cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16979886
title: Blue Carbon Projects Database — Supplement to Farahmand et al. (2025)

description: This Excel dataset accompanies the article:

Farahmand, S., Hilmi, N. & Duarte, C.M. (2025). The rise and flows of blue carbon credits advance global climate and biodiversity goals. npj Ocean Sustainability, 4, 39. https://doi.org/10.1038/s44183-025-00141-6

The dataset compiles structured information on global Blue Carbon Projects (BCPs), their issued Blue Carbon Credits (BCCs), estimated greenhouse gas (GHG) reductions, and buyers. Data are extracted from official registries and public records.

The Excel file contains five sheets:- README: Documentation of dataset structure and variables.- BCPs: Information on 94 projects across registries (ACR, CAR, Plan Vivo, VCS, Japan’s BCPs, ACCU).- BCCs: Annual issuance, retirement, and remaining balance of Blue Carbon Credits (2011–2025).- Estimated GHG Reduction: Lifetime emission reduction estimates per project.- BCC Buyers: Information on buyers, including buyer type, country, and purchased credits.

🧮 A distinctive feature of this dataset is the use of built-in formulas and structured filters in the Excel file. Users can dynamically filter projects by registry, country, or other attributes, and totals (issued, retired, remaining credits) are automatically recalculated. This design makes the dataset not only a data repository but also an interactive analytical tool for researchers and practitioners.
DOI: 10.82261/5yrx-8f29
title: AKU-PAL
title: Paläographie des Hieratischen und der Kursivhieroglyphen
DOI: 10.82261/bx91-q765
title: Digital Epigraphy
title: An Epigraphic Survey - Museo Egizio Collaboration
DOI: 10.7910/dvn/ua2ihi
title: Dataset for the Study “Why Do Teachers Want to Leave?”

description: This dataset was generated for the study “Why Do Teachers Want to Leave? A Predictive Study of Turnover Intentions Using Random Forests.” It contains survey data collected from 830 primary and lower secondary school teachers across 44 schools. The dataset includes measures of job demands, job resources, personal resources, and proximal outcomes, along with sociodemographic variables. These data were analyzed using random forest models to identify key predictors of teachers’ turnover intentions. The repository also provides the R analysis code used for data preprocessing, model training and evaluation, and figure generation.
DOI: 10.15468/dl.95299u
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zootoca vivipara",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 147 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003294-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5b56dh85
title: MassIVE MSV000098963 - GNPS_Molecular Networking Asteropus_20250828_test11
title: Molecular Networking of Marine sponges, Asteropus sp..
DOI: 10.15468/dl.as5wz7
title: Occurrence Download

description: A dataset containing 134175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Phacelia tanacetifolia"
 ]
}

 The dataset includes 134175 records from 517 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003301-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3fq4p
title: Occurrence Download

description: A dataset containing 3245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schima superba"
 ]
}

 The dataset includes 3245 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003391-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfs7gm
title: Occurrence Download

description: A dataset containing 55756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.25295 47.49699,0.50712 47.49699,0.50712 47.5796,0.25295 47.5796,0.25295 47.49699))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 1000-2025"
 ]
}

 The dataset includes 55756 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003323-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48328/tudatalib-1917
title: Dipolar Order Controls Dielectric Response of Glass-Forming Liquids

description: datasets used in the corresponding paper Phys. Rev. Lett. 132 (2024) 206101. Datasets include the dielectric relaxation strength \Delta\epsilon, the stretching parameter \beta and the Kirkwood correlation factor.
DOI: 10.82261/y9zy-wq90
title: Ebla Digital Archives
title: EbDA
DOI: 10.82261/wwmn-4z67
title: Sabäisches Wörterbuch
DOI: 10.15468/dl.pkt7jx
title: Occurrence Download

description: A dataset containing 63396 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The birds collection (ZO) of the Muséum national d'Histoire Naturelle (MNHN - Paris)"
 ]
}

