cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6075/j0902413
title: BindingDB Dataset, July 1, 2024. In BindingDB: Measured Binding Data for Protein-Ligand and Other Molecular Systems

description: Data curated by BindingDB were collected from articles and patents using a semi-automated procedure. We first work from the source document to automatically preload a representation of the data into a web-based curation interface. Human curators then examine the preloaded data, compare it with the source document, and make corrections as needed. The corrected curation is then inspected by a second curator and any proposed corrections are discussed and made if needed. Occasionally, a user will contact BindingDB with a proposed correction. Each such proposal is reviewed individually and made if warranted.
description: This object is the BindingDB dataset as of July 1, 2024. 

The core data for a given binding measurement comprises the identity of the two molecules involved, usually a protein and a small organic molecule; a measured indicator of their affinity, such as a dissociation constant or IC50; and the identity of the document from which the measurement was curated. Proteins are identified primarily by UniProt ID and small organic molecules by SMILES strings. 

This BindingDB release contains about 2.6 million experimental binding data.
description: The Oracle data dump was exported from Oracle 12c Enterprise Edition release 12.2.0.1.0- 64-bit production. The MySQL dump was exported from MySQL version 8.0.26.
DOI: 10.5061/dryad.853nh
title: Data from: The fitness of drug-resistant malaria parasites in a rodent model: multiplicity of infection

description: Malaria infections normally consist of more than one clonally-replicating
 lineage. Within-host interactions between sensitive and resistant
 parasites can have profound effects on the evolution of drug resistance.
 Here, using the Plasmodium chabaudi mouse malaria model, we ask whether
 the costs and benefits of resistance are affected by the number of
 co-infecting strains competing with a resistant clone. We found strong
 competitive suppression of resistant parasites in untreated infections and
 marked competitive release following treatment. The magnitude of
 competitive suppression depended on competitor identity. However, there
 was no overall effect of the diversity of susceptible parasites on the
 extent of competitive suppression or release. If these findings
 generalize, then transmission intensity will impact on resistance
 evolution because of its effect on the frequency of mixed infections, not
 because of its effect on the distribution of clones per host. This would
 greatly simplify the computational problems of adequately capturing
 within-host ecology in models of drug resistance evolution in malaria.
description: Data SH4 Dryad data
 sharingData file of the
 experiment 'SH4'. Samples are from mice infected with a
 resistant Plasmodium chabaudi clone in the absence of competition and with
 various combinations of up to three susceptible clones. Daily samples were
 taken on red blood cell density, weight, asexual parasite density of each
 clone (by qPCR) and gametocyte density of clone R (by qPCR). The
 description of the column headings are all given as comments in the excel
 file.
DOI: 10.6075/j0xg9rgf
title: BindingDB Dataset, October 1, 2024. In BindingDB: Measured Binding Data for Protein-Ligand and Other Molecular Systems

description: This object is the BindingDB dataset as of October 1, 2024. 

The core data for a given binding measurement comprises the identity of the two molecules involved, usually a protein and a small organic molecule; a measured indicator of their affinity, such as a dissociation constant or IC50; and the identity of the document from which the measurement was curated. Proteins are identified primarily by UniProt ID and small organic molecules by SMILES strings. 

This BindingDB release contains about 2.9 million experimental binding data.
description: Data curated by BindingDB were collected from articles and patents using a semi-automated procedure. We first work from the source document to automatically preload a representation of the data into a web-based curation interface. Human curators then examine the preloaded data, compare it with the source document, and make corrections as needed. The corrected curation is then inspected by a second curator and any proposed corrections are discussed and made if needed. Occasionally, a user will contact BindingDB with a proposed correction. Each such proposal is reviewed individually and made if warranted.
description: The Oracle data dump was exported from Oracle 12c Enterprise Edition release 12.2.0.1.0- 64-bit production. The MySQL dump was exported from MySQL version 8.0.26.
DOI: 10.5061/dryad.94tr3
title: Data from: 50 years of inordinate fondness

