城市扩展元胞自动机多结构卷积神经网络模型

传统的城市扩展元胞自动机(CA)模型是基于单个元胞的变量信息挖掘来构建转换规则的。针对这一问题,本文基于多结构卷积神经网络提出从区域特征出发且顾及区域多尺度特征挖掘转换规则的城市扩展元胞自动机模型(MSCNN-CA),并以武汉主城区和上海浦东新区为例,模拟了两个试验区2005—2015年期间城市扩展过程。模型验证表明:与逻辑回归和神经网络相比,本文构建的3个单一结构的卷积神经网络元胞自动机(CNN-CA)模型在4个指标(Kappa系数、FoM(figure of merit)值、命中率(h)和错误率(m))上都有不同程度的提高。特别是FoM指数,在武汉主城区提高了23.3%~29.4%,在上海浦东新区提高了20.3%~28.5%。此外,MSCNN-CA模型与3个单一结构的CNN-CA模型相比,在各个指标上也有所改善,FoM指数在武汉主城区提高了0.8%~4.8%,上海浦东新区提高了2.8%~7.8%。两个试验区的模拟结果表明:相比传统CA模型,基于多结构卷积神经网络的城市扩展元胞自动机模型(MSCNN-CA)能够有效提高城市扩展模拟的精度,更真实地反映城市扩展空间演变过程。相比单结构的卷积神经网络CA模型,多结构卷积神经网络CA模型的稳定性和模拟结果准确性有所提升。     

RTK在几种常见作业环境下的测量精度实验分析

针对一些测绘工作者对RTK测量精度的疑虑，本文设计了一套检验RTK在几种常见作业环境下测量精度的实验方案，分别进行了内符合精度和外符合精度分析。结论表明：在几种常见工作环境下，RTK测量给出的测量精度可靠，高程与平面精度均能小于5cm。     

Exopolysaccharide Production by Four Cyanobacterial Isolates and Preliminary Identification of These Isolates

Four marine cyanobacterial isolates, named 104, 109, 113 and 115, from marine water off China＇s coast can release a large amount of exopolysaccharide （EPS） to medium. The effects of different components in medium on EPS production by the four isolates were investigated. Under the optimal condition, the EPS released by isolates 104,109, 113 and 115 reached 7.48 g L^-1, 8.33 g L^-1, 18.26 g L^-1, and 6.78 g L^-1 within 14 d,respectively. Based on the conventional identification methods for cyanobacteria,these isolates were assigned to genus Cyanothece.     

A culture-dependent survey of thermophilic bacteria from hot springs in Xiamen area in China

Microbes are believed to play important roles in ecosystem function in many environments. The hot springs of Xiamen Island are close to the Xiamen Sea, and may have some characteristics different from those of inland hot springs. Microbes living in the hot springs of Xiamen may have new characteristics. However, little is known about microbial communities of hot springs close to the Xiamen Sea. A culturedependent survey of microbial population in the Xiamen hot springs was performed by using an approach combining total cellular protein profile identification and 16S rRNA gene sequencing. A total of 328 isolates of bacteria were obtained from liquid and sediment samples from the Xiamen hot springs, including neutrophilic thermophilic bacteria and moderately thermophilic acidophiles. Neutrophilic thermophilic bacteria, which grow at a temperature range of 55—90℃ including Rhodothermus marinus (Strain 1), Thermus thermophilus (Strain 2), Thermus thiopara (Strain 3), Geobacillus stearothermophilus (Strain 4), Geobacillus thermoleovorans (Strain 5), and Pseudomonas pseudoalcaligenes (Strain 6), were recovered by 2216E plates. Moderately thermophilic acidophiles, which can grow at temperatures above 50℃ and a pH range of 1.8—3.5 such as Alicyclobacillus acidoterrestris (Strain 8), Sulfobacillus acidophilus (Strain 9), and Sulfobacillus thermosulfidooxidans (Strain 10), were isolated on selective solid medium containing sulfur and Fe2+. Among these strains, Rhodothermus marinus, Thermus thermophilus and Geobacillus stearothermophilus are not only thermophiles, but also halophiles. One bacterium strain (Strain 6) shared 99% nucleotide sequence homology with Pseudomonas pseudoalcaligenes on the 16S rRNA gene sequence, but was quite different from Pseudomonas pseudoalcaligenes in biological characteristics, suggesting that it may represent a novel thermophilic species. Results indicated that various species of neutrophilic thermophiles and moderately thermophilic acidophiles were widely distributed in the Xiamen hot springs and that Rhodothermus marinus and Thermus thermophilus dominated the cultivable microbial community.     

IMU/DGPS系统辅助ADS40三线阵影像的区域网平差

推导ADS40航带间外方位元素归一化处理的数学公式,设计一种描述IMU/DGPS系统误差的数学模型,采用改进的定向片内插模型实现ADS40影像的区域网平差.试验结果表明,仅需一个地面控制点,IMU/DGPS数据的定位精度就可显著提高,在四角布设地面控制点的情况下,IMU/DGPS数据与ADS40影像的联合平差可得到优于1.5个像素的3维定位精度;构架航线对平差结果的改善作用有限,在作业中采用的必要性不大.     

