cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16912920
title: Dataset related to Zhu et al. Secondary Plumes Formation Controlled by Interaction of Thermochemical Mantle Plumes with the Mantle Transition Zone
DOI: 10.5281/zenodo.16912921
title: Dataset related to Zhu et al. Secondary Plumes Formation Controlled by Interaction of Thermochemical Mantle Plumes with the Mantle Transition Zone
DOI: 10.15468/dl.7ytswz
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenea maritima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 47 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007550-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4dcfx
title: Occurrence Download

description: A dataset containing 35203 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis epigejos)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 35203 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007548-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14711355
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25824/redu/vt5jvl
title: Caracterização físico-quimica e biológica de membranas de PLDLA ou PLGA com e sem rifampicina, durante a degradação in vitro

description: Os dados não podem ser disponibilizados por questões de proteção intelectual. Para mais informações, contatar os responsáveis. dados relativo aos ensaios: DRX, DSC, TGA, FTIR, GPC, UVvis, MEV, MO, Liberação de fármaco, viabilidade celular, anti-microbiano e perda de massa. Dados coletados durante a caracterização das matérias primas da pesquisa (PLDLA, PLGA e Rifampicina): - DRX: Rifampicina; - DSC, TGA, FTIR: PLGA e PLDLA com e sem Rifampicina; - GPC: PLGA e PLDLA sem Rifampicina. Dados coletados durante as ensaios de degradalçao das membranas de as membranas de PLGA e PLDLA com e sem Rifampicina: - DSC, TGA, FTIR, MEV, MO, perda de massa, viabilidade celular, atividade antimicrobiana (disco de difusão) das membranas de PLGA e PLDLA com e sem Rifampicina; - GPC das membranas de PLGA e PLDLA sem Rifampicina; PLDLA: Poli (L-co-D,L ácido lático) PLGA: Poli (ácido lático-co-ácido glicólico) DRX: Difração de Raios X DSC: Calorimetria diferencial exploratória FTIR: Espectroscopia Infravermelha por Transformada de Fourier GPC: Cromatografia de Permeação em Gel MEV: Microscopia Eletrônica de Varredura MO: Microscopia óptic TGA: Termogravimetria Analítica UVvis: Espectrometria de Ultravioleta Visível
DOI: 10.15468/dl.gnebfa
title: Occurrence Download

description: A dataset containing 16114 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamagrostis varia, Calamagrostis varia, Calamagrostis varia, Calamagrostis varia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 16114 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007551-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18460786
title: DOWN SYNDROME DISEASE AND ITS CAUSES OF ORIGIN

description: This article provides information on the history and causes of Down syndrome, symptoms of the disease, epidemiology, trisomy, diagnosis of the disease, prenatal diagnosis, Robertsonian translocations, the main factors for a child born with Down syndrome to be born with this disease and successful people with Down syndrome.
DOI: 10.5281/zenodo.18460785
title: DOWN SYNDROME DISEASE AND ITS CAUSES OF ORIGIN

description: This article provides information on the history and causes of Down syndrome, symptoms of the disease, epidemiology, trisomy, diagnosis of the disease, prenatal diagnosis, Robertsonian translocations, the main factors for a child born with Down syndrome to be born with this disease and successful people with Down syndrome.
DOI: 10.15468/dl.5rq9mw
title: Occurrence Download

description: A dataset containing 814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuphea hyssopifolia",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 814 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007556-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-5686
title: Supplemental data for "Accelerating Conjugate Gradient Solvers for Homogenization Problems with Unitary Neural Operators"

