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zenodo28/100

Validation of ESA CCI SM combined v04.7 vs ESA CCI SM combined v05.2 vs ISMN 20191211 global

QA4SM validation of soil moisture data: ESA CCI SM combined v04.7 vs ESA CCI SM combined v05.2 vs ISMN 20191211 global. URL: https://qa4sm.eu/result/0e820fbe-9bcb-47a2-8c7d-7f31f78b97c1/. Produced on QA4SM (https://qa4sm.eu)

opencc-zeroOct 2020View details →
zenodo28/100

University of Denver Collections as Data - HTR Train and Validation Set JCRS_2020_5_27

<p><a href="https://zenodo.org/api/files/333ecb88-1f48-4ffd-b39e-5e70b800c276/HTR_Train_Set_JCRS_2020_5_27.zip">HTR_Train_Set_JCRS_2020_5_27.zip</a>&nbsp;<br> Description</p>

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 6 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 6 Faces (A, C, E) and thorax in dorsal view (B, D, F) in female bumble bees A, BBombus johanseniC, DB. melanopygusE, FB. lapponicus sylvicola.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 3 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 3 Bombus johanseni female from Sachs Harbour, Banks Island, Northwest Territories, Canada. A Left arrow shows the characteristic black pubescence of the face, right arrow shows the solid area of darker pubescence on the anterior part of thorax B left arrow shows the solid area of darker pubescence on the anterior part of thorax, right arrow shows the typical "red-banding" of the abdomen. Photographs by JMH.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 10 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 10 Distribution map of known specimens of B. johanseni, including B. interacti. Specimens identified in the literature as B. gelidus are also included as it is likely that some of these, especially the eastern record, are actually B. johanseni, and not dark specimens of B. sylvicola.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 5 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 5 A A typical "red-banded" bumble bee, Bombus huntii, showing the two red bands (terga 2 and 3) with yellow bands on either side (arrows, terga 1 and 4), and "red-tailed" bumble bees BB. centralis, with red band (terga 3 and 4) preceded by a yellow band (terga 1 and 2) with black apically (arrow) CB. mixtus, with a black band (arrow) separating the basal yellow and apical red bands. Photographs by CSS.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 1 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 1 Maximum likelihood tree constructed with 500 bootstraps for selected taxa of Pyrobombus, with B. (Bombus) terricola as an outgroup. The taxon Bombus johanseni consists of specimens identified in BOLD as Bombus sp. and B. johanseni, in addition to the holotype male of B. interacti.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 2 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 2 Holotype female of Bombus sylvicola var. johanseniA face B lateral view C associated specimen labels D dorsal view. Photographs by Joel Kits, Ottawa Research and Development Centre.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 7 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 7 Examples of "red-banded" bumble bees. ABombus huntii female. Top arrow shows the complete yellow hair patch on the rear of the thorax (scutellum), bottom arrow shows the completely black tegum 5 BB. ternarius female. Top arrow shows the face with both yellow and black hairs, middle arrow shows the entirely yellow anterior area of the thorax, bottom arrow shows the yellow hair patch on the rear of the thorax (scutellum) divided in two by a wedge of black hairs. Photographs by CSS C, DB. ternarius female, from Newfoundland. Arrow in C shows the atypical intermixed black hair on the anterior area of the thorax. Top arrow in D shows the yellow hair patch on the rear of the thorax (scutellum) divided in two by a wedge of black hairs, bottom arrow shows all black tergum 5. Photographs by Carolyn Parsons EB. vancouverensis female (red form). Left arrow shows the pale hair patch on the rear of the thorax (scutellum) divided in two by a wedge of black hairs, right arrow shows the incomplete red band of tergum 2, with black hairs in basal half FB. rufocinctus female (red form). Arrow shows the incomplete red band of tergum 2, being yellow medially in the basal half. Photographs by CSS.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Figure 4 from: Sheffield CS, Oram R, Heron JM (2020) Bombus (Pyrobombus) johanseni Sladen, 1919, a valid North American bumble bee species, with a new synonymy and comparisons to other "red-banded" bumble bee species in North America (Hymenoptera, Apidae, Bombini). ZooKeys 984: 59-81. https://doi.org/10.3897/zookeys.984.55816

