BP神经网络的训练样本集容量

本文试图解释用ＢＰ神经网络解界面反问题时效果不佳的原因。文中首先从信息量的角度提出了ＢＰ神经网络训练本集容量的概念，给出了它的定义及组织训练样本集时应遵循的原则和方法。对于如何用ＢＰ神经网络解界面反问题，给出了其基本步骤，并根据上述训练样本集容量的概念及界面反总理的特殊性，给出了组织界面反问题训练样本集的方法。     

沙拐枣属(Calligonum L.)植物物候对长期气温变化的响应

由新疆维吾尔自治区气象信息中心提供的1977—2006年吐鲁番气象资料统计得知:近29年气候有变暖趋势,线性变暖速率为每10年0.72℃,29年来吐鲁番地区年平均气温共上升2.06℃。结合吐鲁番沙漠植物园沙拐枣属植物的物候观测积累资料,分析了4个组的芽膨胀、开始展叶、同化枝开始变色、同化枝初落的时间变化趋势及其与温度变化的响应关系。结果表明:(1)1977年以来,沙拐枣属(Calligonum L.)植物刺果组(Sect.Medusa Sosk.et Alexandr)物候期最晚;同化枝开始变色为泡果组(Sect.Calliphysa(Fisch.et Mey.)Borszcz)晚于翅果组;其他3种物候期中,泡果组物候期最早,基翅组(Sect.Calligonum)和翅果组(Sect.Pterococcus(Pall.)Borszcz)均居中。4个组的芽膨胀和开始展叶时间大部分呈提前趋势,同化枝开始变色和同化枝初落时间呈推后趋势。(2)4个组的芽膨胀与年平均气温、春季气温呈显著负相关(p0.05)。年平均气温每升高1℃,泡果组、刺果组、基翅组、翅果组的芽膨胀时间分别提前4.5d、4.3d、4.1d、8.3d;同化枝开始变色和同化枝初落时间变化不明显。芽膨胀对温度变化的响应程度显著大于同化枝开始变色和同化枝初落。     

基于空间分析与实证的中国农业土地边际收益与全要素生产率研究(英文)

This paper attempts to explore the temporal and spatial nature of the marginal revenue of land, total factor productivity (TFP) change and its three components: technical change (TC), technical efficiency change (TEC) and scale efficiency change (SEC) as seen in Chinese agricultural production from 1995 to 1999. Based on county-level data, the study utilized both stochastic frontier and mapping analyses methods. The results show that growth in the marginal revenue of land was diverse across various regions, where most gain occurred in eastern coastal zone, while loss was in Northwest and North China. China has experienced moderate decreases in annual TFP change (-0.26%) with considerable regional variations. Specifically, the administrative intervention in grain production and the deterioration of the agricultural technology diffusion system led to a moderate drop in annual TFP change. County-level mapping analyses took into account interregional variances in TFP and its components. Regarding components of TFP, TEC differences explain the majority of regional dispersions in TFP. As developed areas in China, the Huang-Huai-Hai region and the Beijing-Tianjin-Tangshan economic zone face the challenges of land conversion and grain security amidst the process of urbanization.     

Description and ESR dating of the Holsteinian interglaciation

The classical region of the Holsteinian interglacial is in the vicinity of Hamburg and the Lower Elbe. It is defined on the basis of pollen and is clearly distinguishable from the Eemian interglacial (Hallik, 1960; Müller, 1974). The Holsteinian interglacial is represented by a sequence of sediments up to 100 m in thickness. These consist of limnic, fluvial, and marine beds and show a transgression up to the height of present sea-level.Twenty-seven molluscs from Holsteinian deposits were used for ESR dating. The ages show that the Holsteinian may be correlated with stage 7 of the deep sea record V28-238 (Shackleton and Opdyke, 1973).     