description: This repository contains supplemental data for the article 
&lt;strong&gt;Accelerating Conjugate Gradient Solvers for Homogenization Problems with Unitary Neural Operators,&lt;/strong&gt;
accepted for publication in the International Journal for Numerical Methods in Engineering (IJNME) by Julius Herb and Felix Fritzen [1].
&lt;/br&gt;
In this publication, we introduce UNO-CG, a hybrid solver that accelerates conjugate gradient (CG) solvers using specially designed machine-learned preconditioners, while ensuring convergence by construction.
As a preconditioner, we propose Unitary Neural Operators (UNOs) as a modification of the established Fourier Neural Operators.
Our method can be interpreted as a data-driven discovery of Green's functions, which are then used much like expert knowledge to accelerate iterative solvers.
&lt;/br&gt;
The data contained in this DaRUS repository acts as an extension to the &lt;a href="https://github.com/DataAnalyticsEngineering/UNOCG"&gt;GitHub repository&lt;/a&gt; that contains a software package for UNO-CG, including a GPU-accelerated implementation of the hybrid solver in PyTorch, an implementation for PETSc, and the training procedures proposed in our article.
&lt;/br&gt;
All results and figures in the article can be reproduced using the mentioned software package together with the data sets available in this DaRUS repository.
As part of the training data and evaluation data, we consider bi-phasic two-dimensional microstructures with a resolution of 400 × 400 pixels, as published in [2], and three-dimensional microstructures with a resolution of 192 × 192 × 192 voxels, as published in [3].
Further information is available in the `&lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=478931"&gt;README.md&lt;/a&gt;` file of this repository.
&lt;/br&gt;&lt;/br&gt;
[1] Herb, J. and Fritzen, F. (2026), Accelerating Conjugate Gradient Solvers for Homogenization Problems with Unitary Neural Operators. Int J Numer Methods Eng. &lt;a href="https://doi.org/10.1002/nme.70277"&gt;https://doi.org/10.1002/nme.70277&lt;/a&gt;
&lt;/br&gt;&lt;/br&gt;
[2] Lißner, J. (2020). 2d microstructure data (Version V2) [dataset]. DaRUS. 
&lt;a href="https://doi.org/10.18419/DARUS-1151"&gt;https://doi.org/10.18419/DARUS-1151&lt;/a&gt;
&lt;/br&gt;&lt;/br&gt;
[3] Prifling, B., Röding, M., Townsend, P., Neumann, M., and Schmidt, V. (2020). Large-scale statistical learning for mass transport prediction in porous materials using 90,000 artificially generated microstructures [dataset]. Zenodo. &lt;a href="https://doi.org/10.5281/zenodo.4047774"&gt;https://doi.org/10.5281/zenodo.4047774&lt;/a&gt;
description: The related publication was accepted by IJNME on 2026-01-22 and will be available online soon.
DOI: 10.7910/dvn/stp93r
title: Retraction patterns in Scopus-indexed publications from South Africa, Egypt, Nigeria, Tunisia, and Morocco (2014–2023): a bibliometric analysis

description: Dataset 1. Research data for this study.
DOI: 10.7910/dvn/gcemsb
title: Trends in publications on scientific misconduct from 2000 to 2024: a Scopus-based bibliometric study

description: Dataset 1. Scopus database.
DOI: 10.15468/dl.vkrh2v
title: Occurrence Download

description: A dataset containing 40996 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calluna vulgaris, Calluna vulgaris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 40996 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007555-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18460792
title: LINF_320022600

description: Protein-serine/threonine phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18460791
title: LINF_320022600

description: Protein-serine/threonine phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18459583
title: Data for: Clogging of Cohesive Particles in a Two-Dimensional Hopper
DOI: 10.15468/dl.e4zd7a
title: Occurrence Download

description: A dataset containing 35448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calystegia sepium, Calystegia sepium, Convolvulus sepium, Convolvulus sepium)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 35448 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007557-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hfj2bj
title: Occurrence Download

description: A dataset containing 8803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula barbata, Campanula barbata, Campanula barbata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8803 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007560-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.szwn87
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-117.52594 49.44025,-117.51068 49.44025,-117.51068 49.44606,-117.52594 49.44606,-117.52594 49.44025))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007561-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3j8fs
title: Occurrence Download

description: A dataset containing 865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuphea viscosissima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 865 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007562-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z42kra
title: Occurrence Download

description: A dataset containing 1416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurytemora affinis affinis"
 ]
}

 The dataset includes 1416 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007563-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xgs24
title: Occurrence Download

description: A dataset containing 14284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula glomerata, Campanula glomerata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 14284 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007564-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svmxac
title: Occurrence Download

description: A dataset containing 3131 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triatoma sanguisuga"
 ]
}

 The dataset includes 3131 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007568-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxj7na
title: Occurrence Download

description: A dataset containing 7584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Iran (Islamic Republic of)",
 "OccurrenceStatus is Present",
 "TaxonKey is Acridotheres tristis",
 "Year 1000-2026"
 ]
}

 The dataset includes 7584 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007569-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7ftpp
title: Occurrence Download

description: A dataset containing 1259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decodon verticillatus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1259 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007575-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpcgye
title: Occurrence Download

description: A dataset containing 3111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2019-2021"
 ]
}

 The dataset includes 3111 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007573-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efbpcy
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula latifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 750 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007570-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wv3qhv
title: Occurrence Download

description: A dataset containing 35148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula patula, Campanula patulah)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 35148 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007572-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18459779
title: SuperDARN data in netCDF format (2007-Aug)

description: 2007-Aug SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6591986
title: SuperDARN data in netCDF format (2007-Aug)

description: 2007-Aug SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.15468/dl.8mjucn
title: Occurrence Download

description: A dataset containing 4460 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Acer saccharum"
 ]
 },
 "HasCoordinate is TRUE",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2024",
 "DecimalLatitude is greater than or equal to 44.99137",
 "DecimalLatitude is less than or equal to 62.582469999999994",
 "DecimalLongitude is greater than or equal to -79.76288",
 "DecimalLongitude is less than or equal to -57.10548",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4460 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007577-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vb3758
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is mpeg",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 17 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007579-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbzy8m
title: Occurrence Download

description: A dataset containing 16000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campanula persicifolia)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 16000 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007578-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q83sf
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Didiplis diandra",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 94 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007581-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaxy92
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Airampoa soehrensii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 232 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007580-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.