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Telescope observations, star catalogs, exoplanet surveys, galaxy morphology, gravitational waves, spectroscopy
3,256 datasets
Outputs from a fiducial analysis of the exoplanet GJ 1214b, including eclipse depth, transit depth, and nightside flux per wavelength bin. The dataset contains best-fit spectroscopic and white light curves, posterior parameter chains from an MCMC analysis, and scripts for generating plots and calculating phase curve amplitudes. Author Michael Zhang from the University of Chicago produced this data, which is shared under an Open Access license.
An analysis of angled flat fan spray nozzles on spray pattern uniformity and droplet spectrum formation for phytosanitary product application. The dataset likely contains measurements of spray volumetric distribution, coefficient of variation, and droplet size characterization from a real-time particle size analyzer. It was authored by Matheus Mereb Negrisoli and is available via Open Access.
Eleven standardized biological variables from two stream mesocosm experiments conducted in the summer-autumn of 1996 and 1997. The data was collected to train artificial neural networks for diagnosing nutrient and fine sediment impacts in Tasmanian rivers. Results are published in Magierowski et al. (2015) in PLoS ONE.
Jaire Marinho Torres collected data on Streblidae ectoparasitic flies and their bat hosts in a peri-urban Cerrado area between February and July 2011. The dataset includes 161 captured bats from seven species, with 48 infested individuals and 83 collected flies from six Streblidae species. It characterizes the parasite-host community using indices like prevalence, average infestation intensity, and specificity.
A 2025 meta-analysis of 14 randomized controlled trials involving 312 participants, published as a supplementary PDF file. The study quantitatively assesses the effects of dance activities on social skills and related behaviors in children and adolescents with autism spectrum disorder. The analysis was conducted by researcher Yi Jingyao and includes effect size calculations, subgroup analysis, and publication bias testing.
14 randomized controlled trials involving 312 participants form the basis of this meta-analysis. The data, compiled by Yi Jingyao and last updated in May 2026, quantitatively assesses the impact of dance activities on social skills, communication, and repetitive behaviors in children and adolescents with autism spectrum disorder. Effect sizes were calculated using standardized mean differences and 95% confidence intervals from studies sourced from eight Chinese and English databases.
A meta-analysis of 14 randomized controlled trials involving 312 participants, conducted by Yi Jingyao and published in 2026. It quantitatively assesses the effects of dance activities on social skills, communication, and repetitive behaviors in children and adolescents with autism spectrum disorder. The analysis includes data from eight Chinese and English databases searched up to March 20, 2025.
Properties of clinically approved small molecule antibiotics approved since 2010 are summarized. The dataset includes approval year, mechanism of action, and molecular properties. It was compiled by Erik Jung of the University of Zurich, with some properties retrieved from cited references and others calculated using DataWarrior software.
Six snow-years from 2018-2019 to 2023-2024 are covered by this dataset of annual snow dynamics metrics for all of Canada at 30-meter resolution. It was produced by Natural Resources Canada using Landsat and Sentinel-2 satellite imagery to identify pixel-level snow status and calculate metrics like snow period start/end dates, duration, and classification. The data includes quantified uncertainty for timing-based metrics due to observation gaps from satellite orbits and cloud cover.
Three field surveys in Darwin Harbour, Australia, compared water quality, sediment composition, and benthic and pelagic metabolism across three tidal creeks receiving different sewage loads. The study identified pelagic primary production, benthic nutrient fluxes, and denitrification efficiency as the processes most affected by nutrient loading. Data was contributed by the Australian Ocean Data Network and last updated on 2026-06-16.
Earth's transit spectrum constructed from Atmospheric Chemistry Experiment Fourier Transform Spectrometer (ACE-FTS) solar occultation data. The data originates from the Canadian-led SCISAT mission, primarily supported by the Canadian Space Agency. The underlying occultation data is available from the ACE Atlas website.
Ice-sheet numerical modeling reveals bed morphology likely drove changes in ice-sheet extent and dynamics in the Lambert-Amery system at Prydz Bay. The dataset, hosted by the Australian Ocean Data Network, focuses on topographic controls on ice dynamics from the Oligocene to the Pleistocene. It was last updated on 2026-06-27.
A geological dataset documents significant revisions in the age classification of marine Tertiary deposits in Australia. The recognition of Eocene deposits over a wide area in south-eastern Australia resulted from detailed mapping and microfaunal investigation. The dataset includes findings from bores proving over 4,000 feet of Middle Eocene beds and reclassifications of stages like Janjukian and Anglesean.
Simulated extremely high-resolution solar-like spectra created with the SOAP 2.0 tool to include multiple evolving starspots. The dataset is presented by Christian Gilbertson of Pennsylvania State University to aid in developing statistical models for Doppler planet surveys. It is intended to help distinguish true Doppler shifts from intrinsic stellar variability caused by starspots and faculae.
Gang Yin provides a dataset of 2,355 Raman spectra collected from 157 serum samples. The samples were obtained from 53 confirmed COVID-19 patients, 54 suspected cases, and 50 healthy controls. The data was used to develop a diagnostic algorithm using support vector machine (SVM) methods.
Mallory Freeberg from Johns Hopkins University provides data from a Galaxy tutorial analyzing ChIP-seq data from a 2014 study by Wu et al. The dataset contains downsampled biological replicate Tal1 ChIP-seq and input control experiments from mouse G1E cells and megakaryocytes, focusing on chromosome 19 and selected genomic loci. Included files are *.fastqsanger raw data, a BED file of regions of interest, and a RefSeq gene annotation file for the mm10 genome.
A theoretical scaling model for the atmospheric circulation of Earth-like exoplanets, derived by Thaddeus D. Komacek of the University of Chicago. The work presents scaling relations for equator-to-pole temperature contrast and bulk lapse rate based on baroclinic criticality. These theoretical predictions are compared to General Circulation Model simulations and are intended for testing with future space telescope observations.
Optical observations of the pulsar PSR J2039-5617 taken on three dates in 2017, 2018, and 2019 using the ULTRACAM instrument. The dataset includes reduced light curves with barycentered time, orbital phase, and flux density measurements, along with raw calibration frames and an ephemeris file. It was authored by C. J. Clark from the University of Manchester.
A synthetic grid of 16,875 stellar spectra models created by Ricardo LΓ³pezβValdivia of The University of Texas at Austin. The models cover a parameter space of effective temperature (3000β5000 K), surface gravity (3.0β5.0 dex), magnetic field strength (0.0β4.0 kG), and rotational velocity (2.0β50 km/s). The data is stored as NumPy arrays and a CSV file, with an example provided for loading and plotting in Python.
The Survey of Ionized Gas of the Galaxy, Made with the Arecibo telescope (SIGGMA) provides a fully-sampled view of radio recombination line (RRL) emission from the portion of the Galactic plane visible by Arecibo. It includes 319 RRL detections for 244 known HII regions and 108 new detections for 79 HII region candidates, with an angular resolution of 6 arcminutes and a velocity resolution of 5.1 km/s. The data was produced by Bin Liu of the Chinese Academy of Sciences.