cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2hurep
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix pedicellaris Pursh",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 755 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178008-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewtvx7
title: Occurrence Download

description: A dataset containing 10354 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herpetological collection of National Museum of Nature and Science"
 ]
}

 The dataset includes 10354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020315-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgats9
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix drummondiana Barratt ex Hook.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 304 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177989-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1rtdog
title: Occurrence Download

description: A dataset containing 1211 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PAMP-tracheo: Vascular plants recovery after a fire event in a mixed oak forest in Nazar (Navarra, Spain). PhD project, L. Alberdi"
 ]
}

 The dataset includes 1211 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020315-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckncav
title: Occurrence Download

description: A dataset containing 486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salix arbusculoides Andersson",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 486 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0177972-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajh8ym
title: Occurrence Download

description: A dataset containing 1370 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Spondias purpurea L."
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1370 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020316-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14575942
title: Behavioral Emotion Recognition Dataset (BERD)

description: Abstract: The Behavioral Emotion Recognition Dataset (BERD) was developed as part of the research study titled "Behavioral Research Methodologies for Bodily Emotion Recognition." This dataset comprises motion capture data collected from participants performing emotional body movements under various experimental conditions. It is designed to facilitate the development and evaluation of automatic emotion recognition (AER) systems using bodily movement data. The dataset offers insights into the effects of participant acting expertise, motion capture device types, and emotional stimuli on bodily emotion recognition accuracy.

Key Features:

1.    (Expertise) Participant Data:



Actors: Professional actors with at least three years of acting experience.

Non-actors: General participants with no formal acting training.

Test: General participants with no formal acting training for test


2.    (Devices) Motion Capture Devices:



Marker-based motion capture (Optitrack system with 18 infrared cameras).

Pose estimation using RGB videos.

Kinect motion capture.

Mobile phone motion capture (iPhone 12 with ARKit).


3.    (Stimulus) Emotional Stimulus:



Word instructions (e.g., "happy," "sad").

Picture stimuli (Karolinska Directed Emotional Faces dataset).

Video stimuli (validated emotional film clips).


4.    Emotions Recorded:



Seven categories: happy, sad, surprised, angry, disgusted, fearful, and neutral.


5.    Data Format:



Skeletal data represented as 3D joint coordinates.

Sampling rate: 30 frames per second.

File format: CSV.


Potential Applications:



Developing deep learning models for bodily emotion recognition.

Studying the impact of data collection conditions on emotion recognition accuracy.


Citation: If you use this dataset in your research, please cite it as follows:



Cho, Y., Jung, M., Bae, J., & Kim, K. (2024). Behavioral Emotion Recognition Dataset (BERD). Zenodo. DOI: [https://zenodo.org/records/14575943]
DOI: 10.5281/zenodo.14575943
title: Behavioral Emotion Recognition Dataset (BERD)

description: Abstract: The Behavioral Emotion Recognition Dataset (BERD) was developed as part of the research study titled "Behavioral Research Methodologies for Bodily Emotion Recognition." This dataset comprises motion capture data collected from participants performing emotional body movements under various experimental conditions. It is designed to facilitate the development and evaluation of automatic emotion recognition (AER) systems using bodily movement data. The dataset offers insights into the effects of participant acting expertise, motion capture device types, and emotional stimuli on bodily emotion recognition accuracy.

Key Features:

1.    (Expertise) Participant Data:



Actors: Professional actors with at least three years of acting experience.

Non-actors: General participants with no formal acting training.

Test: General participants with no formal acting training for test


2.    (Devices) Motion Capture Devices:



Marker-based motion capture (Optitrack system with 18 infrared cameras).

Pose estimation using RGB videos.

Kinect motion capture.

Mobile phone motion capture (iPhone 12 with ARKit).


3.    (Stimulus) Emotional Stimulus:



Word instructions (e.g., "happy," "sad").

Picture stimuli (Karolinska Directed Emotional Faces dataset).

Video stimuli (validated emotional film clips).


4.    Emotions Recorded:



Seven categories: happy, sad, surprised, angry, disgusted, fearful, and neutral.


5.    Data Format:



Skeletal data represented as 3D joint coordinates.

Sampling rate: 30 frames per second.

File format: CSV.


Potential Applications:



Developing deep learning models for bodily emotion recognition.

Studying the impact of data collection conditions on emotion recognition accuracy.


