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5,530 results for “informal”
Dataset S8: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for slide BU 5266.37)
<p><strong>Dataset S8.</strong> SRXMT 8-bit BMP tomographic dataset of slide BU 5266.37. The dataset consists of 400 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 3.9 GB]</p>
Dataset S3: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for BU 5265.1)
<p><strong>Dataset S3.</strong> SRXMT 8-bit BMP tomographic dataset of BU5265.1. The dataset consists of 2180 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 23.1 GB]</p>
Dataset S9: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for slide BU 5266.38)
<p><strong>Dataset S9.</strong> SRXMT 8-bit BMP tomographic dataset of slide BU 5266.38. The dataset consists of 351 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 3.4 GB]</p>
Dataset S10: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for slide BU 5266.39)
<p><strong>Dataset S10.</strong> SRXMT 8-bit BMP tomographic dataset of slide BU 5266.39. The dataset consists of 421 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 4 GB]</p>
Dataset S2: Oxfordiana motturii gen. et sp. nov. supplemental information (XMT data for BU 5265.2)
<p><strong>Dataset S2.</strong> XMT 8-bit BMP tomographic dataset of BU5265.2. The dataset consists of 724 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic have been cropped to include only the specimen. [ZIP/BMP format 635 MB]</p>
Dataset S7: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for slide BU 5266.30)
<p><strong>Dataset S7.</strong> SRXMT 8-bit BMP tomographic dataset of slide BU 5266.30. The dataset consists of 701 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 7.6 GB]</p>
Dataset S5: Oxfordiana motturii gen. et sp. nov. supplemental information (SRXMT data for BU 5265.3)
<p><strong>Dataset S5.</strong> SRXMT 8-bit BMP tomographic dataset of BU5265.3. The dataset consists of 1200 8-bit bitmap images compressed as a ZIP archive. Image brightness/contrast optimized and despeckling applied. Note that images from the tomographic stack beginning and end, without specimen data present, have not been included. [ZIP/BMP format 10.4 GB]</p>
Replication data for Anterior Cruciate Ligament Injury: identifying information sources and risk factor awareness among the general population
<p>Creating awareness about a disorder is important for prevention from the perspective of public health. However, for sports injuries, like the anterior cruciate ligament (ACL) injury, there is no study which has investigated the awareness of risk factors for the injury and prevention methods among the general population, to the best of our knowledge. The sources of information among the population are also unclear. The purpose of present study was to identify these aspects of public awareness about the ACL injury.</p> <p>A questionnaire was randomly distributed among the general population registered with a web based questionnaire supplier, to recruit 900 participants who were aware about the ACL injury. The questionnaire consisted of two parts: Question 1 asked them about their sources of information regarding the ACL injury; Question 2 asked them about the risk factors for ACL injury. Multivariate logistic regression was used to determine the information sources that provide a good understanding of the risk factors.</p> <p>The leading source of information for ACL injury was television (57.0%). However, the results of logistic regression analysis revealed that television was not an effective medium to create awareness about the risk factors, among the general population. Instead “Lecture by a coach”, “Classroom session on Health”, and “Newspaper” were significantly effective in creating a good awareness of the risk factors (p < 0.001).</p>
Australian Frog Atlas: Fine-scale species distribution maps informed by the FrogID dataset
<p>This is version three of the Australian Frog Atlas: shapefiles and KML files of the most up to date, accurate and detailed set of Australian frog species distribution maps available, and both a shapefile and detailed PDF map of Australian frog species richness. All of these are available as a free resource under the Creative Commons Attribution (CC-BY) 4.0 License. When using any material from the Australian Frog Atlas, please refer to and cite Cutajar et al. (2022), outlined in full below, which introduces the dataset and describes it in detail.</p> <p>Cutajar. T. P., Portway, C. D., Gillard, G. L., and Rowley, J. J. L. (2022) Australian Frog Atlas: Fine-scale species distribution maps informed by the FrogID dataset. <em>Technical Reports of the Australian Museum Online</em>. 36: 1-48. <a href="https://doi.org/10.3853/j.1835-4211.36.2022.1789">https://doi.org/10.3853/j.1835-4211.36.2022.1789</a></p> <p><strong>Caveat:</strong> The occurrence data used in the development of these maps are from a range of sources. Every effort has been made to ensure accuracy and completeness, including vetting of data using published literature. However, no guarantee is given, nor responsibility taken by the authors or their institutions for errors or omissions, nor in respect of any information or advice given in relation to, or as a consequence of, the maps and data provided herein. These maps are indicative only and aim to capture the known and presumed distributions of individual frog species and frog species richness within Australia. A taxonomic revision of Australo-Papuan tree frogs published in June 2025 proposes the reclassification of more than 120 Australian tree frog species (in the genera <em>Litoria</em> and <em>Cyclorana</em>) into 22 genera. This proposed change has not been adopted in this version of the Australian Frog Atlas. </p> <p> </p> <p> </p>
Supplementary information associated with a "Whole-Organism Integrated DNA Methylation and Transcriptomics Analysis of Butterfly Metamorphosis".
