cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yefsm4
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hyla truncata Izecksohn, 1959"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075952-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ncaeh
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Toona fargesii A.Chev."
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075954-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g46ywa
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron multicolor Miq."
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075955-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13349251
title: Supporting Metadata - Data recorded over Calcutta and Siliguri

description: This data contains supporting metadata for a research article.
DOI: 10.5281/zenodo.13349252
title: Supporting Metadata - Data recorded over Calcutta and Siliguri

description: This data contains supporting metadata for a research article.
DOI: 10.6084/m9.figshare.26789350.v1
title: StackIL10 Prediction

description: To build the prediction model for Interleukin-10 (IL-10), we used a benchmark dataset sourced from the IEDB database, as compiled by Nagpal G. et al. This dataset includes data on antibody and T-cell epitopes derived from experimental studies.
DOI: 10.6084/m9.figshare.26789350
title: StackIL10 Prediction

description: To build the prediction model for Interleukin-10 (IL-10), we used a benchmark dataset sourced from the IEDB database, as compiled by Nagpal G. et al. This dataset includes data on antibody and T-cell epitopes derived from experimental studies.
DOI: 10.15468/dl.ey9xex
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Crudia michelsonii J.Léonard)"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075956-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuve62
title: Occurrence Download

description: A dataset containing 61076918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((38.000 85.000, -27.000 85.000, -27.000 56.000, 38.000 56.000, 38.000 85.000))",
 "Year is greater than or equal to 2020"
 ]
}

 The dataset includes 61076918 records from 674 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075953-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g5nw4j
title: Occurrence Download

description: A dataset containing 357 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pachypodium rosulatum Baker"
 ]
}

 The dataset includes 357 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075957-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2hdsnc
title: CCDC 2306203: Experimental Crystal Structure Determination

description: Related Article: Vivek Kumar Mishra, Nikita Chaudhary, Chanchal Haldar|2024|Polyhedron|261|117108|doi:10.1016/j.poly.2024.117108
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.cc2hdsqf
title: CCDC 2306205: Experimental Crystal Structure Determination

description: Related Article: Vivek Kumar Mishra, Nikita Chaudhary, Chanchal Haldar|2024|Polyhedron|261|117108|doi:10.1016/j.poly.2024.117108
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.cc2hdsrg
title: CCDC 2306206: Experimental Crystal Structure Determination

description: Related Article: Vivek Kumar Mishra, Nikita Chaudhary, Chanchal Haldar|2024|Polyhedron|261|117108|doi:10.1016/j.poly.2024.117108
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.3y9juu
title: Occurrence Download

description: A dataset containing 1337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Amaranthus palmeri S.Watson",
 "Year 2019-2024"
 ]
}

 The dataset includes 1337 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075958-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5kd1qx5h
title: MassIVE MSV000095653 - Differential expression of proteins due to Cobalt(II) Chloride induced pseudohypoxia in Jurkat cells
title: To demonstrate the mechanisms underlying Cobalt(II) Chloride driven pseudohypoxia, proteomic dysregulations were studied in a human T-cell Lymphoma cell line (Jurkat). This proteomics data generated the abundance ratios of proteins in CoCl2 treated versus untreated Jurkat cells. Concisely, Jurkat cells were treated with CoCl2 (50uM) in complete RPMI media. Tryptic digested and desalted peptide samples were injected in Thermoscientific Q-Exactive Plus instruments through EasyNLC HPLC autosampler. The instruments were set to MS1 resolution of 70000 and MS2 resolution of 17500. The acquisition experiments were optimized to run on 2 hours gradients. The MS spectra were analyzed using the Thermoscientific mass informatics platform Proteome discoverer version 2.2. The common workflows for discovery proteomics were used with Mascot and SequestHT. This dataset assisted in identifying the pseudohypoxia-driven changes in lymphoma progression and revealed many druggable targets in the context of metastasis in T-cell malignanices.
DOI: 10.6084/m9.figshare.26789320
title: Data from Master thesis: " Determining priority areas for conservation: a spatially explicit approach applied to Alpine flora."

description: Thanks to the Prioritizr package on RStudio, we defined protected areas in Switzerland for the conservation of three taxa (spermatophytes, bryophytes and pteridophytes).We also evaluated the use of spermatophyte like umbrella species for the bryophytes and pteridohytes, which are often forgotten in conservation plans.
DOI: 10.15468/dl.6emaag
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Phoebe bournei (Hemsl.) Yen C.Yang"
 ]
}