Figure 4 Lateral view of the thorax of female Bombus species. A, BBombus johanseniCB. melanopygusDB. lapponicus sylvicola.

opencc-by-4.0Nov 2020View details →
zenodo28/100

Dataset for "Validation of the Astro dataset clustering solutions with external data"

<p><strong>Validation data for the <em>Astro</em> scientific publication clustering benchmark dataset</strong></p> <p>This is the dataset used in the publication Donner, P. &quot;Validation of the Astro dataset clustering solutions with external data&quot;, Scientometrics, DOI 10.1007/s11192-020-03780-3</p> <p>Certain data included herein are derived from Clarivate Web of Science. &copy; Copyright Clarivate 2020. All rights reserved.</p> <p>Published with permission from Clarivate.</p> <p>The original <em>Astro</em> dataset is not contained in this data. It can be obtained from http://topic-challenge.info/ and requires permission from Clarivate Analytics for use.</p> <p>&nbsp;</p> <p>This dataset collection consists of four files. Each file contains an independent dataset that relates to the Astro dataset via Web of Science (WoS) record identifiers. These identifiers are called UTs. All files are tabular data in CSV format. In each, at least one column contains UT data. This should be used to link to the <em>Astro </em>dataset or other WoS data. The datasets are discussed in detail in the journal publication.</p> <p>&nbsp;</p>

opencc-by-4.0Sep 2020View details →
zenodo28/100

Identification and validation of 174 COVID‑19 vaccine candidate epitopes reveals low performance of common epitope prediction tools

<p>Datasets used in &quot;Identification and validation of 174 COVID‑19 vaccine candidate epitopes reveals low performance of common epitope prediction tools&quot;</p> <p>sars-cov-2_predicted.csv</p> <p>SARS-CoV-2 peptides predicted to be binders to 11 HLA alleles by the NetMHC suite tools, these selected peptides have been measured in a stability assay revealing SARS-CoV-2 epitopes (assay results can be found at: https://www.immunitrack.com/free-coronavirus-report-for-download/).&nbsp;</p> <p>tools_predictions_binders.xlsx</p> <p>File containing all predictions for tools&nbsp;tested in the benchmark&nbsp;(note that not all tools use same measure). List of binders (epitopes) with IEDB links and T cell studies overlap.</p>

opencc-by-4.0Nov 2020View details →
dryad28/100

Validation of an eDNA-based method for the detection of wildlife pathogens in water

<p>Monitoring the occurrence and density of parasites and pathogens can identify high infection-risk areas and facilitates disease control and eradication measures. Environmental DNA (eDNA) techniques are increasingly used for pathogen detection due to their relative ease of application. Since many factors affect the reliability and efficacy of eDNA-based detection, rigorous validation and assessment of method limitations is a crucial first step. We evaluated an eDNA detection method using in-situ filtration of large volume water samples, developed to detect and quantify aquatic wildlife parasites by qPCR. We assessed method reliability using Batrachochytrium dendrobatidis, a pathogenic fungus of amphibians and the myxozoan Tetracapsuloides bryosalmonae, causative agent of salmonid proliferative kidney disease, in a controlled experimental setup. Different amounts of parasite spores were added to tanks containing either clean tap water or water from a semi-natural mesocosm community. Overall detection rates were higher than 80 %, but detection was not consistent among replicate samples. Within tank variation in detection emphasises the need for increased site-level replication when dealing with parasites and pathogens. Estimated parasite DNA concentrations in water samples were highly variable and significant increase with higher spore concentrations was observed only for B. dendrobatidis. Despite evidence for PCR inhibition in DNA extractions from mesocosm water samples, the type of water did not affect detection rates significantly. Direct spiking controls revealed that the filtration step reduced detection sensitivity. Our study identifies sensitive quantification and sufficient replication as major remaining challenges of eDNA-based methods for detection of parasites in water.</p>

opencc-zeroDec 2020View details →
zenodo28/100

Figure 7 from: Piponski M, Balkanov T, Logoyda L (2021) Development and validation of a fast and simple HPLC method for the simultaneous determination of bisoprolol and enalapril in dosage form. Pharmacia 68(1): 69-77. https://doi.org/10.3897/pharmacia.68.e50919

