cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14796549
title: Burns knowledge QA

description: Dataset created to validate Large Language Models knowledge about burns. This dataset was generated on two steps: first, based on scientific content of 43 articles, 1670 synthetic pairs of question-answer about burns were generated using Chat-GTP3.5-turbo and Llama3.1-8B. Next, a burn specialists reviewed these questions, filtering only the correct and most relevant ones, resulting in the final composition of 262 refined pairs. All pairs were generated in brazilian portuguese. This dataset was created through a partnership between the Hospital Israelita Albert Einstein and the companies Nupen and DMC.
DOI: 10.5281/zenodo.14796550
title: Burns knowledge QA

description: Dataset created to validate Large Language Models knowledge about burns. This dataset was generated on two steps: first, based on scientific content of 43 articles, 1670 synthetic pairs of question-answer about burns were generated using Chat-GTP3.5-turbo and Llama3.1-8B. Next, a burn specialists reviewed these questions, filtering only the correct and most relevant ones, resulting in the final composition of 262 refined pairs. All pairs were generated in brazilian portuguese. This dataset was created through a partnership between the Hospital Israelita Albert Einstein and the companies Nupen and DMC.
DOI: 10.5281/zenodo.14015245
title: POLEN
title: Política Externa em Números
title: Foreign Policy in Numbers
title: Politica Exterior en Números

description: POLEN (Foreign Policy in Numbers) is a portal that presents a variety of data on Brazil's activities abroad, as well as federal spending on the country's international relations. We pay special attention to Brazil's bilateral relations, through the foreign policy index, an aggregated measure of several indicators on the level of bilateral engagement with 195 countries, as well as diplomatic spending by country. With this data, we are able to evaluate foreign policy under the traditional model of public policies of costs (input) and benefits (output), assuming as a central objective to maintain or increase international engagement with its peers. Determining the success or failure of foreign policy requires the establishment of a tangible objective, capable of measuring the costs of the initiative and the gains achieved. This platform seeks to contribute to the construction of a quantitative model for evaluating Brazilian foreign policy.

The present data compressed in the folder called Data POLEN are hosted on the website: polen.iri.usp.br On the website you will find all the data in a user-friendly format, with filters, graphs and the possibility to download datasets. We recommend using the virtual platform to obtain and manipulate the data.
DOI: 10.5281/zenodo.14015246
title: POLEN
title: Política Externa em Números
title: Foreign Policy in Numbers
title: Politica Exterior en Números

description: POLEN (Foreign Policy in Numbers) is a portal that presents a variety of data on Brazil's activities abroad, as well as federal spending on the country's international relations. We pay special attention to Brazil's bilateral relations, through the foreign policy index, an aggregated measure of several indicators on the level of bilateral engagement with 195 countries, as well as diplomatic spending by country. With this data, we are able to evaluate foreign policy under the traditional model of public policies of costs (input) and benefits (output), assuming as a central objective to maintain or increase international engagement with its peers. Determining the success or failure of foreign policy requires the establishment of a tangible objective, capable of measuring the costs of the initiative and the gains achieved. This platform seeks to contribute to the construction of a quantitative model for evaluating Brazilian foreign policy.

The present data compressed in the folder called Data POLEN are hosted on the website: polen.iri.usp.br On the website you will find all the data in a user-friendly format, with filters, graphs and the possibility to download datasets. We recommend using the virtual platform to obtain and manipulate the data.
DOI: 10.6084/m9.figshare.28872962
title: Data and code from: Hatchery-reared coho salmon develop less otolith deformities in tanks with alternating water flow directions

