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1,365 results for “Needs”
FIGURE 4 in Resurrection of Scolopendra longipes Wood and Scolopendra cubensis Saussure from synonymy with Scolopendra alternans Leach (Chilopoda, Scolopendromorpha, Scolopendridae): an enigmatic species-group needing phylogeographic analysis, with an overview on the origin
FIGURE 4. Coxosternal tooth-plate, ventral A. S. longipes, Florida, RJM Collection B. S. longipes, Florida, Sugar Loaf Key, USNM, Neotype C. S. cubensis, Cuba, Matanzas, USNM D. S. cubensis, Cuba, El Guama, USNM E. S. alternans, Haiti, Planisance, USNM F. S. alternans, Haiti, Trou Caiman, USNM G. S. alternans, Dominican Republic, Santo Domingo, USNM H. S. alternans, Puerto Rico, RJM Collection I. S. alternans, Puerto Rico, Mayaqüez, FMNH J. S. alternans, Saba Island, FMNH (Scale Bars = 1 mm).
FIGURE 1. Live dorsal habitus A. Scolopendra longipes from Florida, measuring 105 in Resurrection of Scolopendra longipes Wood and Scolopendra cubensis Saussure from synonymy with Scolopendra alternans Leach (Chilopoda, Scolopendromorpha, Scolopendridae): an enigmatic species-group needing phylogeographic analysis, with an overview on the origin
FIGURE 1. Live dorsal habitus A. Scolopendra longipes from Florida, measuring 105 mm contracted and 120 mm extended. B. Scolopendra alternans from Haiti, measuring 140 mm contracted and 160 mm extended.
FIGURE 7. Left penultimate prefemur, dorsal A in Resurrection of Scolopendra longipes Wood and Scolopendra cubensis Saussure from synonymy with Scolopendra alternans Leach (Chilopoda, Scolopendromorpha, Scolopendridae): an enigmatic species-group needing phylogeographic analysis, with an overview on the origin
FIGURE 7. Left penultimate prefemur, dorsal A. Scolopendra longipes, Florida, B. Scolopendra longipes, Bimini C. Scolopendra alternans, Haiti D. Scolopendra alternans, Puerto Rico (Scale bars = 1 mm).
FIGURE 8 in Resurrection of Scolopendra longipes Wood and Scolopendra cubensis Saussure from synonymy with Scolopendra alternans Leach (Chilopoda, Scolopendromorpha, Scolopendridae): an enigmatic species-group needing phylogeographic analysis, with an overview on the origin
FIGURE 8. Boxplot illustrating the difference in the ultimate prefemur length to width ratio of S. longipes compared to S. cubensis and S. alternans from different regions.
FIGURE 6. Ultimate pedal segment, ventral A. Scolopendra longipes, Florida B. Scolopendra longipes, Bimini C. Scolopendra alternans, Haiti D in Resurrection of Scolopendra longipes Wood and Scolopendra cubensis Saussure from synonymy with Scolopendra alternans Leach (Chilopoda, Scolopendromorpha, Scolopendridae): an enigmatic species-group needing phylogeographic analysis, with an overview on the origin
FIGURE 6. Ultimate pedal segment, ventral A. Scolopendra longipes, Florida B. Scolopendra longipes, Bimini C. Scolopendra alternans, Haiti D. Scolopendra alternans, Puerto Rico (Scale bars = 2 mm).
Dataset related to diabetes phase 2 of the project "Transition care between adolescent and adult services for young people with chronic health needs in Italy", funded by the Italian Ministry of Health (RF-2019-12371228).
