and Their Relationships to the Correlation Coefficient journal December 1988
Estimates of Freshwater Discharge from Continents: Latitudinal and Seasonal Variations journal December 2002
The Community Climate System Model Version 4 journal October 2011
Formulation of an ocean model for global climate simulations journal January 2005