description: Data and code from the manuscript: "Hatchery-reared coho salmon develop less otolith deformities in tanks with alternating water flow directions"This Figshare repository includes all raw data and code used in the manuscript, organized as follows:Otolith Examination:<b>flow.csv</b><br>Contains raw data on the percent coverage of aragonite and vaterite for the left (L) and right (R) sagittal otoliths of individual coho salmon from each treatment (alternating, clockwise, counterclockwise) and tank across two experimental years.<b>flow.pond.release.csv</b><br>A subset of flow.csv including only data for fish sampled at first ponding (experiment day 0) and at release (experiment day ~400) for each treatment.In both datasets:"percent.arag.L" and "percent.vat.L" refer to the percentage of aragonite and vaterite pixels in the left otolith, respectively."percent.arag.R" and "percent.vat.R" refer to the percentage of aragonite and vaterite pixels in the right otolith, respectively.Measurements were generated by manually classifying otolith regions in Adobe Photoshop and calculating pixel coverage using a Python script.Representative otolith images and details of the classification workflow are provided in the main manuscript figures and Methods section. The full image dataset is available from the corresponding author upon reasonable request, but is not required to reproduce the analyses.<b>FlowTrialsStats.Rmd</b> and <b>FlowTrialsStats.pdf</b><br>Contain all R code and output used to analyze vaterite coverage and otolith pair type proportions over time using zero-inflated beta GLMMs and other methods described in the manuscript.Survival Analyses:<b>bottleneck_locations_2024-01-09.xlsx</b><br>Provides latitude and longitude coordinates for the PIT-tag antenna arrays installed in the Goldstream River.<b>goldstream_detections_2024-11-15.csv</b><br>Contains PIT-tag detection records for juvenile and returning adult coho salmon, including timestamps, PIT tag IDs, and detection array IDs.<b>Goldstream coho_Detection_Efficiency.R</b><br>R code for calculating PIT antenna detection efficiencies following the method of Connolly (2010), incorporating Wilson’s 95% confidence intervals.<b>Goldstream coho_SAR analyses.R</b><br>R code for estimating survival to adult return (SAR) rates adjusted for detection efficiencies and for conducting logistic regression analyses on individual PIT-tag survival outcomes.<br>
DOI: 10.6084/m9.figshare.28872962.v2
title: Data and code from: Hatchery-reared coho salmon develop less otolith deformities in tanks with alternating water flow directions

description: Data and code from the manuscript: "Hatchery-reared coho salmon develop less otolith deformities in tanks with alternating water flow directions"This Figshare repository includes all raw data and code used in the manuscript, organized as follows:Otolith Examination:<b>flow.csv</b><br>Contains raw data on the percent coverage of aragonite and vaterite for the left (L) and right (R) sagittal otoliths of individual coho salmon from each treatment (alternating, clockwise, counterclockwise) and tank across two experimental years.<b>flow.pond.release.csv</b><br>A subset of flow.csv including only data for fish sampled at first ponding (experiment day 0) and at release (experiment day ~400) for each treatment.In both datasets:"percent.arag.L" and "percent.vat.L" refer to the percentage of aragonite and vaterite pixels in the left otolith, respectively."percent.arag.R" and "percent.vat.R" refer to the percentage of aragonite and vaterite pixels in the right otolith, respectively.Measurements were generated by manually classifying otolith regions in Adobe Photoshop and calculating pixel coverage using a Python script.Representative otolith images and details of the classification workflow are provided in the main manuscript figures and Methods section. The full image dataset is available from the corresponding author upon reasonable request, but is not required to reproduce the analyses.<b>FlowTrialsStats.Rmd</b> and <b>FlowTrialsStats.pdf</b><br>Contain all R code and output used to analyze vaterite coverage and otolith pair type proportions over time using zero-inflated beta GLMMs and other methods described in the manuscript.Survival Analyses:<b>bottleneck_locations_2024-01-09.xlsx</b><br>Provides latitude and longitude coordinates for the PIT-tag antenna arrays installed in the Goldstream River.<b>goldstream_detections_2024-11-15.csv</b><br>Contains PIT-tag detection records for juvenile and returning adult coho salmon, including timestamps, PIT tag IDs, and detection array IDs.<b>Goldstream coho_Detection_Efficiency.R</b><br>R code for calculating PIT antenna detection efficiencies following the method of Connolly (2010), incorporating Wilson’s 95% confidence intervals.<b>Goldstream coho_SAR analyses.R</b><br>R code for estimating survival to adult return (SAR) rates adjusted for detection efficiencies and for conducting logistic regression analyses on individual PIT-tag survival outcomes.<br>
DOI: 10.13020/k6k4-7t23
title: Supporting Data for Large Near-Infrared Refractive Index Modulation in Ion-Gel-Gated BaSnO₃ for Active Metasurfaces