 The dataset includes 196 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075959-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42wza7
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "Geometry POLYGON((16.50447 50.40717,16.49388 50.4881,16.305 50.50944,16.2238 50.45215,16.36855 50.40042,16.50447 50.40717))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (218534d0-925e-11da-8900-b8a03c50a862, e3f07310-a215-11da-beae-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 43a26bbf-466a-4335-96cc-01d0656c614a, 920d45a3-5110-4b25-bfa3-61bb2f17b1a3, 9d0b1faa-c854-4bbf-a94d-3dd1665874a5, 5480dea7-2a71-409b-a832-cbc5f1b5a2e6, ccc2e3ec-98ba-4e74-878d-7dcf0f57baba, d2519a48-9ed7-4e86-8692-338cfc214629)",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 867 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075960-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yczef6
title: Occurrence Download

description: A dataset containing 164 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "Geometry POLYGON((16.50447 50.40717,16.49388 50.4881,16.305 50.50944,16.2238 50.45215,16.36855 50.40042,16.50447 50.40717))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (218534d0-925e-11da-8900-b8a03c50a862, e3f07310-a215-11da-beae-b8a03c50a862, c76cf030-2a95-11da-9cc1-b8a03c50a862, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 43a26bbf-466a-4335-96cc-01d0656c614a, 920d45a3-5110-4b25-bfa3-61bb2f17b1a3, 9d0b1faa-c854-4bbf-a94d-3dd1665874a5, 5480dea7-2a71-409b-a832-cbc5f1b5a2e6, ccc2e3ec-98ba-4e74-878d-7dcf0f57baba, d2519a48-9ed7-4e86-8692-338cfc214629)",
 "TaxonKey is Basidiomycota"
 ]
}

 The dataset includes 164 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075961-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7qy5u
title: Occurrence Download

description: A dataset containing 518 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Africa, Europe, Asia)",
 "DatasetKey is one of (Observation.org, Nature data from around the World, International Barcode of Life project (iBOL), iNaturalist Research-grade Observations)",
 "TaxonKey is Rhipicephalus sanguineus Latreille, 1806"
 ]
}

 The dataset includes 518 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075963-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/181
title: Dataset associated with 'Homochiral self-sorted and emissive Ir(III) metallo-cryptophanes'

description: Self-assembly of [Ir(ppy)L2] metallo-cages where ppy = 2-phenylpyridinato and L = (±)-tris(isonicotinoyl)-cyclotriguaiacylene, or (±)-tris(4-pyridyl-methyl)-cyclotriguaiacylene, with structural and spectroscopy characterisation including emissive properties.
DOI: 10.5281/zenodo.13349374
title: Supplementary material of Investigating User Feedback from a Crowd in Requirements Management in Software Ecosystems
DOI: 10.5281/zenodo.13349375
title: Supplementary material of Investigating User Feedback from a Crowd in Requirements Management in Software Ecosystems
DOI: 10.15468/dl.ukbx9e
title: Occurrence Download

description: A dataset containing 229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Living Specimen, Fossil)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Salix brachista C.K.Schneid., Salix pominica Z.Wang & P.Y.Fu)"
 ]
}

 The dataset includes 229 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075964-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9avk6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Cryptosepalum ambamense Letouzey)"
 ]
}

 The dataset includes 0 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075966-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4ygz5
title: Occurrence Download

description: A dataset containing 1341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhododendron multiflorum (Maxim.) Craven"
 ]
}

 The dataset includes 1341 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075965-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywnrgw
title: Occurrence Download

description: A dataset containing 46384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA",
 "Geometry POLYGON((6.11513 41.97006,15.17657 41.97006,15.17657 47.54553,6.11513 47.54553,6.11513 41.97006))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 46384 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075962-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mw67w6
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is Georgia",
 "TaxonKey is Callophrys irus (Godart, 1824)"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075967-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13318701
title: System Fingerprint Recognition for Deepfake Audio (SFR) - Clean Set

description: The rapid progress of deep speech synthesis models has posed significant threats to society such as malicious manip

ulation of content. This has led to an increase in studies aimed at detecting so-called “deepfake audio”. However, existing works

focus on the binary detection of real audio and fake audio. In real-world scenarios such as model copyright protection and

digital evidence forensics, it is needed to know what tool or model generated the deepfake audio to explain the decision. This

motivates us to ask: ‘Can we recognize the system fingerprints of deepfake audio?’ In this paper, we present the first deepfake

audio dataset for System Fingerprint Recognition (SFR) and conduct an initial investigation. We collected the dataset from

the speech synthesis systems of seven Chinese vendors that use the latest state-of-the-art deep learning technologies, including

both clean and compressed sets. In addition, we provide extensive benchmarks and research findings to facilitate the further development of system fingerprint recognition methods. The dataset is publicly available. 

 

The subsets 01, 02, and 03 represent the training set, development set, and test set, respectively.

