cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc4bkbb
title: CCDC 129311: Experimental Crystal Structure Determination

description: Related Article: S.A.Warda|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|1588|doi:10.1107/S0108270197008275
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/cc4bk99
title: CCDC 129310: Experimental Crystal Structure Determination

description: Related Article: S.A.Warda|1997|Acta Crystallogr.,Sect.C:Cryst.Struct.Commun.|53|1590|doi:10.1107/S0108270197008056
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.k7bvsp
title: Occurrence Download

description: A dataset containing 336871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhus typhina, Parthenocissus quinquefolia, Spiraea billardii, Prunus laurocerasus, Rosa rugosa, Spiraea alba, Pistia stratiotes, Solidago gigantea, Rubus armeniacus, Robinia pseudoacacia, Acer negundo, Ailanthus altissima, Alternanthera philoxeroides, Aponogeton distachyos, Arundo donax, Asclepias syriaca, Azolla filiculoides, Baccharis halimifolia, Cabomba caroliniana, Carpobrotus, Cotoneaster horizontalis, Egeria densa, Eichhornia crassipes, Elaeagnus angustifolia, Elodea canadensis, Elodea nuttallii, Fallopia baldschuanica, Fraxinus pennsylvanica, Gymnocoronis spilanthoides, Helianthus tuberosus, Helianthus laetiflorus, Heracleum mantegazzianum, Hydrilla verticillata, Hydrocotyle ranunculoides, Impatiens capensis, Impatiens glandulifera, Koenigia polystachya, Laburnum anagyroides, Lagarosiphon major, Lemna minuta, Lemna turionifera, Limnobium laevigatum, Reynoutria japonica, Myriophyllum rubricaule, Prunus serotina, Parthenocissus tricuspidata, Mahonia aquifolium, Parthenocissus inserta, Spiraea tomentosa, Spiraea douglasii, Reynoutria bohemica, Salvinia molesta, Myriophyllum heterophyllum, Rudbeckia laciniata, Ludwigia grandiflora, Reynoutria sachalinensis, Spiraea salicifolia, Solidago canadensis, Myriophyllum aquaticum, Ludwigia peploides, Zizania latifolia)",
 "Country is Belgium",
 "Year is greater than or equal to 2013",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 336871 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003390-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/edba-e294
title: "A Real World Textile AI Dataset for Textile Quality Inspection"

description: "The resulting dataset is comprised of digital images of fabrics. Images are acquired using industrial camera. Specification of camera is given as Machine Vision Camera Model No - VCXG.2-57C and Machine Vision Lens Size - 6mm M118FM16. It also has MACHINE VISION RING LIGHT Model No - CMVRL1366925240210 and Machine Vision Camera Enclosure Material and camera enclosure mounting bracket. The device is mounted on Setup furniture including mountable table and lights.  For model training, images from these directories were loaded and processed using ImageDataGenerator with a target size of 512x512 pixels and in batches of 32. The class_mode for data loading was set to 'categorical', and the class labels used for classification were derived directly from the directory structure of the training data. The dataset was designed to encompass various fabric faults such as broken pick, hole, missing pick, thick weft and perfect deformations. This project involved the systematic collection and annotation of fabric images to create a comprehensive dataset for fabric fault detection. The data collection process commenced with gathering a diverse dataset of fabric images, which included both defect-free samples and defective samples of various types and severities. Following collection, these images were meticulously annotated to clearly indicate defect locations and their specific types, which served as the fundamental input for subsequent supervised learning tasks.The reuse potential of this dataset and the system developed upon it is significant. The system is engineered to be scalable and adaptable to diverse fabric types, suggesting its applicability across different textile products and manufacturing lines. Its design facilitates easy integration into existing textile manufacturing processes, thereby improving quality control and mitigating human errors commonly associated with manual inspection methods. Furthermore, the dataset provides a robust foundation for future extensions of the system, such as incorporating the ability to detect other fabric faults. The project also envisions supporting real-time detection and classification of faults by integrating the system with cameras and sensors on textile production lines. This potential for broader application and continued development underscores the dataset's utility in advancing automated textile inspection.[1] Do not use words such as \u2018study\u2019, \u2018results\u2019, or \u2018conclusions\u2019 \u2013 a data article should only describe your data. Also, please ensure that the abstract differs from the description provided in the data repository."
DOI: 10.5281/zenodo.18217528
title: kmer indices for https://github.com/cancer-genomics/artemis_pipeline

description: kmer indices for use with https://github.com/cancer-genomics/artemis_pipeline

The github link above is an up-to-date code repository for the feature generation pipeline originally described in Annapragada et. al., Science Translational Medicine, 2024 ("Genome-wide repeat landscapes in cancer and cell-free DNA ", DOI: 10.1126/scitranslmed.adj928).

