cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/lpljcl
title: Transnational Climate Governance Networks and Domestic Regulatory Action

description: Transnational climate governance (TCG) creates networks between countries as governments and other organizations enter joint arrangements to further their interests. We argue that actors build TCG, rather than focusing on promoting change at the domestic level, when this is a more efficient way of using their limited resources than lobbying to increase the level of domestic regulation. Based on standard microeconomic theory, we show that actors will respond to higher existing levels of domestic regulation by participating more in TCG because the existence of such domestic legislation frees up resources for them to use in other ways, including activities at the transnational level. We carry out an empirical test based on the strength of the network ties between countries formed by TCG. Results support our main hypothesis on the positive relationship between a country’s level of domestic policy output and its participation in TCGs, suggesting that national policies and TCGs are more complements than substitutes as instruments to address global climate change.
DOI: 10.7910/dvn/4rsuyu
title: Process and product inventions based on EPO claims data

description: This dataset encompasses all European patents, categorizing them into product and process inventions based on the analysis of claims text. It includes patents in all three official European Patent Office filing languages: English, French, and German. The classification process involves a detailed examination of the claims text in each patent to determine whether the patent pertains to a product (a tangible or intangible item) or a process (a method or procedure). This dataset serves as a crucial resource for analyzing trends and patterns in European patent filings, providing insights into the nature of technological innovation across different industries and sectors.
DOI: 10.7910/dvn/aa03zl
title: Replication data for: When it Rains it Pours: The Long-run Economic Impacts of Salt Iodization in the United States

description: Adhvaryu, Achyuta, Bednar, Steven, Molina, Teresa, Nguyen, Quynh, and Nyshadham, Anant, (2020) “When It Rains It Pours: The Long-Run Economic Impacts of Salt Iodization in the United States.” Review of Economics and Statistics 102:2, 395–407.
description: Volume XX, Issue X
DOI: 10.7910/dvn/l6orlp
title: Replication Data for COVID-19 in-patient hospital mortality by ethnicity

description: This dataset was created to explore variations in hospital mortality for patients testing positive for COVID-19 by ethnic group.
DOI: 10.7910/dvn/ucjuko
title: Shocks and Turbulence: Globalization and the Occurrence of Civil War
DOI: 10.7910/dvn/zdmnlg
title: Executive Agreements Database, Statement Regarding the Environmental Cooperation Agreement Between The United States and Panama Signed At Panama City On May 2, 2012 Entered Into Force December 7, 2013

description: TIAS 13-1207 cover memo
DOI: 10.7910/dvn/zdsmae
title: Cross-border road transport infrastructure in the European Union

description: Data and indicators on accessibility and network efficiency of border regions within the European Union
DOI: 10.7910/dvn/aa4iis
title: Github interaction graphs for rich-club behavior analysis

description: Dataset containing the graphs generated using pull-requests, issues and commits of the top100 starred projects of Github in 2016. 
In each graph, a pair of nodes (developers/users) are connected if they interacted on the same Github project element, e.g.: in the pull-request graph, they are connected if they have handled the same PR (similar with issues and committed files for the other two types of graph). A derived graph called supergraph is loaded in the dataset: it is calculated as the union of previous 3 graph types, e.g: two users are connected in this graph if they have interacted on the same issues, or on the same pull request or if they committed to the same file.
A list of the projects is available, containing both Github IDs and complete name of the repository.
DOI: 10.15468/dl.ftjuck
title: Occurrence Download

description: A dataset containing 1564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Combretum farinosum Kunth"
 ]
}

 The dataset includes 1564 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021391-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh4xq7
title: Occurrence Download

description: A dataset containing 8 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 (Tamias striatus (Linnaeus, 1758))",
 "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 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021392-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gs2qdr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "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 ((26.9648 -7.1504,17.9648 -7.1504,17.9648 -16.1504,26.9648 -16.1504,26.9648 -7.1504))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010500-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tv6khe
title: Occurrence Download

description: A dataset containing 410386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Senecio inaequidens DC.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 410386 records from 1202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013765-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2t99vh
title: Occurrence Download

description: A dataset containing 442665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gadus morhua Linnaeus, 1758",
 "Year 1975-2025"
 ]
}

