高分六号遥感卫星新增波段下的树种分类精度分析

高分六号卫星具有覆盖广、多种分辨率、波段多的优势,能为遥感解译提供更丰富的信息。为探究高分六号卫星新增波段在森林树种识别上的应用,本文以覆盖根河市阿龙山林业局的一期高分六号宽幅影像为数据源,基于特征优化空间算法（Feature Space Optimization,FSO）和最大似然分类法,分别利用高分六号的前4个波段和所有波段（8波段）的光谱、纹理等特征进行了森林树种分类,并逐一添加新增波段特征确定了各波段的贡献率排名。结果表明：在加入了优选出的均匀性纹理、均值纹理和角二阶矩纹理3种纹理特征后,前4波段和8波段的分类精度比只基于光谱特征时的精度分别高出13.23%和24.63%;利用8波段信息比只利用前4波段在基于光谱特征上的精度高11.88%,在基于光谱+纹理特征上则高23.24%;基于8波段光谱+纹理特征的树种分类精度最高,达到68.74%,新增4波段的贡献率排名为B6>B5>B8>B7,说明新增红边波段对于本次树种分类试验的贡献率最高,能为北方树种识别提供有效帮助。     

Automatic Determination of Stellar Atmospheric Parameters Using Neural Networks and Instance-Based Machine Learning

In this article we show how machine learning methods can beeffectively applied to the problem of automatically predictingstellar atmospheric parameters from spectral information, a veryimportant problem in stellar astronomy. We apply feedforwardneural networks, Kohonen's self-organizing maps andlocally-weighted regression to predict the stellar atmosphericparameters effective temperature, surface gravity and metallicityfrom spectral indices. Our experimental results show that thethree methods are capable of predicting the parameters with verygood accuracy. Locally weighted regression gives slightly betterresults than the other methods using the original dataset asinput, while self-organizing maps outperform the other methods when significant amounts of noise are added. We also implemented a heterogeneous ensemble of predictors, combining the results given by the three algorithms. This ensemble yields better results than any of the three algorithms alone, using both the original and the noisy data.     

城市边缘带识别研究进展与展望

城市边缘带作为城市与乡村相交接的特殊地带,是城市化进程中最为敏感的区域;城市边缘带的定量识别是研究边缘带社会结构、景观格局和发展梯度的基础工作,也是城市化生态环境效应定量分析的前提条件。但边缘带识别的理论与方法未受到足够重视,缺乏系统梳理。本文在对比分析城市边缘带及相关概念的基础上,明确了城市边缘带识别的实质与内涵;提出了基于指示要素—空间单元—判别模型的城市边缘带识别概念框架,并从上述三方面系统回顾了国内外城市边缘带识别研究进展;对未来研究进行了展望,认为城乡作用机理探析、多要素综合识别、非参数化模型融合、多尺度转换以及长时间序列动态监测等将是下一步重点研究方向。     

Expression of putative zinc-finger protein lcn61 gene in lymphocystis disease virus China （LCDV-cn） genome

An open reading frame (lcn61) of lymphocystis disease virus China (LCDV-cn), probably responsible for encoding putative zinc-finger proteins was amplified and inserted into pET24a (+) vector. Then it expressed in E. coli BL21 (DE3), and His-tag fusion protein of high yield was obtained. It was found that the fusion protein existed in E. coli mainly as inclusion bodies. The bioinformatics analysis indicates that LCN61 is C2H2 type zinc-finger protein containing four C2H2 zinc-finger motifs. This work provides a theory for functional research of lcn61 gene. Supported by High Technology Research and Development Program of China (863 Program, No. 2006AA100309)     

