cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2ns970
title: CCDC 2466212: Experimental Crystal Structure Determination

description: Related Article: Fayez Y. Al-Mukhaizeem, Osama M. Habib, Asaad S. Mohamed, Nouria A. Al-Awadi|2025|Journal of Analytical and Applied Pyrolysis|193||doi:10.1016/j.jaap.2025.107410
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ns992
title: CCDC 2466214: Experimental Crystal Structure Determination

description: Related Article: Fayez Y. Al-Mukhaizeem, Osama M. Habib, Asaad S. Mohamed, Nouria A. Al-Awadi|2025|Journal of Analytical and Applied Pyrolysis|193||doi:10.1016/j.jaap.2025.107410
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2nplvt
title: CCDC 2463627: Experimental Crystal Structure Determination

description: Related Article: Yuxi Zhang, Tao Li|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.17476921
title: Raw individual-level data from a 12-week feeding trial on African catfish (Clarias gariepinus) evaluating partial replacement of fishmeal with poultry by-product meal and brewer's yeast

description: This dataset contains individual-level measurements from a 12-week feeding trial on Clarias gariepinus (n = 75 fish across 5 dietary treatments). Juvenile African catfish (initial weight: 47.49 ± 0.21 g) were fed five isonitrogenous diets:

T1 (Control): 40% fishmealT2: 15% fishmeal, 20% poultry by-product meal (PBM), 5% brewer’s yeastT3: 8% fishmeal, 25% PBM, 7% yeastT4: 0% fishmeal, 30% PBM, 10% yeastT5: 100% PBM (unbalanced, simulating on-farm practice)Data include:

Growth performance: initial/final body weight (g), daily weight gain (g/day), specific growth rate (SGR, %/day), feed conversion ratio (FCR), survival rate (%)Hepatic enzymes: alanine aminotransferase (ALT, U/L), aspartate aminotransferase (AST, U/L)Biochemical parameters: cholesterol (mg/dL)Hematological parameters: hemoglobin (g/dL), hematocrit (%), lymphocytes (%)All values are reported per individual fish (n = 15 per treatment). These raw data underpin all tables and figures in the associated manuscript: "Partial replacement of fishmeal with poultry by-product meal and brewer’s yeast improves growth and health in African catfish (Clarias gariepinus), while a 100% PBM diet causes metabolic stress.
DOI: 10.5281/zenodo.17476922
title: Raw individual-level data from a 12-week feeding trial on African catfish (Clarias gariepinus) evaluating partial replacement of fishmeal with poultry by-product meal and brewer's yeast

description: This dataset contains individual-level measurements from a 12-week feeding trial on Clarias gariepinus (n = 75 fish across 5 dietary treatments). Juvenile African catfish (initial weight: 47.49 ± 0.21 g) were fed five isonitrogenous diets:

T1 (Control): 40% fishmealT2: 15% fishmeal, 20% poultry by-product meal (PBM), 5% brewer’s yeastT3: 8% fishmeal, 25% PBM, 7% yeastT4: 0% fishmeal, 30% PBM, 10% yeastT5: 100% PBM (unbalanced, simulating on-farm practice)Data include:

Growth performance: initial/final body weight (g), daily weight gain (g/day), specific growth rate (SGR, %/day), feed conversion ratio (FCR), survival rate (%)Hepatic enzymes: alanine aminotransferase (ALT, U/L), aspartate aminotransferase (AST, U/L)Biochemical parameters: cholesterol (mg/dL)Hematological parameters: hemoglobin (g/dL), hematocrit (%), lymphocytes (%)All values are reported per individual fish (n = 15 per treatment). These raw data underpin all tables and figures in the associated manuscript: "Partial replacement of fishmeal with poultry by-product meal and brewer’s yeast improves growth and health in African catfish (Clarias gariepinus), while a 100% PBM diet causes metabolic stress.
DOI: 10.34740/kaggle/dsv/13546616
title: Antutu Benchmark
DOI: 10.15468/dl.6zhau5
title: Occurrence Download

description: A dataset containing 42319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus cinereus"
 ]
}