description: The data included here contain the information necessary to recreate the figures in a manuscript titled "Large Near-Infrared Refractive Index Modulation in Ion-Gel-Gated BaSnO₃ for Active Metasurfaces". The data files include experimental X-ray diffraction, optical transmittance, spectroscopic ellipsometry, and Hall effect measurements. They also include electrostatic modeling, refractive index modeling, and full-wave electromagnetic simulation data.
DOI: 10.3886/e227805
title: NSF Awards Search

description: This dataset contains all data from the NSF Award Search downloads page.<br><br>Data is made available in a JSON format. The JSON schema is available in the Award.json file.<br><br>Notes:<br><br>In January 2025, NSF converted the downloadable format for all awards from XML to JSON.<br><br>In April 2024, NSF extended Program Element Codes (PECs) from four to six digits. Existing four-digit codes were converted to six-digits by adding a '00'. For example, PEC 4634 and 463400 are the same. Any updates to older awards use the new six-digit codes.<br><br>The "Historical Awards" file contains all awards made prior to 1976. Please note that some data, such as text abstracts, are not available for these older awards.
DOI: 10.3886/e227805v1
title: NSF Awards Search

description: This dataset contains all data from the NSF Award Search downloads page.<br><br>Data is made available in a JSON format. The JSON schema is available in the Award.json file.<br><br>Notes:<br><br>In January 2025, NSF converted the downloadable format for all awards from XML to JSON.<br><br>In April 2024, NSF extended Program Element Codes (PECs) from four to six digits. Existing four-digit codes were converted to six-digits by adding a '00'. For example, PEC 4634 and 463400 are the same. Any updates to older awards use the new six-digit codes.<br><br>The "Historical Awards" file contains all awards made prior to 1976. Please note that some data, such as text abstracts, are not available for these older awards.
DOI: 10.15468/dl.v8kj8v
title: Occurrence Download

description: A dataset containing 3869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atelopus chiriquiensis Shreve, 1936, Atelopus senex Taylor, 1952, Atelopus varius (Lichtenstein & Martens, 1856), Incilius holdridgei (Taylor, 1952), Incilius periglenes (Savage, 1967), Agalychnis annae (Duellman, 1963), Agalychnis lemur (Boulenger, 1882), Duellmanohyla uranochroa (Cope, 1875), Isthmohyla pictipes (Cope, 1875), Isthmohyla rivularis (Taylor, 1952), Isthmohyla angustilineata (Taylor, 1952), Isthmohyla tica (Starrett, 1966), Craugastor ranoides (Cope, 1886), Craugastor escoces (Savage, 1975), Craugastor angelicus (Savage, 1975), Craugastor fleischmanni (Boettger, 1892), Craugastor andi (Savage, 1974), Lithobates vibicarius (Cope, 1894))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 3869 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002399-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15116100
title: The impacts of Fe mine tailings in the oral bioaccessibility of potentially toxic elements: a study case on the world's largest mining disaster

description: This dataset compiles the results of a multidisciplinary geochemical study evaluating the role of iron (Fe) oxides in controlling the oral bioaccessibility of potentially toxic elements (PTEs) in estuarine soils affected by Fe-rich mine tailings from the 2015 Mariana disaster (Brazil). Soil samples were collected from eight locations in the Doce River estuary, sixyears after the arrival of tailings in Regência (2021).

Given that soil oxidation can occur during sample preparation (e.g., drying), potentially altering PTE behavior, we hypothesized that this step may influence oral bioaccessibility outcomes. To investigate this, in vitro oral bioaccessibility tests (Unified BARGE Method, UBM) were applied to three sets of samples:



FD (Fine and Dry): Air-dried at 45 °C and sieved to <250 µm (standard method);

BD (Bulk and Dry): Air-dried at 45 °C and sieved to <2 mm;

BW (Bulk and Wet): Field-moist samples, refrigerated immediately after sampling (<4 °C), without drying or sieving.


