cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.gby79a
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trisetum rosei Scribn. & Merr."
 ]
}

 The dataset includes 78 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022926-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2upv7
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calycopeplus Planch."
 ]
}

 The dataset includes 709 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215744-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9u9zbc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.63074 -3.85123,-66.9167 -3.85123,-66.9167 12.40864,-78.63074 12.40864,-78.63074 -3.85123))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callipogon lemoinei Reiche, 1840"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002839-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jdmzj
title: Occurrence Download

description: A dataset containing 2965 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenaea courbaril L."
 ]
}

 The dataset includes 2965 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215745-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwqvxf
title: Occurrence Download

description: A dataset containing 187720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-159.801 22.0685,-159.76283 22.07097,-159.378 22.242,-159.63302 22.242,-159.801 22.242,-159.801 22.0685))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 187720 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022529-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yp7z6
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalocrotonopsis Pax"
 ]
}

 The dataset includes 30 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215746-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hbcag
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Specimen)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eleutherodactylus grandis (Dixon, 1957)"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015793-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsnayz
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Stylocoeniella armata (Ehrenberg, 1834)"
 ]
}

 The dataset includes 540 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037583-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyxk6e
title: Occurrence Download

description: A dataset containing 877 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dodecastigma Ducke"
 ]
}

 The dataset includes 877 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215762-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ng75x
title: Occurrence Download

description: A dataset containing 1914 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Malacocephalus laevis (Lowe, 1843)"
 ]
}

 The dataset includes 1914 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022910-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j3dqw9
title: Occurrence Download

description: A dataset containing 1778 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chiropetalum A.Juss."
 ]
}

 The dataset includes 1778 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215747-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s22btm
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "TaxonKey is Megascolia maculata (Drury, 1773)"
 ]
}

 The dataset includes 285 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022896-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yctmgh
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocousinsia Millsp."
 ]
}

 The dataset includes 65 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215760-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xecgqc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Empheriidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022900-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5zn5s
title: Occurrence Download

description: A dataset containing 682 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dalembertia Baill."
 ]
}

 The dataset includes 682 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215759-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y3ygb
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anomoporia bombycina (Fr.) Pouzar"
 ]
}

 The dataset includes 609 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022920-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xaqzff
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hylandia Airy Shaw"
 ]
}

 The dataset includes 295 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215767-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4zkx6
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lyciasalamandra antalyana (Basoglu & Baran, 1976)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 24 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015794-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvybjr
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasiocroton Griseb."
 ]
}

 The dataset includes 183 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215769-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.us9t6w
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gladiolus angustus L."
 ]
}

 The dataset includes 232 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037567-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rphcct
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oligoceras Gagnep."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215775-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur6jju
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Microthoraciidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022952-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.num787
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemipsocidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 58 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022922-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tut58t
title: Occurrence Download

description: A dataset containing 659 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romanoa Trevis."
 ]
}

 The dataset includes 659 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215788-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4wxd5
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linognathidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 495 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022944-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a64m6
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-131.26703 -10.52465,41.26703 -10.52465,41.26703 58.52465,-131.26703 58.52465,-131.26703 -10.52465))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cattleya trianae Linden & Rchb.f.",
 "Year 2000-2022"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0215783-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucquc8
title: Occurrence Download

description: A dataset containing 207498 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trisetum flavescens (L.) P.Beauv."
 ]
}

 The dataset includes 207498 records from 1112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022942-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17127515
title: NKA RBAC Reproducibility Package (LEAN + Base CSVs), v1.0

description: Reproducibility package for the RBAC journal article. Includes a LEAN artefact (Python rebuild script) and the minimal base CSV export (roles, permissions, role_has_permissions, model_has_roles, model_has_permissions). See REPRODUCIBILITY.md for Windows and Linux/macOS steps. Checksums included. Code under MIT; data under CC BY 4.0. No personal data.

Code © 2025 Rukman Bernard Fernando Pulle, licensed under MIT.
DOI: 10.5281/zenodo.17127516
title: NKA RBAC Reproducibility Package (LEAN + Base CSVs), v1.0

description: Reproducibility package for the RBAC journal article. Includes a LEAN artefact (Python rebuild script) and the minimal base CSV export (roles, permissions, role_has_permissions, model_has_roles, model_has_permissions). See REPRODUCIBILITY.md for Windows and Linux/macOS steps. Checksums included. Code under MIT; data under CC BY 4.0. No personal data.

