257 research outputs found
Isolation by distance in a population of a small land snail Trochoidea geyeri : evidence from direct and indirect methods
Population structure was estimated in a continuous population of a small land snail (Trochoidea geyeri). Mark-recapture experiments and randomly amplified polymorphic DNA analyses indicate that the population structure can be described by the isolation by distance model of Wright (1946). Estimates of density and dispersal suggest a neighbourhood size of 70-208 individuals on an area of 13-21 m². A principal component analysis of the randomly amplified polymorphic DNA data reveals clinal variation of genetic composition across the population, as predicted by the neighbourhood concept. An analysis of molecular variance indicates substantial genetic structuring. Comparisons of the genetic distances, expressed as euclidean distances among individuals, versus the geographic distance between sampling sites yield a highly significant positive correlation (Mantel test: r = 0.567, p<0.0001). The revealed pattern of populational subdivision on a microgeographic scale seems to be one of the principal processes generating and maintaining genetic diversity within populations of small land gastropods
Ökonomische Folgen der Ausbreitung von Neobiota : Forschungsbericht 20186211
The European Strategy on Invasive Alien Species T-PWS(2002) 8 mandates intensified research by member nations on invasive species. This research will not be restricted solely to the biology and remediation of invasive species, but will also evaluate their adverse health effects and economic impact. Previous studies of these issues have only been carried out in the Unites States of America, or in a limited, regional manner. Consequently, 20 plant and animal species from various problem areas (species which pose a threat to public health; losses to agriculture, fisheries, and forestry; damage to public roads and waterways; costs associated with the protection of native species threatened by non-native species as mandated by Recommendation 77 of the Bern Convention were assessed in Germany nation-wide. The accruing costs were sorted into 3 categories: a) direct economic losses, such as those caused by destructive pest species; b) ecological costs, in the form of extra care and protection of native taxa, biotopes, or ecosystems threatened by invasive species; c) costs of measures to combat invasive species. Because of the nature of available data, as well as the different biology and ecology of the invasive species, each had to be treated individually, and the associated costs vary greatly from species to species. Moreover, not all of the species investigated cause economic losses. Accordingly, a nuanced approach to alien species is essential. Cost assessment of losses deriving from ecological damage was only possible in a few cases. Ongoing, multi-year studies incorporating cost/benefit analysis will be necessary to resolve remaining issues.In dem Entwurf einer European Strategy on Invasive Alien Species T-PVS (2002) 8 werden verstärkte Forschungsaktivitäten der Mitgliedstaaten angeregt, die nicht nur auf den biologischen Bereich oder Bekämpfung invasiver Arten beschränkt bleiben, sondern auch die Bewertung der Auswirkungen auf Gesundheitswesen und Volkswirtschaft untersuchen sollen. Derartige Studien wurden bisher nur für die Vereinigten Staaten von Amerika oder mit eher regionalen Charakter durchgeführt. Aus diesem Grunde wurden 20 Tiere und Pflanzen aus verschiedenen Problemgebieten (Gesundheitsgefährdende Arten, Schäden in Forst-, Land-, und Fischereiwirtschaft, im kommunalen Bereich, an aquatischen und terrestrischen Verkehrswegen sowie Kosten von Arten, die einheimische Spezies gefährden oder in der Empfehlung 77 der Berner Konvention aufgeführt sind) ausgewählt und beispielhaft für das Gebiet Deutschlands bearbeitet. Die entstehenden Kosten wurden in drei Kategorien aufgeschlüsselt: a) direkte ökonomische Schäden, beispielsweise durch Vorratsschädlinge, b) ökologische Schäden, verursacht durch Pflege und Schutz gefährdeter heimischer Arten, Biozönosen oder Ökosysteme und c) Kosten für Maßnahmen zur Bekämpfung invasiver Arten. Es zeigte sich, dass auf Grund der Datenlage sowie der unterschiedlichen Biologie und Ökologie der invasiven Arten jeweils individuelle Ansätze notwendig waren. Die hier ermittelten Kosten unterscheiden sich stark von Art zu Art. Nicht alle untersuchten Arten verursachen ökonomische Schäden. Eine differenzierte Betrachtung von Neobiota ist nach dem Prinzip der Einzelfallbewertung erforderlich. Die Monetisierung von ökologischen Schäden gelang hierbei nur in wenigen Fällen. Weitergehende, mehrjährige Studien sollten willingness to pay-Analysen einbeziehen, um offen gebliebene Fragen zu beantworten
Comparing the efficacy of morphologic and DNA-based taxonomy in the freshwater gastropod genus Radix (Basommatophora, Pulmonata)