<p>Dataset related to diabetes phase 2 of the project "Transition care between adolescent and adult services for young people with chronic health needs in Italy", funded by the Italian Ministry of Health (RF-2019-12371228).</p>
Databases needed to run snakemake classifier
<p>Parsed Silva and Unite databases required as input for a snakemake workflow used to classify 18S and ITS1 sequences</p>
Dataset related to Initial Submission: Myopic decision-makers need short-term actionable targets to avoid failing the European energy transition
<p>Dataset related to initial submission of research article:</p><p><strong>Myopic decision-makers need short-term actionable targets to avoid failing the European energy transition</strong></p><p>All input data, source code, and result files needed to reproduce results and study. We do not provide support for using the optimization framework.<br>Refer to README.docx for further information on content.</p>
# Artifact: Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?
<p>This artifact complements the ICSE'24 paper titled "Smart Contract and DeFi Security Tools: Do They Meet the Needs of Practitioners?" by providing comprehensive resources for reproducing and extending its research findings. The artifact includes 'retro.db', a database of 127 DeFi attacks discussed in sections 4.1 and 4.2 of the paper. This database comprises data on the attacks and the outcomes derived from various analysis tools applied to the vulnerable contracts. Additionally, it provides thorough instructions on how to reapply these tools to the dataset, as well as guidance on integrating and running additional tools. Finally, it includes anonymized responses from the survey participants, which are used to recreate the analysis presented in sections 4.3, 4.4, and 4.5. </p>
Diversity is Definitely Needed: Improving Model-Agnostic Zero-shot Classification via Stable Diffusion
<p>In this work, we investigate the problem of Model-Agnostic Zero-Shot Classification (MA-ZSC), which refers to training non-specific classification architectures (downstream models) to classify real images without using any real images during training. Recent research has demonstrated that generating synthetic training images using diffusion models provides a potential solution to address MA-ZSC. However, the performance of this approach currently falls short of that achieved by large-scale vision-language models. One possible explanation is a potential significant domain gap between synthetic and real images. Our work offers a fresh perspective on the problem by providing initial insights that MA-ZSC performance can be improved by improving the diversity of images in the generated dataset. We propose a set of modifications to the text-to-image generation process using a pre-trained diffusion model to enhance diversity, which we refer to as our <strong>bag of tricks</strong>. Our approach shows notable improvements in various classification architectures, with results comparable to state-of-the-art models such as CLIP. To validate our approach, we conduct experiments on CIFAR10, CIFAR100, and EuroSAT, which is particularly difficult for zero-shot classification due to its satellite image domain. We evaluate our approach with five classification architectures, including ResNet and ViT. Our findings provide initial insights into the problem of MA-ZSC using diffusion models.</p>
Data needed to reproduce analysis from "Frost matters: Incorporating late-spring frost in a dynamic vegetation model regulates regional productivity dynamics in European beech forests"
<p>Data to reproduce analysis from "Frost matters: Incorporating late-spring frost in a dynamic vegetation model regulates regional productivity dynamics in European beech forests".</p> <p>This includes:</p> <ol> <li>Tree ring data (meyer, bdn, principe, dittmar)</li> <li>LPJ-GUESS model output (frost_validation, frost_sensitivity, runs_22012024_revision)</li> <li>Data used for plotting</li> </ol>
Dataset related to ADHD phase 2 of the project "Transition care between adolescent and adult services for young people with chronic health needs in Italy", funded by the Italian Ministry of Health (RF-2019-12371228).
<p>Dataset related to ADHD phase 2 of the project "Transition care between adolescent and adult services for young people with chronic health needs in Italy", funded by the Italian Ministry of Health (RF-2019-12371228).</p>
Replication package for "Does Inequality Affect the Needs of the Poor?"
<p>This package contains the programs and instructions to replicate manuscript “Does Inequality Affect the Needs of the Poor?” by Eve Colson-Sihra and Clément S. Bellet forthcoming at JEEA.</p>
Dataset of use, acceptance, attitude and training needs in active method-ologies of Spanish teachers.
