cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh0192703.10fu
title: SH0192703.10FU

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.
DOI: 10.15156/bio/sh0192704.10fu
title: SH0192704.10FU

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.
DOI: 10.15468/dl.cyshr9
title: Occurrence Download

description: A dataset containing 16965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "TaxonKey is Aix galericulata (Linnaeus, 1758)"
 ]
}

 The dataset includes 16965 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019490-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wf7qnu
title: Occurrence Download

description: A dataset containing 29840 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ludwigia palustris (L.) Elliott"
 ]
}

 The dataset includes 29840 records from 690 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019489-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14177540
title: Adversarial Dataset 2024

description: This dataset contains adversarial image datasets generated for CIFAR-10, CIFAR-100, and ImageNet using three adversarial attack techniques: FGSM, BIM, and PGD. Each dataset includes images at different perturbation levels (ε = 0.01, 0.1, 0.3). These images are organized to facilitate research on adversarial example classification.

For more details, please visit the GitHub repository: khairulislam48/Detection_of_adversarial_examples
DOI: 10.5281/zenodo.14177541
title: Adversarial Dataset 2024

description: This dataset contains adversarial image datasets generated for CIFAR-10, CIFAR-100, and ImageNet using three adversarial attack techniques: FGSM, BIM, and PGD. Each dataset includes images at different perturbation levels (ε = 0.01, 0.1, 0.3). These images are organized to facilitate research on adversarial example classification.

For more details, please visit the GitHub repository: khairulislam48/Detection_of_adversarial_examples
DOI: 10.15468/dl.ht7zm4
title: Occurrence Download

description: A dataset listing the 29736 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "DatasetKey is naturgucker",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 29736 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019464-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14177793
title: Diurnal Internal Tides and Eddy Pair

description: The dataset and basic information on the diurnal internal tides and the eddy pair in the west of the Luzon Strait. The file list is as follows:

eddy_pair.mat: The trajectory and SLA of the eddy pair.

phase_speed.mat: The phase speeds of the first three modes of the diurnal internal tides.

energy_flux.mat: The energy flux of the first three modes of the diurnal internal tides.

inter_modal_conversion.mat: The inter-modal energy conversion of first three modes of the diurnal internal tides.

vertical_structure_ep.mat: The vertical structures of the horizontal velocity and stratification of the eddy pair.
DOI: 10.5281/zenodo.14177794
title: Diurnal Internal Tides and Eddy Pair

description: The dataset and basic information on the diurnal internal tides and the eddy pair in the west of the Luzon Strait. The file list is as follows:

eddy_pair.mat: The trajectory and SLA of the eddy pair.

phase_speed.mat: The phase speeds of the first three modes of the diurnal internal tides.

energy_flux.mat: The energy flux of the first three modes of the diurnal internal tides.

inter_modal_conversion.mat: The inter-modal energy conversion of first three modes of the diurnal internal tides.

vertical_structure_ep.mat: The vertical structures of the horizontal velocity and stratification of the eddy pair.
DOI: 10.15468/dl.bmmdv2
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Geometry MULTIPOLYGON (((142.36 -29.01, 142.36 -29.39, 142.74 -29.39, 142.74 -29.01, 142.36 -29.01)))"
 ]
}

 The dataset includes 27 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019491-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny98pz
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Rhizobacteria promoting plant growth and bacteria degrading toxic pollutants (CNR-IBBR-SUB)"
 ]
}

 The dataset includes 84 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019492-241107131044228/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/9936655
title: IGLUE MODEL
DOI: 10.15468/dl.78xmez
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Siebenrockiella crassicollis (Gray, 1831)"
 ]
}

 The dataset includes 49 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019493-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exxn4v
title: Occurrence Download

description: A dataset containing 102672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-70.99777 42.2961,-70.95314 42.27528,-70.94833 42.2829,-70.94833 42.258,-70.93597 42.26054,-70.8989 42.26664,-70.89203 42.26207,-70.89203 42.25622,-70.88516 42.25292,-70.87315 42.25889,-70.87143 42.2707,-70.87418 42.27426,-70.8934 42.27528,-70.89203 42.28493,-70.92688 42.3055,-70.93391 42.30931,-70.86937 42.32708,-70.85915 42.35885,-70.92512 42.35885,-70.96413 42.3555,-71.01974 42.32505,-71.0218 42.30778,-71.00601 42.30575,-70.99777 42.2961))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 102672 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018258-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udfd2s
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trimeresurus kanburiensis Smith, 1943"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019494-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4yr4c
title: Occurrence Download

description: A dataset containing 235938 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gasterosteus aculeatus Linnaeus, 1758"
 ]
}