Sample Preparation Note:All samples labeled as BW, BWg, BWgi, FDg, and FDgi were freeze-dried (lyophilized) prior to spectroscopic analysis. This procedure was used to preserve sample integrity after in vitro digestion steps and to standardize moisture content across treatments.

The study also examined the distribution of Fe and PTEs in the solid phase using non-specific sequential extraction (CISED) and mineralogical characterization (FTIR, DRS, and XRD), both before and after UBM testing.

The dataset includes:





Field data (pH, Eh, temperature, moisture, GPS coordinates);




UBM bioaccessibility results;




Total and extractable element concentrations (USEPA 3052 and sequential extraction);


FTIR, DRS, and XRD spectra and images;



Soil particle size distribution (granulometry);




CISED extraction data (non-specific 14-step leaching profiles).



These data contribute to understanding the influence of Fe oxides on PTE speciation and oral bioaccessibility, supporting environmental risk assessments in Fe-contaminated estuarine systems.
DOI: 10.5281/zenodo.15171713
title: Describing heterostyly, pollen, and sexual organ reciprocity in Rourea chrysomalla (Connaraceae), a rare and threatened species from the Brazilian Cerrado
title: Floral morphology and implications for the reproductive system of Connaraceae, with emphasis on neotropical species

description: This section presents the data related to Rourea chrysomalla, a rare and endemic species from the Brazilian Cerrado, presumably threatened and previously lacking records within conservation units. These findings are associated with the publication 'Describing heterostyly, pollen, and sexual organ reciprocity in Rourea chrysomalla (Connaraceae), a rare and threatened species from the Brazilian Cerrado', published in Flora (Volume 314, May 2024, Article 152483), accessible at: https://doi.org/10.1016/j.flora.2024.152483.
DOI: 10.5281/zenodo.13958690
title: Outubro Rosa: Previna-se e Cuide-se!

description: Neste Outubro Rosa, nosso foco é a conscientização sobre o câncer de mama. Sabemos que o diagnóstico precoce pode salvar vidas, e queremos ajudar você a entender os principais fatores de risco, sinais de alerta e como a prevenção pode fazer toda a diferença! Este folder foi desenvolvido por uma acadêmica de Enfermagem em estágio pela Prefeitura do Rio de Janeiro, trazendo informações claras e acessíveis para promover a saúde e o bem-estar da mulher. Informe-se, compartilhe e participe desta campanha! Porque juntos, podemos vencer o câncer de mama.
DOI: 10.5281/zenodo.13958691
title: Outubro Rosa: Previna-se e Cuide-se!

description: Neste Outubro Rosa, nosso foco é a conscientização sobre o câncer de mama. Sabemos que o diagnóstico precoce pode salvar vidas, e queremos ajudar você a entender os principais fatores de risco, sinais de alerta e como a prevenção pode fazer toda a diferença! Este folder foi desenvolvido por uma acadêmica de Enfermagem em estágio pela Prefeitura do Rio de Janeiro, trazendo informações claras e acessíveis para promover a saúde e o bem-estar da mulher. Informe-se, compartilhe e participe desta campanha! Porque juntos, podemos vencer o câncer de mama.
DOI: 10.5281/zenodo.15116099
title: The impacts of Fe mine tailings in the oral bioaccessibility of potentially toxic elements: a study case on the world's largest mining disaster

description: This dataset compiles the results of a multidisciplinary geochemical study evaluating the role of iron (Fe) oxides in controlling the oral bioaccessibility of potentially toxic elements (PTEs) in estuarine soils affected by Fe-rich mine tailings from the 2015 Mariana disaster (Brazil). Soil samples were collected from eight locations in the Doce River estuary, sixyears after the arrival of tailings in Regência (2021).

