cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yr53jf
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((16.90925 67.93002,21.68823 67.93002,21.68823 71.5368,16.90925 71.5368,16.90925 67.93002))",
 "HasCoordinate is true",
 "TaxonKey is Dictyota dichotoma"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009990-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zy626
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cociella heemstrai"
 ]
}

 The dataset includes 73 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009991-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4xv8d
title: Occurrence Download

description: A dataset containing 1027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Haematopus ostralegus",
 "Year 1970-2020"
 ]
}

 The dataset includes 1027 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009992-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16676166
title: PUDL Raw EIA Form 930 -- Hourly and Daily Balancing Authority Operations Report

description: The EIA Form 930 provides hourly demand and generation statistics by balancing area (or sub-balancing area in the case of some larger areas). These statistics include a breakdown by energy source (coal, gas, hydro, wind, solar, etc.) as well as interchange between the balancing areas, including international exchanges with Canada and Mexico. Archived from 
https://www.eia.gov/electricity/gridmonitor/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.2rutcn
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ziziphora clinopodioides rigida",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009994-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.472ree
title: Occurrence Download

description: A dataset containing 3011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Strongylopus grayii"
 ]
}

 The dataset includes 3011 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009993-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sv4py7
title: Occurrence Download

description: A dataset containing 676042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Chamaea fasciata)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 676042 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009964-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvkgaj
title: Occurrence Download

description: A dataset containing 186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bougainvillea glabra",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 186 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009995-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kym99
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argemone mexicana",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 65 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009997-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17631/rd-2025-0021-ddat
title: Exploring the experiences, agency and perceptions of UK-home Black African, Caribbean and Other Black (BACOB) doctoral students in English universities
DOI: 10.15468/dl.m5rqy8
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelophrys micropa"
 ]
}

 The dataset includes 56 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009998-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wcs92c
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gekko hokouensis",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 155 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009999-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/23554
title: Chandra X-ray Observatory ObsId 23554

description: Source of Energy and pre-explosion progenitor evolution of Super-luminous Supernovae
DOI: 10.5281/zenodo.16676163
title: PUDL Raw EPA Hourly Continuous Emission Monitoring System (CEMS)

description: US EPA hourly Continuous Emissions Monitoring System (CEMS) data. Hourly CO2, SO2, NOx emissions and gross load. Archived from https://campd.epa.gov/
This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:

The PUDL Repository on GitHub
PUDL Documentation
Other Catalyst Cooperative data archives
In order to enable more regular CEMS updates, this dataset replaces a prior PUDL EPA CEMS archive that pulled one annual file for each state. That archive is no longer updated but can be found here.
DOI: 10.15468/dl.2usqft
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hasemania nambiquara)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010000-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7vfmc
title: Occurrence Download

description: A dataset containing 4091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Paraguay, Bolivia (Plurinational State of))",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrochoerus hydrochaeris",
 "Year 2000-2025"
 ]
}

 The dataset includes 4091 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010001-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88ryz4
title: Occurrence Download

