cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15131/shef.data.30429133.v1
title: Creep curve measurement to support wear and adhesion modelling, using a continuously variable creep twin disc machine: Raw data

description: This file contains raw data to accompany the paper "Creep curve measurement to support wear and adhesion modelling, using a continuously variable creep twin disc machine", DI Fletcher, S Lewis, Wear, Volumes 298-299, 15 February 2013, Pages 57-65. https://doi.org/10.1016/j.wear.2012.11.065.The dataset contains coefficient of traction (CoT) output from twin-disc rail-wheel contact simulation across a range of contact slip (%) conducted using the SUROS machine for contact conditions (D) dry, (W) water, (SL) solid lubricant, (SW) soap and water, (O) oil, (TG) track grease 1, (CG) track grease 2, and (LW) lignin in water. The CG dataset contains an additional column for time (s) over which the test took place. Please cite the Wear paper in any use of the data. <br>
DOI: 10.3886/e229541v4
title: ECIN Replication Package for "Adding Race and Ethnicity to Microeconomic Databases: An Assessment of Alternative Options"

description: Estimating differences between racial/ethnic groups often requires merging demographic variables from one dataset to variables of interest in another. A common method merges Home Mortgage Disclosure Act data to property databases. One alternative is to acquire this information from voter registration files; another is to predict race with a name-based algorithm. Compared to Census data, which method is more representative varies by location and group. We explore the practical implications of each method by using the matched samples in two empirical applications. Researchers can arrive at different conclusions about racial/ethnic disparities depending on the method selected.
DOI: 10.5281/zenodo.17435045
title: Dataset accompanying "Economic Complexity Alignment and Sustainable Development"

description: Dataset for replication of the article "Economic Complexity Alignment and Sustainable Development". The code for the full replication of the results can be accessed via the GitHub repository complexity-alignment.
DOI: 10.5281/zenodo.17436171
title: Dataset accompanying "Economic Complexity Alignment and Sustainable Development"

description: Dataset for replication of the article "Economic Complexity Alignment and Sustainable Development". The code for the full replication of the results can be accessed via the GitHub repository complexity-alignment.
DOI: 10.34740/kaggle/dsv/13521332
title: llms.txt
DOI: 10.5281/zenodo.17456814
title: Lisbon attraction reviews

description: All reviews from Lisbon municipality attractions published on TripAdvisor during 2023-01-01 and 2025-07-31.
DOI: 10.5281/zenodo.17456976
title: OPTIMIZATION OF DIAGNOSTIC TACTICS FOR MANDIBULAR FRACTURES ASSOCIATED WITH TRAUMATIC BRAIN INJURY
DOI: 10.5281/zenodo.17456977
title: OPTIMIZATION OF DIAGNOSTIC TACTICS FOR MANDIBULAR FRACTURES ASSOCIATED WITH TRAUMATIC BRAIN INJURY
DOI: 10.5517/ccdc.csd.cc2cxnjh
title: CCDC 2202287: Experimental Crystal Structure Determination

description: Related Article: Jin-Ping Gao, Zhikai Qi, Fu-Qiang Zhang, Xian-Ming Zhang|2023|Polyoxometalates|2||doi:10.26599/POM.2023.9140028
description: Related Article: Gao jinping|2024|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: 10.5517/ccdc.csd.cc2l4856
title: CCDC 2387377: Experimental Crystal Structure Determination

description: Related Article: Somnath Ghosh, Nirmala Mohanta, Mallika Swaminathan, Nilima Priyadarsini Mishra, Boopathy Gnanaprakasam|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01060
description: Related Article: SOMNATH GHOSH|2024|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: 10.5517/ccdc.csd.cc2l4mbq
title: CCDC 2387723: Experimental Crystal Structure Determination

description: Related Article: SOMNATH GHOSH|2024|CSD Communication|||
description: Related Article: Somnath Ghosh, Nirmala Mohanta, Mallika Swaminathan, Nilima Priyadarsini Mishra, Boopathy Gnanaprakasam|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01060
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.cc2lmxcj
title: CCDC 2402418: Experimental Crystal Structure Determination

