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

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((36.70806 36.90703,51.13515 36.90703,51.13515 48.5101,36.70806 48.5101,36.70806 36.90703))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vaccinium uliginosum"
 ]
}

 The dataset includes 44 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019623-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nn6agp
title: Occurrence Download

description: A dataset containing 62730968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "Year 2000-2025"
 ]
}

 The dataset includes 62730968 records from 1681 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019589-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8vk-qse-9vd
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/35k-myx-fqz
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxv-aj3-c0h
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzj-cd3-875
title: †Lepidorbitoides campaniensis van Gorsel, 1973

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mfg-0l3-x5y
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qwt-x5l-psw
title: Amphistegina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4l4-a0h-5y3
title: †Discocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n17-axs-fc4
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5gw-rtv-kn2
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/93n-r22-mbs
title: †Fusulinidae Möller, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h4g-la4-r9c
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/231-xvh-bxs
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/725-ywx-tmy
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fr7-xcj-m5a
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqm-vn3-jcc
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3th-c1p-ldn
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4e3-tje-dyb
title: †Discocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16892291
title: Estimation of Fertility in Urban Muslims

description: In this paper, an attempt is made to project the fertility trends among urban Muslims Women of reproductive age group 15-44 years through estimation of fertility measures such as Crude Birth Rate (CBR), Age Specific Fertility Rate (ASFR), Total Fertility Rate (TFR) and Gross Reproductive Rate (GRR) from the data obtained on fertility survey of 300 sample Muslim households of particularly Azamgarh city situated in Eastern part of U.P. (India).
DOI: 10.5281/zenodo.16892292
title: Estimation of Fertility in Urban Muslims

description: In this paper, an attempt is made to project the fertility trends among urban Muslims Women of reproductive age group 15-44 years through estimation of fertility measures such as Crude Birth Rate (CBR), Age Specific Fertility Rate (ASFR), Total Fertility Rate (TFR) and Gross Reproductive Rate (GRR) from the data obtained on fertility survey of 300 sample Muslim households of particularly Azamgarh city situated in Eastern part of U.P. (India).
DOI: 10.3535/lv4-e1e-713
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s0s-7ne-h8n
title: †Orbitoides d'Orbigny, in Lyell, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wjz-c71-8by
title: †Lepidocyclina Gümbel, 1870

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hkp-la7-12d
title: Lenticulina Lamarck, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yt7-xav-5sx
title: †Pseudosiderolites vidali (Douvillé, 1907)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.w6dsdj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plotosus papuensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018579-250811113504898/datasets/export for details.
DOI: 10.3535/ygn-90n-jyx
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j9x-cp6-m8j
title: †Globorotalia miocenica Palmer, 1945

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lwq-4lj-3tg
title: Globoconella inflata (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.16731624
title: Single breath-hold MRCP at 3T using a 3D T2-weighted TSE (3D SPACE) sequence for zero-shot learning reconstruction

description: Description

This dataset is the sample data for ZS_BH-MRCP (GitHub). Place this dataset in the "sample_data/" after clone the repository. 

Data

The provided a single breath-hold MRCP data was acquired at 3T (Lumina, Siemens Healthineers AG, Erlangen) using the 3D-SPACE (3D T2w TSE) sequence for a single healthy volunteer. The 3D MRCP data was decoupled along the fully-sampled readout direction using Fourier transform. The data in the HDF5 format contains the following structures:



Datasets



kdata: Acquired k-space data decoubled along the fully-sampled readout direction using Fourier transform (nCoil x Phase Encoding x Readout (decoupled) x Partition Encoding)

sm_espirit: ESPIRiT-based sensitivity maps (nCoil x Phase Encoding x Readout (decoupled) x Partition Encoding)

cs: L1-wavelet compressed sensing reconstruction (Oversampled-Cropped Phase Encoding x Readout x Partition Encoding)



Attribute



recon_crop_size: The size of the reconstructed image cropping over-sampled in the phase encoding direction




Citation

This work has been submitted for publication and is currently under revision. Until the peer-reviewed version is available, please cite the preprint on arXiv (Kim et al., 2025).

