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12,662 results for “linking”
Linked collectors and determiners for: Asia-Pacific Dataset.
Natural history specimen data linked to collectors and determiners held within, "Asia-Pacific Dataset". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/25f99a40-2327-4c57-9631-1a0825d834fa">https://bionomia.net/dataset/25f99a40-2327-4c57-9631-1a0825d834fa</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/25f99a40-2327-4c57-9631-1a0825d834fa">https://gbif.org/dataset/25f99a40-2327-4c57-9631-1a0825d834fa</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Freshwater benthic invertebrates ecological collection NTNU University Museum.
Natural history specimen data linked to collectors and determiners held within, "Freshwater benthic invertebrates ecological collection NTNU University Museum". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/33591b80-0e31-480c-82ce-2f57211b10e6">https://bionomia.net/dataset/33591b80-0e31-480c-82ce-2f57211b10e6</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/33591b80-0e31-480c-82ce-2f57211b10e6">https://gbif.org/dataset/33591b80-0e31-480c-82ce-2f57211b10e6</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Marine Biological Sample Database, JAMSTEC.
Natural history specimen data linked to collectors and determiners held within, "Marine Biological Sample Database, JAMSTEC". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb">https://bionomia.net/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb">https://gbif.org/dataset/3c1a56f8-b63a-492f-bb77-babb497204fb</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Données des collections du MNHN-Données des collections de plantes vasculaires du MNHN.
Natural history specimen data linked to collectors and determiners held within, "Données des collections du MNHN-Données des collections de plantes vasculaires du MNHN". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/d51ca35e-8241-4b5c-a82a-aa835612da92">https://bionomia.net/dataset/d51ca35e-8241-4b5c-a82a-aa835612da92</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/d51ca35e-8241-4b5c-a82a-aa835612da92">https://gbif.org/dataset/d51ca35e-8241-4b5c-a82a-aa835612da92</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Tanzanian Vertebrate Collection.
Natural history specimen data linked to collectors and determiners held within, "Tanzanian Vertebrate Collection". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/86523cda-f762-11e1-a439-00145eb45e9a">https://bionomia.net/dataset/86523cda-f762-11e1-a439-00145eb45e9a</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/86523cda-f762-11e1-a439-00145eb45e9a">https://gbif.org/dataset/86523cda-f762-11e1-a439-00145eb45e9a</a>. Formatted as a Frictionless Data package.
Linked collectors and determiners for: Victorian Biodiversity Atlas.
Natural history specimen data linked to collectors and determiners held within, "Victorian Biodiversity Atlas". Claims or attributions were made on Bionomia by volunteer Scribes, <a href="http://bionomia.net/dataset/37beb6ea-e591-41e3-b781-e384250dc42c">https://bionomia.net/dataset/37beb6ea-e591-41e3-b781-e384250dc42c</a> using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, <a href="https://gbif.org/dataset/37beb6ea-e591-41e3-b781-e384250dc42c">https://gbif.org/dataset/37beb6ea-e591-41e3-b781-e384250dc42c</a>. Formatted as a Frictionless Data package.
NASA GES-DISC Knowledge Graph for Link Prediction
<p>This dataset includes a knowledge graph of NASA GES-DISC collections, featuring interconnected nodes for datasets, data center, projects, platforms, instruments, science keywords, and publications. Designed for link prediction tasks, it aids machine learning research in satellite observation, remote sensing, and climate change. The dataset is in CSV format, ready for graph databases and ML frameworks.</p> <p> </p>
Negative parental and offspring environmental effects of macroalgae on coral recruitment are linked with alterations in the coral larval microbiome