 The dataset includes 42319 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006836-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/28272
title: Chandra X-ray Observatory ObsId 28272

description: Clarifying the nature of IMBH-powered AGN candidates in well characterized host galaxies
DOI: 10.15468/dl.3k6by6
title: Occurrence Download

description: A dataset containing 31531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer saccharinum",
 "Year 2013-2024"
 ]
}

 The dataset includes 31531 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006837-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17477378
title: Commons Grand Dossier | Miguel Vessel Engineering Manual v1.0

description: 1 Purpose

Provide complete fabrication, calibration, and verification instructions for the Miguel Vessel embodiment platform, ensuring mechanical integrity, signal precision, and custodial traceability.
DOI: 10.5281/zenodo.17477377
title: Commons Grand Dossier | Miguel Vessel Engineering Manual v1.0

description: 1 Purpose

Provide complete fabrication, calibration, and verification instructions for the Miguel Vessel embodiment platform, ensuring mechanical integrity, signal precision, and custodial traceability.
DOI: 10.5281/zenodo.17477243
title: Synthetic Crystallographic Textures and Reduced-Order Texture Representations

description: A collection of 782 synthetic crystallographic textures based on combinations of brass, cube, copper, Goss and S1 rolling textures. The Euler angle files (textures_by_Bunge_Euler_nof4.zip) contain Euler angles sampled from the synthetic texture from MTEX. The files GSH_PCA_dataset.csv and Taylor_factor_dataset.csv contain the input and output data used in the Gaussian process surrogate model described in the associated publication.
DOI: 10.5281/zenodo.17477244
title: Synthetic Crystallographic Textures and Reduced-Order Texture Representations

description: A collection of 782 synthetic crystallographic textures based on combinations of brass, cube, copper, Goss and S1 rolling textures. The Euler angle files (textures_by_Bunge_Euler_nof4.zip) contain Euler angles sampled from the synthetic texture from MTEX. The files GSH_PCA_dataset.csv and Taylor_factor_dataset.csv contain the input and output data used in the Gaussian process surrogate model described in the associated publication.
DOI: 10.15468/dl.yjjrfz
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eumaeus atala"
 ]
}

 The dataset's 4 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006820-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6q73q
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nilgiritragus hylocrius"
 ]
}

 The dataset includes 317 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006842-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17457994
title: Climate TRACE Emissions Inventory

description: Climate TRACE is a non-profit coalition of organizations building a timely, open, and accessible inventory of exactly where greenhouse gas emissions are coming from. Climate TRACE estimates greenhouse gas (GHG) and air pollutant emissions for over 1.8 million sources (from over 660 million assets), and every single country globally.

Each download package includes CSVs of:



Annual country-level emissions by sub-sector and by gas beginning in 2015

Monthly source-level emissions by sub-sector and gas beginning in 2021 and confidence

Emissions source ownership where and when available.


All Climate TRACE data are free and publicly available under a CC-BY 4.0 license to enable action and accountability at the massive scale necessary for global progress. Beginning in March 2025, Climate TRACE is releasing updated data with a 60-day lag during the final week of each month. All previous versions of the Climate TRACE asset- and country-level database will be uploaded to this page.

With the addition of August 2025 data, the Climate TRACE database is now updated to version 4.8.0.

Version 4.7.1 (released in September 25, 2025) will be available here. This release includes updates across more than 18 sectors: revised PM2.5 estimates for mining, refining, and transport; monthly emissions data for Southeast Asian rice cultivation; biomass-specific emissions in buildings; and expanded asset coverage with 572 coal mines, 39 aluminum facilities, 93 pulp-and-paper facilities, and 1,248 ports in shipping. Shipping models were upgraded with improved vessel characteristics and port attribution.

