cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7916/d889156r
title: Altmetrics Twitter Archive

description: This collection of Twitter data was harvested using version 5 Martin Hawksey's Twitter Archiving Google Spreadsheet (TAGS v5), which is available from his blog (http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/). I harvested tweets using the hashtag #altmetrics, which is associated with alternative measures of scholarly impact. The earliest archived tweet is from February 27, 2013. The latest is from July 10, 2013.
DOI: 10.7916/d83b5zg5
title: Research Data Symposium 2013 Twitter Archive

description: This collection of Twitter data was harvested using version 5 Martin Hawksey's Twitter Archiving Google Spreadsheet (TAGS v5), which is available from his blog (http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/). I harvested tweets using the hashtag #RDS2013, which was associated with the Research Data Symposium hosted at Columbia University on February 27, 2013. The earliest archived tweet is from February 21, 2013. The latest is from March 12, 2013.
DOI: 10.6084/m9.figshare.26521201
title: Enhancing the Introductory Statistics Course: Comparing Student Learning and Performance in Traditional and Web-Enhanced Traditional Courses

description: A redesign of a traditional introductory statistics course was performed with the intent of increasing student success in the course without the extreme burden of implementing a flipped course. A study was then conducted to compare the new format (web-enhanced traditional) to the traditional format taught by the same professor with the same assignments, quizzes, and exams during the same semester. Students selected their own sections of the course to take but were not aware of the different class formats when they enrolled. Students in both course formats were similar demographically, with similar math ACT scores. It was found that students who participated in the web-enhanced traditional course were more successful in completing the course and performed better on course assessments than those students who participated in the traditional introductory statistics course. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.26521201.v1
title: Enhancing the Introductory Statistics Course: Comparing Student Learning and Performance in Traditional and Web-Enhanced Traditional Courses

description: A redesign of a traditional introductory statistics course was performed with the intent of increasing student success in the course without the extreme burden of implementing a flipped course. A study was then conducted to compare the new format (web-enhanced traditional) to the traditional format taught by the same professor with the same assignments, quizzes, and exams during the same semester. Students selected their own sections of the course to take but were not aware of the different class formats when they enrolled. Students in both course formats were similar demographically, with similar math ACT scores. It was found that students who participated in the web-enhanced traditional course were more successful in completing the course and performed better on course assessments than those students who participated in the traditional introductory statistics course. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.26307920.v1
title: Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory

description: This work introduces a novel and efficient Bayesian federated learning algorithm, namely, the Federated Averaging stochastic Hamiltonian Monte Carlo (FA-HMC), for parameter estimation and uncertainty quantification. We establish rigorous convergence guarantees of FA-HMC on non-iid distributed datasets, under the strong convexity and Hessian smoothness assumptions. Our analysis investigates the effects of parameter space dimension, noise on gradients and momentum, and the frequency of communication (between the central node and local nodes) on the convergence and communication costs of FA-HMC. Beyond that, we establish the tightness of our analysis by showing that the convergence rate cannot be improved even for continuous FA-HMC process. Moreover, extensive empirical studies demonstrate that FA-HMC outperforms the existing Federated Averaging-Langevin Monte Carlo (FA-LD) algorithm. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.26307920
title: Bayesian Federated Learning with Hamiltonian Monte Carlo: Algorithm and Theory

description: This work introduces a novel and efficient Bayesian federated learning algorithm, namely, the Federated Averaging stochastic Hamiltonian Monte Carlo (FA-HMC), for parameter estimation and uncertainty quantification. We establish rigorous convergence guarantees of FA-HMC on non-iid distributed datasets, under the strong convexity and Hessian smoothness assumptions. Our analysis investigates the effects of parameter space dimension, noise on gradients and momentum, and the frequency of communication (between the central node and local nodes) on the convergence and communication costs of FA-HMC. Beyond that, we establish the tightness of our analysis by showing that the convergence rate cannot be improved even for continuous FA-HMC process. Moreover, extensive empirical studies demonstrate that FA-HMC outperforms the existing Federated Averaging-Langevin Monte Carlo (FA-LD) algorithm. Supplementary materials for this article are available online.
DOI: 10.7916/d8qv3k9c
title: RDA Plenary 4 Twitter Archive, September, 2014

