cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28051358
title: Infant care transfers: simulating neonatal infant pathways and transfers across a neonatal network

description: Neonatal care for preterm and sick babies is organised into local areas around the United Kingdom, called Operational Delivery Networks. These networks coordinate between providers to ensure babies have the required care, close to home. There are three types of Neonatal Units offering distinct levels of needs-based care. The networks need to ensure that each unit operates at optimal cot levels, and the best quality care is provided. The possible impact of any changes to a network’s configuration on transfers and infant care, must be considered before any changes are implemented. Our simulation model reflects the infant pathways within a network allowing users to evaluate a variety of possible changes within the network. The model builds on previous literature by incorporating the ability to move an existing infant from a unit to release capacity as well as moving new arrivals between units. We also consider the potential environmental impact of the additional travel for parents visiting infants who have been transferred. We demonstrate how the model can be applied with a case network within which approximately 60,000 babies are born annually, a tenth of whom requiring some Neonatal Care. Of these infants, approximately 12% are transferred to another unit.
DOI: 10.6084/m9.figshare.28051358.v1
title: Infant care transfers: simulating neonatal infant pathways and transfers across a neonatal network

description: Neonatal care for preterm and sick babies is organised into local areas around the United Kingdom, called Operational Delivery Networks. These networks coordinate between providers to ensure babies have the required care, close to home. There are three types of Neonatal Units offering distinct levels of needs-based care. The networks need to ensure that each unit operates at optimal cot levels, and the best quality care is provided. The possible impact of any changes to a network’s configuration on transfers and infant care, must be considered before any changes are implemented. Our simulation model reflects the infant pathways within a network allowing users to evaluate a variety of possible changes within the network. The model builds on previous literature by incorporating the ability to move an existing infant from a unit to release capacity as well as moving new arrivals between units. We also consider the potential environmental impact of the additional travel for parents visiting infants who have been transferred. We demonstrate how the model can be applied with a case network within which approximately 60,000 babies are born annually, a tenth of whom requiring some Neonatal Care. Of these infants, approximately 12% are transferred to another unit.
DOI: 10.6084/m9.figshare.28320868
title: Modeling the distribution of key economic indicators in a data-rich environment: new empirical evidence

description: This study explores the ability of a large number of macroeconomic variables to forecast the mean, quantiles and density of key economic indicators. In the baseline case, we construct the forecasts using an autoregressive model. We then consider several general specifications that augment the time series model with macroeconomic information, either directly using the full set of predictors, through targeted-factors, targeted-predictors or forecast combinations. Our findings suggest that aggregating information across quantiles leads to improved estimates of the conditional mean. Overall, augmenting the autoregressive model with macroeconomic variables through methods that perform variable selection or account for non-linearities improves predictive performance. This increase in out-of-sample performance arises from the improved estimation of the lower and middle part of the distribution.
DOI: 10.6084/m9.figshare.28320868.v2
title: Modeling the distribution of key economic indicators in a data-rich environment: new empirical evidence

description: This study explores the ability of a large number of macroeconomic variables to forecast the mean, quantiles and density of key economic indicators. In the baseline case, we construct the forecasts using an autoregressive model. We then consider several general specifications that augment the time series model with macroeconomic information, either directly using the full set of predictors, through targeted-factors, targeted-predictors or forecast combinations. Our findings suggest that aggregating information across quantiles leads to improved estimates of the conditional mean. Overall, augmenting the autoregressive model with macroeconomic variables through methods that perform variable selection or account for non-linearities improves predictive performance. This increase in out-of-sample performance arises from the improved estimation of the lower and middle part of the distribution.
DOI: 10.15468/dauhfq
title: One new species of the genus Xizicus Gorochov, 1993 (Orthoptera: Tettigoniidae Meconematinae) from Yunnan, China

description: This dataset contains the digitized treatments in Plazi based on the original journal article Su, Jie, Duan, Yanhao, Liu, Qing, Chang, Yanlin (2023): One new species of the genus Xizicus Gorochov, 1993 (Orthoptera: Tettigoniidae Meconematinae) from Yunnan, China. Zootaxa 5318 (2): 286-290, DOI: 10.11646/zootaxa.5318.2.9, URL: http://dx.doi.org/10.11646/zootaxa.5318.2.9
DOI: 10.15468/dl.q736je
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Japonolirion osense"
 ]
}

 The dataset includes 84 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011982-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21979/n9/7ynzaq
title: Related Data for: Indicator from the graph Laplacian of stock market time series cross sections can precisely determine the durations of market crashes

description: This repository include the processed ultrametric distance matrices data, MATLAB scripts and data holder files (in .mat format) used to generate the results and figures in the PLOS paper with the above title.
DOI: 10.15468/dl.mxdk73
title: Occurrence Download

description: A dataset containing 11513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oxalis latifolia"
 ]
}

