Abundance,distribution, and feeding patterns of juvenile coho salmon (Oncorhynchus kisutch) in the Juan de Fuca Eddy

The Juan de Fuca Eddy is a seasonal, counter-clockwise gyre off the mouth of the Strait of Juan de Fuca between Washington, USA and British Columbia, Canada that may provide favorable feeding habitat for juvenile coho salmon (Oncorhynchus kisutch) during their early marine existence. In late September 2002, physical and biological sampling was conducted along two transects of the eddy region. Surface rope trawling was conducted to capture juvenile salmon and other nekton, along with bongo and neuston net tows to examine potential mesozooplanktonic salmon prey. Presence of the Juan de Fuca Eddy was confirmed with vertical water profiles. In addition, nutrient and chlorophyll a concentrations collected from 3-m depth were within the range observed in previous studies within the eddy region. In the mesozooplankton community, euphausiids, chaetognaths, and decapod megalopae were common. In the diet of juvenile coho salmon, euphausiids and decapod megalopae were dominant by percent number, and larval and juvenile fish were dominant by percent weight. Feeding intensity (percent body weight) based on stomach contents was variable, but not significantly different among stations. To compare the Juan de Fuca Eddy region with an upwelling area, we sampled along a transect off La Push (LP), Washington, USA which is south of the eddy. The eddy region was found to be less productive than the LP transect. Nutrients were lower, chlorophyll a concentrations were higher, and zooplankton abundance was generally higher along the LP transect than in the eddy region. In addition, more juvenile coho salmon were captured from the LP transect than the eddy region. Prey items in stomachs of salmon from the LP transect were heterogeneous compared to those from the eddy region. Feeding intensity along the LP transect was slightly lower and more variable than in the eddy region, and differences in feeding intensity among LP stations were significant. In addition, feeding intensities among stations nested within regions were significantly different.     

Spatial Distribution Assessment and Source Apportionment of Land-Based Pollutant Yield from Qingdao,China

The spatial distribution of chemical oxygen demand(COD) and total nitrogen(TN) yield from Qingdao are studied by comparing pollutant yield amount, densities and spatial aggregation(Getis-Ord indexes) among the land-based pollutant source regions(PSRs) entering the three sub-seas(i.e. the Jiaozhou Bay(JZB), other coastal area in the Yellow Sea(OCAYS) and Laizhou Bay(LZB), respectively). Industrial composition of the loads are also studied by comparing pollutant yield among the sources of agriculture, rural domesticity, industry, urban domesticity and service, and calculation of Gini coefficient. Results show that spatial distribution of COD and TN yield from Qingdao are extremely unbalanced. The JZB, with less than 3% of the total coastal sea area of Qingdao, received 62% COD load and 65% TN yield from Qingdao, while the OCAYS, with more than 97% area, only received 23% COD and 20% TN, which consist with the much worsen water quality of JZB than that of OCAYS. On the other hand, the source apportionment of COD and TN loads in the PSRs entering JZB and the OCAYS was similar. The agricultural and domestic sources with high pollution intensity account for more than 80%, while the industrial and service sources with low pollution intensity account for less than 20%. While Gini coefficients, COD 0.81 and TN 0.84 which are much higher than the ‘imbalance' threshold of 0.4, show the uneven industrial structure of Qingdao. These results may be useful in the determination of land-based pollution total amount control at the PSR level.     

中国碳强度关键影响因子的机器学习识别及其演进

碳强度影响因子数量众多,通过在众多因子中评估其重要性以识别出关键影响因子进而解析碳强度关键因子的变化规律,是中国2030年碳强度能否实现比2005年下降60%~65%目标的科学基础。传统的回归分析方法对于评估众多因子的重要性存在多重共线性等问题,而机器学习处理海量数据则具有较好的稳健性等优点。本文从能源结构、产业结构、技术进步和居民消费等方面选取了56个中国碳强度影响因子指标,采用随机森林算法基于信息熵评估了1980-2014年逐年各项因子的重要性,通过指标数量与信息熵的对应关系统一筛选出每年重要性最大的前22个指标作为相应年度关键影响因子,最终依据关键影响因子的变化趋势划分了3个阶段作了演进分析。结果发现：1980-1991年,碳强度的关键因子主要以高耗能产业规模及占比、化石能源占比和技术进步为主;1992-2007年,中国经济进入快车道增长时期,服务业占比和化石能源价格对碳强度的影响作用开始显现,居民传统消费的影响作用在增大;2008年全球金融危机后,中国进入经济结构深化调整时期,节能减排力度大大增强,新能源占比和居民新兴消费的影响作用迅速显现。为实现2030年碳强度下降60%~65%目标,优化能源结构和产业结构,促进技术进步,提倡绿色消费,强化政策调控是未来需要采取的主要措施。     

