The search for gravitational waves from the coalescence of black hole binary systems in data from the LIGO and Virgo detectors. Or: A dark walk through a random forest

The LIGO and Virgo gravitational-wave observatories are complex and extremely sensitive strain detectors that can be used to search for a wide variety of gravitational waves from astrophysical and cosmological sources. In this thesis, I motivate the search for the gravitational wave signals from coalescing black hole binary systems with total mass between 25 and 100 solar masses. The mechanisms for formation of such systems are not well-understood, and we do not have many observational constraints on the parameters that guide the formation scenarios. Detection of gravitational waves from such systems — or, in the absence of detection, the tightening of upper limits on the rate of such coalescences — will provide valuable information that can inform the astrophysics of the formation of these systems. I review the search for these systems and place upper limits on the rate of black hole binary coalescences with total mass between 25 and 100 solar masses. I then show how the sensitivity of this search can be improved by up to 40% by the the application of the multivariate statistical classifier known as a random forest of bagged decision trees to more effectively discriminate between signal and non-Gaussian instrumental noise. I also discuss the use of this classifier in the search for the ringdown signal from the merger of two black holes with total mass between 50 and 450 solar masses and present upper limits. I also apply multivariate statistical classifiers to the problem of quantifying the non-Gaussianity of LIGO data. Despite these improvements, no gravitational-wave signals have been detected in LIGO data so far. However, the use of multivariate statistical classification can significantly improve the sensitivity of the Advanced LIGO detectors to such signals.

Ecological aspects of New Forest streams, draining one of Britain's unique areas

This article describes the streams of this unique area of Britain and reviews the published and some unpublished information that is currently available. None of the rivers in the New Forest are more than 30 km long. Many reaches have been artificially straightened, channelized and regraded since the 1840's. The stream waters are typically base-poor, with low nutrient concentrations. Primary productivity and standing crops of algae are predictably low when compared with other streams carrying higher concentrations of minerals and nutrients. The earliest records on the macroinvertebrate fauna go back to the late 19th Century. By 1940, over 20 species of Trichoptera and 10 species of Plecoptera had been recorded, but only four species of Ephemeroptera. Twenty species of fish occur in the streams of the New Forest of which the most common are brown trout, minnow, bullhead, stone loach, brook lamprey and eel.

Rapid changes in the vegetation of a shallow pond in Epping Forest, related to recent droughts

Over much of Britain, 1995 and 1996 have been perceived as drought years. To evaluate the impact that local climatic conditions are having upon successional changes in higher vegetation (macrophytes), Speakmans Pond in Epping Forest was surveyed and mapped in 1996. The results are related to previous vegetation surveys carried out in 1989 and 1991. In 1989 the dominant marginal vegetation was floating sweet-grass Glyceria fluitans, which also covered a major part of the main body of the pond. Other abundant species included soft rush Juncus effusus, reed mace Typha latifolia and yellow flag Iris pseudocorus. A small (central) area of open water contained bladderwort Utricularia vulgaris and white water-lily Nymphaea alba. A similar plant coverage was found in 1991, with a dominance of floating sweet-grass along the shallow eastern edge. A marked change in the pond was found during the 1996 survey of vegetation in July, when the pool was dry. The major plant cover now consisted of creeping bent Agrostis stolonifera, with isolated clumps of Yorkshire fog Holcus lanatus around the edges; both are terrestrial grasses found on land surrounding the pond. Rushes (Juncus) had increased their distribution round the margins of the pond, and the patch of yellow flag noted in 1989 and 1991 was not found in 1996. The deeper trenches were also dry, but a small patch of white water-lily remained adjacent to one of the trenches.

A note on the shallow ponds on the gravel ridge of Epping Forest, Essex

In a recent study in Freshwater Forum on Speakman's Pond (also known as Nursery Pond) the impression was given that it had been a permanent water-filled pond which had recently dried out due to exceptionally low rainfall. In fact, Nursery Pond was created by the extraction of gravel and was never more than 50 cm deep, until the creation of trenches in 1989 to provide a refuge for aquatic life. The Nursery Pond followed a seasonal pattern of filling with winter rain and slowly drying out between 1940 to 1970. It had no established aquatic vegetation, no fish, and only rarely amphibians. Permanent water was present only from about 1979 until 1995 due to leakage from a Thames water storage reservoir.

Comparative limnology of waters in a coniferous forest: is a generalisation possible?

The high density of meres and mosses in the Delamere area comes from numerous moraine-hollows formed after the melting of stranded ice-blocks following last glaciation. The main vegetation is of conifers along with some deciduous species and the area was designated as a National Forest Park in 1987. It has been managed since the beginning of the 19th century and is a popular tourist area with walking, orienteering, cycling and educational activities. In recent years this forest park has been attracting over half a million people per year. This paper studies the limnology of different aquatic habitats in the Delamere Forest area in order to give some insight into the waters of a coniferous, temperate forest area, which has so far been largely unexplored. The authors assume therefore, thought that despite apparent large variability in origin, age, surface area, morphometry, catchment size and hydraulic regime, the waters of Delamere Forest might share some revealing chemical and biological features. Seven water-bodies in the Delamere Forest Park area, namely, Black Lake, Blakemere Moss, Delamere Lake, Delamere Quarry, Hatchmere, Windyhowe Farm Spring and Fir Brook were sampled, their water chemistry and dissolved organic carbon and the occurrence of phytoplankton and zooplankton species examined. In a final chapter the authors analyse their findings for patterns.

