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Structure and tectonics of the continental margins of India and the adjacent deep ocean basins:current status of knowledge and some unresolved problems 被引量:1
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作者 V.Yatheesh 《Episodes》 2020年第1期586-608,共23页
The Indian Ocean and the bordering continental margins are characterized by a number of tectonic features consisting of deep ocean basins,aseismic ridges/submarine plateaus and seamounts.Marine geophysical studies car... The Indian Ocean and the bordering continental margins are characterized by a number of tectonic features consisting of deep ocean basins,aseismic ridges/submarine plateaus and seamounts.Marine geophysical studies carried out over these regions for the past four decades have led to an increased understanding of the formation and evolution of these features. 展开更多
关键词 tectonic features aseismic ridges Indian ocean submarine plateaus deep ocean basinsaseismic TECTONICS SEAMOUNTS deep ocean basins
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Development of A Deep Ocean Electric Autonomous Manipulator 被引量:5
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作者 肖治琥 徐国华 +3 位作者 彭复员 唐国元 申雄 杨波 《China Ocean Engineering》 SCIE EI 2011年第1期159-168,共10页
This paper describes an underwater 3500 m electric manipulator (named Huahai-4E, stands for four functions deep ocean electric manipulator in China), which has been developed at underwater manipulation technology la... This paper describes an underwater 3500 m electric manipulator (named Huahai-4E, stands for four functions deep ocean electric manipulator in China), which has been developed at underwater manipulation technology lab in Huazhong University of Science and Technology (HUST) for a test bed of studying of deep ocean manipulation technologies. The manipulator features modular integration joints, and layered architecture control system. The oil-filled, pressure-compensated joint is compactly designed and integrated of a permanent magnet (PM) brushless motor, a drive circuit, a harmonic gear and an angular feedback potentiometer. The underwater control system is based on a network and consisted of three embedded PC/104 computers which are used for servo control, task plan and target sensor respectively. They communicate through User Datagram Protocol (UDP) multicast communication in Vxworks OS. A supervisor PC with a virtual 3D GUI is fiber linked to underwater control system. Furthermore, the manipulator is equipped with a sensor system including a unique ultra-sonic probe array and an underwater camera. Autonomous grasp strategy based multi-sensor is studied. The results of watertight test in 40 MPa, joint's efficiency test and autonomous grasp experiments in tank are also presented. 展开更多
关键词 underwater electric manipulator deep ocean integration joints autonomous grasp
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Feasibility investigation on deep ocean compact autonomous Raman spectrometer developed for in-situ detection of acid radical ions 被引量:11
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作者 杜增丰 李颖 +2 位作者 陈靓 郭金家 郑荣儿 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2015年第2期545-550,共6页
A newly developed Deep Ocean Compact Autonomous Raman Spectrometer (DOCARS) system is introduced and used for in-situ detection of acid radical ions in this paper. To evaluate the feasibility and capability of DOCAR... A newly developed Deep Ocean Compact Autonomous Raman Spectrometer (DOCARS) system is introduced and used for in-situ detection of acid radical ions in this paper. To evaluate the feasibility and capability of DOCARS for quantitative analysis of the acid radical ions in the deep ocean, extensive investigations have been carried out both in laboratory and sea trials during the development phase. In the laboratory investigations, Raman spectra of the prepared samples (acid radical ions solutions) were obtained, and analyzed using the method of internal standard normalization in data processing. The Raman signal of acid radical ions was normalized by that of water molecules. The calibration curve showed that the normalized Raman signal intensity of SO4^2-, NO3^-, and HCO^-3 increases linearly as the concentration rises with correlation coefficient R^2 of 0.99, 0.99, and 0.98 respectively. The linear function obtained from the calibration curve was then used for the analysis of the spectra ,data acquired in the sea trial under a simulating chemical field in the deep-sea environment. It was found that the detected concentration of NO3 according to the linear function can reflect the concentration changes of NO~ after the sample was released, and the detection accuracy of the DOCARS system for SO^2-_4 is 8%. All the results showed that the DOCARS system has great potential in quantitative detection of acid radical ions under the deep-sea environment, while the sensitivity of the DOCARS system is expected to be improved. 展开更多
关键词 laser Raman spectroscopy deep ocean Compact Autonomous Raman Spectrometer (DOCARS) acid radical ions
