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DNA/RNA sequences, gene expression, protein structures, metagenomics, single-cell sequencing
23,724 datasets
A 7.8 MB FASTA file containing a reassembled genome for the bacterium Actinomadura welshii. The reassembly was generated by Andrew Keith Watson from publicly available data in BioProject PRJNA1232214 to address contamination in a prior published assembly. The dataset was last updated on May 28, 2026.
A multi-criteria analysis report for the 'Aanpak Ring Zuid' project in Groningen, Netherlands, authored by Grontmij for the project organisation. The document, published by the Dutch Ministry of the Interior and Kingdom Relations, evaluates four location variants for a new railway tunnel to replace the discontinued Esperanto crossing. The dataset is available as a PDF under a CC-BY-4.0 license.
Starting from August 6, 2019, this dataset provides cloud information derived from the U.S. Suomi NPP satellite's VIIRS instrument for observations by the European Sentinel-5P (S5P) satellite. The product contains pixel-level cloud classifications and sun-normalized radiance statistics for VIIRS bands M7, M9, and M11, generated for both nominal and scaled fields-of-view. It is designed to support atmospheric composition measurements by the S5P's TROPOMI instrument, which monitors gases and aerosols.
Silvia Markova published a chromosome-level genome assembly for the bank vole (Clethrionomys glareolus) on April 9, 2026. The 1.6 GB dataset includes annotation tables, GFF3 files, and multiple FASTA files with repetitive and low-mappability regions masked. It is licensed under CC-BY-4.0 and is intended as a resource for ecological, evolutionary, and disease research.
A dataset of 500 real images from Bangladesh was combined with a 140k real and fake faces dataset to train and test the ARC-Net model. The model was evaluated on external datasets like the Deepfake Dataset and Deepfake Database, and three out-of-distribution experiments were conducted. The study was authored by Md Shihab Reza and last updated in April 2026.
Bangladesh contributes 500 real facial images to a combined dataset of over 140,000 real and fake faces used for model training. The dataset supports the ARC-Net model, achieving 99% accuracy in deepfake detection, as published by author Md Shihab Reza in April 2026. It documents the experimental setup, performance metrics, and out-of-distribution tests for the proposed detection architecture.
A 5.5 KB Excel file containing classification report metrics for deepfake detection models. The dataset was published by Md Shihab Reza in April 2026 to accompany a study on the ARC-Net model. It compares the performance of ARC-Net against four other pre-trained deep learning models.
ARC-Net achieved 99% accuracy and 0.98 F1 score in detecting deepfake images. Results compare five deep learning models, including ARC-Net and four pre-trained models, evaluated on a dataset containing 500 real images from Bangladesh and 140,000 real and fake faces. The evaluation was conducted by Md Shihab Reza and published in April 2026.
A 5.5 KB Excel file detailing the notation and symbols used in the ARC-Net deepfake detection algorithm. The dataset was authored by Md Shihab Reza and last updated in April 2026. It supports a study that trained models on a combined dataset of 500 real images from Bangladesh and 140,000 real and fake faces.
Model parameters detail the architecture and performance metrics of ARC-Net, a deepfake detection model. The model was trained on a dataset combining 500 real images from Bangladesh with a 140k real and fake faces dataset. Md Shihab Reza authored the study, with parameters published on figshare in April 2026.
A 2026 study by Xiangyu Xie investigating the effects of the traditional Chinese medicine Tongxie Yaofang on Irritable Bowel Syndrome with Diarrhea (IBS-D) in a rat model. The research includes data from 16S rRNA sequencing, untargeted metabolomics, and fecal microbiota transplantation experiments. The dataset is a supplementary document describing the study's methods and results.
From 2016-01-02 to 2021-05-21, this dataset provides daily vertical profiles of six atmospheric gases over Delhi. It contains the vertical distribution of methane (CH4), carbon monoxide (CO), hydrogen deuterium oxide (HDO), ammonia (NH3), ozone (O3), and peroxyacetyl nitrate (PAN), retrieved from the CrIS instrument on the Suomi-NPP satellite. Data are reported at 17 vertical levels from the surface to 0.1 hPa with a spatial resolution of 14 km.
NASA's TROPESS project provides vertical profiles of seven key atmospheric gases and temperature over a 3x3 degree region centered on Los Angeles. Data from the Suomi-NPP satellite's CrIS instrument are processed daily from 2016 to 2021 using the MUSES optimal estimation algorithm. Each netCDF file offers measurements at 17 vertical levels with a 14 km spatial resolution, accompanied by formal uncertainties.
Regional Development Australia (RDA) 2014-15 regions represent a national network of committees established by the Australian Government to enhance regional growth. The spatial data was built from the ABS LGA 2014 boundary dataset and is maintained by the Department of Infrastructure and Regional Development. It includes updates for council amalgamations and deamalgamations, such as the addition of West Daly RC on 1 July 2014 and the deamalgamation of four Queensland councils on 1 January 2014.
2014-15 boundaries for Regional Development Australia (RDA) administrative regions across Australia. The dataset was created and is maintained by the Australian Department of Infrastructure and Regional Development, with updates reflecting changes to Local Government Area boundaries and regional adjustments. It includes notes on historical boundary changes up to 2014.
From 2016-01-02 to 2021-05-21, this dataset provides the vertical distribution of six atmospheric gases (CH4, CO, HDO, NH3, O3, PAN) and their uncertainties. Measurements are from the CrIS instrument on the Suomi-NPP satellite, processed by the NASA TROPESS project's MUSES algorithm. Data are reported daily at 17 vertical levels from the surface to 0.1 hPa over a 2x2 degree region centered on Karachi.
The TROPESS CrIS-SNPP L2 for Sao Paulo Megacity, Standard Product contains vertical profiles of seven atmospheric gases and temperature retrieved from the Suomi-NPP satellite's CrIS instrument. Data are provided daily from February 2021 onward, covering a 3x3 degree region over Sao Paulo at 14 km spatial resolution across 17 vertical levels. The NASA TROPESS project uses the MUSES optimal estimation algorithm to produce these netCDF files.
NASA's TROPESS project provides vertical profiles of six atmospheric gases measured by the Suomi-NPP satellite's CrIS instrument. The dataset contains daily retrievals of methane, carbon monoxide, water vapor isotope, ammonia, ozone, and peroxyacetyl nitrate over a 3x3 degree region centered on Sao Paulo. Data are reported at 17 vertical levels from the surface to 0.1 hPa with a spatial resolution of 14 km.
U-Pb detrital zircon dating from offshore petroleum well cuttings provides new information about sediment origins in Australia's Roebuck Basin. The Australian Ocean Data Network published this study to better understand reservoir quality within the Triassic Upper and Lower Keraudren deltas. Analyses reveal multiple sediment sources, potentially from Australia's interior via large rivers or long-shore drift.
RNA sequencing data comparing gene expression between control and Pfn1 knockout MDA-MB-231 breast cancer cells. The dataset, 2.1 MB in size, was authored by Partha Roy and last updated on 2026-05-28. It is available under a CC-BY-4.0 license on the figshare platform.