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206 results for “Sampling & Detection”

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zenodo28/100

Raw metagenomic data from Early Detection Rapid Response samples collected in Alaska in 2017

<p>In response to the threat of introductions of non-native forest insects, the Early Detection and Rapid Response (EDRR) program in Alaska monitors for arrivals of non-native insects, an effort that is limited by the time required to process samples using morphological methods.&nbsp;&nbsp;We compared conventional methods of processing EDRR traps with metabarcoding methods for processing the same samples.&nbsp;&nbsp;</p> <p>We deployed&nbsp;Lindgren funnel traps at three points of entry in Alaska using standard EDRR methods and the trap samples were later processed using routine sorting and identification based on morphology.&nbsp;&nbsp;The samples were&nbsp;then processed using High Throughput Sequencing (HTS) metabarcoding methods.&nbsp;&nbsp;In three samples bycatch was included and in three samples non-native species were added.</p> <p>This dataset includes all of the raw FASTQ files obtained from HTS sequencing.&nbsp;</p> <p>Complete specimen and occurrence data&nbsp;are available via an Arctos (<a href="https://arctosdb.org/">https://arctosdb.org/</a>) archive at <a href="https://arctos.database.museum/archive/2017_edrr_ngs_test_records">https://arctos.database.museum/archive/2017_edrr_ngs_test_records</a>.&nbsp; Sequence data have been&nbsp;deposited in in the NCBI&nbsp;Sequence Read Archive under BioProject <a href="https://www.ncbi.nlm.nih.gov/sra/PRJNA542936">PRJNA542936</a>.&nbsp; Complete sample data are provided in the file&nbsp;2017_EDRR_STDP_sample_data.csv.</p>

opencc-by-4.0Jun 2019View details →
zenodo28/100

Sentinel-2 parallax-based cloud detection - sample dataset

<p>This repository archives the Sentinel-2 sample data used in:</p> <p>D. Frantz, E. Ha&szlig;, A. Uhl, J. Stoffels, and J. Hill (2018): Improvement of the Fmask algorithm for Sentinel-2 images: Separating clouds from bright surfaces based on parallax effects. Remote Sensing of Environment 215, 471-481.&nbsp;<a href="https://doi.org/10.1016/j.rse.2018.04.046">https://doi.org/10.1016/j.rse.2018.04.046</a></p>

openAug 2021View details →
dryad28/100

Detecting and removing sample contamination in phylogenomic data: An example and its implications for Cicadidae phylogeny (Insecta: Hemiptera)

<p class="MsoNormal">Contamination of a genetic sample with DNA from one or more non-target species is a continuing concern of molecular phylogenetic studies, both Sanger sequencing studies and Next-Generation Sequencing (NGS) studies. We developed an automated pipeline for identifying and excluding likely cross-contaminated loci based on detection of bimodal distributions of patristic distances across gene trees. When the contamination occurs between samples within a dataset, comparisons between a contaminated sample and its contaminant taxon will yield bimodal distributions with one peak close to zero patristic distance. Here we present an automated pipeline for identifying and excluding likely cross-contaminated loci based on detection of these bimodal distributions of patristic distances between taxa across gene trees. This new method does not rely on <em>a priori</em> knowledge of taxon relatedness nor does it determine the process(es) that caused the contamination. Exclusion of putatively contaminated loci from a dataset generated for the insect family Cicadidae showed that these sequences were affecting some topological patterns and branch supports, although the effects were sometimes subtle, with some contamination-influenced relationships exhibiting strong bootstrap support. Long tip branches and outlier values for one anchored phylogenomic pipeline statistic (AvgNHomologs) were correlated with the presence of contamination. While the AHE markers used here, which target hemipteroid taxa, proved effective in resolving deep and shallow level Cicadidae relationships in aggregate, individual markers contained inadequate phylogenetic signal, in part probably due to short length. The cleaned dataset, consisting of 90 genera representing 44 of 56 current Cicadidae tribes, and 429 loci, supported three of the four sampled Cicadidae subfamilies in concatenated-matrix (IQ-TREE ML) and multispecies coalescent-based (ASTRAL-III) species tree analyses, with the fourth subfamily weakly supported in the ML trees. No well-supported patterns from previous family-level Sanger sequencing studies of Cicadidae phylogeny were contradicted. One taxon (<em>Aragualna plenalinea</em>) did not fall with its current subfamily in the genetic tree, and this genus and its tribe Aragualnini is reclassified to Tibicininae following morphological re-examination. Only subtle differences were observed in trees after removal of loci for which divergent base frequencies were detected. Greater success may be achieved by increased taxon sampling and developing a probe set targeting a more recent common ancestor and longer loci. Searches for contamination are an essential step in phylogenomic analyses of all kinds and our pipeline is an effective solution.</p>