 The dataset includes 442665 records from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013770-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h25gaz
title: Occurrence Download

description: A dataset containing 368298 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pyrus L."
 ]
}

 The dataset includes 368298 records from 1743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013768-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpc3ja
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Ruppia drepanensis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049921-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wc6mfx
title: Occurrence Download

description: A dataset containing 115730 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carabidae",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 115730 records from 445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049888-250811113504898/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.31198717
title: Part of test dataset for HSTD-lable

description: Part of test dataset for HSTD
DOI: 10.6084/m9.figshare.31198717.v2
title: Part of test dataset for HSTD-lable

description: Part of test dataset for HSTD
DOI: 10.6084/m9.figshare.31198717.v1
title: Part of test dataset for HSTD

description: Part of test dataset for HSTD
DOI: 10.15468/dl.j7qsut
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is UCM Invertebrate Paleontology",
 "TaxonKey is Phylledestes vorax"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001069-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18425069
title: Influence of food resources and egg age on the predatory efficiency of phytoseiid mites associated with cashew
DOI: 10.5281/zenodo.18425070
title: Influence of food resources and egg age on the predatory efficiency of phytoseiid mites associated with cashew
DOI: 10.15468/dl.nfnaga
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Nycticebus bengalensis"
 ]
}

 The dataset includes 295 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001070-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18424941
title: Data in Sgr B2(N)

description: This repository contains the data used for column density prediction in the Sagittarius B2(N) region.

This dataset is compiled from molecular column density tables reported in the peer-reviewed literature, specifically from:

"The physical and chemical structure of Sagittarius B2. VIII. Full molecular line survey of hot cores."

All data included here are derived from previously published results. No new observational data are introduced. The purpose of this repository is to provide a curated,machine-readable version of the published tables to facilitate reuse, reproducibility, and data-driven modeling.

The dataset is provided as a single ZIP archive. After decompression, it contains 20 folders labeled A01–A20, each corresponding to one sub-region / sample in Sgr B2(N). Each folder includes 7 data files representing the associated molecular or physical features used in the prediction tasks.

The dataset is organized as follows:

- A01–A20:  Each folder represents one sample or sub-region in Sgr B2(N), containing 7 data files.

- training_data:  Training data without explicit sample indices.

- training_data_total:  Training data with explicit sample indices added for unified indexing.

- testing_data:  Testing data without explicit sample indices.

- testing_data_total:  Testing data with explicit sample indices added for unified indexing.

- training_label:  Column density labels corresponding to the training data.

- testing_label:  Column density labels corresponding to the testing data.

- total_data:  The complete dataset combining both training and testing data.

The indexed (“_total”) versions are provided to facilitate reproducible data splitting, unified indexing across samples, and direct use in machine learning workflows. The non-indexed versions preserve the original data organization.
DOI: 10.5281/zenodo.18424943
title: Data in Sgr B2(N)

description: This repository contains the data used for column density prediction in the Sagittarius B2(N) region.

This dataset is compiled from molecular column density tables reported in the peer-reviewed literature, specifically from:

"The physical and chemical structure of Sagittarius B2. VIII. Full molecular line survey of hot cores."

All data included here are derived from previously published results. No new observational data are introduced. The purpose of this repository is to provide a curated,machine-readable version of the published tables to facilitate reuse, reproducibility, and data-driven modeling.

The dataset is provided as a single ZIP archive. After decompression, it contains 20 folders labeled A01–A20, each corresponding to one sub-region / sample in Sgr B2(N). Each folder includes 7 data files representing the associated molecular or physical features used in the prediction tasks.

