Find research datasets worth reusing

Fig. 1. A in First Observation of Variimorda (Variimorda) holzschuhi Horák, 1985 (Coleoptera: Mordellidae) as a Woodborer on Vitis vinifera L.; Possible Pest or Co-Occurrent Species?

Fig. 1. A) Growth-retarded Vitis vinifera exposed to wood borers, B) V. vinifera without wood borers, C) Vineyard area with Variimorda holzschuhi.

Fig. 2 in First Record of Ambrosiophilus atratus (Eichhoff, 1875) and Further Observations of Xylosandrus germanus (Blandford, 1894) (Coleoptera: Curculionidae: Scolytinae) on Grapevine, Vitis vinifera L. (Vitaceae)

Fig. 2. SEM images of an Ambrosiophilus atratus adult extracted from grapevine trunk. A) Dorsal view, B) Lateral view.

Fig. 3. A in First Record of Ambrosiophilus atratus (Eichhoff, 1875) and Further Observations of Xylosandrus germanus (Blandford, 1894) (Coleoptera: Curculionidae: Scolytinae) on Grapevine, Vitis vinifera L. (Vitaceae)

Fig. 3. A) Example of an attack on a grapevine trunk by Xylosandrus germanus in San Pietro di Feletto municipality, Veneto, Italy (July 2021), B) Wood frass visible; arrows point to exit holes made by the adults.

Fig. 1 in Observations and Photographs of Eggs of the Horned Passalus Beetle, Odontotaenius disjunctus (Illiger) (Coleoptera: Passalidae)

Fig. 1. Photographs of O. disjunctus. A) Adult beetle in gallery, B) Eggs in gallery, finger for scale, C) Closer view of the same eggs, D) Adult and eggs in the laboratory, E) Eggs and newly emerged larva in the laboratory.

data for "Observations of significant ion energy outflows associated with cusp ion outflows and the role of Poynting flux as an energy source"

Open the record for dataset details and reuse information.

opennotspecifiedAug 2024View details →

Bison observations: bizon.zip

Derived from https://www.sciencebase.gov/catalog/item/5138e8e5e4b02c509e50c57f Details in https://eol-jira.bibalex.org/browse/DATA-1699 The observations.txt has 76,130,091 rows as of Sep 11, 2017.

Surface Ozone–NOx–VOCs Chemistry in China: New Insights from GEMS Satellite Hourly Observations

GEMS satellite data and ground level ozone fitting codes

opennotspecifiedAug 2024View details →

Mushroom Observer: Mushroom Observer (16) DwCA

Purpose: The purpose of this site is to record observations about mushrooms, help people identify mushrooms they aren__t familiar with, and expand the community around the scientific exploration of mushrooms (mycology). Some have asked what counts as a mushroom. This site takes a very broad view. While the emphasis is on the large fleshy fungi, other fungi such as lichens, rust and molds as well as fungus-like organisms such as slime-molds are all welcome. Ultimately, I hope this site will become a valuable resource for both amateur and professional mycologists. I like to think of it as a living field guide for mushrooms or a collaborative mushroom field journal. https://mushroomobserver.org/

Data from: A mobile application–based citizen science product to compile bird observations

This repository contains the data and codes to reproduce the analysis of manuscript: "A mobile application–based citizen science product to compile bird observations": Nokelainen, O, Lauha, P, Andrejeff, S, Hänninen, J, Inkinen, J, Kallio, A, Lehto, HJ, Mutanen, M, Paavola, R, Schiestl-Aalto, P, Somervuo, P, Sundell, J, Talaskivi, J, Vallinmäki, M, Vancraeyenest, A, Lehtiö, A and Ovaskainen, O. 2024. A Mobile Application– Based Citizen Science Product to Compile Bird Observations. Citizen Science: Theory and Practice, 9(1): 24, pp. 1–14. DOI: <a href="https://doi.org/10.5334/cstp.710" target="_blank" rel="noopener noreferrer">https://doi.org/10.5334/cstp.710</a>

Observation of Order and Disorder in Solid-Electrolyte Interphases of Lithium-Metal Anodes

This data was collected by Hyeongjun Koh and made publicly available. It was also used as a dataset for an article submission.   Please cite this reference when you would like to use it.

Intermediate Data Products for "A NASA GISTEMPv4 Observational Uncertainty Ensemble"

Contains the Intermediate data for "A NASA GISTEMPv4 Observational Uncertainty Ensemble" as accepted at JGR:Atmospheres (August 2024). Raw and Results Data can be found here: <a href="https://doi.org/10.5281/zenodo.13343335">https://doi.org/10.5281/zenodo.13343335</a>

Raw Data and Full Ensemble Output (1880-2020) for "A NASA GISTEMPv4 Observational Uncertainty Ensemble"

Contains the Raw and Final data for "A NASA GISTEMPv4 Observational Uncertainty Ensemble" as accepted at JGR:Atmospheres (August 2024).  <code>FinalEnsembleOutput/</code> Contains the official GISTEMPv4 uncertainty ensemble from 1880-2020 with anomalies relative to a 1951-1980 climatology. The ensemble is organized into three subdirectories <code>FinalEnsembleOutput/FullEnsemble</code> Contains a netCDF file [lon,lat,month] for each of the 200 members on a 2x2 grid. <code>FinalEnsembleOutput/GriddedSummary</code> Contains netCDF files [lon,lat,month] of statistics summarizing the 200-member ensemble. The statistics contained are the ensemble mean, ensemble sd, quantiles, and sample size (can be less than 200 due to differences in the homogenization in data-sparse regions). The quantiles provided are (0.025, 0.05, 0.1, 0.25, 0.5, 0.75, 0.9, 0.95, 0.975). <code>FinalEnsembleOutput/KeySeries</code> Contains 200-member ensembles of key, large scale time series at monthly resolution. Global, hemispheric, and zonal mean series are provided each for land, ocean, and combined (land and ocean) mean temeperature. Use this data when working with these series rather than calculating yourself from the full ensemble as the method for creating these series incoproates unertainty due to regions without coverage. <code>Raw/</code> Contains the raw, source data for the GISTEMP ensemble. This directory is not very large, but contains ~50k files as the GHCN product is distributed as an individual text file for every station in the record. Intermediate data products from the analysis can be found here: <a href="https://doi.org/10.5281/zenodo.13344579" target="_blank" rel="noopener">https://doi.org/10.5281/zenodo.13344579</a>