BACKGROUND: Reliable taxonomic identification at the species level is the basis for many biological disciplines. In order to distinguish species, it is necessary that taxonomic characters allow for the separation of individuals into recognisable, homogeneous groups that differ from other such groups in a consistent way. We compared here the suitability and efficacy of traditionally used shell morphology and DNA-based methods to distinguish among species of the freshwater snail genus Radix (Basommatophora, Pulmonata). RESULTS: Morphometric analysis showed that shell shape was unsuitable to define homogeneous, recognisable entities, because the variation was continuous. On the other hand, the Molecularly defined Operational Taxonomic Units (MOTU), inferred from mitochondrial COI sequence variation, proved to be congruent with biological species, inferred from geographic distribution patterns, congruence with nuclear markers and crossing experiments. Moreover, it could be shown that the phenotypically plastic shell variation is mostly determined by the environmental conditions experienced. CONCLUSION: Contrary to DNA-taxonomy, shell morphology was not suitable for delimiting and recognising species in Radix. As the situation encountered here seems to be widespread in invertebrates, we propose DNA-taxonomy as a reliable, comparable, and objective means for species identification in biological research
Economic impact of the spread of alien species in Germany
In dem Entwurf einer European Strategy on Invasive Alien Species T-PVS (2002) 8 werden verstärkte Forschungsaktivitäten der Mitgliedstaaten angeregt, die nicht nur auf den biologischen Bereich oder Bekämpfung invasiver Arten beschränkt bleiben, sondern auch die Bewertung der Auswirkungen auf Gesundheitswesen und Volkswirtschaft untersuchen sollen. Derartige Studien wurden bisher nur für die Vereinigten Staaten von Amerika oder mit eher regionalen Charakter durchgeführt. Aus diesem Grunde wurden 20 Tiere und Pflanzen aus verschiedenen Problemgebieten (Gesundheitsgefährdende Arten, Schäden in Forst-, Land-, und Fischereiwirtschaft, im kommunalen Bereich, an aquatischen und terrestrischen Verkehrswegen sowie Kosten von Arten, die einheimische Spezies gefährden oder in der Empfehlung 77 der Berner Konvention aufgeführt sind) ausgewählt und beispielhaft für das Gebiet Deutschlands bearbeitet. Die entstehenden Kosten wurden in drei Kategorien aufgeschlüsselt: a) direkte ökonomische Schäden, beispielsweise durch Vorratsschädlinge, b) ökologische Schäden, verursacht durch Pflege und Schutz gefährdeter heimischer Arten, Biozönosen oder Ökosysteme und c) Kosten für Maßnahmen zur Bekämpfung invasiver Arten. Es zeigte sich, dass auf Grund der Datenlage sowie der unterschiedlichen Biologie und Ökologie der invasiven Arten jeweils individuelle Ansätze notwendig waren. Die hier ermittelten Kosten unterscheiden sich stark von Art zu Art. Nicht alle untersuchten Arten verursachen ökonomische Schäden. Eine differenzierte Betrachtung von Neobiota ist nach dem Prinzip der Einzelfallbewertung erforderlich. Die Monetisierung von ökologischen Schäden gelang hierbei nur in wenigen Fällen. Weitergehende, mehrjährige Studien sollten willingness to pay-Analysen einbeziehen, um offen gebliebene Fragen zu beantworten.The European Strategy on Invasive Alien Species T-PWS(2002) 8 mandates intensified research by member nations on invasive species. This research will not be restricted solely to the biology and remediation of invasive species, but will also evaluate their adverse health effects and economic impact. Previous studies of these issues have only been carried out in the Unites States of America, or in a limited, regional manner. Consequently, 20 plant and animal species from various problem areas (species which pose a threat to public health; losses to agriculture, fisheries, and forestry; damage to public roads and waterways; costs associated with the protection of native species threatened by non-native species as mandated by Recommendation 77 of the Bern Convention were assessed in Germany nation-wide. The accruing costs were sorted into 3 categories: a) direct economic losses, such as those caused by destructive pest species; b) ecological costs, in the form of extra care and protection of native taxa, biotopes, or ecosystems threatened by invasive species; c) costs of measures to combat invasive species. Because of the nature of available data, as well as the different biology and ecology of the invasive species, each had to be treated individually, and the associated costs vary greatly from species to species. Moreover, not all of the species investigated cause economic losses. Accordingly, a nuanced approach to alien species is essential. Cost assessment of losses deriving from ecological damage was only possible in a few cases. Ongoing, multi-year studies incorporating cost/benefit analysis will be necessary to resolve remaining issues
When Indian crabs were not yet Asian - biogeographic evidence for Eocene proximity of India and Southeast Asia