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A Simple Method for Source Depth Estimation with Multi-path Time Delay in Deep Ocean 被引量:2
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作者 杨坤德 杨秋龙 +1 位作者 郭晓乐 曹然 《Chinese Physics Letters》 SCIE CAS CSCD 2016年第12期86-90,共5页
A method of source depth estimation based on the multi-path time delay difference is proposed. When the minimum time arrivals in all receiver depths are snapped to a certain time on time delay-depth plane, time delay ... A method of source depth estimation based on the multi-path time delay difference is proposed. When the minimum time arrivals in all receiver depths are snapped to a certain time on time delay-depth plane, time delay arrivals of surface-bottom reflection and bottom-surface reflection intersect at the source depth. Two hydrophones deployed vertically with a certain interval are required at least. If the receiver depths are known, the pair of time delays can be used to estimate the source depth. With the proposed method the source depth can be estimated successfully in a moderate range in the deep ocean without complicated matched-field calculations in the simulations and experiments. 展开更多
关键词 of on with A Simple Method for Source Depth Estimation with Multi-path Time Delay in deep ocean for in IS SOURCE
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Detecting Regional Deep Ocean Warming below 2000 Meter Based on Altimetry,GRACE,Argo,and CTD Data 被引量:1
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作者 Yuanyuan YANG Min ZHONG +1 位作者 Wei FENG Dapeng MU 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2021年第10期1778-1790,共13页
The deep ocean below 2000 m is a large water body with the sparsest data coverage,challenging the closure of the sea-level budget and the estimation of the Earth’s energy imbalance.Whether the deep ocean below 2000 m... The deep ocean below 2000 m is a large water body with the sparsest data coverage,challenging the closure of the sea-level budget and the estimation of the Earth’s energy imbalance.Whether the deep ocean below 2000 m is warming globally has been debated in the recent decade.However,as the regional signals are generally larger than the global average,it is intriguing to investigate the regional temperature changes.Here,we adopt an indirect method that combines altimetry,GRACE,and Argo data to examine the global and regional deep ocean temperature changes below 2000 m.The consistency between high-quality conductivity-temperature-depth(CTD)data from repeated hydrographic sections and our results confirms the validity of the indirect method.We find that the deep oceans are warming in the Middle East Indian Ocean,the subtropical North and Southwest Pacific,and the Northeast Atlantic,but cooling in the Northwest Atlantic and Southern oceans from 2005 to 2015. 展开更多
关键词 deep ocean warming GRACE ARGO GO-SHIP ALTIMETRY
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Numerical Simulation of Installation Process and Uplift Resistance for An Integrated Suction Foundation in Deep Ocean 被引量:1
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作者 李英 杨树耕 于书铭 《China Ocean Engineering》 SCIE EI CSCD 2016年第1期33-46,共14页
A concept design, named integrated suction foundation, is proposed for a tension leg platform(TLP) in deep ocean. The most important improvement in comparing with the traditional one is that a pressure-resistant sto... A concept design, named integrated suction foundation, is proposed for a tension leg platform(TLP) in deep ocean. The most important improvement in comparing with the traditional one is that a pressure-resistant storage module is designed. It utilizes the high hydrostatic pressure in deep ocean to drive water into the module to generate negative pressure for bucket suction. This work aims to further approve the feasibility of the concept design in the aspect of penetration installation and the uplift force in-place. Seepage is generated during suction penetration, and can have both positive and negative effects on penetration process. To study the effect of seepage on the penetration process of the integrated suction foundation, finite element analysis(FEA) is carried out in this work. In particular, an improved methodology to calculate the penetration resistance is proposed for the integrated suction foundation with respect to the reduction factor of penetration resistance. The maximum allowable negative pressure during suction penetration is calculated with the critical hydraulic gradient method through FEA. The simulation results of the penetration process show that the integrated suction foundation can be installed safely. Moreover, the uplift resistance of the integrated suction foundation is calculated and the feasibility of the integrated suction foundation working on-site is verified. In all, the analysis in this work further approves the feasibility of the integrated suction foundation for TLPs in deep ocean applications. 展开更多
关键词 integrated suction foundation penetration resistance TLP finite element analysis deep ocean