 The dataset includes 235938 records from 643 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019458-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkjvuh
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "GeoDistance is in a distance of 0.5km from (-33.7,151.3)"
 ]
}

 The dataset includes 104 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019495-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14171822
title: modelforge curated dataset: tmQM

description: Curated tmQM Dataset:

Full dataset, version "full_dataset_v0":

This provides a curated hdf5 file for the tmQM dataset (release 13Aug2024) designed to be compatible with modelforge, an infrastructure to implement and train NNPs.  This datafile  includes 108541 unique molecules. Note, only a single configuration per unique molecule is provided.

 

When applicable, the units of properties are provided in the datafile,  encoded as strings compatible with the openff-units package.  For more information about the structure of the data file, please see the following:



https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module


This curated dataset was generated using the modelforge software at commit <add commit>:



Link to the source code at this commit: <add commit>

Link to the script file used to generate the dataset: <add commit>
DOI: 10.5281/zenodo.14171841
title: modelforge curated dataset: tmQM

description: Curated tmQM Dataset:

1000 conformer test set, version "nc_1000_v0":

This provides a curated hdf5 file for the tmQM dataset (release 13Aug2024) designed to be compatible with modelforge, an infrastructure to implement and train NNPs.  This datafile includes a subset of the full dataset, providing 1000 unique molecules (of the 108541 in the full dataset). Note, only a single configuration per unique molecule is provided.  This small subset is primarily intended for testing purpose.

 

When applicable, the units of properties are provided in the datafile,  encoded as strings compatible with the openff-units package.  For more information about the structure of the data file, please see the following:



https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module


This curated dataset was generated using the modelforge software at commit <add commit>:



Link to the source code at this commit: <add commit>

Link to the script file used to generate the dataset: <add commit>
DOI: 10.5281/zenodo.14177823
title: modelforge curated dataset: tmQM

description: Curated tmQM Dataset:

Full dataset, version "full_dataset_v1":

This provides a curated hdf5 file for the tmQM dataset (release 13Aug2024) designed to be compatible with modelforge, an infrastructure to implement and train NNPs.  This datafile includes 108541 unique molecules. Note, only a single configuration per unique molecule is provided.  

Change from full_dataset_v0: fixed minor labeling bug and scaling issue in the scaled version of the computed dipole moment.

When applicable, the units of properties are provided in the datafile,  encoded as strings compatible with the openff-units package.  For more information about the structure of the data file, please see the following:



https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module


This curated dataset was generated using the modelforge software at commit <add commit>:



Link to the source code at this commit: <add commit>

Link to the script file used to generate the dataset: <add commit>
DOI: 10.15468/dl.srw7wt
title: Occurrence Download

description: A dataset containing 1398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ghana",
 "TaxonKey is Psittacula krameri (Scopoli, 1769)"
 ]
}

 The dataset includes 1398 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019496-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14171821
title: modelforge curated dataset: tmQM

description: Curated tmQM Dataset:

Full dataset, version "full_dataset_v1":

This provides a curated hdf5 file for the tmQM dataset (release 13Aug2024) designed to be compatible with modelforge, an infrastructure to implement and train NNPs.  This datafile includes 108541 unique molecules. Note, only a single configuration per unique molecule is provided.  

Change from full_dataset_v0: fixed minor labeling bug and scaling issue in the scaled version of the computed dipole moment.

When applicable, the units of properties are provided in the datafile,  encoded as strings compatible with the openff-units package.  For more information about the structure of the data file, please see the following:



https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module


This curated dataset was generated using the modelforge software at commit <add commit>:



Link to the source code at this commit: <add commit>

Link to the script file used to generate the dataset: <add commit>
DOI: 10.5281/zenodo.14177759
title: modelforge curated dataset: tmQM

description: Curated tmQM Dataset:

1000 conformer test set, version "nc_1000_v1":

This provides a curated hdf5 file for the tmQM dataset (release 13Aug2024) designed to be compatible with modelforge, an infrastructure to implement and train NNPs.  This datafile includes a subset of the full dataset, providing 1000 unique molecules (of the 108541 in the full dataset). Note, only a single configuration per unique molecule is provided.  This small subset is primarily intended for testing purpose.