旅游地快速交通优势度与旅游流强度的空间耦合分析

以典型旅游地—云南省为研究案例,以高德交通大数据、统计数据等多源数据为基础,依据“路网及站点密度+通行规模+通行功能+区位优势度+换乘便捷度”的思路,构建快速交通优势度模型;基于旅游流“规模→消费→效益→效应”的历时性维度构建旅游流强度模型;采用加权TOPSIS法对二者评价值进行测算,并运用耦合四象限模型对两者耦合类型进行划分。结果发现：① 快速交通与旅游流耦合存在显著空间差异性。昆明、红河和丽江呈现良性耦合协调,耦合类型表现为“高旅游流-高快速交通优势”,而旅游化水平低、远离交通枢纽和主要交通干线的边缘地区,旅游流与快速交通耦合效应则表现为“低旅游流-低快速交通优势”。② 快速交通优势度与旅游流强度呈正相关关系,不同快速交通方式与旅游流强度的拟合优度表现为“航空运输>高速公路>高速铁路”的特征。③ 云南省快速交通优势度与旅游流强度耦合水平总体偏低,快速交通发展的主导模式为协调互补模式,且缘于快速交通的“时间-空间收敛”效应和“组织-空间协同”效应,快速交通组合类型多样化与旅游流强度存在正相关关系。不同快速交通发展模式对旅游流强度的贡献效应表现出“多元共生模式>协调互补模式>单类孤立模式>低速交通维持模式”的特征。     

Temporal Variations and Driving Factors of Cultivated Land Use Intensity in Shandong Province from 1980 to 2015

Based on the cost-income data of agricultural products and relevant statistical data, taking major grain crops and economic crops in the process of cultivated land use as study cases, we studied characteristics of the temporal variation of cultivated land use intensity and its composition in Shandong Province from 1980 to 2015, and then analyzed its main driving factors. The results showed that: (1) The total intensity of major crops in Shandong Province showed a rising trend from 919.73 Yuan ha^-1 in 1980 to 3285.06 Yuan ha^-1 in 2015, and the average annual intensity of economic crops was higher than that of grain crops. The labor cost and material cost of major crops both showed an increasing trend, but the material input was much higher than labor input for grain crops, while the labor input was much higher than material input for economic crops. (2) The labor intensity of major crops in Shandong Province showed a decreasing trend from 501.75 man-day ha^-1 in 1980 to 161.93 man-day ha^-1 in 2015. The labor intensity of grain crops was lower than that of economic crops and its decline rate was fast. On the contrary, the capital intensity showed an increasing trend from 518.33 Yuan ha^-1 in 1980 to 1159.95 Yuan ha^-1 in 2015. In the internal composition of capital intensity, the proportion of yield-increasing inputs such as seed, farmyard manure, fertilizer, pesticide and drainage and irrigation decreased gradually, while the proportion of labor-saving inputs such as agricultural machinery increased significantly. (3) The cultivated land use intensity in Shandong Province had significant negative correlations with the amount of agricultural labor and cultivated land area per capita. The primary direct driving factor was the net income per unit cost of major crops, but the time response lagged by 1-3 years. The main indirect driving factor was the reform of agricultural policy.     