description: When theologians inquired whether anything could be concluded about the
 creator from studying the creation, evolutionary biologist J.B.S. Haldane
 allegedly replied “an inordinate fondness for beetles”, as there are more
 kinds of beetles than any other insect. We may similarly conclude that the
 creator is not particularly fond of the two species of colugos (that are
 sister to more than 350 primate species (Bininda-Emonds et al. 2007)⁠), or
 the osprey, which is the single sister species to more than a hundred
 hawks and eagles (Sibley and Ahlquist 1990; Sibley and Monroe 1990)⁠. Of
 course, few evolutionary biologists would endorse the view that numbers of
 species reflect the interest of a divine creator, but there is no
 consensus on an alternative explanation. We can distinguish three broad
 categories of explanations for distributions of species over taxa: (i)
 random chance, (ii) ecological opportunity, and (iii) key adaptations of
 species. All three explanations have garnered substantial support, but
 none accurately explains distributions of species over taxa by itself.
 Here we explain how these different explanations can be conceptually
 combined in a theory that yields accurate predictions of distributions of
 species over taxa.
description: Bokma_Suppl_MatData on taxonomic membership of biological species, word frequencies in the U.S. declaration of independence, and Finnish car sales.
DOI: 10.6075/j06q1xm5
title: BindingDB Dataset, January 1, 2025. In BindingDB: Measured Binding Data for Protein-Ligand and Other Molecular Systems

description: This object is the BindingDB dataset as of January 1, 2025. 

The core data for a given binding measurement comprises the identity of the two molecules involved, usually a protein and a small organic molecule; a measured indicator of their affinity, such as a dissociation constant or IC50; and the identity of the document from which the measurement was curated. Proteins are identified primarily by UniProt ID and small organic molecules by SMILES strings. 

This BindingDB release contains about 3.0 million experimental binding data.
description: The Oracle data dump was exported from Oracle 12c Enterprise Edition release 12.2.0.1.0- 64-bit production. The MySQL dump was exported from MySQL version 8.0.26.
description: Data curated by BindingDB were collected from articles and patents using a semi-automated procedure. We first work from the source document to automatically preload a representation of the data into a web-based curation interface. Human curators then examine the preloaded data, compare it with the source document, and make corrections as needed. The corrected curation is then inspected by a second curator and any proposed corrections are discussed and made if needed. Occasionally, a user will contact BindingDB with a proposed correction. Each such proposal is reviewed individually and made if warranted.
DOI: 10.6075/j07s7p5q
title: BindingDB Dataset, April 1, 2025. In BindingDB: Measured Binding Data for Protein-Ligand and Other Molecular Systems

description: The Oracle data dump was exported from Oracle 12c Enterprise Edition release 12.2.0.1.0- 64-bit production. The MySQL dump was exported from MySQL version 8.0.26.
description: This object is the BindingDB dataset as of April 1, 2025. 

The core data for a given binding measurement comprises the identity of the two molecules involved, usually a protein and a small organic molecule; a measured indicator of their affinity, such as a dissociation constant or IC50; and the identity of the document from which the measurement was curated. Proteins are identified primarily by UniProt ID and small organic molecules by SMILES strings. 

This BindingDB release contains about 3.0 million experimental binding data.
description: Data curated by BindingDB were collected from articles and patents using a semi-automated procedure. We first work from the source document to automatically preload a representation of the data into a web-based curation interface. Human curators then examine the preloaded data, compare it with the source document, and make corrections as needed. The corrected curation is then inspected by a second curator and any proposed corrections are discussed and made if needed. Occasionally, a user will contact BindingDB with a proposed correction. Each such proposal is reviewed individually and made if warranted.
DOI: 10.5061/dryad.b59v1
title: Data from: Introduction beyond a species range: a relationship between population origin, adaptive potential and plant performance

