cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7689791
title: Open Grid Emissions Dataset 2019-2021 (v0.2.2)

description: The Open Grid Emissions Initiative seeks to fill a critical need for high-quality, publicly-accessible, hourly grid emissions data that can be used for GHG accounting, policymaking, academic research, and energy attribute certificate markets. The initiative includes this repository of open-source grid emissions data processing tools that use peer-reviewed, well-documented, and validated methodologies to create the accompanying public dataset of hourly, monthly, and annual U.S. electric grid generation, GHG, and air pollution data. Data Structure <code>data/downloads</code> contains all files that are downloaded by functions in <code>load_data</code> <code>data/manual</code> contains all manually-created files, including the egrid static tables <code>data/outputs</code> contains intermediate outputs from the data pipeline... any files created by our code that are not final results <code>data/results</code> contains all final output files that will be published <strong>Release Notes</strong> The 2019-2021 data archived here was created by v0.2.2 of the Open Grid Emissions Initiative, archived on Zenodo here. For a summary of what's new in the 2019-2020 v.0.2.2 data, see the v0.2.2 release notes. <strong>Using the archived files</strong> The outputs and results files have been saved as separate zip folders for each year. We did not archive the manual or downloads folder since the manual files are archived as part of the v0.2.1 code release, and downloading these files using v0.2.2 of the code should return versioned results.
DOI: 10.5281/zenodo.13157903
title: Binary black-hole simulation SXS:BBH:1454

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157904
title: Binary black-hole simulation SXS:BBH:1454

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.nawdsz
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ficus verruculosa Warb.",
 "Continent is Africa"
 ]
}

 The dataset includes 194 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044838-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13157908
title: Binary black-hole simulation SXS:BBH:1444

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157909
title: Binary black-hole simulation SXS:BBH:1444

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157911
title: Binary black-hole simulation SXS:BBH:1449

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157912
title: Binary black-hole simulation SXS:BBH:1449

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.exwt6n
title: Occurrence Download

description: A dataset containing 7491 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Parinari curatellifolia Planch. ex Benth.",
 "Continent is Africa"
 ]
}

 The dataset includes 7491 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044839-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13157915
title: Binary black-hole simulation SXS:BBH:1491

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157916
title: Binary black-hole simulation SXS:BBH:1491

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.hsra6q
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cryptosepalum exfoliatum De Wild.",
 "Continent is Africa"
 ]
}

 The dataset includes 49 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044840-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13157917
title: Binary black-hole simulation SXS:BBH:1430

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157918
title: Binary black-hole simulation SXS:BBH:1430

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157919
title: Binary black-hole simulation SXS:BBH:1425

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13157920
title: Binary black-hole simulation SXS:BBH:1425

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.15468/dl.3tyecb
title: Occurrence Download

description: A dataset containing 1178 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Isoberlinia tomentosa (Harms) Craib & Stapf",
 "Continent is Africa"
 ]
}

 The dataset includes 1178 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044841-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.fisn0cp3
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (827583 records)
DOI: 10.15468/dl.fk86e9
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Amphidinium Claperède & Lachmann, 1859"
 ]
}

 The dataset includes 71 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005186-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20387/bonares-wt8h-wa93
title: Meteorological data for the Graswang site in 2019 - 2023

description: The data set contains measured meteorological data from the TERENO Pre-Alpine Observatory site Graswang with daily values of precipitation, temperature, global radiation, relative humidity, air pressure and horizontal wind speed.

Research domain: Climate data

Research question: The data set contains fundamental information for environmental sciences and, thus, serves as the base for many research questions. The fundamental research question in SUSALPS is how mountainous grassland can be managed in a sustainable way in a changing climate.
DOI: 10.15468/dl.ctfpx9
title: Occurrence Download

description: A dataset listing the 88 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-70.81817 -33.24573,-70.82021 -33.24705,-70.83899 -33.25338,-70.83552 -33.26145,-70.80463 -33.25818,-70.79775 -33.27008,-70.79184 -33.28004,-70.78001 -33.28988,-70.7712 -33.29156,-70.76779 -33.29393,-70.76361 -33.29008,-70.76747 -33.28712,-70.77313 -33.28725,-70.77133 -33.28416,-70.80933 -33.2432,-70.81177 -33.23973,-70.82084 -33.24288,-70.81817 -33.24573))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 88 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005179-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psjejm
title: Occurrence Download

description: A dataset containing 12951 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Roadkill"
 ]
}