 The dataset includes 63396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003375-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdb5x2
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinctada radiata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 602 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003392-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxgke7
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphyla",
 "Year is one of (1999, 2000, 2001, 2005, 2006, 2007, 2011, 2012, 2013, 2017, 2018, 2019)",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 217 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003397-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82261/5df2-es28
title: The Digital Corpus of the Nabataean and Developing Arabic Inscriptions
DOI: 10.15468/dl.466kfv
title: Occurrence Download

description: A dataset containing 166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((52.78099 43.06887,53.17724 43.06887,53.17724 43.47327,52.78099 43.47327,52.78099 43.06887))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 166 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003398-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntehv3
title: Occurrence Download

description: A dataset containing 12677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipomoea pandurata"
 ]
}

 The dataset includes 12677 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003396-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yx24hz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis vulpina",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003400-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30000931
title: <b>Deciphering Laves phase-induced failure and the</b><b> strength-ductility </b><b>synergy mechanism</b><b> </b><b>via </b><b><i>in situ</i></b><b> deformation for high-deposition-rate laser directed energy deposited Inconel 718 alloy</b>

description: Herein, <i>in-situ </i>experiment is conducted to investigate the <i>real-time</i> deformation behavior of Laves phase and its effect on the failure process of HDR-LDED processed Inconel 718 alloy in this work. Taking the long-striped and granular Laves phases as the research objects respectively, the occurrence sequence of fragmentation and debonding of Laves phase was clarified for the first time. Furtherly, the interactions about the Laves phases-matrix and Laves phase-dislocations were analyzed with the progress of the loading, respectively. Finally, the essential influence mechanism of Laves phase on the strength and ductility of Inconel 718 alloy was profoundly revealed. The findings can offer the valuable theoretical insights for a comprehensive understanding of the failure process of Inconel 718 fabricated by HDR-LDED and the further promotion of its mechanical properties.
DOI: 10.6084/m9.figshare.30000931.v1
title: <b>Deciphering Laves phase-induced failure and the</b><b> strength-ductility </b><b>synergy mechanism</b><b> </b><b>via </b><b><i>in situ</i></b><b> deformation for high-deposition-rate laser directed energy deposited Inconel 718 alloy</b>

description: Herein, <i>in-situ </i>experiment is conducted to investigate the <i>real-time</i> deformation behavior of Laves phase and its effect on the failure process of HDR-LDED processed Inconel 718 alloy in this work. Taking the long-striped and granular Laves phases as the research objects respectively, the occurrence sequence of fragmentation and debonding of Laves phase was clarified for the first time. Furtherly, the interactions about the Laves phases-matrix and Laves phase-dislocations were analyzed with the progress of the loading, respectively. Finally, the essential influence mechanism of Laves phase on the strength and ductility of Inconel 718 alloy was profoundly revealed. The findings can offer the valuable theoretical insights for a comprehensive understanding of the failure process of Inconel 718 fabricated by HDR-LDED and the further promotion of its mechanical properties.
DOI: 10.5281/zenodo.16980273
title: Ancient soil organic carbon quantification in worldwide soils

description: These are the files for the paper in press for Global Change Biology entitled " Soil carbon dynamics reshaped by ancient carbon quantification". The doi of this paper will be provided once the paper will be published. In this paper we applied a mixing linear equation to 313 soils worldwide from radiocarbon databases to estimate the ancient OC (radiocarbon-free) contained in these soils. Beyond the calculated contribution of this ancient OC to soil organic carbon (SOC) in top, sub and deepsoils, we revisited the mean 14C age of SOC and consequently the soil carbon dynamics.

The “Copard et al-GCB-data.xls” file is split in two table. Table 1 is referred to the soil 14C ISRaD and LSCE database and additional variables we calculated in order to know the ancient organic carbon mass concentration in a considered soil profile and its contribution to the soil organic carbon for each soil layer. Some of these variables were either calculated by using the equations given in the associated article published in Global Change Biology (Copard et al) or derived from literature associated to the reference listed in the two databases (ISRaD and LSCE). Table 2 is identical to table 1 with additional variables devoted to loess formations, as the age of the loess deposit (BP), the organic carbon concentration from loess, and additional references with their doi where these specific variables were found. 