The dataset is organized as follows:

- A01–A20:  Each folder represents one sample or sub-region in Sgr B2(N), containing 7 data files.

- training_data:  Training data without explicit sample indices.

- training_data_total:  Training data with explicit sample indices added for unified indexing.

- testing_data:  Testing data without explicit sample indices.

- testing_data_total:  Testing data with explicit sample indices added for unified indexing.

- training_label:  Column density labels corresponding to the training data.

- testing_label:  Column density labels corresponding to the testing data.

- total_data:  The complete dataset combining both training and testing data.

The indexed (“_total”) versions are provided to facilitate reproducible data splitting, unified indexing across samples, and direct use in machine learning workflows. The non-indexed versions preserve the original data organization.
DOI: 10.15468/dl.dtpu8w
title: Occurrence Download

description: A dataset containing 417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Pristimantis vertebralis"
 ]
}

 The dataset includes 417 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001071-260129131611470/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/14669891
title: Ethereum Price Data Binance API (2017–Now)
DOI: 10.15468/dl.ysunfh
title: Occurrence Download

description: A dataset containing 919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Korea, Republic of",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May, June, July, August, September)",
 "OccurrenceStatus is Present",
 "TaxonKey is Butastur indicus",
 "Year 1990-2025"
 ]
}

 The dataset includes 919 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001072-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.35713
title: 表3完整数据
title: 表3完整数据

description: 此数据集为使用ChemDataExtractor抽取催化剂细粒度复杂数据的性能比较数据，数据集中包含模型原始抽取结果、人工标注数据、抽取结果与人工标注进行计算比较的评估结果、计算得出的性能指标结果以及数据源汇总、统计信息和字段说明。
description: 此数据集为使用ChemDataExtractor抽取催化剂细粒度复杂数据的性能比较数据，数据集中包含模型原始抽取结果、人工标注数据、抽取结果与人工标注进行计算比较的评估结果、计算得出的性能指标结果以及数据源汇总、统计信息和字段说明。
DOI: 10.57760/sciencedb.j00133.00655
title: 图3完整数据
title: 图3完整数据

description: 此数据集为Deepseek-v3.1-250821、Gemini-2.5-flash-preview-04-17与GPT-5-mini抽取催化剂细粒度复杂数据的性能比较数据，数据集中包含三个模型原始抽取结果、抽取结果与人工标注进行计算比较的评估结果、计算得出的性能指标结果以及统计信息和字段说明。
description: 此数据集为Deepseek-v3.1-250821、Gemini-2.5-flash-preview-04-17与GPT-5-mini抽取催化剂细粒度复杂数据的性能比较数据，数据集中包含三个模型原始抽取结果、抽取结果与人工标注进行计算比较的评估结果、计算得出的性能指标结果以及统计信息和字段说明。
DOI: 10.5281/zenodo.18425107
title: Adopsi Kecerdasan Buatan dan Pengambilan Keputusan Strategis pada UKM di Indonesia
DOI: 10.5281/zenodo.18425106
title: Adopsi Kecerdasan Buatan dan Pengambilan Keputusan Strategis pada UKM di Indonesia
DOI: 10.15468/dl.uuytcb
title: Occurrence Download

description: A dataset containing 7554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hibiscus tiliaceus"
 ]
}

 The dataset includes 7554 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001075-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfpkmm
title: Occurrence Download

description: A dataset containing 1005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-5000.0",
 "TaxonKey is Hiptage benghalensis"
 ]
}

 The dataset includes 1005 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001076-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/59s7k3
title: Martin Luther Universität Halle Wittenberg

description: HAL comprises about 500.000 specimens of higher and lower plants as well as fungi from all parts of the world, with a special focus on Europe, Australia, South Africa and Central to South America. HAL is composed of a general herbarium of higher plants (worldwide), a local herbarium (Hercynian area), some separate special collections (e.g. plants of Mongolia) and various collections of cryptogamic plants (algae and mosses), fungi and lichens.
DOI: 10.15468/dl.ghw2hm
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Boechera puberula",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 588 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001077-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.thmxas
title: Occurrence Download

description: A dataset containing 41471997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Diptera)"
 ]
}