Background: The faunal and floral relationship of northward-drifting India with its neighboring continents is of general biogeographic interest as an important driver of regional biodiversity. However, direct biogeographic connectivity of India and Southeast Asia during the Cenozoic remains largely unexplored. We investigate timing, direction and mechanisms of faunal exchange between India and Southeast Asia, based on a molecular phylogeny, molecular clock-derived time estimates and biogeographic reconstructions of the Asian freshwater crab family Gecarcinucidae. Results: Although the Gecarcinucidae are not an element of an ancient Gondwana fauna, their subfamily Gecarcinucinae, and probably also the Liotelphusinae, evolved on the Indian Subcontinent and subsequently dispersed to Southeast Asia. Estimated by a model testing approach, this dispersal event took place during the Middle Eocene, and thus before the final collision of India and the Tibet-part of Eurasia. Conclusions: We postulate that the India and Southeast Asia were close enough for exchange of freshwater organisms during the Middle Eocene, before the final Indian--Eurasian collision. Our data support geological models that assume the Indian plate having tracked along Southeast Asia during its move northwards
Hyde: The First Open-Source, Python-Based, Gpu-Accelerated Hyperspectral Denoising Package
As with any physical instrument, hyperspectral cameras induce different kinds
of noise in the acquired data. Therefore, Hyperspectral denoising is a crucial
step for analyzing hyperspectral images (HSIs). Conventional computational
methods rarely use GPUs to improve efficiency and are not fully open-source.
Alternatively, deep learning-based methods are often open-source and use GPUs,
but their training and utilization for real-world applications remain
non-trivial for many researchers. Consequently, we propose HyDe: the first
open-source, GPU-accelerated Python-based, hyperspectral image denoising
toolbox, which aims to provide a large set of methods with an easy-to-use
environment. HyDe includes a variety of methods ranging from low-rank
wavelet-based methods to deep neural network (DNN) models. HyDe's interface
dramatically improves the interoperability of these methods and the performance
of the underlying functions. In fact, these methods maintain similar HSI
denoising performance to their original implementations while consuming nearly
ten times less energy. Furthermore, we present a method for training DNNs for
denoising HSIs which are not spatially related to the training dataset, i.e.,
training on ground-level HSIs for denoising HSIs with other perspectives
including airborne, drone-borne, and space-borne. To utilize the trained DNNs,
we show a sliding window method to effectively denoise HSIs which would
otherwise require more than 40 GB. The package can be found at:
\url{https://github.com/Helmholtz-AI-Energy/HyDe}.Comment: 5 page
Feed-Forward Optimization With Delayed Feedback for Neural Networks
Backpropagation has long been criticized for being biologically implausible,
relying on concepts that are not viable in natural learning processes. This
paper proposes an alternative approach to solve two core issues, i.e., weight
transport and update locking, for biological plausibility and computational
efficiency. We introduce Feed-Forward with delayed Feedback (F), which
improves upon prior work by utilizing delayed error information as a
sample-wise scaling factor to approximate gradients more accurately. We find
that F reduces the gap in predictive performance between biologically
plausible training algorithms and backpropagation by up to 96%. This
demonstrates the applicability of biologically plausible training and opens up
promising new avenues for low-energy training and parallelization
Deep-Learning-Based 3-D Surface Reconstruction—A Survey
In the last decade, deep learning (DL) has significantly impacted industry and science. Initially largely motivated by computer vision tasks in 2-D imagery, the focus has shifted toward 3-D data analysis. In particular, 3-D surface reconstruction, i.e., reconstructing a 3-D shape from sparse input, is of great interest to a large variety of application fields. DL-based approaches show promising quantitative and qualitative surface reconstruction performance compared to traditional computer vision and geometric algorithms. This survey provides a comprehensive overview of these DL-based methods for 3-D surface reconstruction. To this end, we will first discuss input data modalities, such as volumetric data, point clouds, and RGB, single-view, multiview, and depth images, along with corresponding acquisition technologies and common benchmark datasets. For practical purposes, we also discuss evaluation metrics enabling us to judge the reconstructive performance of different methods. The main part of the document will introduce a methodological taxonomy ranging from point- and mesh-based techniques to volumetric and implicit neural approaches. Recent research trends, both methodological and for applications, are highlighted, pointing toward future developments
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