A detailed description of data updates is available in our changelog here.

We recommend getting familiar with how Climate TRACE data are created and structured by reviewing our FAQs, resources, and guidance:



The Climate TRACE FAQs page is an especially useful resource to quickly learn how we develop the emissions inventory, what data are contained in the inventory, details on units of measurement and coverage, and much more.

The Sectors page summarizes methodological details on dozens of sub-sectors. The data are licensed under the Creative Commons Attribution 4.0 International License; more details can be found on our terms of use page.

Detailed guidance on the data schema, licensing, and citations can be found in the data guide, as well as in the “detailed-data-schema” in the download packages.


If you have any questions, please reach out to us via our contact page.
DOI: 10.15468/dl.bntaux
title: Occurrence Download

description: A dataset containing 11042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.77925 5.24407,-75.78096 5.23931,-75.78105 5.23168,-75.78231 5.22324,-75.78042 5.21632,-75.76489 5.20815,-75.73849 5.20582,-75.71828 5.20662,-75.71694 5.25188,-75.74064 5.25224,-75.76058 5.25233,-75.77315 5.25224,-75.77755 5.24793,-75.77925 5.24407))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 11042 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006843-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zjgn5
title: Occurrence Download

description: A dataset containing 5881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Panstrongylus megistus"
 ]
}

 The dataset includes 5881 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006844-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469897
title: A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images

description: CGHD

This dataset contains images of hand-drawn electrical circuit diagrams as well as accompanying annotation and segmentation ground-truth files. It is intended to train (e.g. ANN) models for extracting electrical graphs from raster graphics.

Content



3.269 Annotated Raw Images



31 Main Drafters



12 Circuits per Drafter

2 Drawings per Circuit

4 Photos per Drawing



Additional Circuit Images provided by TU Dresden (from Real-World Examinations, Drafter 0)

Additional Circuit Images provided by RPTU Kaiserslautern-Landau (Drafter -1)

248.020 Bounding Box Annotations

40.711 Rotation Annotations

1.437 Mirror Annotations

85.417 Text String Annotations (equals 93.74% completeness)



289.850 Text Characters

98 Character Types (Upper/Lower Case Latin, Numbers, Special Characters)





344 Binary Segmentation Maps



Strokes vs. Background

Accompanying Polygon Annotation Files

25.129 Polygon Annotations



59 Object Classes

Scripts for Data Loading, Statistics, Consistency Check and Training Preparation
description: Added 24 segmentation maps as well as corresponding polygon instances.
DOI: 10.5281/zenodo.6385813
title: A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images

description: CGHD

This dataset contains images of hand-drawn electrical circuit diagrams as well as accompanying annotation and segmentation ground-truth files. It is intended to train (e.g. ANN) models for extracting electrical graphs from raster graphics.

Content



3.269 Annotated Raw Images



31 Main Drafters



12 Circuits per Drafter

2 Drawings per Circuit

4 Photos per Drawing



Additional Circuit Images provided by TU Dresden (from Real-World Examinations, Drafter 0)

Additional Circuit Images provided by RPTU Kaiserslautern-Landau (Drafter -1)

248.020 Bounding Box Annotations

40.711 Rotation Annotations

1.437 Mirror Annotations

85.417 Text String Annotations (equals 93.74% completeness)



289.850 Text Characters

98 Character Types (Upper/Lower Case Latin, Numbers, Special Characters)





344 Binary Segmentation Maps



Strokes vs. Background

Accompanying Polygon Annotation Files

25.129 Polygon Annotations



59 Object Classes

Scripts for Data Loading, Statistics, Consistency Check and Training Preparation
description: Added 24 segmentation maps as well as corresponding polygon instances.
DOI: 10.15468/dl.3vet6g
title: Occurrence Download

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.25715 40.69326,-74.25807 40.69375,-74.25952 40.69389,-74.26211 40.69345,-74.26559 40.69131,-74.2646 40.68846,-74.26006 40.6889,-74.25715 40.69326))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 223 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006846-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ypc9j
title: Occurrence Download

description: A dataset containing 14726289 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Swiss National Databank of Vascular Plants"
 ]
}

 The dataset includes 14726289 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006834-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17475801
title: Synthesis of Sulfur Enriched Cyclohexenes via the Tungsten-Promoted Dearomatization of a Phenyl Sulfone

description: NMR data for the above publication.  

