cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.z620x7
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ptilotrigona pereneae (Schwarz, 1943)",
 "Country is Ecuador"
 ]
}

 The dataset includes 48 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001555-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-4988
title: The impact of Blake v. Los Angeles on the selection, recruitment, training, appointment & performance of women & minorities for the LAPD, v.I, 1990-07

description: George T. Felkenes and Lawrence Trostle, et al. The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume I. Claremont, California: Claremont Graduate School, 1990 July. Reports - The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume I by the Claremont Graduate School. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.snj9cy
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrobium cuneatum Schltr."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168925-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-5063
title: The impact of Blake v. Los Angeles on the selection, recruitment, training, appointment & performance of women & minorities for the LAPD, v.II, 1990-07

description: George T. Felkenes and Lawrence Trostle, et al. The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume II. Claremont, California: Claremont Graduate School, 1990 July. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.b9kua2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Aves Argentinas / Asociación Ornitológica del Plata - Colección de registros observacionales de aves silvestres argentinas - Lista Narosky: familia Donacobiidae"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001555-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-5135
title: The impact of Blake v. Los Angeles on the selection, recruitment, training, appointment & performance of women & minorities for the LAPD, v.II, 1990-07

description: George T. Felkenes and Lawrence Trostle, et al. The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume II. Claremont, California: Claremont Graduate School, 1990 July. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.25549/independent-c69-4992
title: The impact of Blake v. Los Angeles on the selection, recruitment, training, appointment & performance of women & minorities for the LAPD, v.I, 1990-07

description: George T. Felkenes and Lawrence Trostle, et al. The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume I. Claremont, California: Claremont Graduate School, 1990 July. Reports - The impact of Fanchon Blake v. City of Los Angeles on the selection, recruitment, training, appointment and performance of women and minorities for the Los Angeles Police Department, volume I by the Claremont Graduate School. PART OF A SERIES: The series consists of miscellaneous source materials that were collected and analyzed over the course of the Independent Commission's investigation. Included are the following: article clippings pertaining to the Rodney King incident; legal materials related to the Gates v. Board of Los Angeles Police Commissioners case, including appellate documents, court transcripts, preliminary injunctions, and briefs; black-and-white photographs; essays and articles related to police misconduct; issues of The Thin Blue Line, the Los Angeles Police Protective League's monthly publication, and Perspectives on Policing, a newsletter published by the United States Department of Justice; materials regarding policing issues in other major United States cities, including commission reports and Pate and Hamilton's book The Big Six: Policing America's Largest Cities; supplemental materials and appendices to the Independent Commission's report; requests for copies of the Commission report; transcripts from public hearings conducted by members of the Commission; and instructional materials related to the Video Incident Capture System, a video camera system that provides video and audio records of police officers' activities while on patrol.
DOI: 10.15468/dl.nhkjc6
title: Occurrence Download

description: A dataset containing 6651863 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)"
 ]
}

 The dataset includes 6651863 records from 3797 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0168922-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4119/unibi/3007759
title: Dataset for "Searching for the QCD critical endpoint using multi-point Pade approximations"

description: This dataset contains all data and python scripts to reporduce the analysis and figures in the publication "Searching for the QCD critical endpoint using multi-point Pade approximations", accepted for publication in Phys. Rev. D.
DOI: 10.34740/kaggle/dsv/13487840
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17432623
title: Hi_BITS_INL_Simulation Parameters for Ultrathin and Bifacial CIGS solar cells

description: Simulation Parameters for Ultrathin and Bifacial CIGS solar cells, specifically for optoelectronic SCAPS simulations, with references for solar cell layers optical data.
DOI: 10.5281/zenodo.17432624
title: Hi_BITS_INL_Simulation Parameters for Ultrathin and Bifacial CIGS solar cells

description: Simulation Parameters for Ultrathin and Bifacial CIGS solar cells, specifically for optoelectronic SCAPS simulations, with references for solar cell layers optical data.
DOI: 10.15468/dl.dkju2q
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "TaxonKey is Carex parvula"
 ]
}

 The dataset includes 746 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054798-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzqzyw
title: Occurrence Download

description: A dataset containing 1323836 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fagus sylvatica"
 ]
}

 The dataset includes 1323836 records from 2335 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054769-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhh39d
title: Occurrence Download

description: A dataset containing 35883 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pocillopora damicornis (Linnaeus, 1758)"
 ]
}