Influences of phase shift on superresolution performances of annular filters

This paper investigates the influences of phase shift on superresolution performances of annular filters. Firstly, it investigates the influence of phase shift on axial superresolution. It proves theoretically that axial superresolution can not be obtained by two-zone phase filter with phase shift pi, and it gets the phase shift with which axial superresolution can be brought by two-zone phase filter. Secondly, it studies the influence of phase shift on transverse superresolution. It finds that the three-zone phase filter with arbitrary phase shift has an almost equal optimal transverse gain to that of commonly used three-zone phase filter, but can produce a much higher axial superresolution gain. Thirdly, it investigates the influence of phase shift on three-dimensional superresolution. Three-dimensional superresolution capability and design margin of three-zone complex filter with arbitrary phase shift are obtained, which presents the theoretical basis for three-dimensional superresolution design. Finally, it investigates the influence of phase shift on focal shift. To obtain desired focal shifts, it designs a series of three-zone phase filters with different phase shifts. A spatial light modulator (SLM) is used to implement the designed filters. By regulating the voltage imposed on the SLM, an accurate focal shift control is obtained.

Study and comparison of four forest structures on Mt. Chortiatis (northern Greece)

EL proyecto estudia y analiza la estructura de cuatro bosques en el monte Chortiatis, Grecia.

Biological and climatic influences on the dace Leuciscus leuciscus in a southern chalk-stream

The dace, Leuciscus leuciscus (L.) is an important cyprinid in terms of population biomass in chalk streams of southern England. Dace recruitment has been shown to vary widely from year to year and it is thought that this variation is largely as a result of the influence of abiotic factors, chiefly water temperature. From 1968 to 1981 there was a thirteen-fold difference in the year class structure index between the minimum index (0.25 in 1972) and the maximum (3.21 in 1976). The problems of such variation, especially those that could ensue from a succession of poor year-classes, are offset by the spread of reproductive effort by each female over several years.

Development of trophic state and phytoplankton in an oligo-mesotrophic reservoir (Kleine Kinzig) in Black Forest, Germany

Since 1989, intensive studies have been made on a relatively new (1983-84) oligotrophic reservoir and its pre-reservoir in the Black Forest. This paper briefly reports on the hydrochemistry, especially annual variations in phosphorus loadings, and the seasonal development of phytoplankton in 1989 and 1990.

Influences of radiation trapping on spectroscopic properties of Er3+-doped fluorophosphate glasses

Fluorophosphate glasses with different contents of ErF3 were prepared. Due to the radiation trapping of Er, concentration dependence of the fluorescence lifetime is subject to distortion, and the stimulated-emission cross section calculated by the Fuchtbauer-Ladenburg equation is underestimated. The influence of radiation trapping on the measured fluorescence lifetime and width are investigated quantitatively. By comparing the intensity ratio of the 1556-1532 nm peak in the fluorescence spectrum with that in the stimulated-emission cross-section spectrum obtained according to the McCumber theory, the distortion ratio of fluorescence spectrum due to radiation trapping is obtained. An empirical way to quantitatively evaluate the influences of radiation trapping on fluorescence lifetime and width is proposed. (c) 2007 Optical Society of America.

História de vida das fêmeas de três espécies de Poeciliidae de um riacho costeiro da Mata Atlântica

A teoria da história de vida é uma importante ferramenta para entender diferenças nas estratégias reprodutivas entre populações sob diferentes condições ambientais e para a inferência das possíveis adaptações locais. Os poecilídeos são excelentes modelos para estudos sobre a divergência da história de vida entre populações devido às suas peculiaridades reprodutivas baseadas em diferentes graus de viviparidade, respostas rápidas às condições ambientais, reprodução continuada e curto tempo de geração. Considerando que Phalloceros harpagos, Poecilia vivipara e Poecilia reticulata - três espécies de poecilídeos encontrados no rio Ubatiba, no município de Maricá, Rio de Janeiro - apresentam populações pouco móveis e compartilham dietas semelhantes, a competição por recursos alimentares pode influenciar bastante a história de vida dessas espécies em áreas onde as mesmas coocorrem. As coletas foram realizadas em seis localidades do rio Ubatiba, as quais foram selecionadas pelo padrão de ocorrência das espécies de poecilídeos. Para comparação das histórias de vida das três espécies, foram analisados o comprimento padrão, o tamanho da primeira maturação, o peso total, o índice gonadossomático (IGS), o tamanho da ninhada, e a presença ou ausência de superfetação. Com intuito de aferir as adaptações nas características da história de vida de cada espécie de acordo com a localidade, foram separados os dados das espécies, e então, comparadas as localidades. Além das características citadas, analisou-se também a presença ou ausência de matrotrofia. As análises de correlação demonstraram que o tamanho da fêmea influencia o peso total, o investimento reprodutivo e o tamanho da ninhada das espécies estudadas. As fêmeas grávidas de P. vivipara apresentaram os maiores valores de comprimento padrão, tamanho da primeira maturação, peso total, IGS e tamanho das ninhadas, entre as três espécies. As características da história de vida de P. reticulata exibiram semelhanças ora com P. harpagos (comprimento padrão, tamanho da primeira maturação e peso total), ora com P. vivipara (IGS). O tamanho das ninhadas diferiu significativamente entre as espécies. A superfetação esteve presente entre 12-15% das fêmeas grávidas das três espécies de poecilídeos. A análise das características da história de vida de P. harpagos de acordo com a localidade mostrou que o tamanho, peso, IGS e tamanho da ninhada das fêmeas estão intimamente relacionados à ocorrência de outros poecilídeos. As fêmeas de P. vivipara também apresentaram variações de IGS e tamanho da ninhada ligadas à coocorrência, contudo, não mostraram diferenças de tamanho e peso de acordo com a localidade. Já P. reticulata apresentou diferença de peso, IGS e tamanho da ninhada em relação à ocorrência das outras espécies, mas de tamanho não. Observou-se, para as três espécies, a presença concomitante de superfetação e matrotrofia, e houve indícios de que a variação dos graus de matrotrofia foi influenciada pelos diferentes padrões de ocorrência. Os poecilídeos apresentaram uma variedade de padrões de história de vida, os quais parecem ter sido moldados principalmente pela competição interespecífica por recursos alimentares

