基于社交媒体数据的城市公园景感评价

城市公园是城市居民与自然生态系统互动的主要场所,为居民提供重要的生态系统服务。从景感生态角度和方法对城市公园文化服务进行评价,需要掌握大量居民个体对城市公园的感知、感受信息。随着现代信息技术和人们生活方式的发展,社交媒体成为大众获取信息、发布观点的主要方式之一。社交媒体数据具有数据易于获取、时间跨度长、数据量大等优势,同时,通过对社交媒体信息进一步进行文本提取与分析,还可以获取用户对特定活动场所更为具体的感知和感受,因此,社交媒体数据为城市公园景感评价提供了有价值的新的数据来源和手段。构建了基于社交媒体数据的城市公园景感评价框架和流程、评价指标以及信息提取方法,包括对获取数据进行预处理;构建感官感知及公园要素词库;通过情感分类,形成积极和消极情感文本,表征用户对文本关联景感要素的满意度;将各类情感文本分别进行要素及其对应感知感官的统计,以频率衡量景感要素对用户感知的重要性;在此基础上,基于重要性-绩效分析(IPA)方法构建了感知评价模型。最后,以北京玉渊潭公园为例,进行了实证研究。结果表明:视觉在居民对城市公园的感知体验中占据主导地位,触觉感知次之,听觉感知普遍不被重视,而嗅觉感知评价...     

Four Biotypes of Tylenchulus semipenetrans in California Identified,and Their Importance in the Development of Resistant Citrus Rootstocks

Four biotypes (pathotypes) of the citrus nematode, Tylenchulus semipenetrans, occurring in California, U.S.A. were differentiated on the basis of differences of infectivity on ''Homosassa'' sweet orange, ''Troyer'' citrange, ''Pomeroy'' and ''Rubidoux'' Poncirus trifoliata, ''Thompson Seedless'' grape, and ''Manzanillo'' olive. A method for differentiating biotypes of T. semipenetrans is described. Field observations indicate that biotypes of this nematode are very stable. The importance of using highly infective biotypes in the development and selection of satisfactory citrus-nematode-resistant rootstocks is emphasized.     

Sperm competition games: a prospective analysis of risk assessment.

We develop the logic of assessment of sperm competition risk by individual males where the mechanism of sperm competition follows a ''loaded raffle'' (first and second inseminates of a female have unequal prospects). Male roles (first or second to mate) are determined randomly. In model 1, males have no information about the risk associated with individual females and ejaculation strategy depends only on the probability, q, that females mate twice. Evolutionarily stable strategy (ESS) ejaculate expenditure increases linearly from zero with q, and reduces with increasing inequality between ejaculates, though the direction of the loading (which role is favoured) is unimportant. In model 2, males have perfect information and can identify each of three risk states: females that will (1) mate just once (''no risk''), (2) mate twice but have not yet mated (''future risk''), and (3) mate twice and have already mated (''past risk''). The ESS is to ejaculate minimally with ''no risk'' females, and to expand equally with ''past'' and ''future'' risk females; the direction of the competitive loading is again unimportant. Expenditure again increases with risk, but is now non-zero at extremely low risk. Model 3 examines three cases of partial information where males can identify only one of the three risk states and cannot distinguish between the other two: they therefore have just two information sets or ''contexts''. Expenditure in both contexts typically rises non-linearly from zero with q, but (whatever the loading direction) expenditure is higher in the context with higher risk (e.g. if contexts are ''mated'' and ''virgin'', males spend more with mated females). However, in highly loaded raffles, sperm expenditure can decrease over part of the range of risk. Also, the direction of the loading now affects expenditure. Biological evidence for the predictions of the models is summarized and discussed.     

Evolution towards oscillation or stability in a predator–prey system

We studied a prey–predator system in which both species evolve. We discuss here the conditions that result in coevolution towards a stable equilibrium or towards oscillations. First, we show that a stable equilibrium or population oscillations with small amplitude is likely to occur if the prey''s (host''s) defence is effective when compared with the predator''s (parasite''s) attacking ability at equilibrium, whereas large-amplitude oscillations are likely if the predator''s (parasite''s) attacking ability exceeds the prey''s (host''s) defensive ability. Second, a stable equilibrium is more likely if the prey''s defensive trait evolves faster than the predator''s attack trait, whereas population oscillations are likely if the predator''s trait evolves faster than that of the prey. Third, when the adaptation rates of both species are similar, the amplitude of the fluctuations in their abundances is small when the adaptation rate is either very slow or very fast, but at an intermediate rate of adaptation the fluctuations have a large amplitude. We also show the case in which the prey''s abundance and trait fluctuate greatly, while those of the predator remain almost unchanged. Our results predict that populations and traits in host–parasite systems are more likely than those in prey–predator systems to show large-amplitude oscillations.     