 The dataset includes 35883 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018920-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7324092
title: Data from: Chromosome-scale reference genome and RAD-based genetic map of yellow starthistle (Centaurea solstitialis) reveal putative structural variation and QTLs associated with invader traits

description: The data directory here includes all of the data and scripts necessary to recreate the results and plots for the manuscript titled "Chromosome-scale reference genome and RAD-based genetic map of yellow starthistle (Centaurea solstitialis) reveal putative structural variation and QTLs associated with invader traits". These data include a genetic map, QTL analysis, paleolog analysis, gene synteny analysis,  and assembly validation for yellow starthistle (Centaurea solstitialis).
DOI: 10.5281/zenodo.7324093
title: Data from: Chromosome-scale reference genome and RAD-based genetic map of yellow starthistle (Centaurea solstitialis) reveal putative structural variation and QTLs associated with invader traits

description: The data directory here includes all of the data and scripts necessary to recreate the results and plots for the manuscript titled "Chromosome-scale reference genome and RAD-based genetic map of yellow starthistle (Centaurea solstitialis) reveal putative structural variation and QTLs associated with invader traits". These data include a genetic map, QTL analysis, paleolog analysis, gene synteny analysis,  and assembly validation for yellow starthistle (Centaurea solstitialis).
DOI: 10.15468/dl.brb7q6
title: Occurrence Download

description: A dataset containing 1424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Siphamia Weber, 1909"
 ]
}

 The dataset includes 1424 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001992-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tn2qx
title: Occurrence Download

description: A dataset listing the 21490 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is one of (Germany, Sweden, Poland, Lithuania, Belarus, Slovakia, Czechia, Austria)",
 "OccurrenceStatus is Present",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset's 21490 records were derived from 1030 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001988-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14953239
title: Spatial Variation of Rise Time and Dwell Time Induced by a Hypervelocity Impact
DOI: 10.17909/mr4p-v151
title: Data from Water ice in the debris disk around HD 181327

description: In this work, we processed the HD 181327 and Iota Mic data using the standard JWST Science Calibration pipeline (v1.13.3) stages 1 to 3.
DOI: 10.60508/gt4t-yn62
title: Cyclops: Automated detection of interictal epileptiform discharges with few EEG channels

description: Interictal epileptiform discharges (IEDs) are crucial for epilepsy diagnosis
and management. New EEG devices with fewer electrodes are more accessible but
their ability to detect IEDs is uncertain. The aim of this study is to develop
and validate a machine learning model capable of detecting IEDs in reduced-
channel EEG data, enabling broader epilepsy diagnosis.

Using EEG samples from 3,378 patients and an external validation set of 51
patients, we trained Cyclops, a deep neural network designed to function
across various channel configurations.

Performance was evaluated using AUROC and other clinically relevant metrics,
including IED source location sensitivity. Cyclops demonstrated strong
performance even with minimal channels. AUROC for one channel: 0.876 [95% CI:
0.854-0.897]; best configuration based on a clinically available product:
0.950 [95% CI: 0.936-0.962]; for the detection of focal IEDs with two local
channels, AUROC values ranged from 0.701 [95% CI: 0.656-0.745] to 0.930 [95%
CI: 0.902-0.955] with a median AUROC of 0.809. On the external validation set,
performance ranged from 0.692 [95% CI: 0.593-0.782] to 0.949 [95% CI:
0.922-0.972] with a median AUROC of 0.846. Thus, Cyclops supports effective
IED detection with reduced EEG setups, enhancing accessibility and expanding
epilepsy diagnosis to broader patient populations.
DOI: 10.60508/8qx2-hv37
title: Cyclops: Automated detection of interictal epileptiform discharges with few EEG channels

description: Interictal epileptiform discharges (IEDs) are crucial for epilepsy diagnosis
and management. New EEG devices with fewer electrodes are more accessible but
their ability to detect IEDs is uncertain. The aim of this study is to develop
and validate a machine learning model capable of detecting IEDs in reduced-
channel EEG data, enabling broader epilepsy diagnosis.

Using EEG samples from 3,378 patients and an external validation set of 51
patients, we trained Cyclops, a deep neural network designed to function
across various channel configurations.

Performance was evaluated using AUROC and other clinically relevant metrics,
including IED source location sensitivity. Cyclops demonstrated strong
performance even with minimal channels. AUROC for one channel: 0.876 [95% CI:
0.854-0.897]; best configuration based on a clinically available product:
0.950 [95% CI: 0.936-0.962]; for the detection of focal IEDs with two local
channels, AUROC values ranged from 0.701 [95% CI: 0.656-0.745] to 0.930 [95%
CI: 0.902-0.955] with a median AUROC of 0.809. On the external validation set,
performance ranged from 0.692 [95% CI: 0.593-0.782] to 0.949 [95% CI:
0.922-0.972] with a median AUROC of 0.846. Thus, Cyclops supports effective
IED detection with reduced EEG setups, enhancing accessibility and expanding
epilepsy diagnosis to broader patient populations.
DOI: 10.60508/y74r-zm40
title: Cyclops: Automated detection of interictal epileptiform discharges with few EEG channels

description: Interictal epileptiform discharges (IEDs) are crucial for epilepsy diagnosis
and management. New EEG devices with fewer electrodes are more accessible but
their ability to detect IEDs is uncertain. The aim of this study is to develop
and validate a machine learning model capable of detecting IEDs in reduced-
channel EEG data, enabling broader epilepsy diagnosis.