 The dataset includes 11513 records from 467 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011983-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky3u8t
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteroctopus megalocyathus",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 10",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 411 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011984-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s2xgwx
title: Occurrence Download

description: A dataset containing 192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neottia puberula"
 ]
}

 The dataset includes 192 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011985-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4ugjj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neottia furusei"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011987-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g729eu
title: Occurrence Download

description: A dataset containing 1250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ianthocincla bieti, Liocichla bugunorum, Spelaeornis longicaudatus, Trochalopteron imbricatum, Acanthoptila nipalensis, Aegithalos iouschistos, Carpodacus roborowskii, Carpodacus thura, Crossoptilon harmani, Emberiza koslowi, Fulvetta ludlowi, Pterorhinus koslowi, Pterorhinus waddelli, Lophophorus sclateri, Montifringilla adamsi, Montifringilla henrici, Napothera naungmungensis, Ophrysia superciliosa, Perdix hodgsoniae, Sitta victoriae, Tragopan satyra, Trochalopteron henrici)",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1250 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011988-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7rzkxf
title: Occurrence Download

description: A dataset containing 19189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Testudo graeca"
 ]
}

 The dataset includes 19189 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011990-260120142942310/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.31148809
title: NHHR

description: raw data from Association Between NHHR and Hyperuricemia: Sex- and Age-Stratified Cross-Sectional Analysis of NHANES
DOI: 10.6084/m9.figshare.31148809.v1
title: NHHR

description: raw data from Association Between NHHR and Hyperuricemia: Sex- and Age-Stratified Cross-Sectional Analysis of NHANES
DOI: 10.15468/dl.mmfvhr
title: Occurrence Download

description: A dataset containing 14241 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penthorum"
 ]
}

 The dataset includes 14241 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011989-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/dans-24p-62xt
title: Bedrijvenpark Achterhoek Oost Gemeenten Groenlo en Eibergen Een Aanvullende Archeologische Inventarisatie (AAI-1)

description: &lt;p&gt;In opdracht van ARCADIS Heidemij Advies BV heeft archeologisch adviesbureau RAAP een archeologisch onderzoek uitgevoerd in het te ontwikkelen bedrijvenpark Achterhoek-Oost (gemeente Groenlo). Omdat er op basis van bestaande gegevens onvoldoende kennis bestond omtrent de archeologie in het plangebied is besloten een Aanvullende Archeologische Inventarisatie (AAI) uit te voeren. In het plangebied zijn twee archeologische vindplaatsen aangetroffen.&lt;/p&gt;
DOI: 10.15468/dl.3gurqs
title: Occurrence Download

description: A dataset containing 2517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aucuba japonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2517 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011991-260120142942310/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.31148834
title: ‘Diversity’ in an age of global ambition: the case of German Universities of Excellence

description: Diversity has become an increasingly celebrated concept worldwide but varies across national contexts and has been subject to intense debate. To understand the nationally and globally constructed nature of diversity discourse in higher education, we look to a national context where diversity initiatives are emergent: Germany. Funded by Excellence Initiatives that aim to raise the global profile of German higher education, German Universities of Excellence offer an intriguing case to examine the construction of diversity discourse in higher education. Drawing on neoinstitutional frameworks, we investigate the extent to which the diversity discourse of German Universities of Excellence echoes long-established gender parity commitments and the extent to which it reflects the discourse of higher-ranked universities. To do so, we computationally and qualitatively analyse the text data of the diversity websites of German Universities of Excellence, comparing them with analogous text data from the top-ranking <i>Times Higher Education</i> universities. While gender anchors the German diversity discourse, there are also suggestions of subtle expansion and global resonances in the logics underlying diversity statements. These findings echo previous research establishing how universities create nationally distinctive forms of global legitimacy. We conclude with implications for diversity in global higher education during a period of intense political and ideological contestation.
DOI: 10.6084/m9.figshare.31148834.v1
title: ‘Diversity’ in an age of global ambition: the case of German Universities of Excellence

description: Diversity has become an increasingly celebrated concept worldwide but varies across national contexts and has been subject to intense debate. To understand the nationally and globally constructed nature of diversity discourse in higher education, we look to a national context where diversity initiatives are emergent: Germany. Funded by Excellence Initiatives that aim to raise the global profile of German higher education, German Universities of Excellence offer an intriguing case to examine the construction of diversity discourse in higher education. Drawing on neoinstitutional frameworks, we investigate the extent to which the diversity discourse of German Universities of Excellence echoes long-established gender parity commitments and the extent to which it reflects the discourse of higher-ranked universities. To do so, we computationally and qualitatively analyse the text data of the diversity websites of German Universities of Excellence, comparing them with analogous text data from the top-ranking <i>Times Higher Education</i> universities. While gender anchors the German diversity discourse, there are also suggestions of subtle expansion and global resonances in the logics underlying diversity statements. These findings echo previous research establishing how universities create nationally distinctive forms of global legitimacy. We conclude with implications for diversity in global higher education during a period of intense political and ideological contestation.
DOI: 10.15468/dl.qryzdq
title: Occurrence Download

