基于FOA-SVM方法的长江中游悬浮物浓度遥感反演研究

遥感反演是监测水体表层悬浮物浓度分布的有效手段之一。然而,常用的经验回归模型是建立在大样本的理论假设之上的,而大多数情况下所获取的样本数实际上是十分有限的,因而有必要引入基于小样本的新的反演模型。支持向量机(SVM)建立在结构风险最小原理和VC维理论基础上,其泛化能力强,适用于小样本回归模型。使用HJ1B卫星CCD2遥感影像结合长江中游实地同步采样数据建立悬浮物浓度SVM遥感反演模型,并采用果蝇优化算法(FOA)对模型参数进行了优化。结果表明,与传统经验回归模型相比,SVM模型具有较高的预报精度和稳定性;在SVM模型的参数优化中,FOA算法效果理想,其计算量也远小于网格搜索算法。最后,使用所建立的SVM模型对长江中游城陵矶附近长江和洞庭湖水体悬浮物浓度进行了反演,并对其空间分布特征进行了分析。结果显示,长江干流的悬浮泥沙浓度总体上明显小于洞庭湖,这主要是三峡工程下泄泥沙大幅减少造成的;洞庭湖浑浊的湖水汇入长江后,在城陵矶下游形成明显的混合带;而洞庭湖湖口悬浮物浓度明显高于其他湖区,这可能是该区域采砂活动的强烈扰动引起的。     

基于知识与规则的土地利用信息分层提取研究——以南京市都市区为例

为了克服利用统一分类模型难以有效提高土地利用分类精度的问题,为土地利用/覆被定性、定量信息的提取提供一种高精度、高效率的提取方法,将分层信息提取法和基于知识规则的信息提取方法相结合,基于对南京市都市区的土地利用时空特点和研究区TM影像数据中各地类波谱信息的分析,结合了地类提取指数模型、DEM数据、城市建成区边界等,充分利用地学先验知识,设计了一套土地信息分层提取的流程,对土地利用信息进行了提取。利用该方法对2012年南京市都市区的土地利用/土地覆被信息提取的总体精度达到了88.67%,Kappa系数达到了0.85。实践证明,基于知识与规则的土地利用信息分层提取方法提取精度较高,适用性强,对其他地区的土地利用/覆被信息分类提取也有一定的借鉴意义。     

污水湿地处理工艺优化组合设计

污水湿地处理系统是利用土壤、作物、微生物自然净化功能的生态工程技术。主要有水面湿地和渗滤湿地两种类型,在天津城市污水土地处理与利用系统研究的基础上,将两种工艺的优点进行优化组合,并应用于大港油田等污水湿地处理工程,运行结果表明：将水面湿地和渗滤湿地工艺优化组合设计的示范工程,具有提高水力负荷、减少运行费用、节省工程投资、处理效果稳定等特点,有利于处理工程的长期稳定运行。     

伊犁河流域林业生态科技示范区建设对生态服务价值的影响

采用生态系统服务价值计算方法,估算伊犁河流域林业生态科技示范区建设前后生态服务价值变化.结果显示:草地退化前,示范区生态服务价值为64.0万元·a-1;近几十年由于超载过牧草地,生物量明显下降,2003年生态服务价值降至45.9万元.示范区建设以后,生态服务价值显著提高.与草地退化前相比,2006年生态服务价值增长64.5%;与草地退化后相比,生态服务价值增长129.2%,主要由生态服务间接利用价值提供.表明伊犁河流域林业生态科技示范区建设提升了该区生态服务价值,生态经济效益显著.     

Suppression of sexual behavior in male Japanese medaka (Oryzias latipes) exposed to 17beta-estradiol

Mating pairs of Japanese medaka (Oryzias latipes) received 17beta-estradiol (E2; dose, 3 and 30 microg/g body weight daily) in their diet and E2-free diet (control) for two weeks. The effect on reproductive success was assessed in the mating pairs, and sexual and nonsexual behaviors in the male were quantified. The fecundities of the E2-treated groups were reduced significantly (p < 0.05) compared with those of control, and the sexual behaviors (following, dancing, floating, and crossing) of male fish in response to prostaglandin F2alpha (PG)-injected E2-unexposed females were suppressed dramatically. While the fertility of spawned eggs and the frequencies of the nonsexual behaviors of resting and swimming in a straight line performed by male were unchanged in E2-exposed groups. Therefore, sexual behavior in male may be linked with reproductive success in mating pair of madaka exposed to E2. This assay for sexual behavior using PG may provide a useful tool for assessing the effect of endocrine-disrupting chemicals.     

Thermodynamic analysis of fatty acid harvesting by novel carbon-based adsorbent

In this study, separation and concentration of fatty acids (FA) from the synthetic food processing wastewater containing low concentration of FA (250 mg/L) were investigated using expanded graphite (EG) as a novel adsorbent at different temperatures (298~318 K). The adsorption results were further analyzed to verify adsorption mechanisms and thermodynamics of FA onto EG. Results show that the adsorption of FA onto EG was explained well by the Langmuir model with the maximum adsorption capacity up to 8.01 g FA/g EG at 298 K, and considerably affected by temperature. The adsorption kinetics fitted with pseudo-second-order kinetic model and the adsorption mechanism analysis showed that the intraparticle diffusion was not the rate-limiting step, but the coalescence of FA droplets played the significant role for novel adsorption of FA onto EG. The calculated activation energy and thermodynamic parameters such as Gibbs free energy change (ΔG⁰), enthalpy change (ΔH⁰), and entropy change (ΔS⁰) indicated that the adsorption of FA onto EG was very feasible, was highly spontaneous, occurred physically, was exothermic in nature, and was stable in aquatic environmental changes. Overall, FA can be effectively harvested and concentrated from the food processing wastewater by EG even at low concentration.     