Statistical power for detecting epistasis QTL effects under the F-2 design

Epistasis refers to gene interaction effect involving two or more genes. Statistical methods for mapping quantitative trait loci (QTL) with epistasis effects have become available recently. However, little is known about the statistical power and sample size requirements for mapping epistatic QTL using genetic markers. In this study, we developed analytical formulae to calculate the statistical power and sample requirement for detecting each epistasis effect under the F-2 design based on crossing inbred lines. Assuming two unlinked interactive QTL and the same absolute value for all epistasis effects, the heritability of additive × additive (a × a) effect is twice as large as that of additive × dominance (a × d) or dominance × additive (d × a) effect, and is four times as large as that of dominance × dominance (d × d) effect. Consequently, among the four types of epistasis effects involving two loci, ''a × a'' effect is the easiest to detect whereas ''d × d'' effect is the most difficult to detect. The statistical power for detecting ''a × a'' effect is similar to that for detecting dominance effect of a single QTL. The sample size requirements for detecting ''a × d'', ''d × a'' and ''d × d'' are highly sensitive to increased distance between the markers and the interacting QTLs. Therefore, using dense marker coverage is critical to detecting those effects.     

基于心率检测的便携式儿童情绪感知系统研制

目的:检测儿童的情绪能力,从而检验儿童情绪能力发展是否正常以及协助训练孤独症儿童的情绪能力。方法:设计了一套便携式的儿童情绪感知系统,检测儿童的情绪能力。本系统由心率信号采集模块,PC机端的软件以及情绪能力数据分析组成。结果:研制的儿童情绪能力感知系统具有便携、可穿戴等优点,能够准确地检测儿童情绪能力。结论:儿童情绪能力感知系统能够检测使用者的情绪能力,也能够在儿童情绪能力干预训练中记录孤独症儿童的情绪变化,为干预训练提供帮助。     

Clustering Consumers Based on Trust,Confidence and Giving Behaviour: Data-Driven Model Building for Charitable Involvement in the Australian Not-For-Profit Sector

Organisations in the Not-for-Profit and charity sector face increasing competition to win time, money and efforts from a common donor base. Consequently, these organisations need to be more proactive than ever. The increased level of communications between individuals and organisations today, heightens the need for investigating the drivers of charitable giving and understanding the various consumer groups, or donor segments, within a population. It is contended that `trust'' is the cornerstone of the not-for-profit sector''s survival, making it an inevitable topic for research in this context. It has become imperative for charities and not-for-profit organisations to adopt for-profit''s research, marketing and targeting strategies. This study provides the not-for-profit sector with an easily-interpretable segmentation method based on a novel unsupervised clustering technique (MST-kNN) followed by a feature saliency method (the CM1 score). A sample of 1,562 respondents from a survey conducted by the Australian Charities and Not-for-profits Commission is analysed to reveal donor segments. Each cluster''s most salient features are identified using the CM1 score. Furthermore, symbolic regression modelling is employed to find cluster-specific models to predict `low'' or `high'' involvement in clusters. The MST-kNN method found seven clusters. Based on their salient features they were labelled as: the `non-institutionalist charities supporters'', the `resource allocation critics'', the `information-seeking financial sceptics'', the `non-questioning charity supporters'', the `non-trusting sceptics'', the `charity management believers'' and the `institutionalist charity believers''. Each cluster exhibits their own characteristics as well as different drivers of `involvement''. The method in this study provides the not-for-profit sector with a guideline for clustering, segmenting, understanding and potentially targeting their donor base better. If charities and not-for-profit organisations adopt these strategies, they will be more successful in today''s competitive environment.     

Movement in the normal visual hemifield induces a percept in the 'blind' hemifield of a human hemianope.

We have investigated visual responses to moving stimuli presented to the normal hemifield of a hemianope, GY, who exhibits residual visual function in his right, ''blind'' hemifield. Preliminary experiments established that his perception of moving stimuli localized in his ''blind'' hemifield is retained when a similar stimulus is presented simultaneously in the normal hemifield. In response to a grating stimulus moving horizontally towards fixation in the non-foveal region of the normal, left hemifield, he perceives in addition to a normal motion percept in the left hemifield, a sensation of movement localized in the right hemifield. Qualitatively, this latter is indistinguishable from responses elicited by direct stimulation localized within his ''blind'' hemifield by moving stimuli. We have investigated the characteristics of the mechanisms which induce the ''blind'' field component of GY''s responses to stimulation of the normal hemifield. We show that GY''s sensitivity for detection of movement localized within his ''blind'' hemifield is dependent on the direction of movement, the contrast and the velocity of a grating presented to the normal hemifield. No induced effects were recorded in response to colour or to non-moving, flickering stimuli. We examine the possible contribution of scattered light to our observations, and eliminate this factor by consideration of our experimental results. We discuss the neural mechanisms which may be involved in this response.     