description: A dataset containing 24437 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-115.1647 37.65684,-115.378 37.67373,-115.4271 37.50599,-115.4504 37.61634,-115.6779 37.54731,-115.5296 37.24377,-115.7473 37.02409,-116.0185 37.27166,-115.928 36.99763,-115.9906 36.93546,-116.6995 36.9972,-116.8065 37.28315,-116.9092 37.19524,-117.0246 37.43963,-117.1808 37.52838,-117.879 37.40723,-117.9617 37.28309,-117.8731 37.28723,-117.7944 37.07732,-117.9544 37.00084,-117.9515 36.88746,-117.8227 36.66252,-117.5905 36.53221,-117.702 36.54888,-117.7001 36.33985,-117.8002 36.52408,-117.9937 36.60588,-118.0845 36.84138,-118.2462 36.70385,-118.0401 36.46577,-117.8747 35.6612,-118.1077 35.52994,-118.0064 35.30001,-118.067 35.21965,-118.7917 34.78093,-118.4387 34.71956,-117.4643 34.26589,-117.1769 34.41801,-116.4889 34.32896,-116.5167 34.16457,-116.3997 34.13626,-116.4803 34.10575,-116.3148 34.09686,-115.9023 33.67817,-115.4918 33.71225,-115.3721 33.95609,-115.2841 33.87187,-115.5649 34.39096,-115.3579 34.50802,-115.2336 34.50913,-115.1734 34.281,-115.0287 34.49015,-114.9045 34.48742,-114.8483 34.31828,-114.0637 34.52534,-113.7549 34.46349,-113.6928 34.6298,-113.9285 34.76649,-114.0439 35.11463,-113.8177 35.22367,-113.8187 35.40141,-113.7145 35.4153,-113.8815 35.71407,-114.0844 35.81357,-113.816 36.22755,-113.7161 36.52703,-113.7669 36.72443,-113.3502 36.84576,-113.2794 37.29557,-113.8386 37.20913,-113.9632 37.38364,-114.3332 37.26329,-114.575 37.38097,-114.8029 37.22457,-114.8184 37.32927,-114.9423 37.28012,-115.1626 37.47778,-115.1647 37.65684))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hirundo rustica"
 ]
}

 The dataset includes 24437 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010002-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvna7s
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Inga latipes"
 ]
}

 The dataset includes 40 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010003-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zh7s7
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limonium duriusculum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 337 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010005-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4p9tj
title: Occurrence Download

description: A dataset containing 911 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tanacetum parthenium",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 911 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010007-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5actcj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argemone mexicana",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010006-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16737303
title: Saocom product: Area of El Leoncito National Park, San Juan Province. Argentina

description: Temprarely Saocom product: Area of El Leoncito National Park, San Juan Province. Argentina
DOI: 10.5281/zenodo.16738347
title: Saocom product: Area of El Leoncito National Park, San Juan Province. Argentina

description: Temprarely Saocom product: Area of El Leoncito National Park, San Juan Province. Argentina
DOI: 10.15468/dl.bqqqyc
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidodactylus lugubris",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010010-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.au8jvx
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AER0003"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010008-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82147/001
title: Consumer Vulnerability

description: A geodemographic classification of consumer vulnerability at output area level.

Some consumers are more vulnerable to marketing practices due to their personal traits such age, health or household makeup. Consumer vulnerability is defined as the risk that a consumer’s mental, physical or financial welfare may be damaged when engaging in a market interaction. This vulnerability varies by product and industry. While consumer vulnerability has been discussed at length in academic literature and regulatory guidelines, there has not been a comprehensive geographical assessment of consumer vulnerability in the United Kingdom.
DOI: 10.15468/dl.b556gt
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Italy",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ichthyaetus audouinii",
 "Year 1970-2020"
 ]
}

 The dataset includes 682 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010011-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tw9bh
title: Occurrence Download

description: A dataset containing 2318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leiognathus equulus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2318 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010012-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18167/dvn1/cdl4o7
title: The Tunisian sanitary mandate Collaborative Process Evaluation: Comprehensive Dataset of Interview Analyses, PPP-Tool Quality Attributes' definition, Historical Context, and Actor-Scale Collaborative Evaluation Results

description: This dataset consists of supplementary data from the paper evaluating a public-private partnership (PPP) in the veterinary sector in Tunisia: the Sanitary Mandate. The evaluation was conducted remotely from March to June 2021. It includes an Excel spreadsheet containing the analysis of interviews conducted during the evaluation, capturing responses from different groups of stakeholders involved in the PPP. The database is structured to support the qualitative evaluation of collaboration within the PPP and includes analysed data from semi-structured interviews with various actors at both regional and national levels. The analysis focuses on the historical and contextual elements of the evaluated PPP as well as the collaborative processes between public and private actors. Additionally, a supplementary Word document accompanies this dataset, containing three appendices: Appendix 1: The description of the study area Appendix 2: The different interview guides used for the semi-structured interviews with various stakeholder groups. Appendix 3: Results of the historical and contextual analysis of the evaluated PPP. Appendix 4: Results of the collaborative evaluation, providing feedback from public and private actors at both regional and national levels, with separate analysis for each group and scale. Box: A definition of the different quality attributes of the PPP Process Evaluation Tool. Description of the study area
DOI: 10.5281/zenodo.15877491
title: EPA MATS -- Mercury and Air Toxics Standards