Best-fit Abundances, Observed Spectra and Spectral Models for the New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization

Dataset associated with Fisher et al. 2024 in RNAAS <a href="https://iopscience.iop.org/article/10.3847/2515-5172/ad79f0">[link to publication]</a> <code>summary.mrt</code> is a table of identifiers, photometry, fundamental stellar parameters and detailed chemical compositions for 13 candidate wide binary systems with FGK Main Sequence primaries (5100 K < Teff < 6300 K) and ultracool dwarf companions (2500 K < Teff < 3100 K). Refer to the file header for detailed description of columns and units. <code>stars.zip</code> contains the high-resolution spectra of primaries observed with the Automated Planet Finder (APF, program <code>2021B_A010</code>), as well as the corresponding best-fit spectral models. Each FITS file in the archive represents an individual exposure of the primary. The files are arranged in directories by identifiers of the primaries. The total number of exposures varies from source to source. FITS files are composed of a primary HDU and 6 extensions. <ul> <li>The primary HDU contains the unmodified sky-subtracted spectrum of the object as produced by the APF pipeline and published on <a href="https://jump.caltech.edu/">Jump</a>. The spectrum is stored as a 2D array organized by Echelle orders.</li> <li>The first extension contains the corresponding air wavelengths [in A] transformed to the rest frame of the source.</li> <li>The second extension is the boolean mask of pixels included in model fitting.</li> <li>The third extension is the adopted statistical weights of each pixel, estimated as inverse variances under the assumption of Poisson noise.</li> <li>The fourth extension contains the best-fit synthetic spectrum in CGS units of surface intensity per wavelength in A.</li> <li>The fifth extension is the best-fit spline continuum correction between the model and the data.</li> <li>The final extension contains the adopted FWHM of the line spread function in each pixel, estimated by combining in quadrature a wavelength-dependent component with λ/Δλ=120,000 and a best-fit wavelength independent component (the <code>quickblur</code> parameter of the <a href="https://github.com/Roman-UCSD/chemfit">chemfit</a> package)</li> </ul> This repository is for the research note "New Sample of Ultracool Dwarf Benchmarks with Detailed Chemical Characterization" by Fisher et al. It is associated with manuscript number AAS58102.

Observations for WRF-Chem ENA study

This dataset includes 1) ARM ground-based observations for liquid water path (LWP), cloud fraction (CF), temperature and relative humidity profiles; 2) aircraft measurement for aerosols; 3) processed MeteoSat data (i.e. LWP and CF).

opencc-by-4.0Dec 2023View details →

Data and code for figures of "Scale-tailored localization and its observation in non-Hermitian electrical circuits"

The main data and code for figures of "Scale-tailored localization and its observation in non-Hermitian electrical circuits" are provided here.

Bow shock ripples and their modulation of whistler wave packets: MMS observations

Dataset for the paper "Bow shock ripples and their modulation of whistler wave packets: MMS observations". The data are for the Figures 1 and 2 in the manuscript. These files can be processed by Matlab with the help of the IRFU-matlab package, which is available at https://github.com/irfu/irfu-matlab.

Figs. 4–7 in Amazonopsis cerdani (Coleoptera: Elmidae: Elminae), a New Species of Riffle Beetle from French Guiana with Habitat Observations

Figs. 4–7. Distribution and habitat of Amazonopsis cerdani, new species. 4) Distribution in French Guiana (1: Crique Nouvelle France; 2: Crique Florian tributary; 3: Crique Bois Bandé; 4: Crique Galfa tributary; 5: Courcibo River tributary); 5) Stream habitat; Crique Florian tributary, Montagne de Fer; 6) Submerged leafy debris microhabitat; Courcibo River tributary, La Trinité National Nature Reserve; 7) Live male on leaf.

Fig. 1 in Amazonopsis cerdani (Coleoptera: Elmidae: Elminae), a New Species of Riffle Beetle from French Guiana with Habitat Observations

Fig. 1. Amazonopsis cerdani, new species, male habitus; 4.52 mm long, 2.00 mm wide. A) Dorsal view, B) Ventral view, C) Lateral view.

Fig. 2 in Amazonopsis cerdani (Coleoptera: Elmidae: Elminae), a New Species of Riffle Beetle from French Guiana with Habitat Observations

Fig. 2. Amazonopsis cerdani, new species, male genitalia. A) Dorsal view, B) Lateral view, C) Ventral view. Scale bar = 0.2 mm.

Fig. 3 in Amazonopsis cerdani (Coleoptera: Elmidae: Elminae), a New Species of Riffle Beetle from French Guiana with Habitat Observations

Fig. 3. Amazonopsis cerdani, new species, female habitus; 4.52 mm long, 1.96 mm wide. A) Dorsal view, B) Ventral view, C) Lateral view.