The Copard et al-GCB-readme.xls file consists in a summary file with your data explaining the variables used and entries in each row and column of the data file. This includes units of measurement, a description of each variable and explanation of how the files relate to each other.
DOI: 10.5281/zenodo.16980274
title: Ancient soil organic carbon quantification in worldwide soils

description: These are the files for the paper in press for Global Change Biology entitled " Soil carbon dynamics reshaped by ancient carbon quantification". The doi of this paper will be provided once the paper will be published. In this paper we applied a mixing linear equation to 313 soils worldwide from radiocarbon databases to estimate the ancient OC (radiocarbon-free) contained in these soils. Beyond the calculated contribution of this ancient OC to soil organic carbon (SOC) in top, sub and deepsoils, we revisited the mean 14C age of SOC and consequently the soil carbon dynamics.

The “Copard et al-GCB-data.xls” file is split in two table. Table 1 is referred to the soil 14C ISRaD and LSCE database and additional variables we calculated in order to know the ancient organic carbon mass concentration in a considered soil profile and its contribution to the soil organic carbon for each soil layer. Some of these variables were either calculated by using the equations given in the associated article published in Global Change Biology (Copard et al) or derived from literature associated to the reference listed in the two databases (ISRaD and LSCE). Table 2 is identical to table 1 with additional variables devoted to loess formations, as the age of the loess deposit (BP), the organic carbon concentration from loess, and additional references with their doi where these specific variables were found. 

The Copard et al-GCB-readme.xls file consists in a summary file with your data explaining the variables used and entries in each row and column of the data file. This includes units of measurement, a description of each variable and explanation of how the files relate to each other.
DOI: 10.15468/dl.zzn36u
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis vulpina",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003401-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gcv5cx
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zimbabwe",
 "OccurrenceStatus is Present",
 "TaxonKey is Acinonyx jubatus"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003402-250827131500795/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.29926925
title: <b>deformation Wuhan</b>

description: This repository contains the data and code used for the analyses
DOI: 10.6084/m9.figshare.29926925.v1
title: <b>MTI/GACOS unveils hydrogeological coupling effects on elastic/inelastic deformation in Wuhan's karst terrain</b>

description: This repository contains the data and code used for the analyses in the paper: MTI/GACOS unveils hydrogeological coupling effects on elastic/inelastic deformation in Wuhan's karst terrain.
DOI: 10.6084/m9.figshare.29926925.v2
title: <b>deformation Wuhan</b>

description: This repository contains the data and code used for the analyses
DOI: 10.17035/cardiff.29973724
title: Acute and chronic survival and birth data for <i>Daphnia magna</i> exposure studies

description: The data attached has information on the acute and chronic survival of <i>Daphnia magna</i> to the following chemicals: the solvent dimethyl sulfoxide (dmso), the halogenated flame retardant tetrabromophthalic anhydride (tba), the non-halogenated flame retardant melamine cyanurate (mc), and the combination of the two flame retardants, i.e., tba+mc. Also included are control <i>D. magna</i> not exposed to any chemicals. The fecundity (i.e., number of births) of <i>D. magna</i> during chronic exposure is also included in this dataset.
DOI: 10.17035/cardiff.29973724.v1
title: Acute and chronic survival and birth data for <i>Daphnia magna</i> exposure studies

description: The data attached has information on the acute and chronic survival of <i>Daphnia magna</i> to the following chemicals: the solvent dimethyl sulfoxide (dmso), the halogenated flame retardant tetrabromophthalic anhydride (tba), the non-halogenated flame retardant melamine cyanurate (mc), and the combination of the two flame retardants, i.e., tba+mc. Also included are control <i>D. magna</i> not exposed to any chemicals. The fecundity (i.e., number of births) of <i>D. magna</i> during chronic exposure is also included in this dataset.
DOI: 10.15468/dl.7k7jrn
title: Occurrence Download

description: A dataset containing 50920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sium latifolium"
 ]
}

 The dataset includes 50920 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003366-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16965887
title: Natural history specimens collected and/or identified and deposited.

description: Natural history specimen data collected and/or identified by Rudolf Rangnow, http://www.wikidata.org/entity/Q21341346. Claims or attributions were made on Bionomia, https://bionomia.net using specimen data from the Global Biodiversity Information Facility, https://gbif.org.
description: http://www.wikidata.org/entity/Q21341346
DOI: 10.5281/zenodo.16965297
title: NATUREKG: AN ONTOLOGY AND KNOWLEDGE GRAPH FOR  NATURE FINANCE WITH A TEXT2CYPHER APPLICATION

description: This repository contains the resources associated with NatureKG, an ontology and knowledge graph developed for the domain of nature finance, with a focus on the built environment sector.