<p>Dataset collected for the purpose of analyzing various aspects related to the implementation of active methodologies (AM) in the educational field in Spain. This dataset includes data on: Use of active methodologies: information on the frequency and the way in which teachers use different active methodologies in their classes, such as cooperative learning, project-based learning, challenge-based learning, among others. Student acceptance: evaluation of how students perceive and respond to active methodologies, observing their willingness to participate and the benefits they consider derived from these methodologies. Teacher attitudes: Teachers' opinions and perceptions about active methodologies, including their effectiveness, advantages, and difficulties in implementing them in the classroom. Training needs: information on teachers' perceptions about the need for training in the use of active methodologies, particularly in emerging areas such as the use of digital technologies in the classroom, and the preparation to implement these strategies more effectively.</p>
Subspecies and Distribution. B. c. crassicauda Peters, 1852 — DR Congo, Malawi, Mozambique, Zambia, and Zimbabwe. B. c. nigrescens Sale & Taylor, 1970 — Kenya (Lukenya Hill). B. c. omnivora Heller, 1913 — coastal forests of Kenya and extreme NE Tanzania. B. c. puisa Peters, 1852 — NE Mozambique and E Tanzania. B. c. tenuis Thomas & Wroughton, 1908 — Tanzania (Zanzibar I). A few recent records from Yemen, but these need confirmation. in Herpestidae
Subspecies and Distribution. B. c. crassicauda Peters, 1852 — DR Congo, Malawi, Mozambique, Zambia, and Zimbabwe. B. c. nigrescens Sale & Taylor, 1970 — Kenya (Lukenya Hill). B. c. omnivora Heller, 1913 — coastal forests of Kenya and extreme NE Tanzania. B. c. puisa Peters, 1852 — NE Mozambique and E Tanzania. B. c. tenuis Thomas & Wroughton, 1908 — Tanzania (Zanzibar I). A few recent records from Yemen, but these need confirmation.
Distribution. Java. Several biogeographic reviews failed to list the genus for Bali, an island directly east of Java with strong biogeographic affinities to the latter. A sighting was, however, reported from Bali Barat National Park, in a birdwatching trip report. Given the live-animal trade of this species on Java, further records are needed to confirm whether or not there is a native population of the genus on Bali. If there is, biogeographic considerations suggest it would be most closely related to the Javan population and quite probably conspecific. in Tragulidae
Distribution. Java. Several biogeographic reviews failed to list the genus for Bali, an island directly east of Java with strong biogeographic affinities to the latter. A sighting was, however, reported from Bali Barat National Park, in a birdwatching trip report. Given the live-animal trade of this species on Java, further records are needed to confirm whether or not there is a native population of the genus on Bali. If there is, biogeographic considerations suggest it would be most closely related to the Javan population and quite probably conspecific.
Supplementary Data The Critical Need to Foster Reproducibility
<p>Supplementary Data for the article: "The Critical Need to Foster Reproducibility"</p>
Supplementary material 1 from: Trégarot E, Failler P (2021) Adequacy of ecosystem services assessment tools and approaches to current policy needs and gaps in the European Union Overseas entities. One Ecosystem 6: e74170. https://doi.org/10.3897/oneeco.6.e74170
Selection of MAES tools and approaches to facilitate the uptake of Ecosystem Services in EU Overseas entities
The mysterious oil spill in the northeastern coast of Brazil: tracking offshore seawater and the need for improved vessel facilities
<p>PAHs and aliphatics data obtained in seawater from NE Brazil</p>
Distribution. Philippines (Luzon, Busuanga I in the Calamian Group, Maripipi, Biliran, Leyte, and Negros) and Sulawesi. Specimen from Mt Kitanglad (Mindanao) is of uncertain identity. Also reported from Palawan I but this needs confirmation. in Vespertilionidae
Distribution. Philippines (Luzon, Busuanga I in the Calamian Group, Maripipi, Biliran, Leyte, and Negros) and Sulawesi. Specimen from Mt Kitanglad (Mindanao) is of uncertain identity. Also reported from Palawan I but this needs confirmation.
ScienceDex guides
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.