description: This collection of Twitter data was harvested and deduplicated using version 5.1 of Martin Hawksey's Twitter Archiving Google Spreadsheet (TAGS v5.1), which is available from his blog (http://mashe.hawksey.info/2013/02/twitter-archive-tagsv5/). Tweets were harvested using the hashtag #RDAPlenary, which was associated with the Research Data Alliance Plenary 4 event held in Amsterdam, the Netherlands on September 22-24, 2014. The earliest archived tweet is from September 21, 2014. The latest is from October 23, 2014.
DOI: 10.5281/zenodo.13799844
title: "Banco de Dados do Termo Negra"

description: Para a composição deste Banco de Dados, utilizou-se o termo “negra” como palavra-chave no banco Pixabay, sem filtros específicos, tendo em vista não restringir a busca. A escolha desse termo foi guiada pela intenção de refletir sobre a representação da identidade negra no contexto brasileiro, levando em conta a historicidade e os estereótipos associados ao uso dessa palavra. Esta busca recuperou um total de 12.177 imagens, entre fotografias e ilustrações, dispostas em 122 páginas.
DOI: 10.5281/zenodo.13799845
title: "Banco de Dados do Termo Negra"

description: Para a composição deste Banco de Dados, utilizou-se o termo “negra” como palavra-chave no banco Pixabay, sem filtros específicos, tendo em vista não restringir a busca. A escolha desse termo foi guiada pela intenção de refletir sobre a representação da identidade negra no contexto brasileiro, levando em conta a historicidade e os estereótipos associados ao uso dessa palavra. Esta busca recuperou um total de 12.177 imagens, entre fotografias e ilustrações, dispostas em 122 páginas.
DOI: 10.5066/p14rmb82
title: Code and data from Castro-Santos et al.: Sprinting performance and behavior of shortnose sturgeon

description: This data release includes the raw data and code used in Castro-Santos et al. (2024): Sprinting performance and behavior of adult shortnose sturgeon (Acipenser brevirostrum). Notably, the code includes several processes used to differentiate among attempts, quantify attempt rate, distance traversed, and endurance of shortnose sturgeon ascending a telemetered flume. The code can be readily adapted to other forms of telemetry analysis, in particulary with respect to processes associated with fish passage at barriers. Additional code is provided that quantifies kinematics variables recorded for the sturgeon as they swam at high speeds in the flume. The kinematics code was modified from Goerig et al (2021): https://doi.org/10.5061/dryad.bg79cnp9x
DOI: 10.15468/dl.fq3nwr
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "GadmGid is ESP.1.7_1",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 309 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023755-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q8sbn
title: Occurrence Download

description: A dataset containing 1645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is one of (United States of America, Canada, Mexico)",
 "Year is greater than or equal to 1990",
 "TaxonKey is Lithophragma glabrum Nutt. ex Torr. & A.Gray"
 ]
}

 The dataset includes 1645 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023754-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4ahy8
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "StateProvince is one of (ArIzona, CALIFORNIA USA., Texas, Oklahoma, Nevada, Utah, New Mexico, Colorado)",
 "TaxonKey is Coniatus splendidulus (J.C.Fabricius, 1781)"
 ]
}

 The dataset includes 224 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023751-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p5yqtr
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8.16221 44.85108,8.26727 44.85108,8.26727 44.94832,8.16221 44.94832,8.16221 44.85108))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera",
 "Year 2001-2024"
 ]
}

 The dataset includes 356 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023750-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxwkk
title: Occurrence Download

description: A dataset containing 583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Capsicum chinense Jacq."
 ]
}

