cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29858039.v2
title: Training Data and Source Code

description: This repository contains the source code used to train and evaluate the machine learning models for defect prediction, as described in the accompanying research paper. The code demonstrates the predictive power of three distinct sets of metrics:- Software and History Metrics: Traditional software and project history metrics.<br>- Human Error (HE) Based Metrics: Novel metrics derived from human error principles.- Combined Metrics: A comprehensive set combining both software and HE metrics.
DOI: 10.3535/ggn-2ae-1xf
title: †Ogmoconchella Gruendel, 1964

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8a-sj9-4lg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gwc-n3w-5la
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5f-cq5-w29
title: †Dendritina elegans d'Orbigny, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6n8-5rt-2fe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lsw-n1t-c2j
title: Poroeponides lateralis (Terquem, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9v-a5h-y1x
title: Pseudothurmannia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nek-lrg-1r5
title: Semicytherura Wagner, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wzk-wjq-cnn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wey-amy-bq2
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a8q-37x-8kp
title: Acervulina mabahethi (Said, 1949)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kg3-qyq-4r8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1kn-h6g-k76
title: Quinqueloculina vulgaris d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6nw-yd5-8rt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.g7b5yk
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pheidole megacephala",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022595-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/174-5tc-xvs
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rh2-62d-694
title: †Pseudobythocythere Mertens, 1956

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sa8-32d-hsw
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/15g-zn1-pet
title: Teschenites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9sm-xqv-kzg
title: Protetragonites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n4m-a2a-5rl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.bpy4en
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pheidole megacephala",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022597-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ghz-kpt-7tr
title: Stenarcestes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6x-w8s-768
title: †Aysegulina ornatoidea (Deroo, 1966)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l10-2wt-3dw
title: Pseudoclavulina mexicana (Cushman, 1922)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xzy-7dd-0ev
title: Burseolina pacifica (Cushman, 1925)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgc-wjm-abp
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n43-758-e63
title: Pyrgo depressa (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s41-6mf-djs
title: Neogloboquadrina dutertrei (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p9v-w73-fl6
title: Neoeponides antillarum (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vh5-rmz-hmk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4z5-9k1-rr4
title: †Belorussiella bolivinaeformis Akimets, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8qwebw
title: Occurrence Download

description: A dataset containing 26596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Avicennia germinans (L.) L.",
 "Year 1979-2025"
 ]
}

 The dataset includes 26596 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018511-250426092105405/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/11705373
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.5eebmk
title: Occurrence Download

description: A dataset containing 521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-90.81367 25.43769,-81.95268 24.42112,-77.59712 25.43769,-77.59712 37.77715,-90.81367 37.77715,-90.81367 25.43769))",
 "HasGeospatialIssue is false",
 "Month is one of (May, June, July, August, September, April)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Perimyotis subflavus (F.Cuvier, 1832), Myotis sodalis Miller & G.M.Allen, 1928, Myotis lucifugus (Le Conte, 1831), Myotis septentrionalis (Trouessart, 1897), Eptesicus fuscus (Palisot de Beauvois, 1796))",
 "Year 2000-2025"
 ]
}

 The dataset includes 521 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018512-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jggw4
title: Occurrence Download

description: A dataset containing 849577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica L.",
 "Country is one of (Holy See, Jersey, Guernsey, Isle of Man, United Kingdom of Great Britain and Northern Ireland, Ukraine, Switzerland, Sweden, Spain, Slovakia, Slovenia, Serbia, San Marino, Russian Federation, Romania, Portugal, Poland, Netherlands, Montenegro, Moldova, Republic of, Monaco, Malta, North Macedonia, Luxembourg, Lithuania, Liechtenstein, Latvia, Italy, Ireland, Iceland, Hungary, Greece, Germany, Åland Islands, Finland, Estonia, Faroe Islands, Denmark, Czechia, Croatia, Bulgaria, Bosnia and Herzegovina, Belgium, Belarus, Austria, Andorra, Albania)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 849577 records from 755 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018501-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13996478
title: Oxygen sensitivity of denitrification in the aquatic environments

description: This dataset includes new measurements of denitrification (nitrate reduction to nitrite, nitrite reduction to N2O and N2) in response to manipulated oxygen concentration changes in Chesapeake Bay. Observations of oxygen sensitivity of denitrification in other aquatic environments (e.g., open ocean oxygen minimum zones) are compiled from previous studies for comparison. 

