Satellite remote sensing of primary productivity in the Bering and Chukchi Seas using an absorption-based approach

被引:31
作者
Hirawake, Toru [1 ]
Shinmyo, Katsuhito [2 ]
Fujiwara, Amane [2 ]
Saitoh, Sei-ichi [1 ]
机构
[1] Hokkaido Univ, Fac Fisheries Sci, Hakodate, Hokkaido 0408611, Japan
[2] Hokkaido Univ, Grad Sch Fisheries Sci, Hakodate, Hokkaido 0408611, Japan
关键词
absorption coefficient; Arctic Ocean; Bering Sea; Chukchi Sea; coloured dissolved organic matter (CDOM); ocean colour remote sensing; primary productivity; INHERENT OPTICAL-PROPERTIES; ARCTIC-OCEAN; ICE COVER; PHYTOPLANKTON; COLOR; PACIFIC; MODEL; COEFFICIENTS; PATTERNS; SHELF;
D O I
10.1093/icesjms/fss111
中图分类号
S9 [水产、渔业];
学科分类号
0908 ;
摘要
Ocean colour remote sensing has been utilized for studying primary productivity in the Arctic Ocean. However, phytoplankton chlorophyll a (Chl a) is not predicted accurately because of the interference of coloured dissolved organic matter (CDOM) and non-algal particles (NAP). To enhance the estimation accuracy, a phytoplankton absorption-based primary productivity model (ABPM) was applied to the Bering and Chukchi Seas. The phytoplankton absorption coefficient was determined correctly from sea surface remote sensing reflectance (R-rs) and reduced the effect of CDOM and NAP in primary productivity (PPeu) estimates. PPeu retrieved from in situ R-rs using the ABPM satisfied a factor of 2 of measured values. PPeu estimated from the Moderate Resolution Imaging Spectroradiometer R-rs data were within the range of historical values. These estimated PPeu values were less than half of those of the model based on Chl a, and the difference between the two models reflected the influence of CDOM and NAP absorptions. Interannual variation in August and September over the period 2002-2010 showed an increase in primary productivity. The increase in 2007 was especially large, by a factor of 1.51-2.71, compared with 2006. The significant temporal increase in productivity detected here differs from earlier studies that detected little, if any, change in the region.
引用
收藏
页码:1194 / 1204
页数:11
相关论文
共 51 条
[1]   OCEANOGRAPHY OF THE EASTERN BERING SEA ICE-EDGE ZONE IN SPRING [J].
ALEXANDER, V ;
NIEBAUER, HJ .
LIMNOLOGY AND OCEANOGRAPHY, 1981, 26 (06) :1111-1125
[2]   Secular trends in Arctic Ocean net primary production [J].
Arrigo, Kevin R. ;
van Dijken, Gert L. .
JOURNAL OF GEOPHYSICAL RESEARCH-OCEANS, 2011, 116
[3]   Impact of a shrinking Arctic ice cover on marine primary production [J].
Arrigo, Kevin R. ;
van Dijken, Gert ;
Pabi, Sudeshna .
GEOPHYSICAL RESEARCH LETTERS, 2008, 35 (19)
[4]  
Austin R.W., 1974, Optical aspects of oceanography, P317
[5]   Photosynthetic rates derived from satellite-based chlorophyll concentration [J].
Behrenfeld, MJ ;
Falkowski, PG .
LIMNOLOGY AND OCEANOGRAPHY, 1997, 42 (01) :1-20
[6]   September sea-ice cover in the Arctic Ocean projected to vanish by 2100 [J].
Boe, Julien ;
Hall, Alex ;
Qu, Xin .
NATURE GEOSCIENCE, 2009, 2 (05) :341-343
[7]   SPECTRAL ABSORPTION-COEFFICIENTS OF LIVING PHYTOPLANKTON AND NONALGAL BIOGENOUS MATTER - A COMPARISON BETWEEN THE PERU UPWELLING AREA AND THE SARGASSO SEA [J].
BRICAUD, A ;
STRAMSKI, D .
LIMNOLOGY AND OCEANOGRAPHY, 1990, 35 (03) :562-582
[8]   Comparison of algorithms for estimating ocean primary production from surface chlorophyll, temperature, and irradiance [J].
Campbell, J ;
Antoine, D ;
Armstrong, R ;
Arrigo, K ;
Balch, W ;
Barber, R ;
Behrenfeld, M ;
Bidigare, R ;
Bishop, J ;
Carr, ME ;
Esaias, W ;
Falkowski, P ;
Hoepffner, N ;
Iverson, R ;
Kiefer, D ;
Lohrenz, S ;
Marra, J ;
Morel, A ;
Ryan, J ;
Vedernikov, V ;
Waters, K ;
Yentsch, C ;
Yoder, J .
GLOBAL BIOGEOCHEMICAL CYCLES, 2002, 16 (03)
[9]   Abrupt decline in the Arctic winter sea ice cover [J].
Comiso, Josefino C. .
GEOPHYSICAL RESEARCH LETTERS, 2006, 33 (18)
[10]   Transformation of global satellite chlorophyll retrievals with a regionally tuned algorithm [J].
Cota, GF ;
Wang, H ;
Comiso, JC .
REMOTE SENSING OF ENVIRONMENT, 2004, 90 (03) :373-377