一种海洋混合层深度的智能识别方法研究     

张康  郭双喜  黄鹏起  屈玲  鲁远征  岑显荣  于璐莎  周伟东  周生启 《热带海洋学报》2019,38(5):32-41

文章提出了一种识别混合层深度的人工智能方法。该方法在温度(密度)与压强(或深度)间建立线性模型, 并且将其系数和方差做成一组表征廓线特征的统计量。初始时为模型设定一个主观的先验分布, 在一个自海表向下移动的窗口内通过贝叶斯链式法则和最小描述长度原理学习新数据, 得到系数均值的最大后验概率估计。用F-检验识别系数发生突变的位置, 以此确定混合层的存在性及其深度。通过2017年2月太平洋海域的地转海洋学实时观测阵(Array for Real-time Geostrophic Oceanography, ARGO)数据进行测试, 并且以质量因子(Quality Index, QI)值作为判断识别混合层深度结果准确性的依据, 发现该方法相比于梯度法、阈值法、混合法、相对变化法、最大角度法和最优线性插值法在识别结果上具备更大的QI值。表明该方法能够准确识别混合层深度。  相似文献   

Molecular Identification and Expression Analysis of Carbonic Anhydrase VII in Pufferfish (Takifugu rubripes)     

Sumi  Kanij Rukshana  Kim  Soo Cheol  Howlader  Jewel  Sharker  Md Rajib  Choi  Kap Seong  Choi  Sang Ki  Park  Jong-In  Nou  Ill-Sup  Kho  Kang Hee 《Ocean Science Journal》2019,54(3):363-374

Ocean Science Journal - A carbonic anhydrase VII gene, encoding 277 amino acids, was identified in the intestinal tissue of pufferfish (Takifugu rubripes). The translated protein with an 833-bp...  相似文献   

Temperature-Dependent Bifurcated Seasonal Shift of Phytoplankton Community Composition in the Coastal Water off Southwestern Korea     

Kang  Yoonja  Kang  Hee-Yoon  Kim  Dongyoung  Lee  Young-Jae  Kim  Tae-Ik  Kang  Chang-Keun 《Ocean Science Journal》2019,54(3):467-486

Ocean Science Journal - Coastal water around the archipelago off southwestern Korea has been bathed in an unprecedented pool of warm water in summer in recent years. Here, we examined phytoplankton...  相似文献   

A Review on Marine N2 Fixation: Mechanism,Evolution of Methodologies,Rates, and Future Concerns     

Bhavya  P. S.  Min  Jun-Oh  Kim  Min-Seob  Jang  Hyo Keun  Kim  Kwanwoo  Kang  Jae Joong  Lee  Jae Hyung  Lee  Dabin  Jo  Naeun  Kim  Myung Joon  Kim  Yejin  Lee  Junbeom  Lee  Chang Hwa  Bae  Hyeonji  Yoo  Hyeju  Park  Sanghoon  Yun  Mi Sun  Lee  Sang Heon 《Ocean Science Journal》2019,54(4):515-528

Ocean Science Journal - Investigations on marine N2 fixation have gained momentum since 1960s with eventual establishments of relevant methodologies to identify species involved and quantify the...  相似文献   

Semantic segmentation of high spatial resolution images with deep neural networks     

Haiping Yang  Jiancheng Luo  Fang Chen 《地理信息系统科学与遥感》2019,56(5):749-768

Availability of reliable delineation of urban lands is fundamental to applications such as infrastructure management and urban planning. An accurate semantic segmentation approach can assign each pixel of remotely sensed imagery a reliable ground object class. In this paper, we propose an end-to-end deep learning architecture to perform the pixel-level understanding of high spatial resolution remote sensing images. Both local and global contextual information are considered. The local contexts are learned by the deep residual net, and the multi-scale global contexts are extracted by a pyramid pooling module. These contextual features are concatenated to predict labels for each pixel. In addition, multiple additional losses are proposed to enhance our deep learning network to optimize multi-level features from different resolution images simultaneously. Two public datasets, including Vaihingen and Potsdam datasets, are used to assess the performance of the proposed deep neural network. Comparison with the results from the published state-of-the-art algorithms demonstrates the effectiveness of our approach.  相似文献   

An accessible strong-motion dataset (PGA,PGV, and site v_S30) of 2022 M_S6.8 Luding,China Earthquake          下载免费PDF全文

Jian Zhou  Nan Xi  Chuanchuan Kang  Li Li  Kun Chen  Xin Tian  Chao Wang  Jifeng Tian 《地震科学（英文版）》2023,36(4):309-315

A M_S6.8 earthquake occurred on 5th September 2022 in Luding county, Sichuan, China, at 12: 52 Beijing Time(4:52 UTC). We complied a dataset of PGA, PGV, and site v_S30 of 73 accelerometers and 791 Micro-Electro-Mechanical System(MEMS)sensors within 300 km of the epicenter. The inferred v_S30 of 820 recording sites were validated. The study results show that:(1)The maximum horizontal PGA and PGV reaches 634.1 Gal and 71.1 cm/s respectively.(2) Over 80% of records ar...  相似文献   

Quantizing and analyzing the feature information of coastal zone based on high-resolution remote sensing image     

YANG Xiaomei  LAN Rongqin  LUO Jiancheng 《海洋学报(英文版)》2006,25(6):33-42

1Introduction With the development and application of remotesensing technology, people fromthe international re-mote sensing community have realized the issue thatwe have immoderately emphasized characteristics ofvast volume data and great detail of remot…  相似文献   

建设青岛国家海洋高技术产业基地的战略研究   总被引：4，自引：0，他引：4  

刘洪滨  刘康  焦桂英 《海洋科学》2006,30(12):65-71

海洋高技术产业作为21世纪的朝阳产业,其发展速度和前景明显优于其他高技术产业,成为西方发达国家推崇的主导产业。青岛市作为中国的海洋科学研究中心,应建成中国的海洋高技术产业基地。对建设青岛国家海洋高技术产业基地作了分析,提出了青岛市以发展海洋药物及功能食品、海洋天然产物和活性物质提取、海洋精细化工和海洋防腐、海洋水产品苗种培育及养殖、海洋工程设备及仪器仪表五大类海洋高技术产业基地的总体发展目标和战略对策。  相似文献   

地心和月心引力常数及月球形心与质心的确定   总被引：1，自引：0，他引：1  

孔祥元  李建成  郭际明  闫利 《大地测量与地球动力学》2006,26(2):109-114

指出了地心引力常数GMe、月心引力常数GMl及月球形状中心和月球质量中心的意义和重要性;介绍了用空间探测器观测数据测定GMe与GMl及月球形状中心和月球质量中心的原理和方法;综合给出了利用空间探测器测定的数值。  相似文献   

南极伊利莎白公主地250年来雪芯累积、氧同位素与化学研究     

张明军  李忠勤  任贾文  XIAO Cunde  QIN Dahe  KANG Jiancheng  LI Jun 《地理学报(英文版)》2006,16(1):23-33

1Introduction In the ongoing discussion of climate change,the mass balance of Antarctica has received increasing attention during recent decades,since its reaction to global warming will strongly influence sea-level change(Schlosser and Oerter,2002).Many …  相似文献