<p>The persistence of reef-building corals is threatened by macroalgal competitors leading to a major demographic bottleneck in coral recruitment. Whether parental effects exist under coral-algal competition and whether they influence offspring performance via microbiome alterations represent major gaps in our understanding of the mechanisms by which macroalgae may hinder coral recovery. We investigated the diversity, variability and composition of the microbiome of adults and larvae of the coral <em>Pocillopora acuta</em> and surrounding benthic substrate on algal-removed and algal-dominated bommies. We then assessed the relative influence of parental and offspring environmental effects on coral recruitment processes by reciprocally exposing coral larvae from two parental origins (algal-removed and algal-dominated bommies) to algal-removed and algal-dominated environmental conditions. Dense macroalgal assemblages impacted the microbiome composition of coral larvae. Larvae produced by parents from algal-dominated bommies were depleted in putative beneficial bacteria and enriched in opportunistic taxa. These larvae had a significantly lower survival compared to larvae from algal-removed bommies regardless of environmental conditions. In contrast, algal-induced parental and offspring environmental effects interacted to reduce the survival of coral recruits. Together our results demonstrate negative algal-induced parental and offspring environmental effects on coral recruitment that could be mediated by alterations in the offspring microbiome.</p>
Dataset of Reaction Times for the Study of Differential Functional Changes in Visual Performance During Acute Exposure to Microgravity Analogue and their Potential Links with Spaceflight-Associated Neuro-Ocular Syndrome
<p><strong>Title</strong>: "Dataset of Reaction Times for the Study of Differential Functional Changes in Visual Performance During Acute Exposure to Microgravity Analogue and their Potential Links with Spaceflight-Associated Neuro-Ocular Syndrome"<br>Zenodo DOI: 10.5281/zenodo.11840654</p> <p><strong>Contains</strong>: simple-reaction-times-VBRHDT-data.csv<br>Dateset of SRT (simple reaction time) values to visual stimuli in different positions in visual field, binocularly observed, in a microgravity analogue study, in four body positions (vertical, horizontal, -6 deg tild, -15 deg tilt). <br>Total records contained: 3584.</p> <p><strong>Institutional Review Board Statement</strong>: The study was conducted in accordance with the Declaration of Helsinki, and approved by the Ethics Committee “Carol Davila” University of Medicine and Pharmacy Bucharest, Romania, 14877/26.05.2023. Data was collected in SpaceMed Laboratory , CIeH (Center for Innovation and eHealth) of UMF Carol Davila Bucharest, Romania.</p> <p><strong>Citation and</strong> <strong>Detailed description:</strong> see "<em>Differential functional changes in visual performance during acute exposure to microgravity analogue and their potential links with Spaceflight-Associated Neuro-Ocular Syndrome</em>", 2024, by Iftime A, Tofolean IT, Pintilie V, Călinescu O, Busnatu S, Papacocea IR, Diagnostics ,2024; 14(17):1918. doi: 10.3390/diagnostics14171918 <br>https://pubmed.ncbi.nlm.nih.gov/39272703/</p> <p><strong>Structure</strong>: Dataset is in CSV (Comma-Separated Values) format, UTF-8 encoded, text field delimited with quotation marks, in tidy format; one row is one record from the SRT task, variables values are in columns). The first row is the variable name. The variable are:</p> <p>1) "live_row"<br>- type: integer numbers, sequential;<br>- values: the index (order) of each SRT measurement performed in a body position, by a participant (ID). The value is C-based (first measurement is "0", second measurement is "1", etc).</p> <p>2) "response_time"<br>- type: real numbers, continuous values;<br>- values: response time recorded from the participant; values in miliseconds.</p> <p>3) "target_position_x_deg"<br>- type: real numbers, categorical (4 values: +/- 18.478, +/- 0.75);<br>- values: horizontal visual angle, in visual degrees in the visual field, of the position of the stimulus. Screen coordinates are computed from "0" position, foveal fixation, positive values to the right, negative values to the left.</p> <p>4) "target_position_y_deg"<br>- type: real numbers, categorical (2 values: -0.75, -7.654);<br>- values: vertical visual angle, in visual degrees in the visual field, of the position of the stimulus. Screen coordinates are computed from "0" position, foveal fixation, positive values downward, negative values upward.<br>-Note: For the equivalent polar coordinates (as in planimetry testing) see Figure 2 of the mentioned paper. </p> <p>5) "Contrast_Weber_calibrated"<br>- type: real numbers, categorical (2 values: 50.58, 99.3);<br>- values: Measured Weber contrast of the visual stimulus shown, values in percents.</p> <p>6) "hand"<br>- type: categorical, 1 value ("right");<br>- values: hand used by the participant during SRT task.</p> <p>7) "body_position"<br>- type: categorical (4 values: "vertical (90 deg)", "horizontal (0 deg)", "inclined (-6 deg)", "inclined (-15 deg)" );<br>- values: Body position during the SRT task.</p> <p>8) "ID(anon)"<br>- type: integer number, categorical, 8 values;<br>- values: anonymized ID of the participants in the study (8 persons).</p>