拮抗菌对黄瓜枯萎病菌的室内生物活性

测定了从沤肥浸渍液和土壤中分离并筛选得到对黄瓜枯萎病菌的室内生物活性的6个菌株,编号为94－I、94－Ⅱ、94－Ⅲ、96－Ⅰ和98－Ⅱ,测定其孢子悬浮培养16h时对黄瓜枯萎菌的抑制率分别为48．29％、0．00％、60．69％、39．28％、61．29％和72．32％,孢子和菌丝有的变畸形并产生大泡囊;平皿拮抗试验表明,其活体浓度为50％时对黄瓜枯萎病菌的抑制率最大分别为74．52％、83．27％、90．60％、88．59％、89．35％和94．30％;而其相同浓度高压蒸汽灭活后的代谢产物对黄瓜枯萎病菌的抑制率最大分别为33．215、52．22％、62．84％、46．57％、47．61％和70．34％。     

Statistical models of health risk due to microbial contamination of foods

Between 6 million and 33 million cases of food-related illness are estimated to occur in the United States each year, with about 5000 episodes resulting in death. Growing concerns about the safety of food prompted the National Food Safety Initiative of 1997, the goal of which is to reduce the incidence of illness caused by food-borne pathogens. A key component of the food safety initiative is the improvement of farm-to-table risk assessment capabilities, including the development of improved dose-response models for estimating risk. When sufficient data are available, allowable contamination levels of specific micro-organisms in food are established using dose-response models to predict risk at very low doses based on experimental data at much higher doses. This necessitates having reliable models for setting allowable exposures to food-borne pathogens. While only limited data on relatively few micro-organisms that occur in food are available at present for dose-response modeling and risk estimation, still none of the two-parameter models proposed so far, including the popular Beta-Poisson (BP) model, appears to be completely satisfactory for describing and fitting all of the present data (Holcomb et al., 1999). The Weibull–Gamma (WG) model is the only three-parameter model that has been proposed to date. In this paper, new competitive three-parameter models are derived, using a formulation that can be parameterized to represent statistical variation with respect to the dose of micro-organism received by the host and the hosts susceptibility to infection. Parameters of the models are estimated using the maximum likelihood method. Experimental data on several common microbial contaminants in food are used to illustrate the methodology.     

Comparison of PM2.5 and PM10 in A Suburban Area in Korea During April, 2003

Airborne particulate matter (PM) concentrations were measured in Iksan, a suburban area in South Korea during April, 2003. PM_2.5 (particles with an aerodynamic diameter less than 2.5 μm) and PM₁₀ (particles with an aerodynamic diameter less than 10 μm) samples were collected, and the chemical characteristics of particles were examined for diurnal patterns, yellow dust/rainfall influences, and scavenging effects. Average concentrations of PM_2.5 and PM₁₀ mass measured were 37.3 ± 16.2 μg m⁻³ and 60.8 ± 29.5 μg m⁻³, respectively. The sum of ionic chemical species concentrations for PM_2.5 and PM₁₀ was 16.9 ± 7.3 and 23.1 ± 10.1 μg/m³, respectively. A significant reduction in PM mass concentrations during rainfall days was observed for coarse mode (PM_{2.5 − 10}) particles, but less reduction was found for fine (PM_2.5) mass concentration. SO₄ ²⁻, NH₄ ⁺, and K⁺ predominated in fine particulate mode, NO₃ ⁻ and Cl⁻ predominated in fine particle mode and coarse particle mode, but Na⁺, Mg²⁺, and Ca²⁺ mostly existed in coarse mode. The high concentration of ammonium due to local emissions and long-range transport neutralized sulfate and nitrate to ammonium sulfate and ammonium nitrate, which were major forms of airborne PM in Iksan. Average mass concentrations of PM₁₀ in daytime and at night were 57.6 and 70.0 μg m⁻³, and those of PM_2.5 were 35.4 and 42.5 μg m⁻³, respectively. NO₃ ⁻ and Cl⁻ in both PM_2.5 and PM₁₀ were about double at night than in the daytime, while the rest of the chemical species were equal or a little higher at night than in the daytime. The results suggest the formation of ammonium nitrate and chloride when high ammonia concentration and low air temperature are allowed. Backward air trajectory analyses showed that air masses arriving at the site during yellow dust period were transported from arid Chinese regions, which resulted in high concentrations of airborne PM mass concentrations. In the meantime, air mass trajectories during a rainfall period were mostly from the Pacific Ocean or the East China Sea, along with a relatively low PM concentration.     

我国各省市报废汽车量预测

根据统计数据,采用加权平均法计算我国汽车平均使用年限为12年;根据各省市1998—2008年汽车新增消费量统计数据,推测得到2010—2020年各省市汽车报废量;分析了报废汽车中载货车、客车和轿车结构特征和报废汽车东、中、西部区域分布特征。