外源CaCl2调控浒苔(Ulva prolifera)高温逆境的比较转录组研究

钙(Ca~(2+))作为一种必需的信号分子,在植物的生长发育和非生物胁迫调节中起着至关重要的作用。本实验采用BGISEQ平台进行高通量测序,获得浒苔外源CaCl_2添加(UpCa)和高温对照(UpHT)处理下相关的转录组数据,分析了在高温(35℃)下外源CaCl_2的添加转录组的变化。结果显示,根据UpHT和UpCa处理分析共获得36625条基因;与UpHT相比,在UpCa下鉴定出7513个差异表达的基因,包括6002个上调基因, 1151个下调基因,对差异基因进行了GO富集和KEGG富集分析。对膜转运、植物信号转导和环境适应性相关的差异基因进行KEGG富集分析,主要富集在内吞(Endocytosis)、植物病原菌互作(Plant-pathogeninteraction)、丝裂原激活的蛋白激酶信号通路(MAPK signaling pathway-plant)、植物激素的信号传递(Plant hormone signal transduction)、ABC转运(ABCtransporters)和磷脂酰肌醇信号系统(Phosphatidylinositolsignalingsystem)等代谢通路上。植物激素信号转导途径中,细胞分裂素、脱落酸、油菜素内酯和乙烯信号转导途径增强。抗氧化酶中FeSOD、谷胱甘肽过氧化物酶、谷胱甘肽S转移酶和抗坏血酸过氧化物酶等基因表达上调,下调的基因主要是热激蛋白。Ca~(2+)信号组分基因钙结合蛋白、钙调素、钙/钙调素依赖的蛋白激酶以及钙/钙调蛋白依赖性3′,5′环核苷酸磷酸二酯酶的基因表达上调,丝裂原活化蛋白激酶激酶激酶和磷脂酰肌醇信号相关的基因也差异性上调。本研究系统阐述了植物信号转导、抗氧化酶、MAPK信号系统以及Ca~(2+)信号组分基因在外源CaCl_2对浒苔高温压力的调节中的重要作用,可为进一步阐明Ca~(2+)信号对高温的调节适应机制提供理论基础。     

凡纳滨对虾血淋巴、类淋巴细胞培养

以 ×L-15 培养基为基础,添加不同比例的胎牛血清和对虾肌肉提取液配制成不同的培养液,当 22×L-15培养基、胎牛血清和对虾肌肉提取液的比例分别为 60 %、20 %、20 %时,培养效果较好。培养液 pH 维持在7.0 ~ 7.2时血淋巴和类淋巴细胞生长最好,且类淋巴细胞迁出迅速。绝大部分血淋巴细胞贴壁迅速并伸展成多角样或披针形,一般存活 7 ~ 9 d,少部分呈悬浮状态的血淋巴细胞存活达 60 d 以上。培养中如未及时去除对虾血清,血淋巴细胞迅速衰老并死亡。类淋巴组织细胞 6 d可形成单层,迁出细胞主要有两种形态: 多角样和成纤维样,细胞可存活 16 d以上。     

天津沿海赤潮发生的基本特征研究

使用《天津市海洋环境状况公报》中的数据,分析天津沿海赤潮发生的特征。通过分析发现2005—2017年天津海域共发生赤潮30次,累计发生面积4 695 km2。天津沿海赤潮发生主要集中在夏季,又以8月最多,占赤潮发生总数的30%。通过赤潮优势种的分析发现近年来天津海域赤潮生物的优势种类有不断增加的趋势。同时本文从水文气象条件诱发赤潮的角度分析得出了天津沿海最易发生赤潮的天气形势,天津沿海25～27℃水温范围内赤潮发生较多,最适宜赤潮发生的风速为3、4级风,风向为东南风、西南风。     

Current and thermohaline characteristics of the Arabian Sea during January 1998

Based on a ship survey during January 1998, the characteristics of the flow, the thermohaline properties and the volume transport of the Arabian Sea are discussed. A strong westward flow exists between 10.5?N and 11?N, part of which turns to the south as the Somali current near the coast at about 10?N and the rest turns north. At the passage between the African continent and the So- cotra Island, the northern branch separates into two flows: the left one enters the passage and the right one flows eastward along the southern slope of the island. Off the island the flow separates once more, most of it meandering northeast and a small fraction flow- ing southeast. Volume transport calculation suggests that the tidal transport is one or two orders of magnitude smaller than the total transport in this region and it becomes more important near the coast. The average velocity of the flow in the upper layer (0-150 m) is about 20 cm s-1, with a maximum of 53 cm s-1 appearing east of the Socotra Island, and the subsurface layer (200-800 m) has an aver- age velocity of 8.6 cm s-1; the velocity becomes smaller at greater depths. The depth of the seasonal thermocline is about 100 m, above which there is a layer with well mixed temperature and dissolved oxygen. High-salinity and oxygen-rich water appears near the surface of the northern Arabian Sea; a salinity maximum and oxygen minimum at 100 m depth along 8?N testifies the subduction of surface water from the northern Arabian Sea. Waters from the Red Sea and the Persian Gulf also influence the salinity of the area.