description: Related Article: Somnath Ghosh, Nirmala Mohanta, Mallika Swaminathan, Nilima Priyadarsini Mishra, Boopathy Gnanaprakasam|2025|J.Org.Chem.|||doi:10.1021/acs.joc.5c01060
description: Related Article: SOMNATH GHOSH|2024|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: 10.15468/dl.unpa4k
title: Occurrence Download

description: A dataset containing 64344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "DatasetKey is one of (Hoverfly records verified via iRecord, iNaturalist Research-grade Observations, SEWBReC Diptera - True Flies (South East Wales), Observation.org, Nature data from around the World, Natural History Museum (London) Collection Specimens, Record species dataset covering Cheshire, Halton, Warrington & Wirral, Welsh Invertebrate Database (WID), All taxa records for Leicestershire and Rutland, Bee and hoverfly species data from the UK Pollinator Monitoring Scheme, Rotherham Biological Records Centre - Non-sensitive Records from all taxonomic groups)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (0c392aa0-a452-4254-be5c-e49dd60e9b02, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 48f02f0c-5287-4b0a-bdf1-cee8f9665285, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 19456090-b49a-11d8-abeb-b8a03c50a862, 25318ae9-d1de-456f-baa2-4515ff1f33b1, ee45975b-3d89-42b5-ac7a-c03f47b6dcb4, 1c6f1c68-6ba9-4e36-97c7-8a58315d8698, 62433b33-28b2-4f70-8b75-b183f54aabaa, 1467829d-0779-43eb-9fab-0e27e48b6457)",
 "TaxonKey is Episyrphus balteatus",
 "Year 1902-2025"
 ]
}

 The dataset includes 64344 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002976-251025141854904/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/13521347
title: Mahanagar Yatayat Transport Dataset
DOI: 10.15468/dl.9xq7z8
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.51393 45.85573,3.51182 45.39518,3.59655 45.3943,3.60475 45.66967,3.60089 45.76152,3.59492 45.85538,3.51393 45.85573))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Robinia pseudoacacia"
 ]
}

 The dataset includes 146 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002999-251025141854904/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.30444422.v1
title: The nonadiabatic nature of the substituent effects in azobenzene

description: Cartesian Coordinates for Optimized Geometries
DOI: 10.5281/zenodo.17456624
title: Global River BankFull Discharge (GQBF) - Coefficient of Variation

description: The coefficient of variation (CV) indicates the relative uncertainty in the global estimation of bankfull river discharge (GQBF). The CV represents the variability among the tree-level estimations produced by the deployed random forest model and is calculated as the ratio of the standard deviation to the mean value across all tree estimations.

Added the coefficient of variation of bankfull discharge estimations for global GRIT rivers.

This data can be matched with the GQBF dataset with [domain, reach_id].

Change log



v0.1 - 2024-09-29



First globally complete dataset published



v0.1 - 2024-11-19



Add vector files for regions SI, SP



v0.1 - 2025-10-27



Add the coefficient of variation of bankfull discharge estimations
DOI: 10.15468/dl.zkgx4a
title: Occurrence Download

description: A dataset containing 227325 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2019-2024"
 ]
}

 The dataset includes 227325 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002941-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/29072
title: Chandra X-ray Observatory ObsId 29072

description: TRACKING THE ULX POPULATION ACTIVITY IN NGC 1068 DURING THE IXPE OBSERVATION
DOI: 10.25574/29073
title: Chandra X-ray Observatory ObsId 29073

description: A Chandra view of massive Post-Starburst Galaxies
DOI: 10.15468/dl.z87cuv
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Ontario Museum - Mammalogy",
 "OccurrenceStatus is Present",
 "TaxonKey is Tamias minimus"
 ]
}

 The dataset includes 548 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003000-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pfvyj5
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agave mapisaga"
 ]
}