Kim, J., Nickel, M. D., & Knoll, F. (2025). Zero‑shot self‑supervised learning of single breath‑hold magnetic resonance cholangiopancreatography (MRCP) reconstruction. arXiv. https://doi.org/10.48550/arXiv.2508.09200
DOI: 10.5281/zenodo.16731625
title: Single breath-hold MRCP at 3T using a 3D T2-weighted TSE (3D SPACE) sequence for zero-shot learning reconstruction

description: Description

This dataset is the sample data for ZS_BH-MRCP (GitHub). Place this dataset in the "sample_data/" after clone the repository. 

Data

The provided a single breath-hold MRCP data was acquired at 3T (Lumina, Siemens Healthineers AG, Erlangen) using the 3D-SPACE (3D T2w TSE) sequence for a single healthy volunteer. The 3D MRCP data was decoupled along the fully-sampled readout direction using Fourier transform. The data in the HDF5 format contains the following structures:



Datasets



kdata: Acquired k-space data decoubled along the fully-sampled readout direction using Fourier transform (nCoil x Phase Encoding x Readout (decoupled) x Partition Encoding)

sm_espirit: ESPIRiT-based sensitivity maps (nCoil x Phase Encoding x Readout (decoupled) x Partition Encoding)

cs: L1-wavelet compressed sensing reconstruction (Oversampled-Cropped Phase Encoding x Readout x Partition Encoding)



Attribute



recon_crop_size: The size of the reconstructed image cropping over-sampled in the phase encoding direction




Citation

This work has been submitted for publication and is currently under revision. Until the peer-reviewed version is available, please cite the preprint on arXiv (Kim et al., 2025).

Kim, J., Nickel, M. D., & Knoll, F. (2025). Zero‑shot self‑supervised learning of single breath‑hold magnetic resonance cholangiopancreatography (MRCP) reconstruction. arXiv. https://doi.org/10.48550/arXiv.2508.09200
DOI: 10.15468/dl.74tgpw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018580-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/84v-3lx-t84
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hh5-86g-8d7
title: †Orbitoides d'Orbigny, in Lyell, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.3au95h
title: Occurrence Download

description: A dataset containing 354196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Erica tetralix"
 ]
}

 The dataset includes 354196 records from 803 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018479-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/24y-b80-xt9
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7k8-tdz-twy
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mjn-s8a-cgx
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.yfj7re
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018581-250811113504898/datasets/export for details.
DOI: 10.3535/epv-j7x-w1s
title: †Gryphaea Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pw6-qxt-cae
title: †Gryphaea Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/8807272
title: [🍅Rotten Tomatoes]Best Boxing🥊Movies Of All Time
DOI: 10.26179/zs9v-ak70
title: RPA flight log data for 141 flights undertaken during the Investigator ENRICH voyage 2019
DOI: 10.15468/dl.5g4r6z
title: Occurrence Download

description: A dataset containing 1833 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((57.8578 38.14247,163.65625 38.14247,163.65625 76.95839,57.8578 76.95839,57.8578 38.14247))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rana amurensis Boulenger, 1886"
 ]
}

 The dataset includes 1833 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003050-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsmz9a
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zingiber spectabile Griff."
 ]
}

 The dataset includes 56 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003051-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwdwaj
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oligodon pseudotaeniatus David, Vogel & Van Rooijen, 2008",
 "Year 2000-2024"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003052-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4kfgjn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Schistura udomritthiruji Bohlen & Ŝlechtová, 2010",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003053-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39shpx
title: Occurrence Download

description: A dataset containing 9672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "TaxonKey is Chalcophaps indica (Linnaeus, 1758)"
 ]
}

 The dataset includes 9672 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003054-240626123714530/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.22586926.v4
title: Source data for: Land-use changes influence thermal performance and climate resilience through altered population demography in a social beetle species

description: This dataset includes the source data for the study "Land-use changes influence thermal performance and climate resilience through altered population demography in a social beetle species", as well as the R code for data analysis and a readme file for the dataset.
DOI: 10.15468/dl.t4jrtv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Siamthelphusa paviei (De Man, 1898)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003055-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds004718.v1.0.6
title: Le Petit Prince Hong Kong: Naturalistic fMRI and EEG dataset from older Cantonese speakers
DOI: 10.12755/mwit.fas.2023.62
title: เทคนิคการหาอนุพันธ์ของฟังก์ชัน-สูตรพื้นฐาน
DOI: 10.12755/mwit.fas.2023.63
title: เทคนิคการหาอนุพันธ์ของฟังก์ชัน-อนุพันธ์ของฟังก์ชันตรีโกณมิติ
DOI: 10.5281/zenodo.12566027
title: Raw Data for Mapping Repositories and their Institutional Open Science Policies in Asia

