3,602 research outputs found

    Socio - ecological analysis of natural resource use in Betampona Strict Natural Reserve

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    Without an adequate understanding of the socio-political context in which a natural environment is embedded, it is impossible to prevent, mitigate and adapt to future unwanted changes in the socio - ecological system. It is advantageous for environmental managers to see the social aspects of the socio-ecological system so that they can understand not only the effects but also the motivations of natural resource use. In Madagascar, lemurs and other mammalian wildlife are hotly contested resources because they are threatened and endemic biodiversity and yet are hunted for food throughout the island. Using semi - structured interviews in nearly 300 households in 19 communities surrounding the Betampona Strict Natural Reserve, our team found that more than 60 % of households had consumed wildlife within the past year, with approximately a quarter of wildlife harvest being illegal and nearly 95 % of wildlife harvest being directed to subsistence consumption and not for sale. Although rates of wildlife consumption were quite low throughout the region, we found a strong effect of the presence of the Madagascar Fauna and Flora Group research station. We found that the rates of wildlife consumption increased by 1.3 times for each kilometer distance from the station. Due to the low rates of wildlife consumption, we did not find a significant impact on human health and anemia (as measured through hemoglobin levels), and very low prevalence of anemia generally compared to other regions of Madagascar. Wildlife consumption does not appear to play a tremendous economic or health role in the communities surrounding this particular protected area, and thus increased enforcement of seasonal infractions of legal species and of all illegal species would be warranted. To improve current levels of nutrition, targeted interventions could focus on domesticated livestock diseases that plague the region.RÉSUMÉLorsque des changements inopinés surviennent dans un système socio-écologique, il est impossible de prévenir, d’atténuer et d’adapter si le contexte socio-politique dans lequel un environnement naturel évolue n’est pas bien compris. Les gestionnaires de l’environnement ont tout intérêt à considérer les aspects sociaux du système socio-écologique de manière à comprendre non seulement les effets de l’utilisation des ressources naturelles mais aussi ce qui motive cette utilisation. A Madagascar, les lémuriens et d’autres mammifères sont des ressources vivement contestées car ces espèces sont menacées et tout en représentant la biodiversité endémique, elles sont cependant chassées pour leur viande sur l’ensemble de l’île. En utilisant des entretiens semi-structurés auprès de 300 ménages dans 19 communautés villageoises de la périphérie de la Réserve Naturelle Intégrale de Betampona, la présente étude a montré que plus de 60 % des ménages avaient consommé du gibier au cours de l’année écoulée dont environ un quart de manière illégale et près de 95 % pour répondre à des besoins de subsistance mais pas pour la vente. Bien que les taux de consommation de gibier étaient plutôt faibles sur l’ensemble de la région, un fort effet de la présence de la station de recherche de Madagascar Fauna and Flora Group a été noté avec des taux de consommation de gibier multipliés par un facteur de 1,3 pour chaque km distant de la station de recherche. En raison des faibles taux de consommation de gibier, aucun impact significatif sur la santé humaine et l’anémie n’a été observé (tel que mesuré par le taux d’hémoglobine) et une prévalence extrêmement faible de l’anémie générale par rapport à d’autres régions de Madagascar. La consommation de gibier ne semble pas jouer un rôle économique ou sanitaire majeur pour les communautés de la périphérie de cette aire protégée en particulier, de sorte qu’il serait justifié d’appliquer plus strictement les lois portant sur le calendrier de chasse du gibier autorisé et l’interdiction de chasser d’autres espèces. Pour améliorer les niveaux actuels de la nutrition, des interventions ciblées pourraient se concentrer sur les maladies des animaux domestiques qui sévissent dans la région

    Impact Analysis of Erroneous Data on IoT Reliability

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    A Behavioural Hierarchical Analysis Framework in a Smart Home: Integrating HMM and Probabilistic Model Checking