 The dataset includes 123 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003002-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25625/tbdw5r/tatsdh
title: 20230905-abcde-DMSO-0,200mbar-He-750mbar-p_s-0,75barpm.800.dpt

description: Jet FTIR spectrum of DMSO (0.200mbar) in 750 mbar Helium
DOI: 10.25625/tbdw5r/e5pks7
title: 20230907-abc-DMSO-0,100mbar-water-0,100mbar-He-750mbar-p_s-0,75barpm.800.dpt

description: Jet FTIR spectrum of DMSO (0.100mbar) and H2O (0.100mbar) in 750 mbar Helium
DOI: 10.25625/tbdw5r/qztwcp
title: 20230927-defg-DMSO-0,100mbar-water-0,100mbar-He-375mbar-Ne-375mbar-p_s-0,75barpm1000.dpt

description: Jet FTIR spectrum of DMSO (0.100 mbar) and H2O (0.100 mbar) in 375 mbar Helium and 375 mbar Neon
DOI: 10.25625/tbdw5r/yjihmy
title: 20230908-abcd-DMSO-0,200mbar-water-0,200mbar-He-750mbar-p_s-0,75barpm.800.dpt

description: Jet FTIR spectrum of DMSO (0.200mbar) and H2O (0.200mbar) in 750 mbar Helium
DOI: 10.25625/tbdw5r/tmzvtm
title: 20231212-ab+20231213-ab-DMSO-0,200mbar-18O-water-0,200mbar-He-750mbar-p_s-0,75barpm800.dpt

description: Jet FTIR spectrum of DMSO (0.200mbar) and 18OH2 (0.200mbar) in 750 mbar Helium
DOI: 10.25625/tbdw5r/pi9fdt
title: 20230906-abc-DMSO-0,200mbar-He-750mbar-p_s-0,75barpm.800.dpt

description: Jet FTIR spectrum of DMSO (0.200mbar) in 750 mbar Helium
DOI: 10.25625/tbdw5r
title: FTIR Jet Spectra DMSO + H2O

description: Jet FTIR Spectra Dimethylsulfoxide (DMSO) + H2O
DOI: 10.5281/zenodo.17351715
title: Genome-wide identification of microRNAs and immune-related proteins provides insights into antiviral adaptations in common vampire bat
DOI: 10.5281/zenodo.17351716
title: Genome-wide identification of microRNAs and immune-related proteins provides insights into antiviral adaptations in common vampire bat
DOI: 10.15468/dl.zh6ew3
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphodros niger"
 ]
}

 The dataset includes 609 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003003-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17456978
title: Dataset of methane oxidation in surface waters of African lakes
DOI: 10.5281/zenodo.17456979
title: Dataset of methane oxidation in surface waters of African lakes
DOI: 10.15468/dl.prsxv4
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Latonia nigriventer"
 ]
}

 The dataset includes 139 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003005-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005588.v1.0.1
title: SoDec - Responsibility fMRI experiment dataset
DOI: 10.15468/dl.xmr6xr
title: Occurrence Download

description: A dataset listing the 338 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Locality is ROMILLY-SUR-SEINE",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 338 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002994-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2p6qv
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Profundulus oaxacae"
 ]
}

 The dataset includes 95 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003007-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dtr8kt
title: Occurrence Download

description: A dataset listing the 23 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.21.28_2",
 "TaxonKey is Verbenaceae"
 ]
}

 The dataset's 23 records were derived from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002998-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pajua3
title: Occurrence Download

description: A dataset listing the 220 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-94.84285 16.5778,-94.77393 16.5778,-94.77393 16.60838,-94.84285 16.60838,-94.84285 16.5778))",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset's 220 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002995-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4h3hvs
title: Occurrence Download

description: A dataset containing 40340 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Austropotamobius pallipes"
 ]
}

 The dataset includes 40340 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003008-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbtn6b
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus flavigularis"
 ]
}

 The dataset includes 813 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003009-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3phdpj
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Agave atrovirens"
 ]
}

