Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory

被引:31
作者
Osterloff, Jonas [1 ]
Nilssen, Ingunn [2 ]
Jarnegren, Johanna [3 ]
Van Engeland, Tom [4 ,6 ]
Buhl-Mortensen, Pal [5 ]
Nattkemper, Tim W. [1 ]
机构
[1] Bielefeld Univ, Fac Technol, Biodata Min Grp, POB 33501, Bielefeld, Germany
[2] Equinor, Res & Technol, N-7005 Trondheim, Norway
[3] Norwegian Inst Nat Res, POB 5685, N-7485 Trondheim, Norway
[4] Univ Utrecht, Dept Estuarine & Delta Syst, NIOZ Royal Netherlands Inst Sea Res, Korringaweg 7, NL-4401NT Yerseke, Netherlands
[5] Inst Marine Res, Res Grp Benth Habitat, N-5817 Bergen, Norway
[6] Univ Antwerp, Ecosyst Management Grp, Dept Biol, Univ Pl 1, B-2610 Antwerp, Belgium
关键词
DIEL VERTICAL MIGRATION; WATER CORAL COMMUNITY; CALANUS-FINMARCHICUS; REEFS; HABITAT; BANK; SEA; ASTAXANTHIN; TOLERANCE; ECOSYSTEM;
D O I
10.1038/s41598-019-41275-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
An array of sensors, including an HD camera mounted on a Fixed Underwater Observatory (FUO) were used to monitor a cold-water coral (Lophelia pertusa) reef in the Lofoten-Vesteralen area from April to November 2015. Image processing and deep learning enabled extraction of time series describing changes in coral colour and polyp activity (feeding). The image data was analysed together with data from the other sensors from the same period, to provide new insights into the short- and long-term dynamics in polyp features. The results indicate that diurnal variations and tidal current influenced polyp activity, by controlling the food supply. On a longer time-scale, the coral's tissue colour changed from white in the spring to slightly red during the summer months, which can be explained by a seasonal change in food supply. Our work shows, that using an effective integrative computational approach, the image time series is a new and rich source of information to understand and monitor the dynamics in underwater environments due to the high temporal resolution and coverage enabled with FUOs.
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页数:12
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