 The dataset includes 41471997 records from 6239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001030-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15590221
title: Dataset of article : Assessing SWOT's Hydraulic Visibility on the Rhine: Precision Flow Lines and Slope-Based Flood Wave Propagation Signatures

description: This folder contains the datasets and associated configuration files related to the article "Assessing SWOT's Hydraulic Visibility on the Rhine: Precision Flow Lines and Slope-Based Flood Wave Propagation Signatures."

The following subfolders are included:





PGC0_PIXC_class_4: PGC0 PIXC class 4 products, intersected with an improved OSM polygon of the Rhine River, over the Cal/Val period.




Expert_SWORD: SWORD products adapted to the morphology of the Rhine River.




RiverObs_config: Configuration files used to process the RiverSP Expert products.




RiverSP_Expert: RiverSP products generated using the Expert SWORD and PGC0 PIXC products, over the Cal/Val period.




Comparison_files: Files containing all the comparisons performed to validate the SWOT data (RiverSP and PIXC products) over the Rhine River during the Cal/Val period.
DOI: 10.5281/zenodo.15590222
title: Dataset of article : Assessing SWOT's Hydraulic Visibility on the Rhine: Precision Flow Lines and Slope-Based Flood Wave Propagation Signatures

description: This folder contains the datasets and associated configuration files related to the article "Assessing SWOT's Hydraulic Visibility on the Rhine: Precision Flow Lines and Slope-Based Flood Wave Propagation Signatures."

The following subfolders are included:





PGC0_PIXC_class_4: PGC0 PIXC class 4 products, intersected with an improved OSM polygon of the Rhine River, over the Cal/Val period.




Expert_SWORD: SWORD products adapted to the morphology of the Rhine River.




RiverObs_config: Configuration files used to process the RiverSP Expert products.




RiverSP_Expert: RiverSP products generated using the Expert SWORD and PGC0 PIXC products, over the Cal/Val period.




Comparison_files: Files containing all the comparisons performed to validate the SWOT data (RiverSP and PIXC products) over the Rhine River during the Cal/Val period.
DOI: 10.15468/dl.82qsdf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oreochromis niloticus (Linnaeus, 1758)",
 "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 ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021794-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bw9z2a
title: Occurrence Download

description: A dataset containing 47337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((5.94106 46.17235,5.94636 46.08755,6.11596 46.09285,6.28556 46.25185,6.38096 46.39495,6.78376 46.41615,6.77846 46.28895,6.81026 46.10345,6.91096 45.97095,7.10177 45.84375,7.29257 45.89145,7.49397 45.94445,7.61057 45.85435,7.81727 45.88615,8.05048 45.97625,8.19358 46.06635,8.22538 46.26775,8.37378 46.42145,8.50098 46.18295,8.54338 46.07165,8.72358 46.08755,8.79778 45.98685,8.84018 45.81195,9.00978 45.74834,9.06278 45.89145,9.07338 46.05575,9.30659 46.31545,9.40199 46.35785,9.78359 46.26775,10.03799 46.89316,9.79419 47.02036,9.58219 47.04686,9.47089 47.01506,9.49739 47.08926,9.56629 47.18996,9.67229 47.45496,9.44439 47.54506,9.07869 47.70406,8.75008 47.81006,8.52218 47.62456,8.09288 47.55566,7.59997 47.65636,7.34027 47.45496,7.01167 47.55566,6.81556 47.29596,6.56116 47.08396,6.30676 46.86665,6.09476 46.54335,5.94106 46.17235))",
 "TaxonKey is Sus scrofa Linnaeus, 1758"
 ]
}

 The dataset includes 47337 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021792-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.