滨海湿地稀疏采样重构高光谱图像分类精度评价

高光谱遥感影像维数高、数据量大、波段之间的相关性强,分类时易出现"Hughes"现象,因此在分类过程中如何有效减小数据处理过程中的计算量,又保证原始数据重要的地物信息不丢失具有重要的意义。压缩感知理论可通过远低于耐奎斯特的采样率和少量观测数据实现信号的精确重构,具有对硬件读写要求低、图像恢复效果好等优势。通过利用基于小波变换的压缩感知算法对黄河口地区的高光谱影像进行图像重构,然后分别采用SVM算法、最大似然法以及神经网络分类法对重构后的影像进行分类,并对分类结果的精度分别从空域和小波域、不同的测量值等维度进行了分析和比较。结果表明:(1)压缩感知理论重构后的影像保留了原始影像的基本信息,保证了分类精度;(2)SVM算法的分类精度最好,空域和小波域的分类精度基本一致;(3)分类精度随测量值的增加先逐渐提高,然后趋于稳定。     

基于数据挖掘的渤海湾水生态环境特性研究

由于水生态环境数据的数量、覆盖范围和复杂性都在飞快地增长,如何科学、有效地利用这些数据,从中获取潜在有用的信息,成为水生态环境研究的重要问题.通过对多种海洋数据挖掘技术方法的综合分析,以渤海湾为研究背景,利用海洋环境卫星遥感数据,对渤海湾水生态环境特性进行了一系列的数据挖掘研究.利用k-means算法分别对2008和2009年渤海湾的生态环境遥感数据进行了聚类分析;利用Apriori关联规则算法对聚类离散化处理后的渤海湾生态环境遥感数据进行了关联分析.利用CART算法对2008和2009年渤海湾生态环境遥感数据进行了决策树分析.     

草鱼出血病病毒VP7蛋白基因的人工合成与原核表达

根据GenBank已发表的GCRVVP7蛋白基因序列,设计合成2条特异性引物和19条搭桥引物,通过搭桥PCR人工合成带有3处变异碱基的GCRVVP7蛋白基因整个编码框,经过酶切、连接、PCR鉴定和测序鉴定克隆到原核表达载体pColdTF中,并转化大肠杆菌BL21(DE3),进行IPTG诱导表达和表达产物的SDS-PAGE、Western-blotting分析、纯化以及反应原性的iELISA检测。结果表明,成功人工合成了长831bp的GCRV VP7蛋白基因编码框和构建了VP7蛋白基因的重组质粒pCold TF-VP7,pColdTF-VP7转化菌经IPTG(1mmol/L)诱导3—4h即可获得特异性蛋白VP7重组蛋白的高效表达,VP7重组蛋白相对分子量大小约为73.9ku,与预期大小相符,且与鼠抗GCRV血清有良好反应原性。     

利用经验正交函数数据插值法重构东中国海叶绿素a质量浓度场

利用经验正交函数数据插值法(Data INterpolating Empirical Orthogonal Functions)重构由MODIS-Aqua卫星提供的三级产品叶绿素a质量浓度,得到了从2003—2009年东中国海叶绿素a质量浓度的月平均场。东中国海近岸叶绿素a质量浓度7 a平均值明显高于外海。对叶绿素a质量浓度季节平均场进行分析研究表明,东中国海叶绿素a质量浓度主要受长江径流、海表水温和季风的影响。对叶绿素a质量浓度异常场进行EOF分析表明,第一模态方差贡献为37.8％,空间分布显示,在长江口东北部出现叶绿素a质量浓度异常高值区,时间变化以半年和半年以下周期为主;第二模态方差贡献为21.4％,空间分布显示,在长江口东部出现叶绿素a质量浓度异常高值区,时间系数主要表现为年际变化。     

海水鱼类寄生虫刺激隐核虫(Cryptocaryon irritans)趋化性研究

应用本实验室建立的趋化模型对海水鱼类寄生虫刺激隐核虫(Cryptocaryon irritans)的趋化特性进行研究。结果显示, 刺激隐核虫幼虫在30min时趋化达到饱和, 在温度28℃时趋化率达到最高; 多种硬骨鱼的血清与粘液对刺激隐核虫的幼虫都有着强烈的吸引作用, 刺激隐核虫幼虫对碳水化合物、氨基酸等小分子物质没有趋化作用; 在组织匀浆液中, 刺激隐核虫幼虫对肌肉匀浆液有一定的趋化作用, 对肝、肠、胃的匀浆液都没有趋化作用; 感染后鱼类血清对刺激隐核虫的幼虫有着更加强烈的吸引作用(P<0.01); 18种中草药中的五倍子、大黄、槟榔、苦楝、虎杖、贯众等6种中药草对刺激隐核虫的幼虫有一定的驱虫作用。本文的研究结果有助于深化对刺激隐核虫致病性的认识并对“白点病”的防治有一定的参考价值。     

Comparison of Strain-rate Dependent Stress-Strain Behavior from Ko-consolidated Compression and Extension Tests on Natural Hong Kong Marine Deposits