Given that soil oxidation can occur during sample preparation (e.g., drying), potentially altering PTE behavior, we hypothesized that this step may influence oral bioaccessibility outcomes. To investigate this, in vitro oral bioaccessibility tests (Unified BARGE Method, UBM) were applied to three sets of samples:



FD (Fine and Dry): Air-dried at 45 °C and sieved to <250 µm (standard method);

BD (Bulk and Dry): Air-dried at 45 °C and sieved to <2 mm;

BW (Bulk and Wet): Field-moist samples, refrigerated immediately after sampling (<4 °C), without drying or sieving.


Sample Preparation Note:All samples labeled as BW, BWg, BWgi, FDg, and FDgi were freeze-dried (lyophilized) prior to spectroscopic analysis. This procedure was used to preserve sample integrity after in vitro digestion steps and to standardize moisture content across treatments.

The study also examined the distribution of Fe and PTEs in the solid phase using non-specific sequential extraction (CISED) and mineralogical characterization (FTIR, DRS, and XRD), both before and after UBM testing.

The dataset includes:





Field data (pH, Eh, temperature, moisture, GPS coordinates);




UBM bioaccessibility results;




Total and extractable element concentrations (USEPA 3052 and sequential extraction);


FTIR, DRS, and XRD spectra and images;



Soil particle size distribution (granulometry);




CISED extraction data (non-specific 14-step leaching profiles).



These data contribute to understanding the influence of Fe oxides on PTE speciation and oral bioaccessibility, supporting environmental risk assessments in Fe-contaminated estuarine systems.
DOI: 10.5281/zenodo.15171714
title: Describing heterostyly, pollen, and sexual organ reciprocity in Rourea chrysomalla (Connaraceae), a rare and threatened species from the Brazilian Cerrado
title: Floral morphology and implications for the reproductive system of Connaraceae, with emphasis on neotropical species

description: This section presents the data related to Rourea chrysomalla, a rare and endemic species from the Brazilian Cerrado, presumably threatened and previously lacking records within conservation units. These findings are associated with the publication 'Describing heterostyly, pollen, and sexual organ reciprocity in Rourea chrysomalla (Connaraceae), a rare and threatened species from the Brazilian Cerrado', published in Flora (Volume 314, May 2024, Article 152483), accessible at: https://doi.org/10.1016/j.flora.2024.152483.
DOI: 10.15468/dl.hd4zde
title: Occurrence Download

description: A dataset containing 508 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Barents Sea Zooplankton – March and May 1998 and July 1999. Zooplankton sampling on board the Norwegian R/V Jan Mayen, program ALV"
 ]
}

 The dataset includes 508 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002400-250424135625364/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.28869998
title: Database of Agricultural Climate Adaptation Strategies in Nigeria (2000–2017)

description: This dataset compiles documented agricultural adaptation strategies to climate change in Nigeria, identified through a systematic review of peer-reviewed literature from 2000 to 2017. It includes information on strategy type, agro-ecological zone, implementation level, and key barriers or enablers. The database is intended to support researchers, development practitioners, and policy-makers seeking to design context-specific and inclusive adaptation programs.
DOI: 10.21985/n2-3y30-th04
title: Open-source computational pipeline automatically flags instances of acute respiratory distress syndrome from electronic health records
DOI: 10.15468/dl.nchc2k
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-108.23161 37.78493,-106.58116 37.78493,-106.58116 38.44480,-108.23161 38.44480,-108.23161 37.78493))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Boloria improba acrocnema Gall & Sperling, 1980"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002401-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q24swp
title: Occurrence Download

description: A dataset containing 713699 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pedicularis L."
 ]
}

 The dataset includes 713699 records from 1591 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002394-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2jqzn
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "StateProvince is one of (Cusco, Cuzco)",
 "TaxonKey is one of (Aglaeactis cupripennis [GBIF Backbone Taxonomy])",
 "Country is one of (Peru)"
 ]
 }
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007354-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bhbgyf
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vireo bellii pusillus Coues, 1866"
 ]
}

 The dataset includes 1041 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010548-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.