description: The adaptive potential of a population defines its importance for species
 survival in changing environmental conditions such as global climate
 change. Very few empirical studies have examined adaptive potential across
 species’ ranges, namely, of edge vs core populations, and we are unaware
 of a study that has tested adaptive potential (namely, variation in
 adaptive traits) and measured performance of such populations in
 conditions not currently experienced by the species but expected in the
 future. Here we report the results of a Triticum dicoccoides population
 study that employed transplant experiments and analysis of quantitative
 trait variation. Two populations at the opposite edges of the species
 range (1) were locally adapted; (2) had lower adaptive potential (inferred
 from the extent of genetic quantitative trait variation) than the two core
 populations; and (3) were outperformed by the plants from the core
 population in the novel environment. The fact that plants from the species
 arid edge performed worse than plants from the more mesic core in extreme
 drought conditions beyond the present climatic envelope of the species
 implies that usage of peripheral populations for conservation purposes
 must be based on intensive sampling of among-population variation.
description: Transplant experiment
 dataTransplant experiment
 dataData
 for depositing 1
 Tramsplanting.xlsQuantitative trait
 experiment dataQuantitative trait
 experiment dataData for depositing 2 Quant
 traits.xlsSelection experiment
 dataSelection experiment
 dataData
 for depositing 3 Selection
 experiment.xls
DOI: 10.5281/zenodo.15571279
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15571280
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250601f Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250601f Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/2vrzr7
title: Forest biotopes of the National Nature Park “Svyati Hory”, locations of individual species from forest and steppe communities

description: The dataset includes 582 records of plant species, 27 releves of biotopes and locations of individual species from the National Nature Park “Svyati Hory”, situated in the Donetsk region, Ukraine.
National Nature Park "Svyati Gory" is distinguished by its floral and vegetational richness. A significant part of the park is the valley of the Seversky Donets River. The chalk mountains are situated on the right bank of the river, on which rare plant species grow, and relict chalk pine forests are represented.
DOI: 10.15468/dl.sncywp
title: Occurrence Download

description: A dataset containing 156903 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aedes albopictus (Skuse, 1894)"
 ]
}

 The dataset includes 156903 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/a2fvf9
title: Forest biotopes of the Slovyanoserbsk surrounding areas, locations of individual species

description: The dataset includes 388 records of plant species, 21 releves of biotopes and locations of individual species from the forests of Slovyanoserbsk surrounding areas, situated in the Luhansk region, Ukraine.
DOI: 10.15468/dl.nj7xwg
title: Occurrence Download

description: A dataset containing 12410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvia sclarea L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 12410 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014403-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtv7u3
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección Teriológica Universidad de Antioquia",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014404-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/hmy8-0j13
title: "Full-text Review PRISMA - A Systematic Literature Review of Web3 Applications in Trucking Logistics - Impacts and Trends for Log"

description: "Web3 technologies, representing the next open, user-driven internet generation, provide innovative and advanced solutions to enhance adaptability, sustainability, and resilience in logistics businesses for this industry's fifth generation. The primary motivation of this study is to guide Logistics Service Providers (LSPs) in identifying the most suitable Web3 technologies for investment. This includes the necessary resources and techniques to manage increasingly complex and innovative supply chains, and how these innovations contribute to achieving Logistics 5.0. To achieve this, the study conducts a systematic literature review (SLR) of research from the past seven years, using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology. This review provides a comprehensive overview of case studies, technological applications in trucking logistics, and their impacts and outcomes. The analysis results present a conceptual framework that categorises the research identified in the SLR according to logistics areas for investment and the intended improvement goals. Key findings include identifying specific Web3 technologies that enhance operational efficiency, sustainability, and resilience in logistics. The study also highlights the potential effects of these technologies on LSPs and their supply chains. This study offers valuable insights for researchers, developers, and stakeholders, enabling them to explore potential Web3 solutions for investment, evaluate their potential impacts, and support the development of Logistics 5.0. The study further outlines limitations and suggests future research areas, revealing numerous opportunities from operational, tactical, and strategic perspectives in academia and industry.  "
DOI: 10.5281/zenodo.15571258
title: Generative Model for Antibodies
DOI: 10.5281/zenodo.15571259
title: Generative Model for Antibodies
DOI: 10.5281/zenodo.15517944
title: TAU Urban Acoustic Scenes 2025 Mobile, Evaluation dataset

description: TAU Urban Acoustic Scenes 2025 Mobile evaluation dataset consists of 1-seconds audio segments from 10 acoustic scenes:



Airport - airport

Indoor shopping mall - shopping_mall

Metro station - metro_station

Pedestrian street - street_pedestrian

Public square - public_square

Street with medium level of traffic - street_traffic

Traveling by a tram - tram

Traveling by a bus - bus

Traveling by an underground metro - metro

Urban park - park
DOI: 10.5281/zenodo.15517945
title: TAU Urban Acoustic Scenes 2025 Mobile, Evaluation dataset

description: TAU Urban Acoustic Scenes 2025 Mobile evaluation dataset consists of 1-seconds audio segments from 10 acoustic scenes:



Airport - airport

Indoor shopping mall - shopping_mall

Metro station - metro_station

Pedestrian street - street_pedestrian

Public square - public_square

Street with medium level of traffic - street_traffic

Traveling by a tram - tram

Traveling by a bus - bus

Traveling by an underground metro - metro

Urban park - park
DOI: 10.15468/dl.sbfp2t
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Panama",
 "TaxonKey is Carludovica palmata Ruiz & Pav."
 ]
}

 The dataset includes 108 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014405-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed5wcf
title: Occurrence Download

description: A dataset containing 10366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salvinia minima Baker)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10366 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014406-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax4erj
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-76.06541 3.75806,-76.0808 3.74352,-76.06557 3.73043,-76.04612 3.74593,-76.05133 3.75071,-76.06541 3.75806))",
 "OccurrenceStatus is Present",
 "StateProvince is one of (Valle Del Cauca, Valle De Cauca Department)",
 "TaxonKey is one of (Plantae, Plantae)"
 ]
}

 The dataset includes 81 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014407-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wrbwyz
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-540.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Vipera ammodytes (Linnaeus, 1758)"
 ]
}

 The dataset includes 850 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014408-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2p9d3k
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-460.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Zerynthia cassandra"
 ]
}

 The dataset includes 441 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014410-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wzvgy
title: Occurrence Download

description: A dataset containing 47169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is The cryptogamy collection (PC) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)",
 "TaxonKey is Bryophyta"
 ]
}

 The dataset includes 47169 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014409-250525065834625/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/12029546
title: Antutu Benchmark
DOI: 10.34740/kaggle/dsv/12029551
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5517/ccdc.csd.cc2m4hr1
title: CCDC 2417403: Experimental Crystal Structure Determination

description: Related Article: Yun-Hu Deng, Brendan F. Abrahams, Jian-Ping Lang|2025|J.Am.Chem.Soc.|147|18219|doi:10.1021/jacs.5c04980
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.cc2m4hs2
title: CCDC 2417404: Experimental Crystal Structure Determination

description: Related Article: Yun-Hu Deng, Brendan F. Abrahams, Jian-Ping Lang|2025|J.Am.Chem.Soc.|147|18219|doi:10.1021/jacs.5c04980
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.cc2n1f6c
title: CCDC 2444232: Experimental Crystal Structure Determination

description: Related Article: Yun-Hu Deng, Brendan F. Abrahams, Jian-Ping Lang|2025|J.Am.Chem.Soc.|147|18219|doi:10.1021/jacs.5c04980
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.abjvjt
title: Occurrence Download

description: A dataset containing 18965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "DatasetKey is The cryptogamy collection (PC) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris)",
 "TaxonKey is Marchantiophyta"
 ]
}

 The dataset includes 18965 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.