cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zaxmq4
title: Occurrence Download

description: A dataset containing 129224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1970-2024"
 ]
}

 The dataset includes 129224 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011754-241107131044228/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.cc2bhpbw
title: CCDC 2160028: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Jan K. Zaręba, Andrzej Katrusiak, Marek Daszkiewicz|2023|Chem.Mater.|35|5160|doi:10.1021/acs.chemmater.3c00870
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.cc2bhnj1
title: CCDC 2160003: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Jan K. Zaręba, Andrzej Katrusiak, Marek Daszkiewicz|2023|Chem.Mater.|35|5160|doi:10.1021/acs.chemmater.3c00870
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.cc2bhnk2
title: CCDC 2160004: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Jan K. Zaręba, Andrzej Katrusiak, Marek Daszkiewicz|2023|Chem.Mater.|35|5160|doi:10.1021/acs.chemmater.3c00870
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.49g8cg
title: Occurrence Download

description: A dataset containing 56830 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Otis tarda Linnaeus, 1758"
 ]
}

 The dataset includes 56830 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008178-250402121839773/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.cc2d8vr9
title: CCDC 2213051: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.cc2d8vsb
title: CCDC 2213052: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.cc2d8vtc
title: CCDC 2213053: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.cc2d8vvd
title: CCDC 2213054: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.cc2d8vwf
title: CCDC 2213055: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.5qn4sm
title: Occurrence Download

description: A dataset containing 1554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 1554 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008195-250402121839773/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.cc2d8vxg
title: CCDC 2213056: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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.cc2d8vyh
title: CCDC 2213057: Experimental Crystal Structure Determination

description: Related Article: Piotr Rejnhardt, Marek Daszkiewicz|2023|Low Temperature Physics|49|316|doi:10.1063/10.0017242
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: 10.15468/2n9br3
title: Revealing Two New Species of the Rhinella margaritifera Species Group (Anura, Bufonidae): An Enigmatic Taxonomic Group of Neotropical Toads

description: This dataset contains the digitized treatments in Plazi based on the original journal article Vaz-Silva, Wilian, Maciel, Natan M., Bastos, Rogério P., Pombal, José P. (2015): Revealing Two New Species of the Rhinella margaritifera Species Group (Anura, Bufonidae): An Enigmatic Taxonomic Group of Neotropical Toads. Herpetologica 71 (3): 212-222, DOI: 10.1655/HERPETOLOGICA-D-14-00039, URL: http://dx.doi.org/10.1655/herpetologica-d-14-00039
DOI: 10.15468/dl.wu4hn8
title: Occurrence Download

description: A dataset containing 219742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 219742 records from 82 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018793-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/00001384
title: Phase III Randomized Trial Comparing Total Androgen Blockade Versus Total Androgen Blockade Plus Pelvic Irradiation in Clinical Stage T3-4, N0, M0 Adenocarcinoma of the Prostate

description: RATIONALE: Hormones can stimulate the growth of prostate cancer cells. Hormone therapy may fight prostate cancer by reducing the production of androgens. Radiation therapy uses high-energy x-rays to damage tumor cells. It is not yet known whether hormone therapy plus surgery is more effective than hormone therapy plus radiation therapy for prostate cancer. PURPOSE: This randomized phase III trial is studying giving hormone therapy alone to see how well it works compared to giving hormone therapy together with bilateral orchiectomy or radiation therapy in treating patients with stage III or stage IV prostate cancer.
DOI: 10.15151/esrf-es-2013722760
title: The Netherlands BAG

description: The Netherlands BAG comprises structural biology and enzymology groups at five dutch universities (Utrecht, Groningen, Leiden, Eindhoven and Wageningen) and at the Netherlands Cancer Institute in Amsterdam, with a total of thirteen PIs. The research projects carried out in these groups can be largely classified into two major themes: (i) research on proteins and systems with a strong biomedical relevance and (ii) research concerning the design of new biocatalysts for green chemistry and new-to-nature reactions. Projects deal with prokaryotic and eukaryotic proteins, membrane and soluble proteins, cell surface receptors, and protein-protein, protein-ribonucleotide, protein-drug and enzyme-ligand complexes.
DOI: 10.17632/4yn4jnwx5h.2
title: Potential of Ilhéus Virus to Emerge

description: Raw data (Table S2) and results of statistical analysis of the same (Table S4) from Plante et al, "Potential of Ilhéus Virus to Emerge".

Version 2 updates: removal of embargo, addition of funding sources and institution list
Associated manuscript may be accessed at https://doi.org/10.1016/j.heliyon.2024.e27934
DOI: 10.17632/4yn4jnwx5h.1
title: Potential of Ilhéus Virus to Emerge

description: Raw data (Table S2) and results of statistical analysis of the same (Table S4) from Plante et al, "Potential of Ilhéus Virus to Emerge".
DOI: 10.15468/dl.87bqbe
title: Occurrence Download

description: A dataset containing 79567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "CoordinateUncertaintyInMeters 0.0-20000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 79567 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018842-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8b8shvvdt6.1
title: Characterization of Reconstructed Human Epidermis in a Chemically-Defined, Animal Origin-Free Cell Culture System

description: Original files for submission
DOI: 10.17632/vzfr3tbnh3.2
title: Biogeochemical cycling of trace metals during the green tide alga bloom

description: To investigate the data of trace metals and basic physicochemical parameters during green tide algal blooms
DOI: 10.17632/vj6y364h79.1
title: Exposure of negative-sense viral RNA in the cytoplasm initiates innate immunity to West Nile virus. Genoyer, et al.

