cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ngheet
title: Occurrence Download

description: A dataset containing 1815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Torpedo torpedo (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1815 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054889-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txf25t
title: Occurrence Download

description: A dataset containing 7405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithospermum incisum Lehm.",
 "Geometry POLYGON((-109 26, -87 26, -87 44, -109 44, -109 26))"
 ]
}

 The dataset includes 7405 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054888-241126133413365/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.28121318
title: diversity_manuscript_dataset.xlsx

description: Dataset to a manuscript entitled "Factors driving changes and diversity of nestling diet in a small passerine".
DOI: 10.6084/m9.figshare.28121318.v1
title: diversity_manuscript_dataset.xlsx

description: Dataset to a manuscript entitled "Factors driving changes and diversity of nestling diet in a small passerine".
DOI: 10.15468/dl.neyh7n
title: Occurrence Download

description: A dataset containing 4865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synodus myops (Forster, 1801)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 4865 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054890-241126133413365/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.28124567
title: <b>Comparative Analysis of Precipitation Microphysics Near the Land-Sea Boundary Regions of Eastern and Western India: Insights from Disdrometer and GPM Measurements</b>

description: ● Rain and microphysical parameters differ markedly between the land-sea boundary regions of eastern and western India.● GPM DPR does not fully capture the entire spectrum of DSD, particularly at higher rain rates.● Empirical relationships governing DSD vary significantly between the two study regions.
DOI: 10.5281/zenodo.14588943
title: CIFAR10 statistics and PCA

description: CIFAR10 mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

CIFAR10's covariance matrix's eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy), eand CIFAR10's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were used in [1].

[1] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.
DOI: 10.5281/zenodo.14588944
title: CIFAR10 statistics and PCA

description: CIFAR10 mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

CIFAR10's covariance matrix's eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy), eand CIFAR10's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were used in [1].

[1] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.
DOI: 10.5281/zenodo.14589326
title: dictyopteris_delicatula_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14589327
title: dictyopteris_delicatula_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.b8mpjy
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melilotus alba Ledeb.",
 "Geometry POLYGON((-109 26, -87 26, -87 44, -109 44, -109 26))"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054891-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvj6j3
title: Occurrence Download

description: A dataset containing 2869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachinotus carolinus (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2869 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054892-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14589100
title: TinyImageNet statistics and PCA

description: TinyImageNet mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

TinyImageNet's covariance matrix's eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy) and TinyImageNet's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were used in [1]. The TinyImageNet dataset was presented in [2].

[1] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.

[2] Le, Ya, and Xuan Yang. "Tiny imagenet visual recognition challenge." CS 231N 7.7 (2015): 3.
DOI: 10.5281/zenodo.14589101
title: TinyImageNet statistics and PCA

description: TinyImageNet mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

TinyImageNet's covariance matrix's eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy) and TinyImageNet's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were used in [1]. The TinyImageNet dataset was presented in [2].

[1] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.

[2] Le, Ya, and Xuan Yang. "Tiny imagenet visual recognition challenge." CS 231N 7.7 (2015): 3.
DOI: 10.15468/dl.tyfsey
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimosa rupertiana B.L.Turner",
 "Geometry POLYGON((-109 26, -87 26, -87 44, -109 44, -109 26))"
 ]
}

 The dataset includes 56 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054893-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bx5y52
title: Occurrence Download

description: A dataset containing 2954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachinus draco Linnaeus, 1758",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2954 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054894-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8an2eh
title: Occurrence Download

description: A dataset containing 1492 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((4.78517 50.85302,4.78936 50.85424,4.79111 50.85466,4.79302 50.85523,4.79282 50.8556,4.79009 50.8563,4.78679 50.8563,4.78478 50.85586,4.78386 50.8554,4.78517 50.85302))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1492 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054895-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14589090
title: PathMNIST statistics and PCA

description: PathMNIST (64x64 resolution) mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

PathMNIST's covariance matrix's (64x64 resolution) eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy) and PathMNIST's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were computed from the PathMNIST dataset [1] and there used in [2].

[1] Yang, Jiancheng, et al. "Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification." Scientific Data 10.1 (2023): 41.