Code © 2025 Rukman Bernard Fernando Pulle, licensed under MIT.
DOI: 10.17632/2wtdzm4228
title: Data for Ligand Dissociation Pathways from Membrane Receptors Revealed by Weighted Ensemble Simulations

description: We applied the weighted ensemble method (WE), an enhanced sampling method, in molecular dynamics (MD) simulations to
sample the dissociation pathways of Norepinephrine (NE) and Epinephrine (EP) from β₁AR and β₂AR (membrane receptors). To analyze and visualize the results, we used machine learning-based techniques, such as principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and density-based spatial clustering of applications with noise (DBSCAN). We found that NE and EP dissociate via front-side pathways in β₁AR but favor a back-side pathway in β₂AR. WE simulations could yield reasonable koff values. The data set include all the necessary input files for running WE simulations and analysis the simulation results. The link for this data set will be shared in the corresponding paper that will be published.
DOI: 10.17632/2wtdzm4228.2
title: Data for Ligand Dissociation Pathways from Membrane Receptors Revealed by Weighted Ensemble Simulations

description: We applied the weighted ensemble method (WE), an enhanced sampling method, in molecular dynamics (MD) simulations to
sample the dissociation pathways of Norepinephrine (NE) and Epinephrine (EP) from β₁AR and β₂AR (membrane receptors). To analyze and visualize the results, we used machine learning-based techniques, such as principal component analysis (PCA), t-distributed stochastic neighbor embedding (t-SNE), and density-based spatial clustering of applications with noise (DBSCAN). We found that NE and EP dissociate via front-side pathways in β₁AR but favor a back-side pathway in β₂AR. WE simulations could yield reasonable koff values. The data set include all the necessary input files for running WE simulations and analysis the simulation results. The link for this data set will be shared in the corresponding paper that will be published.
DOI: 10.17632/xxd98dwbgr
title: Source Data

description: The source data for paper:AMP-Activated Protein Kinase-Driven Lipid Droplet Dynamics Govern Melanoma Sensitivity to Polyunsaturated Fatty Acid and Iron-induced Ferroptosis
DOI: 10.17632/xxd98dwbgr.1
title: Source Data

description: The source data for paper:AMP-Activated Protein Kinase-Driven Lipid Droplet Dynamics Govern Melanoma Sensitivity to Polyunsaturated Fatty Acid and Iron-induced Ferroptosis
DOI: 10.60873/fk2/tlfp8l
title: Recife RM - Empresas Concessionárias Linha de Ônibus [2024-2025]

description: Relação de empresas concessionárias das linhas de ônibus que operaram na RM do Recife no período de janeiro de 2024 a junho de 2025.
DOI: 10.17632/7ht7jcpnjj
title: Dataset: Artificial intelligence - computational fluid dynamics study close contact melting of phase change materials in a finned shell-tube energy storage

description: The dataset was created from computational fluid dynamics code. Seven distinct melting scenarios were taken into account leading to 173,077 data samples. The dataset includes four text-based variables—Port_(i,PCM), Port_(o,PCM), L_(i,HWF), and L_(o,HWF)—which we converted into numerical values through label encoding.
DOI: 10.17632/7ht7jcpnjj.1
title: Dataset: Artificial intelligence - computational fluid dynamics study close contact melting of phase change materials in a finned shell-tube energy storage

description: The dataset was created from computational fluid dynamics code. Seven distinct melting scenarios were taken into account leading to 173,077 data samples. The dataset includes four text-based variables—Port_(i,PCM), Port_(o,PCM), L_(i,HWF), and L_(o,HWF)—which we converted into numerical values through label encoding.
DOI: 10.17632/59vzjcbmjb
title: Dataset for: Biomarkers Reveal Divergent Pathways in Colorectal Neuroendocrine Neoplasms and Adenocarcinomas: A Mendelian Randomization Study

