Decadal trends in global pelagic ocean chlorophyll: A new assessment integrating multiple satellites, in situ data, and models

被引:115
作者
Gregg, Watson W. [1 ]
Rousseaux, Cecile S. [1 ,2 ]
机构
[1] NASA, Global Modeling & Assimilat Off, Greenbelt, MD 20770 USA
[2] Univ Space Res Assoc, Greenbelt, MD USA
关键词
trends; remote sensing; chlorophyll; models; LONG-TERM TRENDS; CLIMATE; PHYTOPLANKTON; PRODUCTIVITY; VARIABILITY;
D O I
10.1002/2014JC010158
中图分类号
P7 [海洋学];
学科分类号
0707 ;
摘要
Quantifying change in ocean biology using satellites is a major scientific objective. We document trends globally for the period 1998-2012 by integrating three diverse methodologies: ocean color data from multiple satellites, bias correction methods based on in situ data, and data assimilation to provide a consistent and complete global representation free of sampling biases. The results indicated no significant trend in global pelagic ocean chlorophyll over the 15 year data record. These results were consistent with previous findings that were based on the first 6 years and first 10 years of the SeaWiFS mission. However, all of the Northern Hemisphere basins (north of 10 degrees latitude), as well as the Equatorial Indian basin, exhibited significant declines in chlorophyll. Trend maps showed the local trends and their change in percent per year. These trend maps were compared with several other previous efforts using only a single sensor (SeaWiFS) and more limited time series, showing remarkable consistency. These results suggested the present effort provides a path forward to quantifying global ocean trends using multiple satellite missions, which is essential if we are to understand the state, variability, and possible changes in the global oceans over longer time scales.
引用
收藏
页码:5921 / 5933
页数:13
相关论文
共 24 条
[1]   The Atlantic Meridional Transect: overview and synthesis of data [J].
Aiken, J ;
Rees, N ;
Hooker, S ;
Holligan, P ;
Bale, A ;
Robins, D ;
Moore, G ;
Harris, R ;
Pilgrim, D .
PROGRESS IN OCEANOGRAPHY, 2000, 45 (3-4) :257-312
[2]   Bridging ocean color observations of the 1980s and 2000s in search of long-term trends [J].
Antoine, D ;
Morel, A ;
Gordon, HR ;
Banzon, VF ;
Evans, RH .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2005, 110 (C6) :1-22
[3]   Factors challenging our ability to detect long-term trends in ocean chlorophyll [J].
Beaulieu, C. ;
Henson, S. A. ;
Sarmiento, Jorge L. ;
Dunne, J. P. ;
Doney, S. C. ;
Rykaczewski, R. R. ;
Bopp, L. .
BIOGEOSCIENCES, 2013, 10 (04) :2711-2724
[4]   Climate-driven trends in contemporary ocean productivity [J].
Behrenfeld, Michael J. ;
O'Malley, Robert T. ;
Siegel, David A. ;
McClain, Charles R. ;
Sarmiento, Jorge L. ;
Feldman, Gene C. ;
Milligan, Allen J. ;
Falkowski, Paul G. ;
Letelier, Ricardo M. ;
Boss, Emmanuel S. .
NATURE, 2006, 444 (7120) :752-755
[5]   THE LOGNORMAL-DISTRIBUTION AS A MODEL FOR BIOOPTICAL VARIABILITY IN THE SEA [J].
CAMPBELL, JW .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 1995, 100 (C7) :13237-13254
[6]  
Conkright M. E., 2002, NOAA ATLAS NESDIS, V42
[7]   Assimilation of SeaWiFS ocean chlorophyll data into a three-dimensional global ocean model [J].
Gregg, Watson W. .
JOURNAL OF MARINE SYSTEMS, 2008, 69 (3-4) :205-225
[8]   Modeling coccolithophores in the global oceans [J].
Gregg, Watson W. ;
Casey, Nancy W. .
DEEP-SEA RESEARCH PART II-TOPICAL STUDIES IN OCEANOGRAPHY, 2007, 54 (5-7) :447-477
[9]   Sampling biases in MODIS and SeaWiFS ocean chlorophyll data [J].
Gregg, Watson W. ;
Casey, Nancy W. .
REMOTE SENSING OF ENVIRONMENT, 2007, 111 (01) :25-35
[10]   Improving the consistency of ocean color data: A step toward climate data records [J].
Gregg, Watson W. ;
Casey, Nancy W. .
GEOPHYSICAL RESEARCH LETTERS, 2010, 37