[2] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.
DOI: 10.5281/zenodo.14589091
title: PathMNIST statistics and PCA

description: PathMNIST (64x64 resolution) mean (mean_reshaped.npy) and standard deviation (std_reshaped.npy) calculated on the training set;

PathMNIST's covariance matrix's (64x64 resolution) eigenvalues (eigenvalues.npy), the ratio of total variance explained by each principal component (eigenvalues_ratio.npy) and PathMNIST's principal components (pc_matrix.npy) computed using the normalized training dataset.

These items were computed from the PathMNIST dataset [1] and there used in [2].

[1] Yang, Jiancheng, et al. "Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification." Scientific Data 10.1 (2023): 41.

[2] Alice Bizeul, Thomas M. Sutter, Alain Ryser, Julius Von Kügelgen, Bernhard Schölkopf, Julia E. Vogt. Components Beat Patches: Eigenvector Masking for Visual Representation Learning. Oct, 2024.
DOI: 10.15468/dl.qwgnhw
title: Occurrence Download

description: A dataset containing 7150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panicum virgatum L.",
 "Geometry POLYGON((-109 26, -87 26, -87 44, -109 44, -109 26))"
 ]
}

 The dataset includes 7150 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054896-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14589339
title: lasiancistrus_guacharote_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.14589340
title: lasiancistrus_guacharote_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.udkxsp
title: Occurrence Download

description: A dataset containing 1236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trachipterus altivelis Kner, 1859",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1236 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054897-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tt545e
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Atractus carrioni Parker, 1930"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034183-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zrw65y
title: Occurrence Download

description: A dataset containing 398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nacerdes Dejean, 1834",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 398 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210863-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031120
title: Cuneiform Tablet 1913.14.1527, Spurlock 1913.14.1527

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1527; CDLI P421379 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) ❧ [Physical Object Note:] 3.5 x 2.6 x 1.4 cm (11 g)
DOI: 10.15468/dl.4bqmub
title: Occurrence Download

description: A dataset containing 2730861 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collections and observation data National Museum of Natural History Luxembourg"
 ]
}

 The dataset includes 2730861 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059341-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67sb9t
title: Occurrence Download

description: A dataset containing 426874 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 0,180 0,180 90,-180 90,-180 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vaccinium myrtillus L.",
 "Year 1950-2020"
 ]
}

 The dataset includes 426874 records from 500 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295067-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031006
title: Cuneiform Tablet 1913.14.1528, Spurlock 1913.14.1528

description: [Text Description:] Delivery of silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1528; CDLI P421380 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Light Brown (5YR 6/6) -orangish discoloration Medium Gray (N 5.5/ 24.6% R) -dark discoloration ❧ [Physical Object Note:] 5.2 x 3.8 x 1.9 cm (40 g)
DOI: 10.15468/dl.5rwjwu
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abraxas sylvata (Scopoli, 1763)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 92 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0210866-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uz7d3n
title: Occurrence Download

description: A dataset containing 20010 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Picumnus cirratus Temminck, 1825"
 ]
}

 The dataset includes 20010 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047688-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031523
title: Cuneiform Tablet 1913.14.1530, Spurlock 1913.14.1530

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1530; CDLI P421382 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Reddish Gray (10R 5/1) -discoloration ❧ [Physical Object Note:] 6.8 x 4.1 x 2.3 cm (60 g)
DOI: 10.15468/dl.22p8cw
title: Occurrence Download

description: A dataset containing 336909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 0,180 0,180 90,-180 90,-180 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycopodiales",
 "Year 1950-2020"
 ]
}

 The dataset includes 336909 records from 741 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295075-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efmne6
title: Occurrence Download

description: A dataset containing 2239 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hydrocotyle leucocephala Cham. & Schltdl."
 ]
}

 The dataset includes 2239 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249652-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112031344
title: Cuneiform Tablet 1913.14.1530, Spurlock 1913.14.1530

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1530; CDLI P421382 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (10YR 8/2) -body Reddish Gray (10R 5/1) -discoloration ❧ [Physical Object Note:] 6.8 x 4.1 x 2.3 cm (60 g)
DOI: 10.15468/dl.q3ek6j
title: Occurrence Download

description: A dataset containing 24959621 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Brazil"
 ]
}

 The dataset includes 24959621 records from 4561 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0286813-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1195923.10fu
title: SH1195923.10FU

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/sh1195924.10fu
title: SH1195924.10FU

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/sh1195925.10fu
title: SH1195925.10FU

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/sh1195926.10fu
title: SH1195926.10FU

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.