富含古罗糖醛酸的褐藻多糖生产菌株的构建

为获得古罗糖醛酸(Guluronate)含量高的细菌胞外褐藻多糖,利用PCR从海洋细菌Pseudomonassp.QDA中克隆了其甘露糖醛酸C-5差向异构酶基因(algG),连接入质粒pMF 54Km,构建了重组表达载体pMF54 Km-algG。利用三亲接合法将pMF54 Km-algG转入菌株QDA中,获得algG过量表达重组菌株QDA-G1。H-NMR测定结果表明,QDA-G所产的褐藻多糖中β-D-甘露糖醛酸(M)与它的C-5差向异构体α-L-古罗糖醛酸(G)的比值为0.38,G的质量分数达到74.2%,比野生菌株QDA提高了26.4%。且重组菌株遗传稳定性良好,连续传代20代后,M/G的比值无明显变化。     

南海西北部沉积物捕获器中颗石藻通量和属种组成变化记录

本文利用沉积物捕获器回收的连续时间序列沉降颗粒物样品,研究了南海西北部海南岸外陆坡外缘海域颗石藻的通量和属种组成变化及其环境意义。研究发现,东亚夏季风引起的海南岸外上升流以及冬季风导致的混合层深度增加都会刺激该区域颗石藻的生长,其中夏季上升流的影响尤为显著。从颗石粒属种组成来看,Florisphaera profunda是南海西北部中深层(1 000m)水体中主要的颗石粒优势种,此外Emiliania huxleyi,Gephyrocapsa oceanica和Gephyrocaps ericsonii等属种含量也颇高。然而在将颗石粒折算成颗石球数量后,Emiliania huxleyi则成为主要优势种。沉积物捕获器中F.profunda的相对百分含量与颗石粒总通量呈显著的负相关,表明F.profunda的相对含量与总的颗石藻生产力有着密切联系。本结果对于利用沉积物中的颗石藻记录,尤其是F.profunda相对含量变化,恢复和重建古海洋环境尤其是古海洋生产力的研究提供了直接的理论证据。     

海豚链球菌及其胞外产物诱导的牙鲆血清抗体应答分析

海豚链球菌(Streptococcus iniae)是引起鱼类链球菌病的主要致病菌,对牙鲆(Paralichthys olivaceus)等养殖鱼类造成巨大危害。本文制备了海豚链球菌强毒株NUF849的福尔马林灭活全菌(FKC)、胞外产物(ECPs)及全菌与胞外产物的混合物(FKC+ECPs),以其免疫牙鲆,在免疫后第42天分别以海豚链球菌NUF849和NUF812攻毒,并在免疫前以及免疫后第7、14、21、28、35、42天与攻毒后第7天取样,分析3种免疫原以及免疫后再攻毒所诱发的血清抗体应答。结果显示,免疫后牙鲆体内产生了分别针对FKC和ECPs的特异性抗体,且各免疫组中FKC诱导的抗体水平较ECPs高,2种抗原间存在一定程度的交叉反应;FKC+ECPs组的两种抗体水平显著高于其他组(P0.05);攻毒后第7天2种抗体水平都显著升高(P0.05),并且免疫原来源菌株NUF849攻毒组的2种抗体水平高于非免疫原来源菌株NUF812攻毒组。攻毒后存活牙鲆的血清对NUF849、NUF812全菌蛋白及其胞外产物进行Western-blot分析,结果显示抗血清与全菌蛋白的阳性反应条带位于25~100kDa,与胞外产物的阳性反应条带位于18~100kDa。本文结果表明灭活海豚链球菌与胞外产物都能够诱发牙鲆产生特异性抗体,二者混合物的免疫效果更好,且NUF849来源的免疫原可以刺激牙鲆产生针对NUF812菌株的交叉保护抗体,为牙鲆海豚链球菌疫苗成分的筛选提供了基础资料。     

基于元胞自动机的崂山林火蔓延模拟

采用流行的林火蔓延模型结合元胞自动机理论,对崂山地区进行了给定气象、地形等参数条件下的林火蔓延情况模拟,模拟过程综合考虑了林火在地形、风、植被等因素影响下的蔓延扩散速度及元胞燃烧状态,最后对模拟蔓延结果的可靠性进行了分析.     

矢量元胞自动机中的邻域影响力度量——以深圳市为例

基于矢量元胞自动机(cellular automata,CA),对深圳市城市土地利用变更模拟中的邻域影响力进行了讨论,选取矢量密度因子及矢量邻域索引构建邻域影响力函数.根据深圳市路网数据及相关参数权重,计算地块通达度及发展为居住或生产用地的适宜度,同时结合政府规划的土地利用分区状态进行土地利用变更的模拟.使用Kappa系数对模拟结果与实际数据的一致性进行评估,评估结果表明,邻域距离半径为50 m时结合邻域影响力函数能获得比较好的模拟结果.