opencc-zeroOct 2022View details →
ClinicalTrials.gov28/100

Detection of Paracetamol Concentration in Blood-, Saline- and Urine Samples - a Validation Study for a Novel Technique

ClinicalTrials.gov study NCT04690673. IPD Sharing: NO. Countries: 1. Publications: 0.

closedIPD-NOFeb 2026View details →
dryad28/100

Data from: High-throughput adaptive sampling for whole-slide histopathology image analysis (HASHI) via convolutional neural networks: application to invasive breast cancer detection

Open the record for dataset details and reuse information.

publicJun 2018View details →
dryad28/100

Data from: Design- and model-based strategies for detecting and quantifying an amphibian pathogen in environmental samples

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publicOct 2018View details →
dryad28/100

Data from: Reliable wolf-dog hybrid detection in Europe using a reduced SNP panel developed for non-invasively collected samples

Open the record for dataset details and reuse information.

publicMay 2021View details →
dryad28/100

Data from: A lateral flow immunochromatographic strip test for rapid detection of hexoestrol in fish samples

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publicJul 2018View details →
dryad28/100

Noninvasive fecal sampling in Itatiaia National Park, Brazil: wild mammal identification and parasite detection

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publicJul 2020View details →
dryad28/100

Data from: The number of markers and samples needed for detecting bottlenecks under realistic scenarios, with and without recovery: a simulation-based study

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publicJan 2013View details →
dryad28/100

Data from: Estimating bird detection distances in sound recordings for standardising detection ranges and distance sampling

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publicJun 2018View details →
dryad28/100

Sample site coordinates, environmental data, number of copies of target DNA/ul for each sample and limit of detection plot

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publicNov 2021View details →
dryad28/100

Data from: The relative power of genome scans to detect local adaptation depends on sampling design and statistical method

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publicFeb 2015View details →
dryad28/100

Balantioides coli in other zoonotic parasites detected in noninvasive fecal samples of artiodactyls with emphasis on the bioinvasive in a state park in Brazil

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publicJun 2022View details →
dryad28/100

Detecting and removing sample contamination in phylogenomic data: An example and its implications for Cicadidae phylogeny (Insecta: Hemiptera)

Open the record for dataset details and reuse information.

publicOct 2022View details →
geo24/100

NanoString nCounter Cancer CN panel assay CNV detection of high-grade serous carcinoma samples

GEO Series GSE244329. Homo sapiens. 26 samples. Type: Genome variation profiling by genome tiling array.

openGEO-OpenSep 2024View details →
geo24/100

Chromosomal microarray data for validation of copy-number variants detection from a low-coverage whole-genome sequencing approach in clinical samples

GEO Series GSE73191. Homo sapiens. 72 samples. Type: Genome variation profiling by array; Genome variation profiling by SNP array; SNP genotyping by SNP array.

openGEO-OpenOct 2015View details →
geo24/100

Evaluation of DNA array sensitivity to detect viruses in clinical samples following propidium monoazide treatment

GEO Series GSE62910. Sus scrofa; Viruses. 80 samples. Type: Other.

openGEO-OpenNov 2015View details →
geo24/100

Gene expression data for body versus head samples for detection of genes with enriched expression in salivary glands of the spider mite Tetranychus urticae

GEO Series GSE81128. Tetranychus urticae. 4 samples. Type: Expression profiling by high throughput sequencing.

openGEO-OpenOct 2016View details →
geo24/100

Agilent SBC-ceRNA microarray chips were employed to detect the 3 normal plasma cells (NPCs), 5 lgD MM samples and 5 lgG MM samples respectively.

GEO Series GSE174510. Homo sapiens. 13 samples. Type: Non-coding RNA profiling by array.

openGEO-OpenMar 2022View details →

ScienceDex guides

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

Compare curated 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.

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