Messung des Ultrarot-Pleochroismus von Mineralen. X. Der Pleochroismus der OH-Streckfrequenz in Zoisit

Zusammenfassung Der Pleochroismus der OH-Streckfrequenz (=3,16 ±0,02 ) zeigt sowohl für -Zoisit als auch für -Zoisit, daß die OH-Dipole paralel [001] orientiert sind.

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Measurement of the infrared-pleochroism in minerals. X. The pleochroism of the OH-stretching frequency in zoisite

Summary The pleochroism of the OH-stretching frequency (=3.16 ±0.02 ) proves for - and -zoisite that the OH-dipoles are oriented parallel [001].

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New insights on the trophic ecology of bathyal communities from the methane seep area off Concepción,Chile (~36° S)

Studies of the trophic structure in methane‐seep habitats provide insight into the ecological function of deep‐sea ecosystems. Methane seep biota on the Chilean margin likely represent a novel biogeographic province; however, little is known about the ecology of the seep fauna and particularly their trophic support. The present study, using natural abundance stable isotopes, reveals a complex trophic structure among heterotrophic consumers, with four trophic levels supported by a diversity of food sources at a methane seep area off Concepción, Chile (~36° S). Although methanotrophy, thiotrophy and phototrophy are all identified as carbon fixation mechanisms fueling the food web within this area, most of the analysed species (87.5%) incorporate carbon derived from photosynthesis and a smaller number (12%) use carbon derived from chemosynthesis. Methane‐derived carbon (MDC) incorporation was documented in 22 taxa, including sipunculids, gastropods, polychaetes and echinoderms. In addition, wide trophic niches were detected in suspension‐feeding and deposit‐feeding taxa, possibly associated with the use of organic matter in different stages of degradation (e.g. from fresh to refractory). Estimates of Bayesian standard ellipses area (SEA_B) reveal different isotopic niche breadth in the predator fishes, the Patagonian toothfish Dissostichus eleginoides and the combtooth dogfish Centroscyllium nigrum, suggesting generalist versus specialist feeding behaviors, respectively. Top predators in the ecosystem were the Patagonian toothfish D. eleginoides and the dusky cat shark, Bythaelurus canescens. The blue hake Antimora rostrata also provides a trophic link between the benthic and pelagic systems, with a diet based primarily on pelagic‐derived carrion. These findings can inform accurate ecosystem models, which are critical for effective management and conservation of methane seep and adjacent deep‐sea habitats in the Southeastern Pacific.     

Detection of 36 antibiotics in coastal waters using high performance liquid chromatography-tandem mass spectrometry

Among pharmaceuticals and personal care products released into the aquatic environment, antibiotics are of particular concern, because of their ubiquity and health effects. Although scientists have recently paid more attention to the threat of antibiotics to coastal ecosystems, researchers have often focused on relatively few antibiotics, because of the absence of suitable analytical methods. We have therefore developed a method for the rapid detection of 36 antibiotic residues in coastal waters, including tetracyclines (TCs), sulfanilamides (SAs), and quinolones (QLs). The method consists of solid-phase extraction (SPE) and liquid chromatography-tandem mass spectrometry (LC-MS/MS) analysis, using electrospray ionization (ESI) in positive mode. The SPE was performed with Oasis HLB and Oasis MCX cartridges. Chromatographic separation on a C18 column was achieved using a binary eluent containing methanol and water with 0.1% formic acid. Typical recoveries of the analytes ranged from 67.4% to 109.3% at a fortification level of 100 ng/L. The precision of the method, calculated as relative standard deviation (RSD), was below 14.6% for all the compounds. The limits of detection (LODs) varied from 0.45 pg to 7.97 pg. The method was applied to determine the target analytes in coastal waters of the Yellow Sea in Liaoning, China. Among the tested antibiotics, 31 were found in coastal waters, with their concentrations between the LOD and 212.5 ng/L. These data indicate that this method is valid for analysis of antibiotics in coastal waters. The study first reports such a large number of antibiotics along the Yellow Sea coast of Liaoning, and should facilitate future comprehensive evaluation of antibiotics in coastal ecosystems.