Associations among temperature, sea ice and phytoplankton bloom dynamics in the Barents Sea

被引:30
作者
Dong, Kaixing [1 ]
Kvile, Kristina Oie [1 ,2 ]
Stenseth, Nils Chr [1 ]
Stige, Leif Chr [1 ]
机构
[1] Univ Oslo, CEES, Dept Biosci, POB 1066, N-0316 Oslo, Norway
[2] Woods Hole Oceanog Inst, Dept Biol, Woods Hole, MA 02543 USA
关键词
Barents Sea; Phytoplankton bloom; Sea ice; Temperature; Generalized additive models; CALANUS-GLACIALIS; CLIMATE-CHANGE; IMPACT; SIZE; LIFE; THRESHOLDS; METABOLISM; PHENOLOGY; EARLIER; LAKES;
D O I
10.3354/meps13218
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Variations in physical conditions caused by climate change are likely to have large influences on marine organisms, including phytoplankton. Here, we investigated associations between satellite-derived chlorophyll a data from the Barents Sea and 2 key abiotic factors: sea surface temperature and sea-ice concentration. Specifically, we investigated how climate variability, through the measured physical factors, associated with phytoplankton phenology between 1998 and 2014. Associations between sea surface temperature and phytoplankton bloom dynamics differed depending on the area. The spring phytoplankton bloom occurred earlier and had higher magnitude in warm compared to cold years in the northern part of the Barents Sea, but there was no significant association in the southern part. In seasonally ice-covered regions, the association between the timing of the sea-ice retreat and the phytoplankton peak was nonlinear: sea-ice retreat time before mid-May was not associated with bloom timing, whereas the phytoplankton bloom occurred before or immediately following the ice retreat when the ice retreated after mid-May. Although drivers that are relatively constant across years, such as insolation, probably influenced the spatial gradient in chlorophyll, a space-for-time substitution captured the predicted effects of sea-ice retreat on the timing and magnitude of the phytoplankton bloom quite well.
引用
收藏
页码:25 / 36
页数:12
相关论文
共 71 条
[1]  
[Anonymous], MGCV GAMS GCV SMOOTH
[2]  
[Anonymous], 2006, Generalized Additive Models: An Introduction with R
[3]   Parameterization of vertical chlorophyll a in the Arctic Ocean: impact of the subsurface chlorophyll maximum on regional, seasonal, and annual primary production estimates [J].
Ardyna, M. ;
Babin, M. ;
Gosselin, M. ;
Devred, E. ;
Belanger, S. ;
Matsuoka, A. ;
Tremblay, J. -E. .
BIOGEOSCIENCES, 2013, 10 (06) :4383-4404
[4]   Continued increases in Arctic Ocean primary production [J].
Arrigo, Kevin R. ;
van Dijken, Gert L. .
PROGRESS IN OCEANOGRAPHY, 2015, 136 :60-70
[5]   Sea Ice Ecosystems [J].
Arrigo, Kevin R. .
ANNUAL REVIEW OF MARINE SCIENCE, VOL 6, 2014, 6 :439-467
[6]   Massive Phytoplankton Blooms Under Arctic Sea Ice [J].
Arrigo, Kevin R. ;
Perovich, Donald K. ;
Pickart, Robert S. ;
Brown, Zachary W. ;
van Dijken, Gert L. ;
Lowry, Kate E. ;
Mills, Matthew M. ;
Palmer, Molly A. ;
Balch, William M. ;
Bahr, Frank ;
Bates, Nicholas R. ;
Benitez-Nelson, Claudia ;
Bowler, Bruce ;
Brownlee, Emily ;
Ehn, Jens K. ;
Frey, Karen E. ;
Garley, Rebecca ;
Laney, Samuel R. ;
Lubelczyk, Laura ;
Mathis, Jeremy ;
Matsuoka, Atsushi ;
Mitchell, B. Greg ;
Moore, G. W. K. ;
Ortega-Retuerta, Eva ;
Pal, Sharmila ;
Polashenski, Chris M. ;
Reynolds, Rick A. ;
Schieber, Brian ;
Sosik, Heidi M. ;
Stephens, Michael ;
Swift, James H. .
SCIENCE, 2012, 336 (6087) :1408-1408
[7]   Quantifying the Influence of Atlantic Heat on Barents Sea Ice Variability and Retreat [J].
Arthun, M. ;
Eldevik, T. ;
Smedsrud, L. H. ;
Skagseth, O. ;
Ingvaldsen, R. B. .
JOURNAL OF CLIMATE, 2012, 25 (13) :4736-4743
[8]   Leads in Arctic pack ice enable early phytoplankton blooms below snow-covered sea ice [J].
Assmy, Philipp ;
Fernandez-Mendez, Mar ;
Duarte, Pedro ;
Meyer, Amelie ;
Randelhoff, Achim ;
Mundy, Christopher J. ;
Olsen, Lasse M. ;
Kauko, Hanna M. ;
Bailey, Allison ;
Chierici, Melissa ;
Cohen, Lana ;
Doulgeris, Anthony P. ;
Ehn, Jens K. ;
Fransson, Agneta ;
Gerland, Sebastian ;
Hop, Haakon ;
Hudson, Stephen R. ;
Hughes, Nick ;
Itkin, Polona ;
Johnsen, Geir ;
King, Jennifer A. ;
Koch, Boris P. ;
Koenig, Zoe ;
Kwasniewski, Slawomir ;
Laney, Samuel R. ;
Nicolaus, Marcel ;
Pavlov, Alexey K. ;
Polashenski, Christopher M. ;
Provost, Christine ;
Rosel, Anja ;
Sandbu, Marthe ;
Spreen, Gunnar ;
Smedsrud, Lars H. ;
Sundfjord, Arild ;
Taskjelle, Torbjorn ;
Tatarek, Agnieszka ;
Wiktor, Jozef ;
Wagner, Penelope M. ;
Wold, Anette ;
Steen, Harald ;
Granskog, Mats A. .
SCIENTIFIC REPORTS, 2017, 7
[9]   The Molecular Ecophysiology of Programmed Cell Death in Marine Phytoplankton [J].
Bidle, Kay D. .
ANNUAL REVIEW OF MARINE SCIENCE, VOL 7, 2015, 7 :341-375
[10]   A review of ocean color remote sensing methods and statistical techniques for the detection, mapping and analysis of phytoplankton blooms in coastal and open oceans [J].
Blondeau-Patissier, David ;
Gower, James F. R. ;
Dekker, Arnold G. ;
Phinn, Stuart R. ;
Brando, Vittorio E. .
PROGRESS IN OCEANOGRAPHY, 2014, 123 :123-144