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Clean and Safe Supply of Fish and Shellfish to Clear the HACCP Regulation by Use of Clean and Cold Deep Ocean Water in Rausu,Hokkaido,Japan
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作者 Masayuki Mac Takahashi Kazunori Yamashita 《Journal of Ocean University of China》 SCIE CAS 2005年第3期219-223,共5页
For the supply of fish and shellfish to consumers in fresh condition, clean handling after catch from the sea is essential. According to HACCP (Hazard Analysis and Critical Control Points), it is important to meet s... For the supply of fish and shellfish to consumers in fresh condition, clean handling after catch from the sea is essential. According to HACCP (Hazard Analysis and Critical Control Points), it is important to meet such requirement by keeping fish and shellfish under a certain low temperature and clean conditions after catching. The deep ocean water (DOW) characterized by low temperature and cleanliness has been chosen for fish and shellfish handlings, particularly for salmon, cod, and sea urchin in Town 'Rausu' in Hokkaido, Japan. DOW below 2.9℃ of an amount of nearly 5 000 m^3 is planned to be pumped up every day from a depth of about 350 m, and temporarily stored in a large simulated tank on land. DOW is then supplied to fish boats through hydrants distributed throughout the harbor and used for keeping salmon in clean and cold conditions. Ice made from DOW is also used for lowering temperature if necessary. DOW and ice made from DOW are also used during the transportation of fish and shellfish. The entire system is scheduled to be completed by the summer of 2005. 展开更多
关键词 deep ocean water fish and shellfish handling clean and safe supply
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Solution to Long-Range Continuous and Precise Positioning in Deep Ocean for Autonomous Underwater Vehicles Using Acoustic Range Estimation and Inertial Sensor Measurements
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作者 YANG Tao ZHAO Jiankang 《Journal of Shanghai Jiaotong university(Science)》 EI 2022年第3期281-297,共17页
Although advances in research into autonomous underwater vehicles(AUVs)have been made to extend their working depth and endurance,underwater experiments and missions remain to be restricted by the positioning performa... Although advances in research into autonomous underwater vehicles(AUVs)have been made to extend their working depth and endurance,underwater experiments and missions remain to be restricted by the positioning performance of AUVs.With the Global Navigation Satellite System(GNSS)precluded due to the rapid attenuation of radio signals in underwater environments,acoustic positioning methods serve as an effective substitution.A long-range continuous and precise positioning solution for AUVs in deep ocean is proposed in this study,relying on acoustic signals from beacons at the same depth and aided by onboard inertial sensors.A signal system is investigated to provide time of arrival(TOA)estimation in a resolution of milliseconds.Without pre-knowledge or local measurement of the accurate sound speed,an AUV is enabled to continuously locate its horizontal position based on rough ranges estimated by an iterative least square(ILS)based algorithm.For better accuracy and robustness,range deviations are compensated with a reference point of known position and outliers in the trajectory are eliminated by an implementation of the extended Kalman filter(EKF)coupled with the state-acceptance filter.The solution is evaluated in simulation experiments with environmental information measured on the spot,providing an average position error from ground truth below 10 m with a standard deviation below 5 m. 展开更多
关键词 autonomous underwater vehicle(AUV) underwater acoustic positioning deep ocean iterative least square(ILS) extended Kalman filter(EKF)
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Geoacoustic Inversion for Bottom Parameters via Bayesian Theory in Deep Ocean
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作者 郭晓乐 杨坤德 马远良 《Chinese Physics Letters》 SCIE CAS CSCD 2017年第3期68-72,共5页
We develop a new approach to estimating bottom parameters based on the Bayesian theory in deep ocean. The solution in a Bayesian inversion is characterized by its posterior probability density (PPD), which combines ... We develop a new approach to estimating bottom parameters based on the Bayesian theory in deep ocean. The solution in a Bayesian inversion is characterized by its posterior probability density (PPD), which combines prior information about the model with information from an observed data set. Bottom parameters are sensitive to the transmission loss (TL) data in shadow zones of deep ocean. In this study, TLs of different frequencies from the South China Sea in the summer of 2014 are used as the observed data sets. The interpretation of the multidimensional PPD requires the calculation of its moments, such as the mean, covariance, and marginal distributions, which provide parameter estimates and uncertainties. Considering that the sensitivities of shallow- zone TLs vary for different frequencies of the bottom parameters in the deep ocean, this research obtains bottom parameters at varying frequencies. Then, the inversion results are compared with the sampling data and the correlations between bottom parameters are determined. Furthermore, we show the inversion results for multi- frequency combined inversion. The inversion results are verified by the experimental TLs and the numerical results, which are calculated using the inverted bottom parameters for different source depths and receiver depths at the corresponding frequency. 展开更多