<p>Supplementary information, annotation and code related to the manuscript studying <em>Bicyclus anynana</em> development entitled "Whole-Organism Integrated DNA Methylation and Transcriptomics Analysis of Butterfly Metamorphosis".</p>
JasperD-UGent/LexComSpaL2: LexComSpaL2 corpus enriched with word family information
<p>Dataset presented in the <a href="https://aclanthology.org/2024.lrec-main.912/">Degraeuwe and Goethals (2024) paper</a> presented at LREC-COLING2024 plus the word family-enriched version of the dataset presented in the <a href="https://aclanthology.org/2025.bea-1.24/">Degraeuwe (2025) paper</a> presented at the BEA2025 workshop.</p>
Putting a new `spin' on energy information: Measuring the impact of reframing energy efficiency information on tumble dryer choices in a multi-country experiment.
<p>Public open-access repository for the data used within the paper titled "Putting a new `spin' on energy information: Measuring the impact of reframing energy efficiency information on tumble dryer choices in a multi-country experiment".</p>
Land use information and NO2 observations of environmental monitoring stations in China
<p>The land use information for environmental monitoring stations in China is stored in the "<i>site_lu.csv" </i>file. The monthly NO2 observations from 2015 to 2017 are stored in the "<i>NO2_ground.csv</i>" file.</p>
Information and Bargaining through Agents: Experimental Evidence from Mexico's Labor Courts
<p>Sadka, Joyce, Enrique Seira and Christopher Woodruff, "Information and Bargaining through Agents: Experimental Evidence from Mexico’s Labor Courts", Review of Economic Studies, accepted.</p>
Electronic supporting information for: Evolution of posture in amniotes–diving into the trabecular architecture of the femoral head
<p>Extant amniotes show remarkable postural diversity. Broadly speaking, limbs with erect (strongly adducted, more vertically oriented) posture are found in mammals that are particularly heavy (graviportal) or show good running skills (cursorial), while crouched (highly flexed) limbs are found in taxa with more generalized locomotion. In Reptilia, crocodylians have a "semi-erect" (somewhat adducted) posture, birds have more crouched limbs and lepidosaurs have sprawling (well-abducted) limbs. Both synapsids and reptiles underwent a postural transition from sprawling to more erect limbs during the Mesozoic Era. In Reptilia, this postural change is prominent among archosauriforms in the Triassic Period. However, limb posture in many key Triassic taxa remains poorly known. In Synapsida, the chronology of this transition is less clear, and competing hypotheses exist. On land, the limb bones are subject to various stresses related to body support that partly shape their external and internal morphology. Indeed, bone trabeculae (lattice-like bony struts that form the spongy bone tissue) tend to orient themselves along lines of force. Here, we study the link between femoral posture and the femoral trabecular architecture using phylogenetic generalized least squares. We show that microanatomical parameters measured on bone cubes extracted from the femoral head of a sample of amniote femora depend strongly on body mass, but not on femoral posture or lifestyle. We reconstruct ancestral states of femoral posture and various microanatomical parameters to study the "sprawling-to-erect" transition in reptiles and synapsids, and obtain conflicting results. We tentatively infer femoral posture in several hypothetical ancestors using phylogenetic flexible discriminant analysis from maximum likelihood estimates of the microanatomical parameters. In general, the trabecular network of the femoral head is not a good indicator of femoral posture. However, ancestral state reconstruction methods hold great promise for advancing our understanding of the evolution of posture in amniotes.</p>
A dataset of community perspectives on living conditions and disaster risk management in informal settlements: A case study in KwaZulu-Natal Province, South Africa