 The dataset includes 452 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003010-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ez9e85
title: Occurrence Download

description: A dataset listing the 1724 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR, EW, EX)",
 "OccurrenceStatus is Present",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "Year 2005-2025"
 ]
}

 The dataset's 1724 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002996-251025141854904/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.29574352
title: Statistical Quantile Learning for Large Additive Latent Variable Models

description: Large and complex datasets, emerging from technological advancements in fields such as genomics and brain imaging, hold ample promise for gaining new scientific insights. Yet, their inherent nonlinearity and high dimensionality present considerable theoretical, methodological, and application challenges to the statistics and machine learning community. This article introduces Statistical Quantile Learning (SQL), a new nonparametric method for estimating large additive latent variable models. The distinguishing features of the SQL framework include the following. (i) A nonparametric approach relying on penalization and sieves: it offers a scalable and computationally simple, yet potent, alternative to deep learning methods. (ii) Rooted in statistical theory: SQL is consistent and achieves optimal rates of convergence in the large-dimensional case under mild assumptions. (iii) Adapted to large and high dimensional settings: we show that, numerically and theoretically, SQL’s performance improves as the data dimensionality increases. (iv) Interpretability through an identifiable additive model structure. After presenting the theoretical properties, we show that SQL can outperform variational autoencoders (VAE) in simulation studies. Finally, we apply SQL to high-dimensional gene expression data (consisting of 20,263 genes from 801 subjects), where the proposed method identifies latent factors predictive of five cancer types. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.29574352.v1
title: Statistical Quantile Learning for Large Additive Latent Variable Models

description: Large and complex datasets, emerging from technological advancements in fields such as genomics and brain imaging, hold ample promise for gaining new scientific insights. Yet, their inherent nonlinearity and high dimensionality present considerable theoretical, methodological, and application challenges to the statistics and machine learning community. This article introduces Statistical Quantile Learning (SQL), a new nonparametric method for estimating large additive latent variable models. The distinguishing features of the SQL framework include the following. (i) A nonparametric approach relying on penalization and sieves: it offers a scalable and computationally simple, yet potent, alternative to deep learning methods. (ii) Rooted in statistical theory: SQL is consistent and achieves optimal rates of convergence in the large-dimensional case under mild assumptions. (iii) Adapted to large and high dimensional settings: we show that, numerically and theoretically, SQL’s performance improves as the data dimensionality increases. (iv) Interpretability through an identifiable additive model structure. After presenting the theoretical properties, we show that SQL can outperform variational autoencoders (VAE) in simulation studies. Finally, we apply SQL to high-dimensional gene expression data (consisting of 20,263 genes from 801 subjects), where the proposed method identifies latent factors predictive of five cancer types. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.2908/isoc_it_ict_ss
title: Share of ICT services in total international trade in services
title: Part des services TIC dans le commerce international total des services
title: Anteil der IKT-Dienstleistungen am gesamten internationalen Dienstleistungsverkehr
DOI: 10.2908/isoc_it_ict_gs
title: Share of ICT goods in total international trade in goods
title: Anteil der IKT- Produkte am gesamten internationalen Warenhandel
title: Part des biens TIC dans le commerce international total de produits
DOI: 10.5281/zenodo.17457085
title: Identifying four distinct subtypes of new-onset systemic lupus erythematosus based on adaptive hierarchical clustering analysis
DOI: 10.5281/zenodo.17457086
title: Identifying four distinct subtypes of new-onset systemic lupus erythematosus based on adaptive hierarchical clustering analysis
DOI: 10.15468/dl.ckcczp
title: Occurrence Download

description: A dataset containing 60623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lebanon",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 60623 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002970-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vk7a2
title: Occurrence Download

description: A dataset listing the 32 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POINT(43.92921 25.50337)",
 "Geometry POLYGON((43.50768 22.82205,46.55271 22.82205,46.55271 25.66457,43.50768 25.66457,43.50768 22.82205))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, VU, NT, LC)",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata"
 ]
}

 The dataset's 32 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002997-251025141854904/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/13521434
title: Peer-to-Peer Boliviano (BOB) Exchange Data