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

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Nepal, Bhutan, Bangladesh, Pakistan, China, India, Myanmar, Afghanistan)",
 "TaxonKey is Hasora chromus (Cramer, 1780)"
 ]
}

 The dataset includes 1349 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022112-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwfvas
title: Occurrence Download

description: A dataset containing 20994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrostis capillaris L.",
 "Year 2003-2003"
 ]
}

 The dataset includes 20994 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021521-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvuhf3
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Jurinea mongolica"
 ]
}

 The dataset includes 55 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025209-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hrbbq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025210-250811113504898/datasets/export for details.
DOI: 10.17909/60v9-xs88
title: HH Puppis TESS lightcurves
DOI: 10.5281/zenodo.15600269
title: NeomerDB Mock Dataset
DOI: 10.5281/zenodo.15600270
title: NeomerDB Mock Dataset
DOI: 10.6084/m9.figshare.28622285.v2
title: Workflow and benchmarking datasets: Tables S1, S2, S3, S4

description: Table S1: Morphospecies and their abundances in 22 habitat subsets in the habitat subsetting dataset (<i>HSD</i>)Table S2: Description of <i>HSD</i> morphospeciesTable S3: Morphologically identified Collembola specimens of 22 common morphospecies in the <i>HSD</i>Table S4: Species identified in the all plots identification effort dataset (<i>APIED</i>), including total abundances and frequency in the 150 Biodiversity Exploratories grassland plots
DOI: 10.15468/dl.njc96b
title: Occurrence Download

description: A dataset containing 2 records in GBIF matching the query:
SELECT "year", GBIF_EEARGCode( 1000, decimalLatitude, decimalLongitude, COALESCE(coordinateUncertaintyInMeters, 1000) ) AS eeaCellCode, classKey, class, familyKey, family, COUNT(*) AS occurrences, MIN(COALESCE(coordinateUncertaintyInMeters, 1000)) AS minCoordinateUncertaintyInMeters, MIN(GBIF_TemporalUncertainty(eventDate, null)) AS minTemporalUncertainty FROM occurrence WHERE occurrenceStatus = 'PRESENT' AND countrycode = 'BE' AND "year" &gt;= 1900 AND hasCoordinate = TRUE AND familyKey IS NOT NULL AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE') AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID') AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH') AND (LOWER(identificationVerificationStatus) NOT IN ( 'unverified', 'unvalidated', 'not validated', 'under validation', 'not able to validate', 'control could not be conclusive due to insufficient knowledge', 'uncertain', 'unconfirmed', 'unconfirmed - not reviewed', 'validation requested' ) OR identificationVerificationStatus IS NULL)AND familyKey IN (5666)AND COALESCE(coordinateUncertaintyInMeters, 1000) &lt;= 10000GROUP BY "year", eeaCellCode, classKey, class, familyKey, family ORDER BY "year" DESC, eeaCellCode ASC, familyKey ASC;

 The dataset's 2 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022008-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ea5ujr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labeo umbratus (Smith, 1841)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022018-250525065834625/datasets/export for details.
DOI: 10.15468/dl.uvn8qy
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "TaxonKey is Irbisia castanipes Van Duzee, 1921"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018942-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15587985
title: Data distribution for PRESAGE (Perturbation Response EStimation with Aggregated Gene Embeddings)
DOI: 10.5281/zenodo.15587986
title: Data distribution for PRESAGE (Perturbation Response EStimation with Aggregated Gene Embeddings)
DOI: 10.15468/dl.pnkwfj
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018943-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15588169
title: German Parties and Politicians - A Longitudinal Repertory Grid Dataset (2011 - 2012)

description: 10 repertory grid datasets (German) collected from the same person over the course of 10 months (05/2011 to 02/2012). Each grid has the same size: 24E x 10C. The elements are 24 German parties and politicians. All elements as well as the element pairs used for elicitation (dyadic opposite method) were kept identical across all 10 interviews. The date of grid administration is encoded in the file name, e.g., 20110512 is May 12th, 2011. The Excel files are in a format that can be imported by the OpenRepGrid R package.
DOI: 10.5281/zenodo.15588170
title: German Parties and Politicians - A Longitudinal Repertory Grid Dataset (2011 - 2012)

description: 10 repertory grid datasets (German) collected from the same person over the course of 10 months (05/2011 to 02/2012). Each grid has the same size: 24E x 10C. The elements are 24 German parties and politicians. All elements as well as the element pairs used for elicitation (dyadic opposite method) were kept identical across all 10 interviews. The date of grid administration is encoded in the file name, e.g., 20110512 is May 12th, 2011. The Excel files are in a format that can be imported by the OpenRepGrid R package.
DOI: 10.15468/dl.c4gnzz
title: Occurrence Download

description: A dataset containing 79237 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 (Lagopus muta (Montin, 1781))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 79237 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018935-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15571236
title: Panel Data of Global Exploitation Rates: CSV and Parquet Files

description: Panel data of global exploitation rates

Version 1: datasets created on 20th May 2025.