关键词 TL Geoacoustic Inversion for Bottom Parameters via Bayesian Theory in deep ocean
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Dynamic Analysis of Deep-Ocean Mining Pipe System by Discrete Element Method 被引量:6
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作者 李艳 刘少军 李力 《China Ocean Engineering》 SCIE EI 2007年第1期175-185,共11页
The dynamic analysis of a pipe system is one of the most crucial problems for the entire mining system. A discrete element method (DEM) is proposed for the analysis of a deep-ocean mining pipe system, including the ... The dynamic analysis of a pipe system is one of the most crucial problems for the entire mining system. A discrete element method (DEM) is proposed for the analysis of a deep-ocean mining pipe system, including the lift pipe, pump, buffer and flexible hose. By the discrete element method, the pipe is divided into some rigid elements that are linked by flexible connectors. First, two examples representing static analysis and dynamic analysis respectively are given to show that the DEM model is feasible. Then the three-dimensional DEM model is used for dynamic analysis of the mining pipe system. The dynamic motions of the entire mining pipe system under different work conditions are discussed. Some suggestions are made for the actual operation of deep-ocean mining systems. 展开更多
关键词 discrete element method deep-ocean mining pipe system dynamic analysis
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Study on low-temperature lipase of psychrophilic bacterium 2-5-10-1 isolated from deep sea of Southern Ocean 被引量:5
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作者 Lin Xuezheng1,Yang Xiuxia2,Bian Ji1,Huang Xiaohang1 1. First Institute of Oceanography,State Oceanic Administration,Qingdao 266061,China 2. Fishery College, Ocean University of China,Qingdao 266003,China 《Acta Oceanologica Sinica》 SCIE CAS CSCD 2003年第4期643-649,共7页
A strain of psychrophilic bacterium, 2-5-10-1, which produces low-temperature lipase, is isolated from the deep sea of Prydz Bay in Southern Ocean. The highest lipase secretion of this strain is observed at 5 degreesC... A strain of psychrophilic bacterium, 2-5-10-1, which produces low-temperature lipase, is isolated from the deep sea of Prydz Bay in Southern Ocean. The highest lipase secretion of this strain is observed at 5 degreesC and this temperature is also for optimal growth. Tween 80 and olive oil enhance secretion of lipase. The optimal temperature and pH for lipase activity are 35 degreesC and 7.5 degreesC respectively. At 0degreesC, the lipase still has 37% relative enzyme activity. The lipase shows high thermolability, more than 50% activity lost after incubation at 60 degreesC for 15 min. EDTA has no effect on lipase activity, indicating the lipase activity is independent of divalent cation. In contrast, the lipase activity is inhibited drastically by Cu2+ and Zn2+. 展开更多
关键词 Southern ocean deep sea psychrophilic bacteria low-temperature lipase
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Features and spatial distribution of circumpolar deep water in the southern Indian Ocean and the effects of Antarctic circum polar current 被引量:1
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作者 蒲书箴 董兆乾 +2 位作者 于卫东 卢燕 项宝强 《Chinese Journal of Polar Science》 2007年第2期100-109,共10页
The data from the Southern Ocean observations of World Ocean Circulation Experiment (WOCE) are used for analysis and illustration of the features and spatial distributions of Circumpolar Deep Water (CDW) in the so... The data from the Southern Ocean observations of World Ocean Circulation Experiment (WOCE) are used for analysis and illustration of the features and spatial distributions of Circumpolar Deep Water (CDW) in the southern Indian Ocean. It is learnt from the comparison among the vertical distributions of temperature/ salinity/oxygen along the 30°E, 90°E and 145°E sections respectively that some different features of CDW and the fronts can be found at those longitudes, and those differences can be attributed to the zonal transoceanic flow and the merizonal movement in the Circumpolar Deep Water. In fact, the zonal transoceanic flow is the main dynamic factor for the water exchange between the Pacific Ocean and the /ndian Ocean or between the Atlantic Ocean and the Indian Ocean, and for the effects on the spatial distributions of the physical properties in CDW. 展开更多
关键词 Southern Indian ocean Circumpolar deep Water Water mass properties spatial distributions.