This article presents results from a series of K_o-consolidated compression and extension triaxial tests on specimens from undisturbed samples of Hong Kong Marine Deposits (HKMD). To investigate the strain-rate effects, a total of seven K_o-consolidated triaxial tests were conducted including four compression tests and three extension tests. After K_o-consolidation, the triaxial test specimens were sheared at step-changed axial strain rates under three different confining pressures of 50 kPa, 150 kPa, and 400 kPa, respectively. The step-changed strain rates were applied in the following order: +2%/h, +0.2%/h, +20%/h, -2%/h (unloading) and +2%/h (reloading) for the four compression tests and -2%/h, -0.2%/h, -20%/h, +2%/h (unloading) and -2%/h (reloading) for the three extension tests. The results are reported and analyzed in the paper. The results show that the strain rate effects, the stress-strain characteristics, and the effective stress paths of the specimens for tests in a compression state are different from those for tests in an extension stage. One order of magnitude increase in axial strain rate causes an average 8.6% increase in undrained shear strength for compression tests and a 12.1% increase for extension tests. It is also found that the failure mode of the specimens in compression is different from that in extension. The stress-strain behavior of specimens shows strain-softening and a clear shear band in compression tests, but strain-hardening without any clear shear band in extension tests for the same absolute value of axial strain.     

基于HJ-1A高光谱的黄河口碱蓬和柽柳盖度反演模型研究

碱蓬和柽柳是黄河口湿地典型的盐生植物类型,是多种保护珍禽的主要栖息地,具有景观尺度较小、分布广且多混生的特点。应用覆盖黄河口北部潮滩的HJ-1A高光谱遥感影像,基于现场测量的端元光谱和从遥感影像中使用顺序最大角凸锥法(SAMCC)自动提取的端元光谱,应用线性光谱分解法(LSU)、正交子空间投影法(OSP)、匹配滤波法(MF)、最小能量约束法(CEM)和自适应一致估计法(ACE)5种不同光谱解混方法进行混合像元光谱解混,对比两种方法得到的端元光谱分别对碱蓬和柽柳盖度的反演能力,并给出相应的反演模型。结果显示:(1)现场测量端元光谱取得了较好的碱蓬和柽柳盖度反演结果,其中应用LSU方法的光谱解混结果与现场测量盖度的决定系数对于碱蓬和柽柳分别达到了0.88和0.95;(2)两种端元获取方式的光谱解混结果中,LSU和OSP方法均获得了较高的相关性,ACE解混方法的相关性都最低;(3)SAMCC方法提取端元光谱对柽柳的分解结果与现场测量盖度的相关性远高于碱蓬。     

物理海洋传感器现状及未来发展趋势

文中对目前我国物理海洋要素观测传感器技术发展现状进行了分析。在国家科技计划支持下,我国的物理海洋观测传感器技术取得了快速发展,但与国际上先进的传感器技术水平相比,国内具有自主知识产权的传感器仍有较大差距。随着未来海洋观测需求的不断发展,小型、轻重量、低功耗、高精度、高灵敏、智能化新型传感器必将是今后5~10年研究与开发的重点。     

Observations of Dynamic Turbulence in the Lower Stratosphere over Inner Mongolia Using a High-resolution Balloon Sensor Constant Temperature Anemometer

We present characterizations of the dynamic turbulence in the lower stratosphere measured by a new balloon-based system designed for detecting finer scale dynamic turbulence. The balloon-based system included a constant temperature anemometer(CTA) operating at a sampling rate of 2 k Hz at an ascent speed of 5 m s^-1(corresponding to a vertical resolution of 2.5 mm), an industrial personal computer, batteries, sensors for ambient temperature and humidity, an A/D converter, and others. The system was successfully launched to 24 km altitude over Bayannur City, Inner Mongolia Province. Results show the spatial intermittence of the turbulence layers, with clear boundaries between turbulent and nonturbulent regions. This is the first time that the dynamic turbulence spectrum down to the viscous sub-range has been obtained throughout the lower stratosphere over China. With that, the energy dissipation rates of dynamic turbulence could be calculated with high precision. The profile of the dissipation rates varied from 7.37 × 10^-7 to 4.23 W kg^-1 and increased with altitude in the stratosphere.     

渤海莱州湾地区晚更新世以来有孔虫特征反映的古环境变化

Controlled by climate changes, there were three large-scale transgressions and regressions around the Bohai Sea during the late Quaternary, which were accepted by most geologists. However, a big controversy still exists about the time when the transgressions occurred separately. In order to find out the process of the paleoenvironmental changes around the Bohai Sea in the late Quaternary, the foraminifera assemblages from a new borehole Lz908 in the southern coast of the Laizhou Bay were studied, and then the transgressive strata were indentified. Combined with accelerator mass spectrometry radiocarbon 14C（AMS14C） and optically stimulated luminescence（OSL） ages, the occurrence time of these transgressions were re-determined. The result showed that three major large-scale transgressions occurred separately at the beginning of marine isotopic stage 7（MIS7）, the last interglacial period（MIS5） and the Holocene. In addition, a small-scale transgression occurred in the mid-MIS6, and the corresponding transgressive stratum was deposited. The transgressive deposition of MIS3 was also discovered in this study. However, the characteristics of the foraminifera indicated the environment during this period was colder than that in the MIS5. By comparison with the global sea-level changes, the paleoenvironmental changes around the Bohai Sea in the late Quaternary can be consistent with the global climate changes.