The zip files here are to be downloaded and used with that repository to generate repeat landscape features from whole genome sequencing data.
DOI: 10.5281/zenodo.18217527
title: kmer indices for https://github.com/cancer-genomics/artemis_pipeline

description: kmer indices for use with https://github.com/cancer-genomics/artemis_pipeline

The github link above is an up-to-date code repository for the feature generation pipeline originally described in Annapragada et. al., Science Translational Medicine, 2024 ("Genome-wide repeat landscapes in cancer and cell-free DNA ", DOI: 10.1126/scitranslmed.adj928).

The zip files here are to be downloaded and used with that repository to generate repeat landscape features from whole genome sequencing data.
DOI: 10.15468/dl.2jdg5k
title: Occurrence Download

description: A dataset containing 904255 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Urtica dioica",
 "Year 2000-2026"
 ]
}

 The dataset includes 904255 records from 3506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003389-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hcyxgn
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Indocalamus tessellatus (Munro) Keng f."
 ]
}

 The dataset includes 58 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007181-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nw63c
title: Occurrence Download

description: A dataset containing 3709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset includes 3709 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007182-250415084134356/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.28829603
title: DATA_EI.rar

description: <b>Strategic landfill site selection for sustainable waste management in Phu Yen Province, Vietnam, using geospatial technologies</b>
DOI: 10.5281/zenodo.15877431
title: Protocell Computing on Aragonite Substrates
DOI: 10.5281/zenodo.15877432
title: Protocell Computing on Aragonite Substrates
DOI: 10.15468/dl.r33n3y
title: Occurrence Download

description: A dataset containing 7397 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7397 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010335-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yy6vkf
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerodramus papuensis"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010333-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7238wc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea lotus",
 "Country is Central African Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010332-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15877368
title: APESV_locus_5326_sequences

description: Species-specific M1 and M2 primer pairs were designed based on locus no. 5326 of the Angiosperms353 probe set. The dataset contains sequences of the locus fragments that include primer binding sites of individuals sampled at different populations in Latvia.
DOI: 10.5281/zenodo.15877369
title: APESV_locus_5326_sequences

description: Species-specific M1 and M2 primer pairs were designed based on locus no. 5326 of the Angiosperms353 probe set. The dataset contains sequences of the locus fragments that include primer binding sites of individuals sampled at different populations in Latvia.
DOI: 10.5281/zenodo.15806422
title: spectral_files/Rocks/256

description: SOCRATES spectral file fitted to DACE opacities, created by Alex McGinty.

Bands: 256.

Line absorbers: H2, H2O, O2, SiO, SiO2 .

Continuum absorbers: H2O-H2O, H2-H2, O2-O2.
DOI: 10.5281/zenodo.15806423
title: spectral_files/Rocks/256

description: SOCRATES spectral file fitted to DACE opacities, created by Alex McGinty.

Bands: 256.

Line absorbers: H2, H2O, O2, SiO, SiO2 .

Continuum absorbers: H2O-H2O, H2-H2, O2-O2.
DOI: 10.15468/dl.mugmvx
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "DatasetKey is one of (Florabank1 - A grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region), INBO collaborator Occurrences of plants recorded in waarnemingen.be in Flanders, Belgium, VMM - Inland water macrophyte occurrences in Flanders, Belgium, iNaturalist Research-grade Observations, Contrat de Rivière - RIPARIAS: detection and management of aquatic invasive alien species)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphoides peltata",
 "Year 2020-2025"
 ]
}

 The dataset includes 96 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010334-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10889318
title: MD trajectories related to publication: PIP4K2C inhibition reverses autophagic flux arrest induced by SARS-Cov-2.

description: MD simulation raw data (PIP5K2C) related to publication: 

Karim, M., Mishra, M., Lo, CW. et al. PIP4K2C inhibition reverses autophagic flux impairment induced by SARS-CoV-2. Nat Commun 16, 6397 (2025). https://doi.org/10.1038/s41467-025-61759-1



Zipped tar archive (linux-tgz file) containing Desmond simulation trajectories of PIP4K2C in complex with RMC-113. Archive includes raw data of 10 replicas [2 us each] merged to single gromacs format xtc trajectory accompanied with topology cms-file. 


 

Files will be made accessible once the manuscript has been accepted.
DOI: 10.5281/zenodo.10889319
title: MD trajectories related to publication: PIP4K2C inhibition reverses autophagic flux arrest induced by SARS-Cov-2.

description: MD simulation raw data (PIP5K2C) related to publication: 

Karim, M., Mishra, M., Lo, CW. et al. PIP4K2C inhibition reverses autophagic flux impairment induced by SARS-CoV-2. Nat Commun 16, 6397 (2025). https://doi.org/10.1038/s41467-025-61759-1



Zipped tar archive (linux-tgz file) containing Desmond simulation trajectories of PIP4K2C in complex with RMC-113. Archive includes raw data of 10 replicas [2 us each] merged to single gromacs format xtc trajectory accompanied with topology cms-file. 