description: This dataset accompanies the manuscript "Biomarkers Reveal Divergent Pathways in Colorectal Neuroendocrine Neoplasms and Adenocarcinomas: A Mendelian Randomization Study." It includes comprehensive results from the Mendelian randomization analysis conducted to explore the causal associations between identified biomarkers and the respective pathways involved in colorectal neuroendocrine neoplasms and adenocarcinomas.
DOI: 10.17632/59vzjcbmjb.1
title: Dataset for: Biomarkers Reveal Divergent Pathways in Colorectal Neuroendocrine Neoplasms and Adenocarcinomas: A Mendelian Randomization Study

description: This dataset accompanies the manuscript "Biomarkers Reveal Divergent Pathways in Colorectal Neuroendocrine Neoplasms and Adenocarcinomas: A Mendelian Randomization Study." It includes comprehensive results from the Mendelian randomization analysis conducted to explore the causal associations between identified biomarkers and the respective pathways involved in colorectal neuroendocrine neoplasms and adenocarcinomas.
DOI: 10.15468/dl.bweg8x
title: Occurrence Download

description: A dataset containing 11550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "TaxonKey is Rhionaeschna multicolor"
 ]
}

 The dataset includes 11550 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004733-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh2pwf
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A Review of the Tantilla taeniata Species Group (Reptilia: Squamata: Colubridae: Colubrinae) in Honduras, with the Description of Three New Species"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004734-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/rnfyhrtfkw
title: CPSMI2025

description: This dataset is related to a Data in Brief paper named "CPSMI2025: A Curated Dataset of Conventional Pap Smear Microscopy Images for Deep Learning-Based Cervical Cancer Screening". It comprises 2,169 images of conventional Pap smears obtained using a low-cost, open-design microscope. The images are organized into nine subcategories, which are further grouped into four major categories. They were captured from more than 350 different slides, each previously reviewed and interpreted by both a pathologist and a cytotechnologist.
DOI: 10.17632/rnfyhrtfkw.1
title: CPSMI2025

description: This dataset is related to a Data in Brief paper named "CPSMI2025: A Curated Dataset of Conventional Pap Smear Microscopy Images for Deep Learning-Based Cervical Cancer Screening". It comprises 2,169 images of conventional Pap smears obtained using a low-cost, open-design microscope. The images are organized into nine subcategories, which are further grouped into four major categories. They were captured from more than 350 different slides, each previously reviewed and interpreted by both a pathologist and a cytotechnologist.
DOI: 10.5281/zenodo.7331977
title: Base de dados interação com as tecnologias digitais e desempenho dos tipos de atenção: estudantes do Brasil e Portugal

description: O estudo realizado caracteriza-se como uma pesquisa de campo e observou um design de investigação do tipo ex post facto (MATTAR; RAMOS, 2021), com seleção não aleatória dos indivíduos participantes.


A amostra foi composta por conveniência envolvendo 12 turmas de 1º e 2º ano de duas escolas públicas da cidade de Aveiro em Portugal e 6 turmas de uma escola pública federal da cidade de Florianópolis no Brasil. A partir do retorno dos Termos de Consentimento Livre e Esclarecido e Termo de Assentimento, participaram da coleta 84 crianças portuguesas e 85 brasileiras.


A coleta de dados foi realizada por meio do envio de um questionário aos pais. O questionário inclui informações sobre as crianças como nome, idade, escola e ano escolar e oito questões objetivas que abordavam as brincadeiras preferidas, o modo como as crianças brincam, o acesso a tecnologias digitais, a tecnologia preferida e os tempos dedicados a acesso as tecnologias digitais e a interação com os jogos digitais.


Em sala de aula as crianças responderam a Bateria Psicológica para Avaliação da Atenção (BPA) composta por três subtestes de Atenção Concentrada, Atenção Dividida e Atenção Alternada. Cada subteste apresenta tarefas que envolvem a discriminação de estímulos específicos dentre um conjunto de estímulos distratores em tempos determinados (RUEDA, 2013).


Referências:


MATTAR, J., RAMOS, D.. Metodologia da pesquisa em educação: abordagens qualitativas, quantitativas e mistas. São Paulo: Edições 70, 2021.


RUEDA, F. J. M. Bateria psicológica para avaliação da atenção (BPA). São Paulo: Vetor, 2013.