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    Smart homes offer great convenience for people living alone and assistance for physically impaired inhabitants. Robust behavioural analysis technology is one of the keys to maximizing the role of the Smart Home. Typically, when it comes to the behavioural analysis of its inhabitants, most researchers have acquired it through data collection from sensors, cameras, and portable Bluetooth sensors. However, a gap in research exists concerning activity recognition in the context of the users physical location in the environment. In this paper, we propose a hierarchical framework based on Hidden Markov Model (HMM) and suggest dividing the behavioural sequence analysis into two layers: spatial transfer and sensor transfer. In addition, we apply probabilistic model checking to verify the properties of each module’s state transfer and obtain the probability of occurrence of the corresponding behavioural sequence. By integrating an implicit Markov model and probabilistic model checking, we effectively analyse the composition and probability of occurrence of three arbitrary sequences of complex behaviours. Finally, anomaly detection and behavioural guidance are discussed based on the proposed behavioural analysis method

    Core collapse in massive scalar-tensor gravity

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    This paper provides an extended exploration of the inverse-chirp gravitational-wave signals from stellar collapse in massive scalar-tensor gravity reported in [Phys. Rev. Lett. {\bf 119}, 201103]. We systematically explore the parameter space that characterizes the progenitor stars, the equation of state and the scalar-tensor theory of the core collapse events. We identify a remarkably simple and straightforward classification scheme of the resulting collapse events. For any given set of parameters, the collapse leads to one of three end states, a weakly scalarized neutron star, a strongly scalarized neutron star or a black hole, possibly formed in multiple stages. The latter two end states can lead to strong gravitational-wave signals that may be detectable in present continuous-wave searches with ground-based detectors. We identify a very sharp boundary in the parameter space that separates events with strong gravitational-wave emission from those with negligible radiation.STFC Consolidator Grant No. ST/P000673/1 GWverse COST Action Grant No. CA16104 H2020-ERC-MaGRaTh–646597 NSF-XSEDE Grant No. PHY-090003 DiRRAC through STFC capital Grants No. ST/P002307/1 and No. ST/R002452/1, and STFC operations Grant No. ST/R00689X/

    Disease transmission promotes evolution of host spatial patterns

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    Ecological dynamics can produce a variety of striking patterns. On ecological time scales, pattern formation has been hypothesized to be due to the interaction between a species and its local environment. On longer time scales, evolutionary factors must be taken into account. To examine the evolutionary robustness of spatial pattern formation, we construct a spatially explicit model of vegetation in the presence of a pathogen. Initially, we compare the dynamics for vegetation parameters that lead to competition induced spatial patterns and those that do not. Over ecological time scales, banded spatial patterns dramatically reduced the ability of the pathogen to spread, lowered its endemic density and hence increased the persistence of the vegetation. To gain an evolutionary understanding, each plant was given a heritable trait defining its resilience to competition; greater competition leads to lower vegetation density but stronger spatial patterns. When a disease is introduced, the selective pressure on the plant's resilience to the competition parameter is determined by the transmission of the disease. For high transmission, vegetation that has low resilience to competition and hence strong spatial patterning is an evolutionarily stable strategy. This demonstrates a novel mechanism by which striking spatial patterns can be maintained by disease-driven selection

    Cirsium species show disparity in patterns of genetic variation at their range-edge, despite similar patterns of reproduction and isolation

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    Genetic variation was assessed across the UK geographical range of Cirsium acaule and Cirsium heterophyllum. A decline in genetic diversity and increase in population divergence approaching the range edge of these species was predicted based on parallel declines in population density and seed production reported seperately. Patterns were compared with UK populations of the widespread Cirsium arvense.Populations were sampled along a latitudinal transect in the UK and genetic variation assessed using microsatellite markers. Cirsium acaule shows strong isolation by distance, a significant decline in diversity and an increase in divergence among range-edge populations. Geographical structure is also evident in C. arvense, whereas no such patterns are seen in C.heterophyllum. There is a major disparity between patterns of genetic variation in C. acaule and C. heterophyllum despite very similar patterns in seed production and population isolation in these species. This suggests it may be misleading to make assumptions about the geographical structure of genetic variation within species based solely on the present-day reproduction and distribution of populations
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