基于散射计风场数据的台风强度诊断方法——以海洋二号卫星数据为例

本文提出了一种基于散射计风场数据的台风定强方法。该方法定义了台风所在海区的一个圆形区域上的风速平均值来对台风进行定强,并使用海洋二号卫星散射计历史数据对该方法进行了验证。验证结果表明,该台风定强方法可以克服散射计反演台风风速过低的问题。与台风强度监测的历史记录比较的结果显示,在台风强度低于"强台风"这一强度等级时,该方法能够有效估算台风强度。     

COSMO-SkyMed颜色变换强度RC法南京建设用地变化检测

基于非局部滤波的SAR强度RC合成变化检测法对小图斑、线型地物等动态监测灵敏,且对数据获取无时空基线要求,在多云多雨城市地表要素变化检测中具备潜力。本文研究以多时相SAR强度RC合成图为数据源,提出一种基于色彩空间变换的变化图斑半自动提取方法,即通过色彩空间转换、训练样本选取、监督分类影像分割、变化区域提取4步骤,可实现基于SAR强度图的城市建设用地动态监测与图斑高效更新。选取南京河西新城与江北新区为示范,以最优参数配置（3特征向量与10样本类别）进行试验,实现了优于88%的建设用地查准率指标。     

矿产资源开发利用上线划定方法与应用研究

加快构建自然(矿产)资源上线,实行资源总量管理,是资源领域贯彻落实中央关于生态文明建设和实现经济转型发展的具体措施.本文分析了矿产资源开发利用上线划定的影响因素,引入开发利用强度和开发利用强度指数,构建了开发利用强度指标体系.以大宗战略性矿产铁矿为例,运用层次分析法对2009—2018年我国铁矿开发利用强度进行了评价,...     

不同环境下镉对小球藻吸收磷速率的影响

在人工配制的污水中进行静态模拟实验,研究了不同光照强度及不同pH值下,镉对小球藻(Chlorella vulgaris)在悬浮和固定状态下对污水中正磷酸盐的吸收速率的影响。结果表明,镉存在的情况下,在实验所设的各光照强度内,悬浮态小球藻对磷的吸收速率为4~10μg/(h.个),固定化小球藻为12~16μg/(h.个);而相同的镉浓度下,在不同的pH范围中,悬浮态小球藻对磷的吸收速率为1.9~9.4μg/(h.个),固定化小球藻为5.7~12μg/(h.个)。在不同光照强度下,镉总体上降低了小球藻对磷的吸收速率,其中使悬浮藻普遍下降40%~60%,而固定处理使藻受镉的影响较少,至多下降10%~20%,但在个别光照强度下镉反而促进了小球藻对磷的吸收速率。不同pH值时,无论悬浮态还是固定态,镉在大多pH下使小球藻的磷吸收速率下降20%~30%,固定处理并没有减少镉的影响,同样在个别pH下镉促进了对磷的吸收。     

雨生红球藻细胞转化、虾青素积累与光照强度的关系及不同品系间的差异性

于2004年利用3个品系的雨生红球藻(H0、H2和H3)和以去除营养物质的藻液为实验对象,探讨了光强对细胞转化和虾青素积累的影响。结果表明,光照强度对红球藻虾青素积累和细胞转化有显著影响,并在品系间存在一定差异性。其中:品系H0在光强≤25000lx时虾青素积累量随光强的增加而增加,光强在20000～35000lx时虾青素积累量处于较高水平,而光照强度>35000lx时,虾青素积累量随光强的升高而下降;H2品系在光强≤25000lx时虾青素积累量随光强的增加而增加,光强在25000lx左右时虾青素积累量较高,当光强≥35000lx时,虾青素积累大幅度下降;H3品系在≤35000lx时虾青素积累量随光强的升高而增加,20000~45000lx为虾青素积累较适宜的光强,高于45000lx时虾青素积累量则明显下降。进一步分析得出,弱光导致红球藻虾青素含量较低是光照强度不足、细胞内虾青素含量少的结果,而强光下虾青素含量下降则是细胞受到损伤、细胞数量减少导致的。对比研究发现:在较低光强下(20000~25000lx)H2单个细胞内虾青素积累量略低于H0,但其积累虾青素总量却最高,这是由于此时H2不动细胞增长速率比其它品系高造成的,不过适宜H2积累虾青素的光照范围最窄,它对高光强的耐受性也最差;而H3在较低光强下虾青素积累总量及单个细胞内的积累速率均最低,但是它的适宜光照范围最宽,即对高光强的耐受性最强,在较大的光强波动范围内都可以保证较高的安全转化量,这就使得它在较高的光强下虽然单个细胞积累虾青素的速率仍然最低,积累总量反而显著高于其它两个品系。