Influences of Al doping concentration on structural, electrical and optical properties of Zn0.95Ni0.05O powders

Nanocrystalline Zn0.95 - xNi0.05AlxO (x = 0.01, 0.02, 0.05 and 0.10) diluted magnetic semiconductors have been synthesized by an auto-combustion method. X-ray diffraction measurements indicate that all Al-doped Zn0.95Ni0.05O samples have the pure wurtzite structure. Transmission electron microscope analyses show that the as-synthesized powders are of the size 40 - 45 nm. High-resolution transmission electron microscope, energy dispersive spectrometer and X-ray photoemission spectroscope analyses indicate that Ni2+ and Al3+ uniformly substitute Zn2+ in the wurtzite structure without forming any secondary phases. The Al doping concentration dependences of cell parameters (a and c), resistance and the ratio of green emission to UV emission have the similar trends. (c) 2007 Elsevier B.V. All rights reserved.

Chuva de sementes: dinâmica de dispersão na presença de uma espécie exótica invasora, Artocarpus heterophyllus Lam. (jaqueira), no Parque Estadual da Ilha Grande, Angra dos Reis, RJ

A chuva de sementes é a dinâmica de dispersão de uma floresta, representando o que chega ao solo por meio dos agentes dispersores. Na comunidade de plantas, as síndromes de dispersão predominantes permitem entender os estádios sucessionais, estrutura e o nível de conservação da vegetação. No Brasil, a jaqueira, Artocarpus heterophyllus, é considerada uma espécie exótica invasora, que foi introduzida no período colonial. Essa invasão biológica pode comprometer a dispersão dos diásporos de espécies nativas pela chuva de sementes, já que a dispersão é influenciada pela distribuição espacial das plantas e pelas barreiras presentes no ambiente. O trabalho teve por objetivo verificar se a jaqueira, por ser uma espécie exótica invasora, influência na composição e abundância da chuva de sementes. O estudo foi realizado em floresta Atlântica, localizada no Parque Estadual da Ilha Grande, RJ. Foram utilizados para a coleta da chuva de semente 16 coletores de 1m de diâmetro, em áreas com (C) e sem (S) jaqueira, totalizando 32 coletores verificados mensalmente durante um ano de coleta. As análises estatísticas realizadas foram ANOVA, Regressão e NMDS, com o objetivo de verificar se a presença da jaqueira estaria influenciando na chuva de sementes quanto a riqueza, composição e abundância. Foram coletadas 320 amostras e contabilizadas 166.376 sementes, sendo encontrados 84 morfoespécies, 29 espécies em 25 famílias e 55 morfoespécies não identificadas. As áreas sem (S) jaqueira apresentaram maior riqueza, menor abundância e maior diversidade. Nas áreas com jaqueira (C) a abundância de sementes nativas apresentou uma relação negativa com a abundância dessa exótica nas parcelas. A composição e a abundância dos diásporos não tiveram uma separação nítida entre as áreas com e sem jaqueiras, como mostrado no NMDS. Porém, quando analisado o primeiro eixo do NMDS com a abundância de jaqueiras, a ordenação das grades mostrou ter uma relação com a abundância de jaqueiras. As principais síndromes de dispersão observadas no trabalho, referente às espécies que foram identificadas, foram à anemocoria e a zoocoria, sendo esta ultima síndrome a mais abundante entre as áreas. Os resultados mostraram que a presença das jaqueiras afeta, negativamente a chuva de sementes no Parque Estadual da Ilha Grande. Uma menor riqueza e abundância de sementes nativas alcançaram o solo nas áreas com jaqueira (C) podendo afetar a sucessão e a dinâmica da floresta.