The first ZIP file contains the datasets in CSV format, and the second Zip file contains the datasets in Parquet format (for Python).

The panel datasets include annual rates of exploitation for 120 industries across 164 regions, over the period 1990-2021.

The panel data are presented at four levels of aggregation: country, industry, country-industry, and global aggregates.

The datasets were computed in Python using the methodology developed by Tomas Rotta and global input-output data from the GLORIA database, release v059a.
DOI: 10.5281/zenodo.15588508
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603x Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603x Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15588509
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603x Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603x Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.fq6ttq
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018944-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12051917
title: three-quarters of diarrheal
DOI: 10.15468/dl.w6z4ht
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "TaxonKey is Irbisia incomperta Bliven, 1963"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018946-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12051919
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.q965ec
title: Occurrence Download

description: A dataset containing 2191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, May, April, March, June, July, August, September, November, October, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Carassius Jarocki, 1822",
 "Year 1090-2025"
 ]
}

 The dataset includes 2191 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018947-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.raa38d
title: Occurrence Download

description: A dataset containing 6 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 (Calidris minutilla (Vieillot, 1819))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018948-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntnmmg
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018951-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87v2rd
title: Occurrence Download

description: A dataset containing 1 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 (Calidris minutilla (Vieillot, 1819))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018952-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15588516
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603x Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603x Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15588517
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250603x Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250603x Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.j7thpc
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbtpgq
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Palicourea chiriquiensis (Standl.) Borhidi"
 ]
}

 The dataset includes 273 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021936-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16909317
title: Supplementary Materials for "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries"

description: This is the Supplementary Material for the paper titled "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries."

There are two files included: Parameter_check.ipynb and Battery_21700_Test_1C_Dataset.csv.



The Parameter_check.ipynb file is a Jupyter notebook that showcases the majority of the weights and parameters of the trained Spatial-Temporal Transformer (STT) model.

The Battery_21700_Test_1C_Dataset.csv file is an Excel dataset that contains the current, terminal voltage, and internal/external temperature distribution data of a battery during 1C (approximately 5A) constant current discharge over 1-3600 seconds. The time sampling interval is 1 second.
DOI: 10.15468/dl.cv3u86
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Colombia)",
 "TaxonKey is Dalbergia negrensis (Radlk.) Ducke"
 ]
}

 The dataset includes 10 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014716-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15514604
title: Proximity and metabolic activity proxies in the Tumour Microenvironment as predictors of survival in High Grade Serous Ovarian Cancer (HGSOC)

description: Raw data of Ovarian Cancer TMA imaged using Phenocycler Fusion.  Cells were segemented using StarDist automated cellular segmentation, and for each cell the median fluroesncent intensity signal for each marker is recorded in this csv with the corresponding x-y co-ordinates, core ID, and cell morphology information.
DOI: 10.5281/zenodo.15514605
title: Proximity and metabolic activity proxies in the Tumour Microenvironment as predictors of survival in High Grade Serous Ovarian Cancer (HGSOC)

description: Raw data of Ovarian Cancer TMA imaged using Phenocycler Fusion.  Cells were segemented using StarDist automated cellular segmentation, and for each cell the median fluroesncent intensity signal for each marker is recorded in this csv with the corresponding x-y co-ordinates, core ID, and cell morphology information.
DOI: 10.15468/dl.wrc9f3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia affinis (Baird & Girard, 1853)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022403-250525065834625/datasets/export for details.
DOI: 10.15468/dl.csyfwd
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colutea arborescens",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050023-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/6114
title: Joy-meaning
DOI: 10.57967/hf/6360
title: Joy-meaning
DOI: 10.15468/dl.qmb8at
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Atriplex glauca ifniensis"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050024-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16908905
title: NAUTILOS - Plastic Med10 Assimilation Model of 110 Uniform Scattered TEM/SAL Profiles (2010) - HCMR

description: Plastic Med10 Assimilation Model of 110 Uniform Scattered TEM/SAL Profiles (2010). Simulated sea surface plastics concentration in Med. Sea (1/10 x 1/10).

Full metadata: https://data-nautilos-h2020.eu/erddap/info/plasticMED10AM110_hcmr/index.html

This dataset is part of the NAUTILOS project outcomes. NAUTILOS is funded from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 101000825.
DOI: 10.5281/zenodo.16908904
title: NAUTILOS - Plastic Med10 Assimilation Model of 110 Uniform Scattered TEM/SAL Profiles (2010) - HCMR

description: Plastic Med10 Assimilation Model of 110 Uniform Scattered TEM/SAL Profiles (2010). Simulated sea surface plastics concentration in Med. Sea (1/10 x 1/10).

Full metadata: https://data-nautilos-h2020.eu/erddap/info/plasticMED10AM110_hcmr/index.html

This dataset is part of the NAUTILOS project outcomes. NAUTILOS is funded from the European Union's Horizon 2020 research and innovation programme under grant agreement No. 101000825.
DOI: 10.15468/dl.zg9zwy
title: Occurrence Download

description: A dataset containing 2658 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocarpus oleifolius D.Don"
 ]
}

 The dataset includes 2658 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014697-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.