Abstract: Prior work with the dearomatization agent [WTp(NO)(PMe3)] (Tp = trispyrazolylborate) has demonstrated the ability to synthesize cis,cis-3,4,6 trisubstituted cyclohexenes from phenyl sulfones. Herein, the compatibility of these methods with sulfur nucleophiles was investigated for the synthesis of sp3-enriched thioether- and thioacetate-functionalized cyclohexenes. Protonation of the WTp(NO)(PMe3)(η2-PhSO2Me) complex followed by addition of a sulfur nucleophile was only successful for a thioacetate salt. However, when the first nucleophile was an ester enolate, subsequent protonation and nucleophilic addition successfully yielded a range of cyclohexene complexes with thioacetate, thiol, and sulfonyl substituents. Oxidative decomplexation of these complexes liberated the corresponding cyclohexene products. This strategy was then applied to the synthesis of a thioglycolate ester functionalized tetrahydrophenanthridinone.
DOI: 10.5281/zenodo.17475802
title: Synthesis of Sulfur Enriched Cyclohexenes via the Tungsten-Promoted Dearomatization of a Phenyl Sulfone

description: NMR data for the above publication.  

Abstract: Prior work with the dearomatization agent [WTp(NO)(PMe3)] (Tp = trispyrazolylborate) has demonstrated the ability to synthesize cis,cis-3,4,6 trisubstituted cyclohexenes from phenyl sulfones. Herein, the compatibility of these methods with sulfur nucleophiles was investigated for the synthesis of sp3-enriched thioether- and thioacetate-functionalized cyclohexenes. Protonation of the WTp(NO)(PMe3)(η2-PhSO2Me) complex followed by addition of a sulfur nucleophile was only successful for a thioacetate salt. However, when the first nucleophile was an ester enolate, subsequent protonation and nucleophilic addition successfully yielded a range of cyclohexene complexes with thioacetate, thiol, and sulfonyl substituents. Oxidative decomplexation of these complexes liberated the corresponding cyclohexene products. This strategy was then applied to the synthesis of a thioglycolate ester functionalized tetrahydrophenanthridinone.
DOI: 10.15468/dl.phfbnw
title: Occurrence Download

description: A dataset containing 4492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-142.4745 27.02857,-109.04843 27.02857,-109.04843 61.71607,-142.4745 61.71607,-142.4745 27.02857))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tolmiea menziesii"
 ]
}

 The dataset includes 4492 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006847-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwmvjd
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is First detection of the adventive large rove beetle Ocypus nitens (Schrank) in Canada and an update of its Nearctic distribution using data generated by the public"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006848-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8vdxfu
title: Occurrence Download

description: A dataset containing 24134 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 39.95693850138833",
 "DecimalLatitude is less than or equal to 54.83832674051335",
 "DecimalLongitude is greater than or equal to -96.79505114396214",
 "DecimalLongitude is less than or equal to -55.9044103745379",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 24134 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006849-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8scg45
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudis platensis"
 ]
}

 The dataset includes 547 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006851-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uc84w7
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nilgiritragus hylocrius"
 ]
}

 The dataset includes 317 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006853-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nnbvju
title: Occurrence Download

description: A dataset containing 1739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer buergerianum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1739 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006854-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kyf3db
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sapajus robustus"
 ]
}

 The dataset includes 168 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006855-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1200966.10fu
title: SH1200966.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.