description: The EPA Mercury and Air Toxics Standards (MATS) dataset provides detailed information on emissions of hazardous air pollutants, specifically mercury and other toxic substances, from power plants in the United States. Established by the U.S. Environmental Protection Agency (EPA) under the Clean Air Act, MATS aims to reduce air pollution and its associated health risks by setting limits on the emissions of mercury, arsenic, acid gases, and other pollutants from coal- and oil-fired power plants. The dataset typically includes metrics such as emission levels, compliance testing results, facility locations, and operational data. It serves as a critical resource for policymakers, researchers, and environmental organizations to assess the effectiveness of pollution control measures, monitor compliance, and evaluate the environmental and public health impacts of power plant emissions. Archived from 
https://www.epa.gov/stationary-sources-air-pollution/mercury-and-air-toxics-standards

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.16545629
title: Data to simulate monthly outgoing shortwave/longwave radiation from frequency information of cloud-regime-groups

description: "Monthly_Composite_Histogram+RFO_map.byCRgroup.nc": MODIS 2D joint histogram composite and "mRFO" at monthly and 4-degree resolution

"Linear_Model_Coef.4Outgoing_Radiation.vEBAF_regression.nc": Linear model coefficients (slopes) to simulate monthly EBAF OSR and OLR from "mRFO" of each CR group.

"Linear_Model_Coef.4Outgoing_Radiation.vFBCT_composite.nc": Coefficients obtained from the composite of daily FBCT data (OSR and OLR) to simulate monthly FBCT OSR and OLR from "mRFO" of each CR group.

"Linear_Model_Coef.4Outgoing_Radiation.vFBCT_regression.nc": Linear model coefficients (slopes) to simulate monthly FBCT OSR and OLR from "mRFO" of each CR group.

These data were used for the paper, "Cloud Regime Contributions to Recent Changes in Outgoing Radiation: A 22-year Satellite Data Analysis" (submitted)
DOI: 10.15468/dl.t47es8
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limonium ramosissimum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 305 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010013-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29125904.v3
title: DCPR_V1.0

description: <b>DCPR</b>This is a repository to deposit the code and data for DCPR model. DCPR is a deep learning framework for circadian phase reconstruction.<b>Main f</b><b>iles</b><b>AD Datasets</b>: Three Alzheimer's Disease(AD) datasets from different brain regions: Entorhinal Cortex (EC), Hippocampus (HIP), and Frontal Cortex (FC).<b>Synthetic datasets</b>: Eighteen synthetic datasets differ in sampling frequency, circadian gene content, and noise conditions.<b>GEO datasets</b>: Six GEO datasets with diffrent species, tissues and sequencing platforms.<b>DCPR_codes</b>: Source code for DCPR model.<b>Visualization</b>: Scripts for data visualization, including circadian curves (cosine model fitting), sample plots (predicted and real time), model performance (CDF curves, and accuracy plots).<b>Supplementary File 1</b>: Seed gene sets derived from mouse peritoneal macrophages/hypothalamus and Papio anubis ileum.<b>Supplementary File 2</b>: Prior knowledge obtained from the Circadian Gene Database (CGDB) and related analysis of core clock genes from mouse liver.<b>Supplementary File 3</b>: Comparative analysis of differential rhythmic patterns in core clock genes between normal and Alzheimer's disease conditions across three brain region datasets (Entorhinal Cortex (EC), Hippocampus (HIP), and Frontal Cortex (FC)).<b>Configuration</b>It is recommended to use the conda environment (python 3.8). See environment.yaml for details.<b>How to use</b>refer to<b> </b>https://github.com/NJAU-CDSIC/DCPR_V1.0<br>