 



This data set is licensed with a CC BY-NC-ND 4.0 license.
DOI: 10.5281/zenodo.13318702
title: System Fingerprint Recognition for Deepfake Audio (SFR) - Clean Set

description: The rapid progress of deep speech synthesis models has posed significant threats to society such as malicious manip

ulation of content. This has led to an increase in studies aimed at detecting so-called “deepfake audio”. However, existing works

focus on the binary detection of real audio and fake audio. In real-world scenarios such as model copyright protection and

digital evidence forensics, it is needed to know what tool or model generated the deepfake audio to explain the decision. This

motivates us to ask: ‘Can we recognize the system fingerprints of deepfake audio?’ In this paper, we present the first deepfake

audio dataset for System Fingerprint Recognition (SFR) and conduct an initial investigation. We collected the dataset from

the speech synthesis systems of seven Chinese vendors that use the latest state-of-the-art deep learning technologies, including

both clean and compressed sets. In addition, we provide extensive benchmarks and research findings to facilitate the further development of system fingerprint recognition methods. The dataset is publicly available. 

 

The subsets 01, 02, and 03 represent the training set, development set, and test set, respectively.

 



This data set is licensed with a CC BY-NC-ND 4.0 license.
DOI: 10.34770/p8kv-q350
title: Fermi-LAT Example Data and Template

description: A subset of the Fermi-LAT public data for use with NPTFit:
 https://github.com/bsafdi/NPTFit The data here is for use with the Jupyter
 example notebooks provided with the main code. Details of the files
 provided are given below. All files are provided as numpy arrays binned as
 nside=128 HEALPix maps. For the full public data, see:
 http://fermi.gsfc.nasa.gov/ssc/data/access/ A detailed description of the
 files is provided in the included README.txt.
DOI: 10.5281/zenodo.13340665
title: System Fingerprint Recognition for Deepfake Audio (SFR) - Compressed Set

description: The rapid progress of deep speech synthesis models has posed significant threats to society such as malicious manip

ulation of content. This has led to an increase in studies aimed at detecting so-called “deepfake audio”. However, existing works

focus on the binary detection of real audio and fake audio. In real-world scenarios such as model copyright protection and

digital evidence forensics, it is needed to know what tool or model generated the deepfake audio to explain the decision. This

motivates us to ask: ‘Can we recognize the system fingerprints of deepfake audio?’ In this paper, we present the first deepfake

audio dataset for System Fingerprint Recognition (SFR) and conduct an initial investigation. We collected the dataset from

the speech synthesis systems of seven Chinese vendors that use the latest state-of-the-art deep learning technologies, including

both clean and compressed sets. In addition, we provide extensive benchmarks and research findings to facilitate the further development of system fingerprint recognition methods. The dataset is publicly available. 

 

The subsets 01, 02, and 03 represent the training set, development set, and test set, respectively.

 



This data set is licensed with a CC BY-NC-ND 4.0 license.
DOI: 10.5281/zenodo.13340666
title: System Fingerprint Recognition for Deepfake Audio (SFR) - Compressed Set

description: The rapid progress of deep speech synthesis models has posed significant threats to society such as malicious manip

ulation of content. This has led to an increase in studies aimed at detecting so-called “deepfake audio”. However, existing works

focus on the binary detection of real audio and fake audio. In real-world scenarios such as model copyright protection and

digital evidence forensics, it is needed to know what tool or model generated the deepfake audio to explain the decision. This

motivates us to ask: ‘Can we recognize the system fingerprints of deepfake audio?’ In this paper, we present the first deepfake

audio dataset for System Fingerprint Recognition (SFR) and conduct an initial investigation. We collected the dataset from

the speech synthesis systems of seven Chinese vendors that use the latest state-of-the-art deep learning technologies, including

both clean and compressed sets. In addition, we provide extensive benchmarks and research findings to facilitate the further development of system fingerprint recognition methods. The dataset is publicly available. 

 

The subsets 01, 02, and 03 represent the training set, development set, and test set, respectively.

 



This data set is licensed with a CC BY-NC-ND 4.0 license.
DOI: 10.25505/fiz.icsd.cc2j978c
title: CSD 2332572: Experimental Crystal Structure Determination

description: Related Article: Yuhan Hu, Xi Xu, Ruixi Wang, Jingyun Han, Shunsong Zhang, Shuhui Zhan, Jingyu Guo, Li-Ming Wu, Ling Chen|2024|Inorg.Chem.Front.|11|5648|doi:10.1039/D4QI01203H
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2jbx3x
title: CSD 2334179: Experimental Crystal Structure Determination

description: Related Article: Jingyu GUO|2024|ICSD Communication|||
description: Related Article: Yuhan Hu, Xi Xu, Ruixi Wang, Jingyun Han, Shunsong Zhang, Shuhui Zhan, Jingyu Guo, Li-Ming Wu, Ling Chen|2024|Inorg.Chem.Front.|11|5648|doi:10.1039/D4QI01203H
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.jxz64n
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Xenohyla truncata (Izecksohn, 1959)"
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075970-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n37dt
title: Occurrence Download

description: A dataset containing 59729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Living Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cardamine impatiens L."
 ]
}

 The dataset includes 59729 records from 848 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075969-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.