<p>This article describes a dataset of community perspectives on living conditions and disaster risk management in Khan Road, a non-serviced informal settlement, located in Pietermaritzburg, the capital of KwaZulu-Natal province in South Africa. The data were collected by local community researchers via a structured questionnaire of 159 participants conducted between August and September 2022, using mobile phones via KoboToolbox. The dataset was analysed using exploratory data analysis (EDA) techniques. This household survey is part of a research project aiming to develop an evidence base of opportunities, risks and vulnerabilities related to housing construction and resource management in incremental upgrading of informal settlements in South Africa. This dataset can be used by local practitioners and policymakers involved in decision-making for informal settlement upgrading and help them prioritise resources and upgrading interventions based on what informal dwellers need. Furthermore, this cleaned dataset could support the analysis of further South African data guiding the development of digital platforms as a real-time resource management tool or guide the enhancement of existing theoretical frameworks in the field of participatory design and co-production used by academic scholars. </p>
InZePro InForm 300 Cycles CCCV after EOL
<p>Data of 300 Cycles of InZePro project InForm cells. Material provided by Zentrum für Sonnenenergie- und Wasserstoff-Forschung Baden-Württemberg(ZSW). This test was done after formation and an end-of-line test.</p><p>Grants: Bundesministerium für Bildung und Forschung - BMBF & Projektträger Jülich</p>
Fig. 4 in Freier Zugang zu den Informationen der Artenvielfalt - Wie werde ich Teil der Global Biodiversity Information Facility (GBIF)?
Fig. 4: Anzahl der im GBIF-Netzwerk verfügbaren Datensätze (Belege und Beobachtungen) in Millionen.
Supporting information for: Accounting for the topology of road networks to better explain human-mediated dispersal in terrestrial landscapes
<p><span>Human trade and movements are central to biological invasions worldwide. Human activities not only transport species across biogeographical barriers but also accelerate their post-introduction spread in the landscape. Thus, by constraining human movements, the spatial structure of road networks might greatly affect the regional spread of invasive species. However, few invasion models have accounted for the topology of road networks so far, and its importance for explaining the regional distribution of invasive species remains mostly unexplored.</span><span> To address this issue, we developed a spatially explicit and mechanistic human-mediated dispersal model that accounts and tests for the influence of transport networks on the regional spread of invasive species. Using as a model the spread of the invasive ant <em>Lasius</em> <em>neglectus</em> in the middle Rhône valley (France), we show that accounting for the topology of road networks improves our ability to explain the current distribution of the invasive ant. In contrast, we found that using human population density as a proxy for the frequency of transport events decreases models' performance and might thus not be as appropriate as previously thought. Finally, by differentiating road networks into sub-networks, we show that national and regional roads are more important than smaller roads for explaining spread patterns. Overall, our results demonstrate that the topology of transport networks can strongly bias regional invasion patterns and highlight the importance of better incorporating it into future invasion models. The mechanistic modelling approach developed in this study should help invasion scientists explore how human-mediated dispersal and topography shape invasion dynamics in landscapes. Ultimately, our approach could be combined with demographic, natural dispersal and environmental suitability models to refine spread scenarios and improve invasive species monitoring and management at regional to national scales.</span></p>
Support information for HiCDiff
<p>The dataset contains all the raw data and processed data used in HiCDiff, is supplement to GitHub repository: <a href="https://github.com/BioinfoMachineLearning/hicdiff">https://github.com/BioinfoMachineLearning/hicdiff</a></p>
ScienceDex guides
Understand access before you commit
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.