description: Raw data files associated with Genoyer, et al. 2025 manuscript describing negative-sense viral RNA driven innate immune activation during West Nile virus infection.
DOI: 10.5281/zenodo.14536626
title: Integrating GPS-Tracked Sentinel Species in the Fight Against Wildlife Poisoning [Dataset]

description: Abstract

The cryptic nature of wildlife crimes challenges the detection and implementation of effective prevention and prosecution measures. Allocating often limited resources will benefit from increasing detectability through evidence-informed integration of sentinel GPS-tracked species. We illustrate this by analyzing the spatial use of 25 GPS-tracked griffon and 26 reintroduced bearded vultures with anti-poison canine unit patrols and a wildlife poisoning risk map in NW Spain. Vultures’ spatial use greatly correlated with high-risk areas, highlighting their role in detecting poisoning events and guiding preventive anti-poison patrolling, allowing us to approach a zonation scheme to optimize efforts in this regard. We identified poisoning hotspots where sentinel and anti-poison canine units should be reinforced and high-risk areas with low sentinel monitoring where on-ground efforts should be increased. While emphasizing the potential of GPS-tracked vultures as sentinels, our results offer an example of strategic integration to prioritize interventions and enhance their effectiveness against wildlife crimes.
DOI: 10.5281/zenodo.14653706
title: PadelTracker100: A Dataset for Intelligent Player and Ball Tracking in Padel Sports

description: This dataset represents the first large-scale, fully annotated dataset of padel, a rapidly expanding sport, featuring comprehensive tracking of ball trajectories, pose estimation, and recognition of shot events. The dataset comprises approximately 100,000 frames extracted from two matches at the 2022 World Padel Tour (WPT) Finals. To enhance data quality, these frames were captured using a single camera angle that minimizes occlusions, accompanied by detailed annotations at the frame level, including ball positions, player poses, and shot event information.

The included Jupyter notebook demonstrates the practical application of the dataset.
DOI: 10.5281/zenodo.14828562
title: Radiative feedback parameters of CMIP6 abrupt 4xCO2 experiment
DOI: 10.5281/zenodo.14828563
title: Radiative feedback parameters of CMIP6 abrupt 4xCO2 experiment
DOI: 10.15468/dl.8p54aj
title: Occurrence Download

description: A dataset containing 359256 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Megachilidae"
 ]
}

 The dataset includes 359256 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018807-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qcjttc
title: Occurrence Download

description: A dataset containing 122342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Colletidae"
 ]
}

 The dataset includes 122342 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018812-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cz85s
title: Occurrence Download

description: A dataset containing 2892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotheca riobambae (Fowler, 1913)"
 ]
}

 The dataset includes 2892 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018844-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005907.v1.0.0
title: EEG: RL Task (3-Armed Bandit) with alcohol cues in hazardous drinkers and ctls
DOI: 10.5519/qd.c9106im6
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (120 records)
DOI: 10.15468/dl.k9p4bu
title: Occurrence Download

description: A dataset containing 124554 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)"
 ]
 }
 },
 "TaxonKey is Poa pratensis L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 124554 records from 444 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018843-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14828477
title: Cheby-KANs Dataset

description: These are the codes and models used in our experiments regarding our submitted article “Cheby-KANs: Advanced Kolmogorov-Arnold Networks for Applying Geometric Deep Learning in Quantum Chemistry Applications”. The code is developed using python programming language. In our paper we haedeveloped the B-spline based KANs with a more powerful and much faster polynomials “shifted-Chebyshev polynomials” of the first kind. Also, we integrated our new architecture with geometric deeplearning to predict quantum properties. This was done by modifying the famous Schnet model by usingour new model rather than the ordinary multi-layer-perceptrons. Attached are the files for the codes and the pretrained models.

We are using python for our experiments, and make sure to install the latest version of Pytorch and Pytorch-Geometric to be ble to load the pretrained models to reproduce the results.
DOI: 10.5281/zenodo.14828478
title: Cheby-KANs Dataset

description: These are the codes and models used in our experiments regarding our submitted article “Cheby-KANs: Advanced Kolmogorov-Arnold Networks for Applying Geometric Deep Learning in Quantum Chemistry Applications”. The code is developed using python programming language. In our paper we haedeveloped the B-spline based KANs with a more powerful and much faster polynomials “shifted-Chebyshev polynomials” of the first kind. Also, we integrated our new architecture with geometric deeplearning to predict quantum properties. This was done by modifying the famous Schnet model by usingour new model rather than the ordinary multi-layer-perceptrons. Attached are the files for the codes and the pretrained models.

We are using python for our experiments, and make sure to install the latest version of Pytorch and Pytorch-Geometric to be ble to load the pretrained models to reproduce the results.
DOI: 10.15468/dl.qwhm4g
title: Occurrence Download

description: A dataset containing 6962174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryobates pubescens (Linnaeus, 1766)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Year is greater than or equal to 1810",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to September",
 "EventDate is not null",
 "Country is United States of America",
 "Geometry POLYGON((-63 22, -63 51, -126 51, -126 22, -63 22))"
 ]
}

 The dataset includes 6962174 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018841-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzs48g
title: Occurrence Download

description: A dataset containing 4137 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)"
 ]
 }
 },
 "TaxonKey is Poa secunda J.Presl",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 4137 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018847-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtne24
title: Occurrence Download

description: A dataset containing 11252 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrostis perennans (Walter) Tuck."
 ]
}

 The dataset includes 11252 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018850-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yt76uh
title: Occurrence Download

description: A dataset containing 18915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elymus virginicus L."
 ]
}

 The dataset includes 18915 records from 263 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018851-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.