Zipf's law leads to Heaps' law: analyzing their relation in finite-size systems

Background

Zipf''s law and Heaps'' law are observed in disparate complex systems. Of particular interests, these two laws often appear together. Many theoretical models and analyses are performed to understand their co-occurrence in real systems, but it still lacks a clear picture about their relation.

Methodology/Principal Findings

We show that the Heaps'' law can be considered as a derivative phenomenon if the system obeys the Zipf''s law. Furthermore, we refine the known approximate solution of the Heaps'' exponent provided the Zipf''s exponent. We show that the approximate solution is indeed an asymptotic solution for infinite systems, while in the finite-size system the Heaps'' exponent is sensitive to the system size. Extensive empirical analysis on tens of disparate systems demonstrates that our refined results can better capture the relation between the Zipf''s and Heaps'' exponents.

Conclusions/Significance

The present analysis provides a clear picture about the relation between the Zipf''s law and Heaps'' law without the help of any specific stochastic model, namely the Heaps'' law is indeed a derivative phenomenon from the Zipf''s law. The presented numerical method gives considerably better estimation of the Heaps'' exponent given the Zipf''s exponent and the system size. Our analysis provides some insights and implications of real complex systems. For example, one can naturally obtained a better explanation of the accelerated growth of scale-free networks.     

Physician self-awareness: the neglected insight.

Self-awareness is vital to a physician''s development. Understanding the impact of our internal subjective world on our attitudes and values and on the fantasies we have of reality is important to us as doctors. Some of the means of acquiring this self-knowledge include accurately perceiving the reflection of one''s self in patients, understanding one''s learning style, studying and enjoying the humanities, expressing one''s self creatively, maintaining a sense of humour and examining one''s reaction to experiences. When confronted by a person who is ill the physician must take action that is constructive and affirmative and not compromised by behaviour that originates in unexamined personal issues.     

基于专利分析的肿瘤基因PCR诊断技术研究

肿瘤目前成为人类健康和生命的重要危胁,肿瘤基因诊断是对肿瘤的各种原癌基因、抑癌基因进行检测,聚合酶链反应(polymerase chain reaction,PCR)技术是目前临床基因诊断应用最广泛的诊断技术,具有普及率高、特异性好、简便快捷等特点。肿瘤基因PCR诊断技术可以用于已知基因突变的检测,快速了解突变状态,有效制定治疗方案,为肿瘤患者带来福音。本研究主要基于专利数据,对肿瘤基因PCR诊断技术进行分析,探讨了全球与中国在肿瘤基因PCR诊断技术领域的发展现状与趋势。在Innography数据库共检索到PCR技术相关专利16,939件,专利家族6,285件。在肿瘤基因PCR诊断技术领域中,荧光定量PCR技术占比较大,约占肿瘤基因PCR诊断技术总量的三分之一。从技术技术生命周期来看,肿瘤基因PCR诊断技术目前仍处在高速发展阶段。美国是肿瘤基因PCR诊断技术的发展领先国家。该技术的主要来源国为美国,全球42.09%的专利来自美国,同时美国也是同族专利的主要分布地区。在肿瘤基因PCR诊断技术领域,排名前15位的顶尖机构中,来自美国的机构有7所。中国在肿瘤基因PCR诊断技术领域起步较晚,但发展迅速,在该技术领域申请的专利数量仅次于美国。中国申请的肿瘤基因PCR诊断技术的专利绝大多数都只在中国进行专利保护,并没有布局全球市场的意愿。     

Motion perception: from phi to omega.

When human observers view dynamic random noise, such as television ''snow'', through a curved or annular aperture, they experience a compelling illusion that the noise is moving smoothly and coherently around the curve (the ''omega effect''). In several series of experiments, we have investigated the conditions under which this effect occurs and the possible mechanisms that might cause it. We contrast the omega effect with ''phi motion'', seen when an object suddenly changes position. Our conclusions are that the visual scene is first segmented into objects before a coherent velocity is assigned to the texture on each object''s surface. The omega effect arises because there are motion mechanisms that deal specifically with object rotation and these interact with pattern mechanisms sensitive to curvature.     