Changes: fixed minor labeling bug and scaling issue in the scaled version of the computed dipole moment.

When applicable, the units of properties are provided in the datafile,  encoded as strings compatible with the openff-units package.  For more information about the structure of the data file, please see the following:



https://github.com/choderalab/modelforge/wiki/Dataset-and-curation#curation-module


This curated dataset was generated using the modelforge software at commit <add commit>:



Link to the source code at this commit: <add commit>

Link to the script file used to generate the dataset: <add commit>
DOI: 10.15468/dl.us5b6d
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal BC Museum - Herbarium (V)",
 "TaxonKey is Oenothera pallida Lindl."
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019497-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14177741
title: 19169_2020_09_09_downUpshift_2_0_2_glu_ura8_phl_mig1_phl_msn2_03 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.5281/zenodo.14177742
title: 19169_2020_09_09_downUpshift_2_0_2_glu_ura8_phl_mig1_phl_msn2_03 (part 2)

description: High throughput time lapse experiment. Details can be found on the 'txt' files inside.
DOI: 10.15468/dl.42rf5p
title: Occurrence Download

description: A dataset containing 28890 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ludwigia peploides (Kunth) P.H.Raven"
 ]
}

 The dataset includes 28890 records from 769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019499-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ojx9v9
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies hickelii Flous & Gaussen",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8pbhp
title: Occurrence Download

description: A dataset containing 71637 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, b8323864-602a-4a7d-9127-bb903054e97d)",
 "TaxonKey is Sphecidae"
 ]
}

 The dataset includes 71637 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029898-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.minc3p
title: Occurrence Download

description: A dataset containing 29503 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reithrodontomys megalotis (Baird, 1857)"
 ]
}

 The dataset includes 29503 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ug5gt2
title: Occurrence Download

description: A dataset containing 30787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Eupsittula canicularis (Linnaeus, 1758)"
 ]
}

 The dataset includes 30787 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029891-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11104412
title: Dataset de entrenamiento para un Modelo tipológico de juguete para clasificar fragmentos cerámicos basado en Machine Learning

description: Este dataset contiene información sobre 577 fragmentos de cerámica arqueológica de Colombia  usada para entrenar un modelo tipológico de juguete basado en aprendizaje de máquinas
DOI: 10.5281/zenodo.11104413
title: Dataset de entrenamiento para un Modelo tipológico de juguete para clasificar fragmentos cerámicos basado en Machine Learning

description: Este dataset contiene información sobre 577 fragmentos de cerámica arqueológica de Colombia  usada para entrenar un modelo tipológico de juguete basado en aprendizaje de máquinas
DOI: 10.15468/dl.essthx
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triclaria malachitacea (Spix, 1824)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 124 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pg9f6g
title: Occurrence Download

description: A dataset listing the 141 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis Linnaeus, 1758"
 ]
}

 The dataset's 141 records were derived from 769 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034748-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0oyfjr
title: Occurrence Download

description: A dataset containing 17846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 {
 "or" : [
 "TaxonKey is Alternanthera philoxeroides (Mart.) Griseb.",
 "TaxonKey is Alopochen aegyptiaca (Linnaeus, 1766)",
 "TaxonKey is Acer negundo L."
 ]
 }
 ]
}

 The dataset includes 17846 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsnznb
title: Occurrence Download

description: A dataset containing 9275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Lobelia inflata L.",
 "Year 1963-2023"
 ]
}

 The dataset includes 9275 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029903-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2flgh
title: Occurrence Download

description: A dataset containing 1019 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Amphipoda Hyperiidea of the Southern Ocean: catalogue and occurrences"
 ]
}

 The dataset includes 1019 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003634-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxxedr
title: Occurrence Download

description: A dataset containing 893224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (c8d737e0-2ff8-42e8-b8fc-6b805d26fc5f, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, d3978a37-635a-4ae3-bb85-7b4d41bc0b88, b8323864-602a-4a7d-9127-bb903054e97d)",
 "TaxonKey is Syrphidae"
 ]
}

 The dataset includes 893224 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029893-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.