 The dataset includes 12951 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005187-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10907892
title: Experimental data for "The interaction between plastics and microalgae affects community assembly and nutrient availability"

description: Dataset of the experimental data obtained for the study “The interaction between microplastics and microalgae affects community assembling and nutrient availability” (published on Communications Earth and Environment, DOI: 10.1038/s43247-024-01706-y). This include 5 different tabular files, which are listed below:

Algae growth Values of chlorophyll fluorescence (as a proxy of algal biomass growth, in arbitrary units) in all treatments between days 1 and 17 of the experiment in the 4 different replicates (shown as different columns).

Biofilm growth on plastic Measures of biofilm coverage (in % of plastic fragment's surface) via image analysis after optical microscopy and chlorophyll fluorescence via spectroscopy (after the analysis of 3 replicates per batch, relative standard deviation below 20%). Data at day 0 indicate the fragments before the incubation with the pelagic community. Data are shown for each treatment containing plastic (i.e., plastic, biofilm and dispersal).

Nutrient concentrations Nutrient concentration in every replicate at different days from the beginning of the experiment. Data are average values after three measure replicates (relative standard deviation below 5%). Data below LODs are shown as LOD/2.

Pelagic community composition Counting values of the different algal species from optical microscopy measurement of all treatments after 5, 8 and 15 days (average values after 3 replicates of measures (relative standard deviation below 25%). The inoculum of the pelagic community before the beginning of the experiment is also included. Species not present in the community or not detected are shown as ND.

Photosynthetic efficiency Values of photosynthetic efficiency (measured with pulse-amplitude-modulated fluorescence) in all treatments at day 5, 8 and 15 of the experiment in the 4 different replicates (shown as different columns).
DOI: 10.5281/zenodo.10907891
title: Experimental data for "The interaction between plastics and microalgae affects community assembly and nutrient availability"

description: Dataset of the experimental data obtained for the study “The interaction between microplastics and microalgae affects community assembling and nutrient availability” (published on Communications Earth and Environment, DOI: 10.1038/s43247-024-01706-y). This include 5 different tabular files, which are listed below:

Algae growth Values of chlorophyll fluorescence (as a proxy of algal biomass growth, in arbitrary units) in all treatments between days 1 and 17 of the experiment in the 4 different replicates (shown as different columns).

Biofilm growth on plastic Measures of biofilm coverage (in % of plastic fragment's surface) via image analysis after optical microscopy and chlorophyll fluorescence via spectroscopy (after the analysis of 3 replicates per batch, relative standard deviation below 20%). Data at day 0 indicate the fragments before the incubation with the pelagic community. Data are shown for each treatment containing plastic (i.e., plastic, biofilm and dispersal).

Nutrient concentrations Nutrient concentration in every replicate at different days from the beginning of the experiment. Data are average values after three measure replicates (relative standard deviation below 5%). Data below LODs are shown as LOD/2.

Pelagic community composition Counting values of the different algal species from optical microscopy measurement of all treatments after 5, 8 and 15 days (average values after 3 replicates of measures (relative standard deviation below 25%). The inoculum of the pelagic community before the beginning of the experiment is also included. Species not present in the community or not detected are shown as ND.

