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土地盐渍化作为一种土壤灾害,严重制约着社会经济与农业的发展。对盐碱地进行实时监测,可为盐碱地的评价改良提供科学依据。由于盐碱地的信息复杂、提取精度不高,因此本文以高分六号(GF-6)卫星遥感影像为数据源,采用分形网络演化算法(fractal net evolution approach,FNEA)进行影像对象的多尺度分割,从面向对象的角度减少高分影像分类结果中的椒盐噪声问题,通过计算图像对象的局部方差和变化率来确定适宜的盐碱地分割尺度。利用基于特征选择的相关性算法(correlations-based feature selection,CFS)与Relief F算法分别对由光谱、纹理、形状、遥感指数构成的初始特征空间进行特征优选,精简特征子集,解决特征数量冗余问题,以此来优化随机森林对盐碱地提取精度。结果表明:CFS约简后的特征子集更小,精度更高,说明在盐碱地提取过程中,筛选特征数目能够减小冗余数据对提取精度的影响。CFS优化后的随机森林对盐碱地的提取效果较好,该方法总体分类精度达到83.7%。 相似文献
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R. Stoks 《Behavioral ecology and sociobiology》1999,47(1-2):70-75
Animals commonly choose between microhabitats that differ in foraging return and mortality hazard. I studied the influence
of autotomy, the amputation of a body part, on the way larvae of the damselfly Lestes sponsa deal with the trade-off between foraging or seeking cover. Survival of Lestes larvae when confronted with the odonate predator Aeshna cyanea was higher in a complex than in a simple microhabitat, indicating that this more complex microhabitat was safer. Within the
simple microhabitat, larvae without lamellae had a higher risk for mortality by predation than larvae with lamellae, showing
a long-term cost of autotomy. When varying the foraging value (food present or absent) and predation risk (encaged predator
or no predator) in the simple microhabitat, larvae with and without lamellae responded differentially to the imposed trade-off.
All larvae spent more time in the simple microhabitat when food was present than when food was absent. Larvae without lamellae,
however, only sporadically left the safe microhabitat, irrespective of the presence of the predator. In contrast, larvae with
lamellae shifted more frequently towards the risky microhabitat than those without lamellae, and more often in the absence
than in the presence of the predator. These decisions affected the foraging rates of the animals. I show for the first time
that refuge use is higher after autotomy and that this is associated with the cost of reduced foraging success. The different
microhabitat preferences for larvae with and without lamellae are consistent with their different vulnerabilities to predation
and demonstrate the importance of intrinsic factors in establishing trade-offs.
Received: 4 June 1999 / Received in revised form: 18 August 1999/ Accepted: 18 August 1999 相似文献
56.
ANDREW T. KNIGHT RICHARD M. COWLING MARK DIFFORD BRUCE M. CAMPBELL 《Conservation biology》2010,24(5):1348-1358
Abstract Spatial prioritization techniques are applied in conservation‐planning initiatives to allocate conservation resources. Although typically they are based on ecological data (e.g., species, habitats, ecological processes), increasingly they also include nonecological data, mostly on the vulnerability of valued features and economic costs of implementation. Nevertheless, the effectiveness of conservation actions implemented through conservation‐planning initiatives is a function of the human and social dimensions of social‐ecological systems, such as stakeholders’ willingness and capacity to participate. We assessed human and social factors hypothesized to define opportunities for implementing effective conservation action by individual land managers (those responsible for making day‐to‐day decisions on land use) and mapped these to schedule implementation of a private land conservation program. We surveyed 48 land managers who owned 301 land parcels in the Makana Municipality of the Eastern Cape province in South Africa. Psychometric statistical and cluster analyses were applied to the interview data so as to map human and social factors of conservation opportunity across a landscape of regional conservation importance. Four groups of landowners were identified, in rank order, for a phased implementation process. Furthermore, using psychometric statistical techniques, we reduced the number of interview questions from 165 to 45, which is a preliminary step toward developing surrogates for human and social factors that can be developed rapidly and complemented with measures of conservation value, vulnerability, and economic cost to more‐effectively schedule conservation actions. This work provides conservation and land management professionals direction on where and how implementation of local‐scale conservation should be undertaken to ensure it is feasible. 相似文献
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Fisher最优分割法是用离差平方和来表示同类样本之间的差异程度,通过简便的计算步骤和作图,确定最优分类数,使同类样本间的差异最小,各类别样本间的差异最大,并用F检验法检验最优分类数的合理性。文章根据Fisher最优分割法的理论内涵,研究其应用于酸雨环境监测优化布点的可行性。以漳州市沿海区域监测点为研究实例,用Fisher最优分割法确定最优的分类情况和最优的优化布点方案。结果表明,原布设的9个监测点用Fisher最优分割法优化为3个典型点位,可客观地反映漳州市酸雨控制区的整体污染状况和污染趋势,该方法理论内涵直观、计算简便、重复性好,对环境质量监测有重要的意义。 相似文献
59.
Clint D. Kelly 《Behavioral ecology and sociobiology》2008,62(6):855-871
A long-standing hypothesis in behavioural ecology posits that males with greater resource-holding potential (RHP) control
resource sites deemed more valuable by sexually-receptive females and, thereby, males controlling such sites accrue greater
reproductive success (RS). This hypothesis has historically been investigated using three separate but non-mutually exclusive
relationships (male RHP vs. resource value, resource value vs. male RS and male RHP vs. RS). The relationships between these
three variables are predicted to be strongly positive, however, due to measurement error and biological noise, perfect correlations
(r = 1.0) are rare in biology even for well-established relationships. Moreover, the inaccurate identification of either the
male trait(s) important to RHP or the resource characteristic sought by females will weaken the observed strength of the relationships.
Here, I use meta-analysis to quantitatively describe the general pattern of these relationships in animals. I predict that
the relationships between male RHP, resource-value and RS should be significantly positive (male RHP and resource-value should
explain a large amount of the variation in male RS). My meta-analysis supports this hypothesis; however, in the best case
scenario only ca. 20% of the variation in the response variable was explained. I conclude by identifying areas in which we
need to improve our investigations of resource-defence animals and recommending approaches to meet these needs.
Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users. 相似文献
60.
G. W. Uetz William J. McClintock Douglas Miller Elizabeth I. Smith Kristina K. Cook 《Behavioral ecology and sociobiology》1996,38(4):253-257
Males of the brush-legged wolf spider Schizocosa ocreata (Hentz) have conspicuously decorated forelegs used in courtship and agonistic displays. Approximately one in five juvenile
males has a missing or regenerating foreleg, and regeneration of a leg lost during development usually results in the absence
of a decorative tuft on that leg. The subsequent asymmetry in this male secondary character significantly decreases success
in both courtship of females and male-male agonistic interactions. Experimental removal of tufts from one leg of previously
successful symmetric males produces similar results. As a test for concomitant behavioral effects, female spiders were shown
video images of a courting male with symmetric tufts and the same video image altered to have asymmetric tufts. Female receptivity
to the asymmetric video image was lower. In contrast to fluctuating asymmetry resulting from developmental instability, leg
tuft asymmetry in S. ocreata most likely arises from a single event during ontogeny – possibly leg loss from an aggressive or predator encounter – and
may serve as a quality indicator in female mate choice.
Received: 27 July 1995/ Accepted after revision: 19 November 1995 相似文献