Using EEG samples from 3,378 patients and an external validation set of 51
patients, we trained Cyclops, a deep neural network designed to function
across various channel configurations.

Performance was evaluated using AUROC and other clinically relevant metrics,
including IED source location sensitivity. Cyclops demonstrated strong
performance even with minimal channels. AUROC for one channel: 0.876 [95% CI:
0.854-0.897]; best configuration based on a clinically available product:
0.950 [95% CI: 0.936-0.962]; for the detection of focal IEDs with two local
channels, AUROC values ranged from 0.701 [95% CI: 0.656-0.745] to 0.930 [95%
CI: 0.902-0.955] with a median AUROC of 0.809. On the external validation set,
performance ranged from 0.692 [95% CI: 0.593-0.782] to 0.949 [95% CI:
0.922-0.972] with a median AUROC of 0.846. Thus, Cyclops supports effective
IED detection with reduced EEG setups, enhancing accessibility and expanding
epilepsy diagnosis to broader patient populations.
DOI: 10.6084/m9.figshare.28518146
title: Unleashing Creativity: Dataset on Design Thinking and Innovative Learning Actions

description: This file consist of data collected for and we have analysed using SMART PLS software .
DOI: 10.15468/dl.d9sdg7
title: Occurrence Download

description: A dataset listing the 4482 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-68.95737 -41.41933,-41.58851 -41.41933,-41.58851 -30.47696,-68.95737 -30.47696,-68.95737 -41.41933))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset's 4482 records were derived from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002040-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58cdaw
title: Occurrence Download

description: A dataset containing 55410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurium pulchellum (Sw.) Druce)",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Observation, Literature Occurrence)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55410 records from 677 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mpz7wfrs53.1
title: DRAINMOD Predicted Impact of Climate Change on Hydrology, Corn Yield, and Drainage Design in the Western Lake Erie Basin, United States

description: The data provided are the main data used in the analyses in this study. The dataset includes historical and future:

1. Weather parameters (temperature and precipitation): measured, downloaded from NOAA, downloaded from nearby weather stations, and downloaded from NASA NEX-GDDP 
2. Evapotranspiration: predicted by DRAINMOD 
3. Drainage discharge: predicted by DRAINMOD and measured 
4. Water-table depth: Predicted by DRAINMOD and measured 
5. Corn yield: Predicted by DRAINMOD and measured 
6. Average annual return of investment: calculated based on DRAINMOD's output and gathered economic parameters 
7. DRAINMOD model's calibration and validation

Highlights:
• DRAINMOD predicted free drainage for historical and future scenarios.
• DRAINMOD predicted deeper water table and less drainage discharge in the future.
• Higher drought stress is expected to reduce crop yields in the future.
• Wider drain spacings are projected to be more profitable in the future.
DOI: 10.5281/zenodo.15002685
title: Base de datos empleada en Hematoma subdural agudo en servicio de Urgencia del Hospital Universitario "General Calixto García", Cuba

description: Base de datos empleada en Hematoma subdural agudo en servicio de Urgencia del Hospital Universitario “General Calixto García”, Cuba. Investigación observacional, descriptiva, de corte transversal, realizada en una muestra conformada por 44 pacientes (n = 44) que fueron sometidos a procederes quirúrgicos. Las variables estudiadas fueron: sexo, edad, causas de la lesión, valor de la escala de coma de Glasgow, Presencia de signos imagenológicos de mal pronóstico y procedimiento realizado. Se efectúo un análisis estadístico con empleo de la prueba de Ji cuadrado.
DOI: 10.5281/zenodo.15002686
title: Base de datos empleada en Hematoma subdural agudo en servicio de Urgencia del Hospital Universitario "General Calixto García", Cuba

description: Base de datos empleada en Hematoma subdural agudo en servicio de Urgencia del Hospital Universitario “General Calixto García”, Cuba. Investigación observacional, descriptiva, de corte transversal, realizada en una muestra conformada por 44 pacientes (n = 44) que fueron sometidos a procederes quirúrgicos. Las variables estudiadas fueron: sexo, edad, causas de la lesión, valor de la escala de coma de Glasgow, Presencia de signos imagenológicos de mal pronóstico y procedimiento realizado. Se efectúo un análisis estadístico con empleo de la prueba de Ji cuadrado.
DOI: 10.15468/dl.uemc7u
title: Occurrence Download

description: A dataset containing 44043 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NRM-Mammals"
 ]
}

 The dataset includes 44043 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001203-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.