Crohn's disease of the appendix

Granulomatous inflammation typifying Crohn''s disease was centred within or confined to appendices in six patients, two of whom developed lesions attributable to Crohn''s disease elsewhere in the gut. The remaining four patients have remained symptom-free for periods varying from two to six years. Histological evidence of Crohn''s disease was also present in five of 46 appendices available for re-examination in a survey of 63 cases of Crohn''s enterocolitis. It is adduced that appendiceal involvement in Crohn''s disease is not uncommon.     

The real cost of sequencing: higher than you think!

Advances in sequencing technology have led to a sharp decrease in the cost of ''data generation''. But is this sufficient to ensure cost-effective and efficient ''knowledge generation''?     

高寒生态脆弱区农户对气候变化的感知——以甘南高原为例

气候变化作为人类当前面临的最严峻挑战,已对生态脆弱区农户生计产生严重的负面影响,明确农户对气候变化的感知对于制定有效的气候变化适应政策非常关键。以甘南高原为研究区,基于入户调查数据,构建了农户对气候变化的感知度指数,分析了甘南高原农户的气候变化感知特征,并采用经济计量模型分析了影响农户气候变化感知的关键因素。结果表明:(1)甘南高原农户对气温变化的感知能力强于对降水变化的感知,并对近期发生的、规模较大、影响较严重的极端天气记忆较深;(2)农户对气候变化的严重性及可能性感知较强烈,感知到的适应成本与适应功效也较高,但感知到的自我效能较弱,其气候变化严重性、可能性、适应功效、自我效能及适应成本感知度指数分别为3.76、3.34、3.43、2.85、3.53,且农区农户对气候变化的风险感知与适应感知均最强,半农半牧区次之,纯牧区最弱;(3)气候变化信息、农户的客观适应能力、农户对社会话语的信任度、适应激励均会影响农户的气候变化感知,其中,适应激励为最关键的影响因素,其与农户的气候变化适应功效感知、自我效能感知均呈正相关,而与风险感知、适应成本感知呈负相关。最后,针对如何提高农户气候变化感知的准确度,增强农户应对气候变化的能力,提出相关的政策建议。     

Racializing teenage pregnancy: 'culture' and 'tradition' in the South African scientific literature

The signifiers, 'race', 'culture' or 'ethnicity' are utilized in the teenage pregnancy literature (1) to highlight 'differences' in adolescent sexual and reproductive behaviour and (2) as explanatory tools. When 'white' teenagers are the focus of research, psychological explanations are usually invoked, whereas for 'black' teenagers, explanations are socio-cultural in nature. In this article, we explore how, through a process of racialization, the psychomedical literature on teenage pregnancy in South Africa contributes to the entrenchment of 'race', 'culture' and 'ethnicity' as fixed, 'natural' signifiers. We utilize Derrida's notion of différance , together with Phoenix and Woollett's adaptation - 'normalized absence/pathologized presence' - to indicate how 'black' people are cast as the Other, the pathologized presence which relies on the normalized absent trace, 'whiteness', for definition. We analyse how the notions of 'tradition' and 'culture' are deployed to sanitize or disguise the underlying racializing project. 'Black' is exoticized and rendered strange and thus open to scrutiny, monitoring and intervention. 'Culture' and 'tradition' appeal to the myth of origin, thus providing pseudohistorical explanations which essentialize and naturalize racialized collectivities.     

A 'sticky' interhemispheric switch in bipolar disorder?

Despite years of research into bipolar disorder (manic depression), its underlying pathophysiology remains elusive. It is widely acknowledged that the disorder is strongly heritable, but the genetics are complex with less than full concordance in monozygotic twins and at least four susceptibility loci identified. We propose that bipolar disorder is the result of a genetic propensity for slow interhemispheric switching mechanisms that become ''stuck'' in one or the other state. Because slow switches are also ''sticky'' when compared with fast switches, the clinical manifestations of bipolar disorder may be explained by hemispheric activation being ''stuck'' on the left (mania) or on the right (depression). Support for this ''sticky'' interhemispheric switching hypothesis stems from our recent observation that the rate of perceptual alternation in binocular rivalry is slow in euthymic subjects with bipolar disorder (n = 18, median = 0.27 Hz) compared with normal controls (n = 49, median = 0.60 Hz, p < 0.0005). We have presented evidence elsewhere that binocular rivalry is itself an interhemispheric switching phenomenon. The rivalry alternation rate (putative interhemispheric switch rate) is robust in a given individual, with a test-retest correlation of more than 0.8, making it suitable for genetic studies. The interhemispheric switch rate may provide a trait-dependent biological marker for bipolar disorder.