Figure 7 Linearity illustrating chromatograms obtained using final established, optimized and validated chromatographic method, with 55% methanol. First peak is bisoprolol and second enalapril Dionex Ultimate 3000 UHPLC system.

opencc-by-4.0Jan 2021View details →
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Figure 6 from: Piponski M, Balkanov T, Logoyda L (2021) Development and validation of a fast and simple HPLC method for the simultaneous determination of bisoprolol and enalapril in dosage form. Pharmacia 68(1): 69-77. https://doi.org/10.3897/pharmacia.68.e50919

Figure 6 Chromatograms chracteristics obtained using final established optimized validated chromatographic method (upper run), compared with more reteaining with 10% less methanol (lower run), with their system suitabilitiy parameters,worked on Dionex Ultimate 3000 UHPLC system.

opencc-by-4.0Jan 2021View details →
zenodo28/100

Figure 5 from: Piponski M, Balkanov T, Logoyda L (2021) Development and validation of a fast and simple HPLC method for the simultaneous determination of bisoprolol and enalapril in dosage form. Pharmacia 68(1): 69-77. https://doi.org/10.3897/pharmacia.68.e50919

Figure 5 Chromatogram obtained using Shimadzu Nexera XR UPLC system and mobile phase 50% metanol and 40% of 0.07% (V/V) perchloric acid, column Zorbax Rx C8 (4.6 mm i.d. × 250 mm, 5 μm), with 3-D UV contour diagram extracted ,analytes UV spectra and peak purity. First peak at about 6.1min is bisoprolol and peak at about 7.1min is enalapril.

opencc-by-4.0Jan 2021View details →
zenodo28/100

Figure 3 from: Piponski M, Balkanov T, Logoyda L (2021) Development and validation of a fast and simple HPLC method for the simultaneous determination of bisoprolol and enalapril in dosage form. Pharmacia 68(1): 69-77. https://doi.org/10.3897/pharmacia.68.e50919

Figure 3 Elution profiles obtained for test samples prepared of bisoprolol+ enalapril tablets (10 + 10) mg using three different mobile phases: a) 55% metanol and 45% of 0.07% (V/V) perchloric acid; b) 40% metanol and 10% acetonitrile and 50% of 0.07% (V/V) perchloric acid; and c) 50% metanol and 50% of 0.07% (V/V) perchloric acid. First peak is bisoprolol and second enalapril. Chromatographic conditions: Shimadzu Nexera XR UPLC system, C-8 column Zorbax Rx (4.6 mm i.d. X 250 mm, 5 μm), flow rate 1.0 mL/min, column temperature 42 °C, injection volume 10 μL.

opencc-by-4.0Jan 2021View details →
zenodo28/100

Figure 4 from: Piponski M, Balkanov T, Logoyda L (2021) Development and validation of a fast and simple HPLC method for the simultaneous determination of bisoprolol and enalapril in dosage form. Pharmacia 68(1): 69-77. https://doi.org/10.3897/pharmacia.68.e50919

Figure 4 Chromatogram obtained using Shimadzu Nexera XR UPLC system and mobile phase 55% metanol and 45% of 0.07% (V/V) perchloric acid, column Zorbax Rx C8 (4.6 mm i.d. × 250 mm, 5 μm), with 3-D UV contour diagram extracted, analytes UV spectra and peak purity. First peak at about 4.7min is bisoprolol and peak at about 5.2min is enalapril.

opencc-by-4.0Jan 2021View details →
zenodo28/100

manual general clone validation results

<p>Manual general clone validation results.</p> <p>These clones are detected from BigCloneBench.</p>

opencc-by-4.0Jan 2021View details →
zenodo28/100

manual large-variance clone validation results

<p>Manual large-variance clone validation results</p>

opencc-by-4.0Jan 2021View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

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.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

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.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

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.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

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.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.