Please see the paper below for details:

Tang, W., Fortin, S. G., Intrator, N., Lee, J. A., Kunes, M. A., Jayakumar, A., ... & Ward, B. B. (2025). Similar Oxygen Sensitivities of Different Steps of Denitrification in Estuarine Waters. Environmental Science & Technology. 59 (14), 7165–7175. https://doi.org/10.1021/acs.est.5c02248
DOI: 10.5281/zenodo.13996479
title: Oxygen sensitivity of denitrification in the aquatic environments

description: This dataset includes new measurements of denitrification (nitrate reduction to nitrite, nitrite reduction to N2O and N2) in response to manipulated oxygen concentration changes in Chesapeake Bay. Observations of oxygen sensitivity of denitrification in other aquatic environments are compiled from previous studies. Manuscript describing these results is submitted for review.
DOI: 10.5281/zenodo.15092568
title: Oxygen sensitivity of denitrification in the aquatic environments

description: This dataset includes new measurements of denitrification (nitrate reduction to nitrite, nitrite reduction to N2O and N2) in response to manipulated oxygen concentration changes in Chesapeake Bay. Observations of oxygen sensitivity of denitrification in other aquatic environments (e.g., open ocean oxygen minimum zones) are compiled from previous studies for comparison. 

Please see the paper below for details:

Tang, W., Fortin, S. G., Intrator, N., Lee, J. A., Kunes, M. A., Jayakumar, A., ... & Ward, B. B. (2025). Similar Oxygen Sensitivities of Different Steps of Denitrification in Estuarine Waters. Environmental Science & Technology. 59 (14), 7165–7175. https://doi.org/10.1021/acs.est.5c02248
DOI: 10.15468/dl.pyeqme
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Acacia cochliacantha Humb. & Bonpl. ex Willd.",
 "Year 2010-2025"
 ]
}

 The dataset includes 177 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018513-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5apvqm
title: Occurrence Download

description: A dataset containing 14541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus esculentus L.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 14541 records from 258 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018514-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvjg55
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "Geometry POLYGON((25.43319 37.23948,25.32225 37.1069,25.32225 37.02098,25.3973 36.89323,25.56369 36.92715,25.61916 37.01577,25.62568 37.17972,25.51149 37.25247,25.43319 37.23948))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Euplagia quadripunctaria (Poda, 1761)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018515-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddr9hm
title: Occurrence Download

description: A dataset containing 444 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drypetes brownii Standl."
 ]
}

 The dataset includes 444 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018517-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15352757
title: austrolebias_minuano_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15352758
title: austrolebias_minuano_zanfona_1.fasta.gz
DOI: 10.3886/e224883v1
title: NCHE National and State Profiles

description: This collection includes data downloaded from the National Center for Homeless Education's (NCHE) state profiles website.<br><br>Infographic profiles cover school year 2019-'20 through '21-'22. PDFs of data from Section 1.9 of the Consolidated State Performance Reports covers FY 2005-'06 (or for some states, FY '06-'07) up to '16-'17.<br><br><b>National</b><br>National homeless education overview infographic saved as a PDF.<br>Spreadsheet of McKinney‐Vento Education for Homeless Children and Youth Actual State Funding Allocations by year for all states in a dedicated subfolder.<b>By State<br></b>PDFs with homeless education overview for each state, the District of Columbia, Puerto Rico, and the Bureau of Indian Education.PDFs of data from Section 1.9 of the Consolidated State Performance Reports.State-based data is stored in folders named for each state, with the infographic overview stored in a subfolder named 'profile'.Documentation on how the NCHE data was collected is included.<br>
DOI: 10.3886/e224883
title: NCHE National and State Profiles

description: This collection includes data downloaded from the National Center for Homeless Education's (NCHE) state profiles website.<br><br>Infographic profiles cover school year 2019-'20 through '21-'22. PDFs of data from Section 1.9 of the Consolidated State Performance Reports covers FY 2005-'06 (or for some states, FY '06-'07) up to '16-'17.<br><br><b>National</b><br>National homeless education overview infographic saved as a PDF.<br>Spreadsheet of McKinney‐Vento Education for Homeless Children and Youth Actual State Funding Allocations by year for all states in a dedicated subfolder.<b>By State<br></b>PDFs with homeless education overview for each state, the District of Columbia, Puerto Rico, and the Bureau of Indian Education.PDFs of data from Section 1.9 of the Consolidated State Performance Reports.State-based data is stored in folders named for each state, with the infographic overview stored in a subfolder named 'profile'.One CSV file that contains most of the data published in the profiles, scraped from the PDFs<br>Documentation on how the NCHE data was collected is included.<br>
DOI: 10.3886/e224883v2
title: NCHE National and State Profiles