 

Files will be made accessible once the manuscript has been accepted.
DOI: 10.34740/kaggle/dsv/12464543
title: e-IPO Indonesia Data - Investment
DOI: 10.15468/dl.tu6qum
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010337-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wt72h6
title: Occurrence Download

description: A dataset containing 1214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aerodramus salangana"
 ]
}

 The dataset includes 1214 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010336-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48557/vcawud
title: Replication Data for: Behavioral inflexibility through overtraining is mediated by reduced mGluR1/5 signaling capacity in the dorsolateral striatum

description: Dataset for Figures: 1-S1; 2-S2; 3-S3; 4-S4; 5-S5
DOI: 10.15468/dl.vg9w8w
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010339-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a29ju5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puntius grayi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010338-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15855144
title: Long-term effects of an elephant-dominated browser community on the architecture of trees in a fenced reserve

description: This dataset contains the morphological measurements of all live trees sampled during the three phases of the survey, as well as the elephant utilisation index.This dataset is used in the analyses of the paper “Long-term effects of an elephant-dominated browser community on the architecture of trees in a fenced reserve” published in Biotropica (2025). DOI: "xxxxxxxxxxxxxxxxxxxxxxxxxxxx link of doi xxxxxxxxxxxxxxxxxxxxxxxxxxxx". [to be completed upon publication]
DOI: 10.7910/dvn/eebfsx
title: Data for: A warm Rydberg atom-based quadrature amplitude-modulated receiver

description: This dataset contains data for figures presented in the manuscript "A warm Rydberg atom-based quadrature amplitude-modulated receiver".

This research was funded in whole or in part by National Science Centre, Poland grant No. 2021/43/D/ST2/03114.
DOI: 10.15468/dl.q9tcx6
title: Occurrence Download

description: A dataset containing 4245 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pistacia vera"
 ]
}

 The dataset includes 4245 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010341-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfjxyt
title: Occurrence Download

description: A dataset containing 493 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bejaria mathewsii"
 ]
}

 The dataset includes 493 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010342-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq4yfa
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra cleopatrae"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010343-250711103210423/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.29557962
title: Test, simulation and theoretical design of soil-pile-LNG storage tank under seismic actions

description: A full containment Liquefied Natural Gas (LNG) storage tank, a coastal steel-concrete hybrid structure located in soft soil conditions, necessitates a thorough examination of the impact of soil-pile interaction on its dynamic responses. This study systematically investigated the action mechanism of soil-pile coupling on the dynamic behavior of LNG storage tanks. The research results are as follows: firstly, considering pile-soil-tank interaction (SPSI) reduced the tank wall seismic response but increased sloshing wave height compared to a rigid foundation. Secondly, with soil softening, the tank's seismic response increased under SPSI, indicating that the mitigating effect of pile-soil interaction on the seismic response of LNG storage tank diminished with the softening of the ground. Furthermore, considering the insulation layer amplified SPSI's effect on tank base shear and bending moment. These findings could provide practical insights that can aid in the seismic design and reinforcement of storage tanks.
DOI: 10.6084/m9.figshare.29557962.v1
title: Test, simulation and theoretical design of soil-pile-LNG storage tank under seismic actions

description: A full containment Liquefied Natural Gas (LNG) storage tank, a coastal steel-concrete hybrid structure located in soft soil conditions, necessitates a thorough examination of the impact of soil-pile interaction on its dynamic responses. This study systematically investigated the action mechanism of soil-pile coupling on the dynamic behavior of LNG storage tanks. The research results are as follows: firstly, considering pile-soil-tank interaction (SPSI) reduced the tank wall seismic response but increased sloshing wave height compared to a rigid foundation. Secondly, with soil softening, the tank's seismic response increased under SPSI, indicating that the mitigating effect of pile-soil interaction on the seismic response of LNG storage tank diminished with the softening of the ground. Furthermore, considering the insulation layer amplified SPSI's effect on tank base shear and bending moment. These findings could provide practical insights that can aid in the seismic design and reinforcement of storage tanks.
DOI: 10.5281/zenodo.15862311
title: Data and Code Avalibility for "Tunable colloidal swarmalators with hydrodynamic coupling"

description: Data and code for experiments and simulations. See README files for descriptions.
DOI: 10.5281/zenodo.15862310
title: Data and Code Avalibility for "Tunable colloidal swarmalators with hydrodynamic coupling"

description: Data and code for experiments and simulations. See README files for descriptions.
DOI: 10.15468/dl.3jx57c
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craspedia uniflora"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010346-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebh2e7
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyrtandra coccinea"
 ]
}

 The dataset includes 194 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010345-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtg3w8
title: Occurrence Download

description: A dataset containing 3047 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ilex integra"
 ]
}

 The dataset includes 3047 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010344-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.