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Proof of Six-Wave Resonance Conditions of Ocean Surface Gravity Waves in Deep Water
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作者 LIN Guo-bin HUANG Hu 《China Ocean Engineering》 SCIE EI CSCD 2019年第6期734-738,共5页
A necessary big step up in the modern water wave theories and their widespread application in ocean engineering is how to obtain 6-wave resonance conditions and to prove it. In the light of the existing forms and char... A necessary big step up in the modern water wave theories and their widespread application in ocean engineering is how to obtain 6-wave resonance conditions and to prove it. In the light of the existing forms and characteristics of 3-wave, 4-wave and 5-wave resonance conditions, the 6-wave resonance conditions are proposed and proved for currently a maximum wave-wave resonance interactions of the ocean surface gravity waves in deep water, which will be indispensable to both the Kolmogorov spectrum of the corresponding universal wave turbulence and a synthetic 4-5-6-wave resonant model for the ocean surface gravity waves. 展开更多
关键词 6-wave resonance conditions PROOF ocean surface gravity waves in deep water wave turbulence
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Challenges of deep-sea biodiversity assessments in the Southern Ocean
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作者 Angelika Brandt Huw Griffi ths +5 位作者 Julian Gutt Katrin Linse Stefano Schiaparelli Tosca Ballerini Bruno Danis Olaf Pfannkuche 《Advances in Polar Science》 2014年第3期204-212,共9页
Despite recent progress in deep-sea biodiversity assessments in the Southern Ocean (SO), there remain gaps in our knowledge that hamper efficient deep-sea monitoring in times of rapid climate change. These include g... Despite recent progress in deep-sea biodiversity assessments in the Southern Ocean (SO), there remain gaps in our knowledge that hamper efficient deep-sea monitoring in times of rapid climate change. These include geographical sampling bias, depth and size-dependent faunal gaps in biology, ecology, distribution, and phylogeography, and the evolution of SO species. The phenomena of species patchiness and rarity are still not well understood, possibly because of our limited understanding of physiological adaptations and thresholds. Even though some shallow water species have been investigated physiologically, community-scale studies on the effects of multiple stressors related to ongoing environmental change, including temperature rise, ocean acidification, and shifts in deposition of phytoplankton, are completely unknown for deep-sea organisms. Thus, the establishment of long-term and coordinated monitoring programs, such as those rapidly growing under the umbrella of the Southern Ocean Observing System (SOOS) or the Deep Ocean Observing Strategy (DOOS), may represent unique tools for measuring the status and trends of deep-sea and SO ecosystems. 展开更多
关键词 biodiversity assessment Southern ocean deep sea GAPS limits MONITORING
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Autosub6000:A Deep Diving Long Range AUV 被引量:18
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作者 Stephen McPhail 《Journal of Bionic Engineering》 SCIE EI CSCD 2009年第1期55-62,共8页
With an ultimate range up to 1000 km,a maximum operating depth of 6000 m,and a generous payload capacity,Autosub6000 is well placed to become one of the world's most capable deep diving Autonomous Underwater Vehic... With an ultimate range up to 1000 km,a maximum operating depth of 6000 m,and a generous payload capacity,Autosub6000 is well placed to become one of the world's most capable deep diving Autonomous Underwater Vehicles(AUVs). Recently,Autosub6000 successfully completed its first deep water engineering trials,and in September 2008,fitted with a multibeam sonar,will carry out its first science missions.This paper will describe how we are tackling the design issues that specifically affect a deep diving AUV which must be capable of operating with true autonomy,independently of the mother ship, namely:carrying adequate energy for long endurance and range,coping with varying buoyancy,and maintaining accurate navigation throughout missions lasting up to several days.Results from the recent engineering trails are presented,and future missions and development plans are discussed. 展开更多
关键词 AUV ROBOTICS NAVIGATION lithium polymer battery deep ocean research
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Theoretical design and dynamic simulation of new mining paths of tracked miner on deep seafloor 被引量:8
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作者 戴瑜 刘少军 《Journal of Central South University》 SCIE EI CAS 2013年第4期918-923,共6页