 The dataset includes 583 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023758-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cpqyc
title: Occurrence Download

description: A dataset containing 456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Adelomyia melanogenys (Fraser, 1840)"
 ]
}

 The dataset includes 456 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023760-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvg5zn
title: Occurrence Download

description: A dataset containing 2049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus cembroides Zucc."
 ]
}

 The dataset includes 2049 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023764-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syza93
title: Occurrence Download

description: A dataset containing 32429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Antarctica",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 32429 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023752-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvj4qp
title: Occurrence Download

description: A dataset containing 8997 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus insipida Willd."
 ]
}

 The dataset includes 8997 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023756-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h34ab3
title: Occurrence Download

description: A dataset containing 4830 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontophrynidae"
 ]
}

 The dataset includes 4830 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056528-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x44yjp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Triadobatrachidae"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056577-210914110416597/datasets/export for details.
DOI: 10.15468/dl.zc0caq
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Choloepus hoffmanni Peters, 1858"
 ]
}

 The dataset includes 57 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005117-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tv1q08
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus angelensis Grismer, 1999"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002338-150912100344238/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2uswk
title: Occurrence Download

description: A dataset listing the 5181 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 5181 records were derived from 378 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042340-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1c2exu
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Craugastor laticeps (Duméril, 1853)"
 ]
}

 The dataset includes 284 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005117-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4yqc8
title: Occurrence Download

description: A dataset containing 1984892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Noctuidae",
 "Year 2015-2021"
 ]
}

 The dataset includes 1984892 records from 475 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0341902-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb9bma
title: Occurrence Download

description: A dataset containing 16309 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fusarium oxysporum Schltdl."
 ]
}

 The dataset includes 16309 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056565-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4uuclv
title: Occurrence Download

description: A dataset containing 2010 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Asclepiadaceae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2010 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002338-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2xjk9
title: Occurrence Download

description: A dataset containing 806070 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 {
 "or" : [
 "Country is Australia",
 "Country is Papua New Guinea",
 "Country is South Africa",
 "Country is Antarctica",
 "Country is Indonesia"
 ]
 }
 ]
}

 The dataset includes 806070 records from 688 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0332536-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bn9x7
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calamus scipionum Lour."
 ]
}

 The dataset includes 93 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080658-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsamlc
title: Occurrence Download

description: A dataset containing 588 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Watersipora arcuata Banta, 1969",
 "TaxonKey is Watersipora subtorquata (d'Orbigny, 1852)"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 588 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021372-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sxkzhx
title: Occurrence Download

description: A dataset containing 13373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus L.",
 "Country is one of (United States of America, Canada)",
 "Year is greater than or equal to 1979"
 ]
}

 The dataset includes 13373 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186802-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wllhqs
title: Occurrence Download

description: A dataset containing 662489 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Loxia curvirostra Linnaeus, 1758"
 ]
}

 The dataset includes 662489 records from 455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021372-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9kum4
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Heteronotia spelea (Kluge, 1963)"
 ]
}

 The dataset includes 127 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080627-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2eh4cd
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((122.26037 42.57699,123.14153 35.18048,127.5473 32.02543,129.04527 34.31166,131.95308 35.89749,131.33627 43.67028,122.26037 42.57699))",
 "HasGeospatialIssue is false",
 "TaxonKey is Hydropotes inermis argyropus Heude, 1884"
 ]
}

 The dataset includes 94 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0208756-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhdkyx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castanopsis thaiensis Phengklai"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080647-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3ewe4
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Semaprochilodus laticeps (Steindachner, 1879)"
 ]
}

 The dataset includes 34 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021371-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a83tnj
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Country is Colombia",
 "Country is Ecuador",
 "Country is Peru",
 "Country is Bolivia (Plurinational State of)",
 "Country is Venezuela (Bolivarian Republic of)"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1396 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182292-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.