description: Persistent Identifiers (PIDs), particularly Digital Object Identifiers (DOIs), are crucial for establishing a robust and globally accessible research infrastructure. In Asia, a diverse array of research outputs and resources are produced and published in repositories. However, a significant number of these repositories, and outputs remain undiscoverable in global registries and aggregators. These three datasets provides comprehensive information on the adoption of repositories, Open Access mandates, and DOIs adoption in Asian countries. It includes detailed records from different registry sources and repository platforms.You can read the full report titled 'Mapping Repositories and their Institutional Open Science Policies in Asia' at https://doi.org/10.5281/zenodo.12566244
DOI: 10.5281/zenodo.12577034
title: Synthetic Design-Related Data

description: To produce a domain-specific dataset, GPT-4 is assigned the role of an engineering design expert. Furthermore, the ontology, which signifies the design process and design entities, is integrated into the prompts to label the synthetic dataset and enhance the GPT model's grasp of the conceptual design process and domain-specific knowledge. Additionally, the CoT prompting technique compels the GPT models to clarify their reasoning process, thereby fostering a deeper understanding of the tasks.



synthetic_data_1200_few: dataset generated under few-shot setting with 1200 sequences

synthetic_data_1200_zero: dataset generated under zero-shot setting with 1200 sequences

synthetic_data_4800_zero: dataset generated under zero-shot setting with 4800 sequences
DOI: 10.5281/zenodo.12577035
title: Synthetic Design-Related Data

description: To produce a domain-specific dataset, GPT-4 is assigned the role of an engineering design expert. Furthermore, the ontology, which signifies the design process and design entities, is integrated into the prompts to label the synthetic dataset and enhance the GPT model's grasp of the conceptual design process and domain-specific knowledge. Additionally, the CoT prompting technique compels the GPT models to clarify their reasoning process, thereby fostering a deeper understanding of the tasks.



synthetic_data_1200_few: dataset generated under few-shot setting with 1200 sequences

synthetic_data_1200_zero: dataset generated under zero-shot setting with 1200 sequences

synthetic_data_4800_zero: dataset generated under zero-shot setting with 4800 sequences
DOI: 10.15468/dl.dpw5jv
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alpinia purpurata (Vieill.) K.Schum."
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003056-240626123714530/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.26122743
title: Additional file 1 of Long noncoding RNA TMPO-AS1 upregulates BCAT1 expression to promote cell proliferation in nasopharyngeal carcinoma via microRNA let-7c-5p

description: Additional file 1. Supplementary figure 1-3: RNA gel images for subcellular RNA fractionation assay.
DOI: 10.6084/m9.figshare.26122743.v1
title: Additional file 1 of Long noncoding RNA TMPO-AS1 upregulates BCAT1 expression to promote cell proliferation in nasopharyngeal carcinoma via microRNA let-7c-5p

description: Additional file 1. Supplementary figure 1-3: RNA gel images for subcellular RNA fractionation assay.
DOI: 10.15468/dl.zavh56
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Protemblemaria punctata Cervigón, 1966"
 ]
}

 The dataset includes 13 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003057-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/ds/5297013
title: [🍅Rotten Tomatoes] Essential Zombie 🧟 Movies
DOI: 10.15468/dl.98nfpg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mekhongthelphusa brandti (Bott, 1968)",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003060-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ys3zeu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Demanietta huahin Yeo, Naiyanetr & Ng, 1999",
 "Year 2000-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003061-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crjbg7
title: Occurrence Download

description: A dataset containing 11332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "TaxonKey is Elminiidae"
 ]
}

 The dataset includes 11332 records from 153 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003062-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn9ryh
title: Occurrence Download

description: A dataset containing 3188293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malaysia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3188293 records from 945 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003058-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.