description: A dataset containing 35368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ianthocincla bieti, Liocichla bugunorum, Spelaeornis longicaudatus, Trochalopteron imbricatum, Acanthoptila nipalensis, Aegithalos iouschistos, Carpodacus roborowskii, Carpodacus thura, Crossoptilon harmani, Emberiza koslowi, Fulvetta ludlowi, Pterorhinus koslowi, Pterorhinus waddelli, Lophophorus sclateri, Montifringilla adamsi, Montifringilla henrici, Napothera naungmungensis, Ophrysia superciliosa, Perdix hodgsoniae, Sitta victoriae, Tragopan satyra, Trochalopteron henrici)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35368 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011992-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94rgth
title: Occurrence Download

description: A dataset containing 11172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Tetrao urogallus"
 ]
}

 The dataset includes 11172 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011993-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hrcb2
title: Occurrence Download

description: A dataset containing 5008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Global soil organisms",
 "Country is Belgium"
 ]
}

 The dataset includes 5008 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017321-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttun7h
title: Occurrence Download

description: A dataset containing 8546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is INSDC Sequences",
 "Country is Belgium"
 ]
}

 The dataset includes 8546 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017322-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10953239
title: corpus-TA_atencion_cliente

description: Estos archivos contienen el conjunto de datos correspondientes a la investigación titulada «La traducción automática en el ámbito de la atención al cliente: percepciones de los estudiantes de traducción sobre la idiomaticidad».
description: El estudio presenta los resultados del análisis sobre la percepción de la idiomaticidad en un conjunto de oraciones traducidas mediante un motor neuronal del inglés al español, por parte de dos grupos de estudiantes de traducción. Partimos de un corpus de 50 oraciones y un cuestionario con una pregunta en la que los estudiantes tienen que valorar la naturalidad de las oraciones y otra en la que se les pide reformular la oración española. Las respuestas nos llevarán a un análisis de carácter cuantitativo que muestra las diferencias en la percepción de la idiomaticidad y otro cualitativo que muestra el desempeño en una muestra de oraciones. Los datos globales muestran la confianza en los resultados de la traducción automática y la variabilidad a la que está sujeta la idiomaticidad.
description: Relación de archivos:



 corpus traducciones.ods: corpus de 50 oraciones extraídas de comunicaciones reales anonimizadas, de diferentes empresas a sus clientes en forma de mensajes de correo electrónico, chats o FAQ. Estas oraciones se han traducido automáticamente del inglés al español mediante motores de traducción automática neuronal.

01_descriptiva.rtf: variables categóricas (originales)

02_compara_scores.rtf: descriptiva variables numéricas por grupo 

03_compara_frases.rtf: variables categóricas por grupo
DOI: 10.5281/zenodo.10953240
title: corpus-TA_atencion_cliente

description: Estos archivos contienen el conjunto de datos correspondientes a la investigación titulada «La traducción automática en el ámbito de la atención al cliente: percepciones de los estudiantes de traducción sobre la idiomaticidad».
description: El estudio presenta los resultados del análisis sobre la percepción de la idiomaticidad en un conjunto de oraciones traducidas mediante un motor neuronal del inglés al español, por parte de dos grupos de estudiantes de traducción. Partimos de un corpus de 50 oraciones y un cuestionario con una pregunta en la que los estudiantes tienen que valorar la naturalidad de las oraciones y otra en la que se les pide reformular la oración española. Las respuestas nos llevarán a un análisis de carácter cuantitativo que muestra las diferencias en la percepción de la idiomaticidad y otro cualitativo que muestra el desempeño en una muestra de oraciones. Los datos globales muestran la confianza en los resultados de la traducción automática y la variabilidad a la que está sujeta la idiomaticidad.
description: Relación de archivos:



 corpus traducciones.ods: corpus de 50 oraciones extraídas de comunicaciones reales anonimizadas, de diferentes empresas a sus clientes en forma de mensajes de correo electrónico, chats o FAQ. Estas oraciones se han traducido automáticamente del inglés al español mediante motores de traducción automática neuronal.

01_descriptiva.rtf: variables categóricas (originales)

02_compara_scores.rtf: descriptiva variables numéricas por grupo 

03_compara_frases.rtf: variables categóricas por grupo
DOI: 10.15468/dl.grzh5j
title: Occurrence Download

description: A dataset containing 3464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "Country is Belgium"
 ]
}

 The dataset includes 3464 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017323-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w38qdg
title: Occurrence Download

description: A dataset containing 76022 records in GBIF matching the query:
SELECT datasetKey, countryCode, COUNT(*) FROM occurrence WHERE continent = 'EUROPE' GROUP BY datasetKey, countryCode

 The dataset's 76022 records were derived from 35665 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017313-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fa3mmz
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Jagera javanica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 181 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006582-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.