Towards determining uncertainties in global oceanic mean values of heat, salt, and surface elevation

被引:12
作者
Wunsch, Carl [1 ]
机构
[1] Harvard Univ, Dept Earth & Planetary Sci, Cambridge, MA 02138 USA
基金
美国国家航空航天局;
关键词
elevation budgets; global ocean heat; model uncertainty; salt; uncertainty quantification; SEA-LEVEL RISE; SALINITY; ABYSSAL; GRACE;
D O I
10.1080/16000870.2018.1471911
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
Lower-bounds on uncertainties in oceanic data and a model are calculated for the 20-year time means and their temporal evolution for oceanic temperature, salinity, and sea surface height, during the data-dense interval 1994-2013. The essential step of separating stochastic from systematic or deterministic elements of the fields is explored by suppressing the globally correlated components of the fields. Justification lies in the physics and the brevity of a 20-year estimate relative to the full oceanic adjustment time, and the inferred near-linearity of response on short time intervals. Lower-bound uncertainties reflecting the only stochastic elements of the state estimate are then calculated from bootstrap estimates. Trends are estimated as 2.2 +/- 0.2 mm/y in elevation, 0.0011 +/- 0.0001 degrees C/y, and (-2.825 +/- 0.17) x 10(-5) for surface elevation, temperature and salt, with formal 2-standard deviation uncertainties. The temperature change corresponds to a 20-year average ocean heating rate of 0.48 +/- 0.1 W/m(2) of which 0.1 W/m(2) arises from the geothermal forcing. Systematic errors must be determined separately.
引用
收藏
页码:1 / 14
页数:14
相关论文
共 42 条
[1]  
[Anonymous], 1993, An introduction to the bootstrap
[2]  
[Anonymous], 2006, DISCRETE INVERSE STA
[3]   Sensitivity of Global Upper-Ocean Heat Content Estimates to Mapping Methods, XBT Bias Corrections, and Baseline Climatologies [J].
Boyer, Tim ;
Domingues, Catia M. ;
Good, Simon A. ;
Johnson, Gregory C. ;
Lyman, John M. ;
Ishii, Masayoshi ;
Gouretski, Viktor ;
Willis, Josh K. ;
Antonov, John ;
Wijffels, Susan ;
Church, John A. ;
Cowley, Rebecca ;
Bindoff, Nathaniel L. .
JOURNAL OF CLIMATE, 2016, 29 (13) :4817-4842
[4]   Linear trends in salinity for the World Ocean, 1955-1998 [J].
Boyer, TP ;
Levitus, S ;
Antonov, JI ;
Locarnini, RA ;
Garcia, HE .
GEOPHYSICAL RESEARCH LETTERS, 2005, 32 (01) :1-4
[5]  
Brogan W. L., 1991, MODERN CONTROL THEOR
[6]  
Cazenave A, 2014, NAT CLIM CHANGE, V4, P358, DOI [10.1038/NCLIMATE2159, 10.1038/nclimate2159]
[7]  
Church J., 2010, Understanding Sea Level Rise and Variability, P428
[8]  
ECCO Consortium, 2017, 20 YEAR DYN OC CLI 1
[9]  
Evensen G, 2009, Data assimilation
[10]   ECCO version 4: an integrated framework for non-linear inverse modeling and global ocean state estimation [J].
Forget, G. ;
Campin, J. -M. ;
Heimbach, P. ;
Hill, C. N. ;
Ponte, R. M. ;
Wunsch, C. .
GEOSCIENTIFIC MODEL DEVELOPMENT, 2015, 8 (10) :3071-3104