Photosynthetic efficiency Values of photosynthetic efficiency (measured with pulse-amplitude-modulated fluorescence) in all treatments at day 5, 8 and 15 of the experiment in the 4 different replicates (shown as different columns).
DOI: 10.5281/zenodo.10370695
title: IS Seismic Data

description: IS Seismic data used to detect Hamas's pre-attack motions on Oct. 7. Results published in the following paper:

Asaf Inbal; Forensic Seismic Evidence for Precursory Mobilization in Gaza Leading to the October 7 Hamas Attack. The Seismic Record 2024;; 4 (4): 288–298. doi

Dataset contents:



Compressed tar.gz files contain data from the IS seismic network in mini-seed format

resp.pyc: Python obspy inventory with instrument response in pickle format
DOI: 10.5281/zenodo.10370696
title: IS Seismic Data

description: IS Seismic data used to detect Hamas's pre-attack motions on Oct. 7. Results published in the following paper:

Asaf Inbal; Forensic Seismic Evidence for Precursory Mobilization in Gaza Leading to the October 7 Hamas Attack. The Seismic Record 2024;; 4 (4): 288–298. doi

Dataset contents:



Compressed tar.gz files contain data from the IS seismic network in mini-seed format

resp.pyc: Python obspy inventory with instrument response in pickle format
DOI: 10.5281/zenodo.14772630
title: Status® improves stress tolerance, nutrient use efficiency and yield in arable crops
DOI: 10.5281/zenodo.14772629
title: Status® improves stress tolerance, nutrient use efficiency and yield in arable crops
DOI: 10.17632/gdtcgnpxr8
title: China’s Retrofitting measures in coal-fired power plants bring significant health benefits

description: Supplemental information of article entitled "China’s retrofitting measures in coal-fired power plants bring significant mercury-related health benefits"
DOI: 10.34740/kaggle/dsv/10596711
title: Uptergrove Data set / Emergent Properties
DOI: 10.5281/zenodo.10794024
title: franciellevargas/HateBR

description: HateBR is the first large-scale expert annotated dataset of Brazilian Instagram comments for hate speech and offensive language detection on the web and social media.
DOI: 10.5281/zenodo.7681303
title: HateBR: Large-scale expert annotated dataset of Brazilian Instagram comments for abusive language detection

description: The HateBR dataset was collected from the comment section of Brazilian politicians’ accounts on Instagram and manually annotated by specialists, reaching a high inter-annotator agreement. The corpus consists of 7,000 documents annotated according to three different layers: a binary classification (offensive versus non-offensive comments), offensiveness-level classification (highly, moderately, and slightly offensive), and nine hate speech groups (xenophobia, racism, homophobia, sexism, religious intolerance, partyism, apology for the dictatorship, antisemitism, and fatphobia). We also implemented baseline experiments for offensive language and hate speech detection and compared them with a literature baseline. Results show that the baseline experiments on our corpus outperform the current state-of-the-art for the Portuguese language.
description: This resource is available only for academic purposes. The Sinch company retains commercial copyrights.
DOI: 10.5281/zenodo.14772606
title: Primary data for the analysis of some characteristics of dog sperm

description: The primary data for the analysis of the effectiveness of cryopreservation of dog spermatozoa are presented.
DOI: 10.5281/zenodo.14772607
title: Primary data for the analysis of some characteristics of dog sperm

description: The primary data for the analysis of the effectiveness of cryopreservation of dog spermatozoa are presented.
DOI: 10.15468/dl.7f5nhj
title: Occurrence Download

description: A dataset containing 11301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Fossil, Living Specimen, Occurrence evidence, Material citation)",
 "Continent is Antarctica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Basidiomycota",
 "Year 1000-2025"
 ]
}

 The dataset includes 11301 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005188-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/hw5t7587y6
title: E-Commerce Dataset

description: This dataset contains 100,000 records of customer orders from a large e-commerce retailer in South Asia. There are five columns- order_id, order_date, shipped_at, prod_sku, and prod_qty in the dataset. The first column, "order_id" gives the unique identifier of the customer order. Columns "order_date" and "shipped_at" provide the time and date of the order generation (by the customer) and order shipping from the fulfillment center, respectively. Columns "prod_sku" and "prod_qty" capture the requested SKU (product type or item class) and the corresponding quantity required to fulfill the customer order. As shown in the dataset, single-line orders often dominate e-commerce fulfillment requests.
DOI: 10.18758/71021072
title: Global vertical distribution of water vapor on Mars retrieved from 3.5 years of TGO/NOMAD science operations, presented in Aoki et al., 2022

description: This is the dataset of water vapor vertical distributions on Mars measured by ExoMars-TGO/NOMAD. 
This is presented in "Global vertical distribution of water vapor on Mars: Results from 3.5 years of ExoMars-TGO/NOMAD science operations" by S. Aoki, A.C. Vandaele, F. Daerden et al. https://doi.org/10.1029/2022JE007231

Each file name indicates the year, month, date, and time of the measurement, and diffraction order.