Ontology schema & graph structure: Provided as a Neo4j dump file (neo4j.dump). This includes the ontology classes (e.g., Actions, Drivers of Nature Loss, Value Chains, Evidence, Sources) and their relationships (e.g., MITIGATES, ALIGNS_WITH, CITED_IN) instantiated in the NatureKG knowledge graph.

Text2Cypher dataset: Provided as a JSON file (merged_cleaned_text_to_cypher.json). This dataset contains natural language question–query pairs designed for training and evaluating LLMs in translating text into Cypher queries over NatureKG.

Built environment and source information: Provided as an Excel file (.xlsx) containing curated data sources and instantiation details from ENCORE, the Science Based Targets Network (SBTN), and scientific literature.
DOI: 10.15468/dl.xgd96a
title: Occurrence Download

description: A dataset containing 106903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is one of (Pesquería Artesanal de la Ciénaga Grande de Santa Marta - SIPEIN, Colección de Ictiología del Instituto de Ciencias Naturales (ICN-MHN-Ic), Colección Zoológica de la Universidad del Tolima (CZUT)- Ictiología, iNaturalist Research-grade Observations, Colección de Ictiología de la Universidad de Antioquia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "TaxonKey is Cathorops mapale"
 ]
}

 The dataset includes 106903 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000096-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16965709
title: NATUREKG: AN ONTOLOGY AND KNOWLEDGE GRAPH FOR  NATURE FINANCE WITH A TEXT2CYPHER APPLICATION

description: This repository contains the resources associated with NatureKG, an ontology and knowledge graph developed for the domain of nature finance, with a focus on the built environment sector.



Ontology schema & graph structure: Provided as a Neo4j dump file (neo4j.dump). This includes the ontology classes (e.g., Actions, Drivers of Nature Loss, Value Chains, Evidence, Sources) and their relationships (e.g., MITIGATES, ALIGNS_WITH, CITED_IN) instantiated in the NatureKG knowledge graph.

Text2Cypher dataset: Provided as a JSON file (merged_cleaned_text_to_cypher.json). This dataset contains natural language question–query pairs designed for training and evaluating LLMs in translating text into Cypher queries over NatureKG.

Built environment and source information: Provided as an Excel file (.xlsx) containing curated data sources and instantiation details from ENCORE, the Science Based Targets Network (SBTN), and scientific literature.
DOI: 10.22002/20x39-4yz59
title: JV9082_Janelia42k

description: DotF-sfGFP fusion
description: <strong>Tilt Series Date:</strong> 2018-08-29</p>
<strong>Data Taken By:</strong> Debnath Ghosal</p>
<strong>Species / Specimen:</strong> Legionella pneumophila</p>
<strong>Strain:</strong> Philadelphia-1_Lp02</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-54.0°, 54.0°), step: 3.0°, constant angular increment, dosage: 100.0 eV/Å²,  defocus: -7.0 μm,  magnification: 42000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain sent to us by Joseph P. Vogel, Washington University School of Medicine. Data collected and processed by Debnath Ghosal. Janelia Krios.</p>
<strong>Purification / Growth Conditions / Treatment:</strong> Cells were grown in AYE liquid culture with following supplements: ferric nitrate, cysteine hydrochloride and thymidine.</p>
<strong>Sample Preparation:</strong> 6 grids were frozen for the JV9082 strain (2x concentrated culture); Vitrobot (MK iv) settings: 100% humidity, 4µl sample, Blot force 6, blot time 4.5 sec. Wait time 0 sec. Drain time 1 sec. Ethane/propane mix. Grid: Quantifoil Cu 2/2 200.</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-29-28/rawdata/</p>JV9082_201808290061.mrc,  Tilt Series (Pixel Size 0.26 nm), 1.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-29-28/rawdata/JV9082_201808290061.mrc"
        > <i class="download icon"></i> Download </a></p>

        JV9082_201808290061_part37_2.rec,  Reconstruction (Pixel Size 1.04 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/dga2018-08-29-28/3dimage_96371/JV9082_201808290061_part37_2.rec"
        > <i class="download icon"></i> Download </a></p>