description: This collection includes data downloaded from the National Center for Homeless Education's (NCHE) state profiles website.<br><br>Infographic profiles cover school year 2019-'20 through '21-'22. PDFs of data from Section 1.9 of the Consolidated State Performance Reports covers FY 2005-'06 (or for some states, FY '06-'07) up to '16-'17.<br><br><b>National</b><br>National homeless education overview infographic saved as a PDF.<br>Spreadsheet of McKinney‐Vento Education for Homeless Children and Youth Actual State Funding Allocations by year for all states in a dedicated subfolder.<b>By State<br></b>PDFs with homeless education overview for each state, the District of Columbia, Puerto Rico, and the Bureau of Indian Education.PDFs of data from Section 1.9 of the Consolidated State Performance Reports.State-based data is stored in folders named for each state, with the infographic overview stored in a subfolder named 'profile'.One CSV file that contains most of the data published in the profiles, scraped from the PDFs<br>Documentation on how the NCHE data was collected is included.<br>
DOI: 10.15472/ds8kuy
title: Fauna asociada al Estudio de Impacto Ambiental (EIA) del proyecto "Mejoramiento mediante la construcción y mantenimiento conexión Puente Pumarejo Barranquilla–Ciénaga (viaductos) en los departamentos del Atlántico y Magdalena"

description: Este recurso contiene información del muestreo de fauna silvestre en el área de influencia del proyecto para anfibios, reptiles, aves y mamíferos en temporadas secas y húmedas en el año 2024 mediante diversos métodos de muestreo.
description: El alcance del proyecto consiste en la construcción de dos viaductos, que se localizan en el PR 19 y en el PR 28 dentro del corredor vial del Puente Pumarejo – Ciénaga. El proyecto transcurre sobre la transversal del Caribe, en la ruta 9007, en el tramo Barranquilla – Santa Marta, específicamente en la zona de Palermo – Tasajera, sobre los dos puntos críticos anteriormente mencionados, es decir PR 19 y PR 28
DOI: 10.15468/dl.37qzb2
title: Occurrence Download

description: A dataset containing 248070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 248070 records from 657 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018502-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2dcqgz
title: CCDC 2215801: Experimental Crystal Structure Determination

description: Related Article: Lucas Wickemeyer, Israel Fernández, Beate Neumann, Hans‐Georg Stammler, Norbert W. Mitzel|2023|Angew.Chem.,Int.Ed.|62|e202216943|doi:10.1002/anie.202216943
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.cc2dcqh0
title: CCDC 2215802: Experimental Crystal Structure Determination

description: Related Article: Lucas Wickemeyer, Israel Fernández, Beate Neumann, Hans‐Georg Stammler, Norbert W. Mitzel|2023|Angew.Chem.,Int.Ed.|62|e202216943|doi:10.1002/anie.202216943
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.cc2dcqj1
title: CCDC 2215803: Experimental Crystal Structure Determination

description: Related Article: Lucas Wickemeyer, Israel Fernández, Beate Neumann, Hans‐Georg Stammler, Norbert W. Mitzel|2023|Angew.Chem.,Int.Ed.|62|e202216943|doi:10.1002/anie.202216943
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.cc2dcqk2
title: CCDC 2215804: Experimental Crystal Structure Determination

description: Related Article: Lucas Wickemeyer, Israel Fernández, Beate Neumann, Hans‐Georg Stammler, Norbert W. Mitzel|2023|Angew.Chem.,Int.Ed.|62|e202216943|doi:10.1002/anie.202216943
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: 10.6084/m9.figshare.29553587
title: Global wetland soil carbon seqrestration pontential dataset

description: This link provides the codes for predicting the global wetland soil carbon seqrestration potential. The codes were developed in the R 4.1.1 environment.
DOI: 10.6084/m9.figshare.29553587.v2
title: Global wetland soil carbon seqrestration pontential dataset

description: This link provides the codes for predicting the global wetland soil carbon seqrestration potential. The codes were developed in the R 4.1.1 environment.
DOI: 10.6084/m9.figshare.29553587.v1
title: Metadata and codes of predicting global wetland soil carbon seqrestration pontential

description: This link provides metadata and code for predicting the global wetland soil seqrestration potential. The metadata was collected from publicly published peer-reviewed literature; The codes were developed in the R 4.1.1 environment.
DOI: 10.15468/dl.r79pwz
title: Occurrence Download

description: A dataset containing 2149 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MangroveWatch World Mangrove Identification ID-2"
 ]
}

 The dataset includes 2149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035625-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuzbzc
title: Occurrence Download

description: A dataset containing 4983 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sternoptyx diaphana"
 ]
}

 The dataset includes 4983 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035624-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejmayq
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Litoria bella"
 ]
}

 The dataset includes 200 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035627-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16791167
title: Electric imaging and dynamics of photo-charged graphene edge

description: This dataset cotains original data used in the paper "Electric imaging and dynamics of photo-charged graphene edge" (DOI: https://doi.org/10.1103/bng1-qq65, arXiv:2409.14942 [cond-mat.mes-hall]).
DOI: 10.5281/zenodo.16791168
title: Electric imaging and dynamics of photo-charged graphene edge

description: This dataset cotains original data used in the paper "Electric imaging and dynamics of photo-charged graphene edge" (DOI: https://doi.org/10.1103/bng1-qq65, arXiv:2409.14942 [cond-mat.mes-hall]).