Constructing the three-dimensional structure of an anticyclonic eddy with the optimal configuration of an underwater glider network

Abstract Mesoscale eddies, as a considerable transporter of ocean heat, dissolved oxygen and other biochemical tracers, have an important influence on the distribution of marine resources and global climate change. The observation of their three-dimensional (3D) structure will facilitate the understanding of eddy dynamics. Underwater gliders have been applied in observing the mesoscale eddies in recent years. The main objective of this paper is to determine the optimal configuration of an underwater glider network for reconstructing the 3D structure of an anticyclonic eddy in the northern South China Sea. Based on a simple parameterized model for the temperature anomaly field of the eddy, a numerical experiment was performed to test three glider network topologies (two perpendicular parallel patterns and one crossing pattern). A comprehensive metric combining three metrics was proposed to evaluate the reconstruction performance. The relationship between the metric and configuration of the glider network including the number and allocation was revealed. Comparing the reconstruction performance of different configurations, the optimal number and topology of gliders in the network were determined. The numerical results demonstrate the efficiency of the glider network with an appropriate configuration in observing the 3D structure of a mesoscale eddy. From August 4 to 29, 2017, a field experiment was conducted by Tianjin University in northern South China Sea to verify the simulation results. The results of this research can be applied to the design of glider networks for observing the mesoscale eddies’ 3D structure in situ.

[1]  N. Maximenko,et al.  Coherent mesoscale eddies in the North Atlantic subtropical gyre: 3‐D structure and transport with application to the salinity maximum , 2017 .

[2]  Zhaoyong Mao,et al.  Layout optimization of landing gears for an underwater glider based on particle swarm algorithm , 2018 .

[3]  Jianyu Hu,et al.  Observed three-dimensional structure of a cold eddy in the southwestern South China Sea , 2011 .

[4]  Wei Zhao,et al.  A mesoscale eddy pair southwest of Taiwan and its influence on deep circulation , 2013 .

[5]  Naomi Ehrich Leonard,et al.  Coordinated control of an underwater glider fleet in an adaptive ocean sampling field experiment in Monterey Bay , 2010, J. Field Robotics.

[6]  Ananda Pascual,et al.  Glider and satellite high resolution monitoring of a mesoscale eddy in the algerian basin: Effects on the mixed layer depth and biochemistry , 2016 .

[7]  Daniel L. Rudnick,et al.  On sampling the ocean using underwater gliders , 2011 .

[8]  Lian Lian,et al.  Toward Optimal Rendezvous of Multiple Underwater Gliders: 3D Path Planning with Combined Sawtooth and Spiral Motion , 2016, Journal of Intelligent & Robotic Systems.

[9]  Zhiliang Wu,et al.  Coordinate Control, Motion Optimization and Sea Experiment of a Fleet of Petrel-II Gliders , 2018 .

[10]  D. Chelton,et al.  Global observations of nonlinear mesoscale eddies , 2011 .

[11]  Ramasamy Venkatesan,et al.  Observing the Oceans in Real Time , 2018 .

[12]  Yuanliang Ma,et al.  Reconstructing Sound speed profiles worldwide with Sea surface data , 2018, Applied Ocean Research.

[13]  Yuping Guan,et al.  Three‐dimensional oceanic eddy analysis in the Southern California Bight from a numerical product , 2012 .

[14]  James H. Faghmous,et al.  A daily global mesoscale ocean eddy dataset from satellite altimetry , 2015, Scientific Data.

[15]  Xiaofeng Yang,et al.  Mesoscale Eddies in the Northwestern Pacific Ocean: Three-Dimensional Eddy Structures and Heat/Salt Transports , 2017 .

[16]  Qiang Wang,et al.  Field-observation for an anticyclonic mesoscale eddy consisted of twelve gliders and sixty-two expendable probes in the northern South China Sea during summer 2017 , 2018, Science China Earth Sciences.

[17]  Huijie Xue,et al.  Glider-observed anticyclonic eddy in northern South China Sea , 2016 .

[18]  Aiqun Zhang,et al.  Tracking control of underwater gliders in ocean mesoscale eddies observation task , 2016, OCEANS 2016 MTS/IEEE Monterey.