Each file contains 9 columns:

 + 1st Column: Altitude above areoid [km] 
 + 2nd Column: Water vapor volume mixing ratio [ppm] 
 + 3rd Column: Error in water vapor mixing ratio [ppm] 
 + 4th Column: Water vapor number density [1/cm3] 
 + 5th Column: Error in water vapor number density [1/cm3] 
 + 6th Column: Solar Longitude [degree] 
 + 7th Column: Latitude [degree] 
 + 8th Column: Longitude [degree] 
 + 9th Column: Local time [hrs]
DOI: 10.15468/dl.djepwq
title: Occurrence Download

description: A dataset containing 1008753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa Linnaeus, 1758",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1008753 records from 3052 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005181-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gaxek
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "TaxonKey is Pinus roxburghii Sarg.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001323-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pbbw9j
title: Occurrence Download

description: A dataset containing 1120402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thaleichthys pacificus (Richardson, 1836), Siphateles bicolor (Girard, 1856), Salvelinus malma (Walbaum, 1792), Salvelinus confluentus (Suckley, 1859), Richardsonius balteatus (Richardson, 1836), Rhinichthys umatilla (Gilbert & Evermann, 1894), Rhinichthys osculus (Girard, 1856), Rhinichthys falcatus (Eigenmann & Eigenmann, 1893), Rhinichthys evermanni Snyder, 1908, Rhinichthys cataractae (Valenciennes, 1842), Ptychocheilus umpquae Snyder, 1908, Ptychocheilus oregonensis (Richardson, 1836), Prosopium williamsoni (Girard, 1856), Prosopium coulterii (Eigenmann & Eigenmann, 1892), Percopsis transmontana (Eigenmann & Eigenmann, 1892), Oregonichthys kalawatseti Markle, Pearsons & Bills, 1991, Oregonichthys crameri (Snyder, 1908), Oncorhynchus tshawytscha (Walbaum, 1792), Oncorhynchus nerka (Walbaum, 1792), Oncorhynchus mykiss (Walbaum, 1792), Oncorhynchus kisutch (Walbaum, 1792), Oncorhynchus gorbuscha (Walbaum, 1792), Oncorhynchus clarkii (Richardson, 1836), Mylocheilus caurinus (Richardson, 1836), Lepidomeda copei (Jordan & Gilbert, 1881), Entosphenus tridentatus (Richardson, 1836), Entosphenus similis Vladykov & Kott, 1979, Lampetra richardsoni Vladykov & Follett, 1965, Lampetra pacifica Vladykov, 1973, Entosphenus minimus (Bond & Kan, 1973), Lampetra ayresii (Günther, 1870), Hesperoleucus symmetricus (Baird & Girard, 1854), Gila atraria (Girard, 1856), Entosphenus lethophagus (Hubbs, 1971))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "Issue" : [
 "is Identified date unlikely"
 ]
 }
 },
 {
 "not" : {
 "Issue" : [
 "is Recorded date mismatch"
 ]
 }
 },
 "Country is not null",
 "EventDate is less than or equal to 2021-07-15"
 ]
}

 The dataset includes 1120402 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0325333-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuu943
title: Occurrence Download

description: A dataset containing 7898 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Callipepla douglasii (Vigors, 1829)"
 ]
}

 The dataset includes 7898 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002331-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdgk94
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtochilum ligulatum (Ruiz & Pav.) Mansf. ex Dalström"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154681-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmcoiq
title: Occurrence Download

description: A dataset containing 10349 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coleção Zoológica da Universidade Federal de Mato Grosso do Sul - Amphibia (ZUFMS-AMP)"
 ]
}

 The dataset includes 10349 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001326-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.