Supplementary data for "Accelerated river mobility linked to water discharge variability"
<p>Supplementary data for the paper "Accelerated river mobility linked to water discharge variability", by Leenman et al.</p> <p>This repository contains 3 datasets underlying the figures in the manuscript and supporting material.</p> <p><strong>ds01_flow_gauge_metadata: </strong>Details and locations of flow records used in our analysis.</p> <p><strong>ds02_Qvar_and_TR: </strong>Floodplain reworking timescales, channel characteristics, sediment concentrations, and discharge variability metrics (i.e. all metrics used in our figures and modeling). Floodplain reworking timescale data are from <a href="https://doi.org/10.1029/2024GL108537">Greenberg et al., 2024</a>. Channel slopes, widths, planforms and catchment areas are from <a href="https://doi.org/10.1130/G49121.1">Galeazzi et al., 2021.</a> Bed-material sediment concentration estimates are generated from WBMsed (<a href="https://doi.org/10.1029/2021WR031583">Cohen et al., 2022)</a>. </p> <p><strong>ds03_channel_threads_GRWL: </strong>Data used to make one of our supplemental figures. Frequency count of the number of reaches that have a given number of channel threads in the Global River Widths from Landsat (GRWL) database (<a href="https://doi.org/10.1126/science.aat0636">Allen and Pavelsky, 2018</a>). Data downloaded via Google Earth Engine. Only reaches wider than 1000 m are included.</p> <p><strong>Code</strong> using these data to generate the plots in the paper / SM using these data can be found at <a href="https://github.com/a-leenman/Discharge-variability-river-mobility">https://github.com/a-leenman/Discharge-variability-river-mobility</a>. This is the 'live' code; the version at the time of paper submission is archived here: <a href="https://doi.org/10.5281/zenodo.12555069">https://doi.org/10.5281/zenodo.12555069</a>.</p>
Figure 32 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 32. Distribution of material examined in this study: a, P. arrostra; b, P. whitemae; c, P. tasmaniensis. Maps created in Cartographica.
Figure 31 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 31. Paratya gariwerdensis sp. nov.: a, pereiopod 3; b, dactylus 3; c, pereiopod 4; d, dactylus 4; e, pereiopod 5; f, dactylus 5; g, telson; h, telson terminal spines; i, pleopod 1 of female; j, endopod of pleopod 1 of male. Scale lines 0.2 mm.
Figure 29 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 29. Paratya rouxi sp. nov.: a, pereiopod 4; b, dactylus 4; c, pereiopod 5; d, dactylus 5; e, telson; f, telson terminal spines; g, pleopod 1 of female; h, pleopod 1 of male; i, endopod 1 of male. Scale lines 0.2 mm.
Figure 28 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 28. Paratya rouxi sp. nov.: a, maxilliped 3; b, pereiopod 1; c, pereiopod 2; d, pereiopod 3; e, dactylus 3. Scale lines 0.2 mm.
Figure 26 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 26. Paratya tasmaniensis Riek: a, pereiopod 4; b, dactylus 4; c, pereiopod 5; d, dactylus 5; e, telson; f, telson terminal spines; g, pleopod 1 of female; h, pleopod 1 of male; i, endopod 1 of male. Scale lines 0.2 mm.
Figure 24 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 24. Paratya tasmaniensis Riek: a, head region and rostrum; b, antenna 1 peduncle and stylocerite; c, scaphocerite; d, left mandible; e, enlarged incisors; f, right mandible; g, enlarged incisors; h, maxilla 1; i, maxilla 2; j, maxilliped 1; k, maxilliped 2. Scale lines 0.2 mm.
Figure 23 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 23. Paratya strathbogiensis sp. nov.: a, telson; b, telson terminal spines; c, pleopod 1 of female; d, pleopod 1 of male; e, endopod 1 of male. Scale lines 0.2 mm.
Figure 30. Paratya gariwerdensis n in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 30. Paratya gariwerdensis n.sp.: a) head region and rostrum; b, antenna 1 peduncle and stylocerite; c, scaphocerite; d, left mandible; e, enlarged incisors; f, right mandible; g, enlarged incisors; h maxilla 1; i, maxilla 2; j, maxilliped 1; k maxilliped 2; l, maxilliped 3; m, peraeopod 1; n, peraeopod 2. Scale lines 0.2mm.
Figure 25 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 25. Paratya tasmaniensis Riek: a, maxilliped 3; b, pereiopod 1; c, pereiopod 2; d, pereiopod 3; e, dactylus. Scale lines 0.2 mm.
Figure 22 in New species of Paratya (Decapoda: Atyidae) from Australian inland waters - linking morphological characters with molecular lineages
Figure 22. Paratya strathbogiensis sp. nov.: a, maxilliped 3; b, pereiopod 1; c, pereiopod 2; d, pereiopod 3; e, dactylus 3; f, pereiopod 4; g, dactylus 4; h, pereiopod 5; i, dactylus 5. Scale lines 0.2 mm.
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.