[19]  B. Qiu,et al.  Interannual to Multidecadal Forcing of Mesoscale Eddy Kinetic Energy in the Subtropical Southern Indian Ocean , 2018, Journal of Geophysical Research: Oceans.

[20]  R. Davis,et al.  The autonomous underwater glider "Spray" , 2001 .

[21]  Yu Jiancheng,et al.  An irregularly shaped warm eddy observed by Chinese underwater gliders , 2018, Journal of Oceanography.

[22]  Zhifei Liu,et al.  Mesoscale eddies transport deep-sea sediments , 2014, Scientific Reports.

[23]  Jingsong Yang,et al.  Three-dimensional properties of mesoscale eddies in the South China Sea based on eddy-resolving model output , 2015 .

[24]  R. Greatbatch,et al.  The formation of a subsurface anticyclonic eddy in the Peru‐Chile Undercurrent and its impact on the near‐coastal salinity, oxygen, and nutrient distributions , 2016 .

[25]  A. Bosse,et al.  The Lofoten Basin eddy: Three years of evolution as observed by Seagliders: THE LOFOTEN BASIN EDDY , 2017 .

[26]  Wei Wang,et al.  Universal structure of mesoscale eddies in the ocean , 2013 .

[27]  Oscar Pizarro,et al.  Vertical structure of mesoscale eddies in the eastern South Pacific Ocean: A composite analysis from altimetry and Argo profiling floats , 2011 .

[28]  Fumin Zhang,et al.  Real-Time Guidance of Underwater Gliders Assisted by Predictive Ocean Models , 2015 .

[29]  D. Griffin,et al.  The effect of surface flooding on the physical-biogeochemical dynamics of a warm-core eddy off southeast Australia , 2011 .

[30]  P. Testor,et al.  A Glider Network Design Study for a Synoptic View of the Oceanic Mesoscale Variability , 2013 .

[31]  A. Bower,et al.  Structure and Formation of Anticyclonic Eddies in the Iceland Basin , 2018, Journal of Geophysical Research: Oceans.

[32]  Fumin Zhang,et al.  Marine information technology: the best is yet to come , 2018, Frontiers of Information Technology & Electronic Engineering.

[33]  David M. Fratantoni,et al.  UNDERWATER GLIDERS FOR OCEAN RESEARCH , 2004 .

[34]  D. Stammer Global Characteristics of Ocean Variability Estimated from Regional TOPEX/POSEIDON Altimeter Measurements , 1997 .

[35]  Yinghui He,et al.  The correlation of the surface circulation between the Western Pacific and the South China Sea from satellite altimetry data , 2010 .

[36]  C. C. Eriksen,et al.  Seaglider: a long-range autonomous underwater vehicle for oceanographic research , 2001 .

[37]  Haigang Zhan,et al.  A New Assessment of Mesoscale Eddies in the South China Sea: Surface Features, Three‐Dimensional Structures, and Thermohaline Transports , 2018, Journal of Geophysical Research: Oceans.

[38]  Aníbal Ollero,et al.  Persistent monitoring with a team of autonomous gliders using static soaring , 2014, 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[39]  A. Ishida,et al.  Enhanced role of eddies in the Arctic marine biological pump , 2014, Nature Communications.

[40]  P. Lin,et al.  Mesoscale eddies in the northwestern subtropical Pacific Ocean: Statistical characteristics and three-dimensional structures , 2013 .

[41]  Wei Zhao,et al.  Observed 3D Structure, Generation, and Dissipation of Oceanic Mesoscale Eddies in the South China Sea , 2016, Scientific Reports.

[42]  K. Mann,et al.  Dynamics of marine ecosystems:biological-physical interactions in the oceans , 1992 .

[43]  You Liu,et al.  Theoretical and experimental study of anti-helical motion for underwater glider , 2016 .

[44]  David Meyer Glider Technology for Ocean Observations: A Review , 2016 .

[45]  Philip L. Richardson,et al.  Eddy kinetic energy in the North Atlantic from surface drifters , 1983 .

[46]  Y. Shu,et al.  Progress on shelf and slope circulation in the northern South China Sea , 2018, Science China Earth Sciences.

[47]  Charles C. Eriksen,et al.  Glider observations of kinematics in a Gulf of Alaska eddy , 2009 .