With comprehensive considerations of the operational safety and collection efficiency for the tracked miner collecting the seafloor poly-metallic nodules, two new improved mining paths for the miner on the deep seaflo... With comprehensive considerations of the operational safety and collection efficiency for the tracked miner collecting the seafloor poly-metallic nodules, two new improved mining paths for the miner on the deep seafloor were proposed. Compared to the conventional mining path, the design principles and superiorities of the two new paths are that the miner turning with relative long radius should avoid large sinkage and high slip, so as to ensure its operational safety, while the space between its straight-line trajectories before and after the turning is optimum, which is designed as the total width of the miner, and collect nodules as more as possible, so as to ensure its collection efficiency. To realize the new mining paths, theoretical designs and quantitative calculations were carried out to determine the exact positions for the speed controls of the miner during its whole operation process. With the new dynamic model of the miner, and through regulations of the speeds of the left and right tracks of the miner on the exact motion positions according to the theoretical calculations, the two new improved mining paths for the miner on the seafloor were successfully simulated, thus the turning radius of the miner in the simulation is about 21.8 m, while the distance between the straight-line trajectories before and after the turning is about 5.2 m. The dynamic simulation results preliminarily prove the feasibility of these two new mining paths, and further can provide important theoretical guidance and useful technical reference for the practical tracked miner operation and control on the seafloor. 展开更多
关键词 deep ocean mining tracked miner single-body model mesh element model collection efficiency mining path dynamic simulation
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An Integrated Dynamic Model of Ocean Mining System and Fast Simulation of Its Longitudinal Reciprocating Motion 被引量:3
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作者 戴瑜 刘少军 《China Ocean Engineering》 SCIE EI CSCD 2013年第2期231-244,共14页
An integrated dynamic model of China's deep ocean mining system is developed and the fast simulation analysis of its longitudinal reciprocating motion operation processes is achieved. The seafloor tracked miner is bu... An integrated dynamic model of China's deep ocean mining system is developed and the fast simulation analysis of its longitudinal reciprocating motion operation processes is achieved. The seafloor tracked miner is built as a three-dimensional single-body model with six-degree-of-freedom. The track-terrain interaction is modeled by partitioning the track-terrain interface into a certain number of mesh elements with three mutually perpendicular forces, including the normal force, the longitudinal shear force and the lateral shear force, acting on the center point of each mesh element. The hydrodynamic force of the miner is considered and applied. By considering the operational safety and collection efficiency, two new mining paths for the miner on the seafloor are proposed, which can be simulated with the established single-body dynamic model of the miner. The pipeline subsystem is built as a three-dimensional multi-body discrete element model, which is divided into rigid elements linked by flexible connectors. The flexible connector without mass is represented by six spring-damper elements. The external hydrodynamic forces of the ocean current from the longitudinal and lateral directions are both considered and modeled based on the Morison formula and applied to the mass center of each corresponding discrete rigid element. The mining ship is simplified and represented by a general kinematic point, whose heave motion induced by the ocean waves and the longitudinal and lateral towing motions are considered and applied. By integrating the single-body dynamic model of the miner and the multi-body discrete element dynamic model of the pipeline, and defining the kinematic equations of the mining ship, the integrated dynamic model of the total deep ocean mining system is formed. The longitudinal reciprocating motion operation modes of the total mining system, which combine the active straight-line and turning motions of the miner and the ship, and the passive towed motions of the pipeline, are proposed and simulated with the developed 3D dynamic model. Some critical simulation results are obtained and analyzed, such as the motion trajectories of key subsystems, the velocities of the buoyancy modules and the interaction forces between subsystems, which in a way can provide important theoretical basis and useful technical reference for the practical deep ocean mining system analysis, operation and control. 展开更多
关键词 deep ocean mining system single-body model track-terrain interaction model discrete element model longitudinal reciprocating motion operation mode dynamic simulation analysis
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DeeplabV3+中引入注意力机制的小面积溢油识别方法 被引量:3
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作者 李翔 王增利 +1 位作者 芮小平 邹亚荣 《遥感信息》 CSCD 北大核心 2024年第2期95-101,共7页
海面溢油危害大、分布广、时间空间不确定性大,对海洋溢油进行高精度识别与监测对全球生态环境的保护有着重要意义。针对传统卷积神经网络模型对小面积溢油分类不准确的问题,提出一种基于深度学习的SAR影像海上小面积溢油的高精度提取... 海面溢油危害大、分布广、时间空间不确定性大,对海洋溢油进行高精度识别与监测对全球生态环境的保护有着重要意义。针对传统卷积神经网络模型对小面积溢油分类不准确的问题,提出一种基于深度学习的SAR影像海上小面积溢油的高精度提取方法。该方法以DeeplabV3+网络模型为基础,引入SE注意力机制来提高网络对海面上小面积溢油的分类精度。基于欧空局开源数据集Oil Spill Detection Dataset建立了海面溢油提取模型,训练得到的平均交并比为77.70%,平均像素精度为98.16%。通过目视对比模型预测图和对比两类精度指标,发现经过注意力机制优化后的DeeplabV3+网络模型明显优于原始网络模型,对小面积溢油监测的效果明显提升。 展开更多
关键词 海洋溢油 深度学习 注意力机制 deeplabV3+ SAR影像
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Zircon Record of Ocean-Continent Subduction Transition Process of Dulan UHPM Belt, North Qaidam 被引量:1
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作者 Jianzhou Yang Xiaochi Liu +1 位作者 Yuanbao Wu Yanling Sun 《Journal of Earth Science》 SCIE CAS CSCD 2015年第5期617-625,共9页
The North Qaidam UHPM(ultra-high pressure metamorphism) belt is a typical continental subduction-collision belt containing continental crust deep subduction metamorphic products and oceanic crust relics, And it is a... The North Qaidam UHPM(ultra-high pressure metamorphism) belt is a typical continental subduction-collision belt containing continental crust deep subduction metamorphic products and oceanic crust relics, And it is an ideal region to study the ocean-continent transition and exhumation mechanism of oceanic UHP rocks during continental deep subduction process. In this paper, we report integrated in situ U-Pb, Lu-Hf and O isotope analyses of zircons from a serpentinized harzburgite as well as U-Pb dating for zircons from a kyanite eclogite from the North Qaidam Dulan UHPM terrane, and use these data to discuss the ocean-continent transition and exhumation mechanisms of oceanic UHP rocks during continental deep subduction. The serpentinized harzburgite was dated at 448±9 Ma, consistent with 455±5 Ma age for the kyanite eclogite within analytical errors. Zircons from the serpentinized harzburgite have uniform 176Hf/177 Hf values ranging from 0.282 842 to 0.282 883 and εHf(t) values from 11.6 to 13.3. Zircon δ^18O values of the serpentinized harzburgite vary from 4.47‰ to 5.29‰, slightly lower than the value of 5.3‰±0.6‰ for the normal mantle zircon. These Hf-O isotopic features indicate that the protolith of the serpentinized harzburgite was derived from depleted-mantle source, and might have experienced high-temperature rock-water interaction. Therefore, the serpentinized harzburgite was possibly located in the lower part of an oceanic section. The serpentinized harzburgite and kyanite eclogite were both formed due to the subduction of oceanic crust. The UHP metamorphism occurred successively from the oceanic crust to continental crust rocks of the North Qaidam UHP terrane. Low-density serpentinized peridotite and continental rocks possibly have negative buoyancy and play a key effect on preservation and exhumation of high-density oceanic eclogite. 展开更多
关键词 continental deep subduction ocean-continent transformation North Qaidam HARZBURGITE eclogite
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Turbidite Events Recorded in Deep-sea Core IR-GC1 off Western Sumatra: Evidence from Grain-size Distribution 被引量:2
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作者 QIU Zhongyan HAN Xiqiu WANG Yejian 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2017年第4期1448-1456,共9页
Sediment core IR-GC1, from the abyssal basin of the Indian Ocean off Sumatra, may provide important information on depositional events related to earthquakes and tsunamis. In this study, based on a combination of grai... Sediment core IR-GC1, from the abyssal basin of the Indian Ocean off Sumatra, may provide important information on depositional events related to earthquakes and tsunamis. In this study, based on a combination of grain-size analysis with lithological studies and oxygen isotope stratigraphy, seven deep-sea turbidite layers were identified, corresponding to seven turbidity events that occurred at 128- 130, 105-107, 98-100, 86-87, 50-53, 37-41 and 20-29 ka. The sediments of the turbidite deposits are characterized by coarse grain sizes, poor sorting, wide kurtosis, bimodal frequency distributions and clear depositional variations. Particle size grading is also an important signature of deep-sea turbidite deposits and can be used as an indicator to identify turbidite layers. Possible triggering mechanisms for the turbidite events include tsunamis, earthquakes, volcanic eruptions and sea-level changes. 展开更多
关键词 grain size TURBIDITE deep-sea core Indian ocean
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