Citation: If you use this dataset in your research, please cite it as follows:



Cho, Y., Jung, M., Bae, J., & Kim, K. (2024). Behavioral Emotion Recognition Dataset (BERD). Zenodo. DOI: [https://zenodo.org/records/14575943]
DOI: 10.5281/zenodo.14243615
title: D6.8 – Database of existing incentives for hospitals

description: This dataset is a comprehensive resource that systematically explores financial incentives and their impacts within healthcare systems. It begins with an introduction and a dictionary section that explains key terms, methodologies, and references, providing essential context for interpreting the data. The database categorizes incentives and payment mechanisms across several dimensions. Tables 1.1 to 1.3 offer an overview of incentive categories, payment mechanisms, and their distribution by country and impact. A deeper analysis follows in Tables 2.1 to 2.4, examining incentives in relation to countries, payment mechanisms, therapeutic areas, and categories of impact. The detailed breakdown continues in the Table 2.5 and 2.6 series, where specific incentive types, such as additional payments, bonuses, penalties, and price adjustments, are analysed based on their direction, significance, quality, and population-level impacts. The dataset further assesses the broader effects of these mechanisms through Tables 3.1 to 3.4, which connect payment mechanisms and incentives to categories of impact. The Table 3.5 series covers detailed evaluations of various outcomes, including patient satisfaction, clinical quality, healthcare costs, waiting times, and financial risks. Finally, the database provides country-specific insights in Tables 4.1 to 4.3, linking nations to their payment mechanisms, incentives, and impacts on healthcare systems.This dataset serves as a valuable tool for policymakers, researchers, and healthcare administrators by offering detailed insights into how financial mechanisms influence healthcare delivery, efficiency, and outcomes, enabling informed decision-making to improve healthcare systems.
DOI: 10.5281/zenodo.14243616
title: D6.8 – Database of existing incentives for hospitals

description: This dataset is a comprehensive resource that systematically explores financial incentives and their impacts within healthcare systems. It begins with an introduction and a dictionary section that explains key terms, methodologies, and references, providing essential context for interpreting the data. The database categorizes incentives and payment mechanisms across several dimensions. Tables 1.1 to 1.3 offer an overview of incentive categories, payment mechanisms, and their distribution by country and impact. A deeper analysis follows in Tables 2.1 to 2.4, examining incentives in relation to countries, payment mechanisms, therapeutic areas, and categories of impact. The detailed breakdown continues in the Table 2.5 and 2.6 series, where specific incentive types, such as additional payments, bonuses, penalties, and price adjustments, are analysed based on their direction, significance, quality, and population-level impacts. The dataset further assesses the broader effects of these mechanisms through Tables 3.1 to 3.4, which connect payment mechanisms and incentives to categories of impact. The Table 3.5 series covers detailed evaluations of various outcomes, including patient satisfaction, clinical quality, healthcare costs, waiting times, and financial risks. Finally, the database provides country-specific insights in Tables 4.1 to 4.3, linking nations to their payment mechanisms, incentives, and impacts on healthcare systems.This dataset serves as a valuable tool for policymakers, researchers, and healthcare administrators by offering detailed insights into how financial mechanisms influence healthcare delivery, efficiency, and outcomes, enabling informed decision-making to improve healthcare systems.
DOI: 10.15468/dl.rfkhsd
title: Occurrence Download

description: A dataset listing the 196 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-51.20522 69.04282,-50.1251 69.04282,-50.1251 69.35407,-51.20522 69.35407,-51.20522 69.04282))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 196 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051472-241126133413365/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.26754418
title: Data repository CO-CYCLING.xlsx

description: The effect of carbon monoxide Supplementation on Altitude Training Effects and Cycling Performance in Elite Athletes
DOI: 10.6084/m9.figshare.26754418.v2
title: Data repository CO-CYCLING.xlsx

description: The effect of carbon monoxide Supplementation on Altitude Training Effects and Cycling Performance in Elite Athletes
DOI: 10.15468/dl.be56tp
title: Occurrence Download

description: A dataset containing 1487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 75642970-f855-11dd-8235-b8a03c50a862",
 "TaxonKey is one of (Rabdophaga strobiloides (Osten Sacken, 1862), Procyon lotor (Linnaeus, 1758), Canis latrans Say, 1823)",
 "Year 2010-2024"
 ]
}

 The dataset includes 1487 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051480-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/nzkv5nfpv7
title: The State in Political Utopia

description: Although utopias have been subject to various criticisms and are considered impossible theories, they are an important type of political philosophy because they are popular fictions about the future, a description of the ideal, a critique of the period in which they were written, and a reflection of the epistemologies of philosophers. In the history of philosophy, the first known utopia related to political philosophy is Plato's work The Republic. From Plato to the present day-in terms of content, political utopias, utopias of fear, historical utopias, etc. Many utopias, classified under different names and types, have been written. The formation of the state, its duties and powers, the relationship between the people and the state, the characteristics that people who govern the state should have, the fundamental elements of the state and their duties, etc. These issues are the fundamental issues of political philosophy. Why have human beings always tended to create a society? Why has the individual restricted his freedom from others, by his own will? What qualities does the person or persons who will lead the society possess or should possess so that people obey them even in situations that are unfavorable to them? Among the management models, which is the ideal management model that will ensure the happiness of the society? What are the basic criteria of laws and the army, which are the fundamental elements of the state? Which of the peoples and leaders gives priority to the other in the formation of the ideal society? This study aims to reveal the answers to these and similar questions in the context of political utopias. Because the views of philosophers in their works on political philosophy, written on the basis of the real situation, and their views on utopias where the ideal is represented, may differ from each other. The best example of this is the difference between some of Plato's views in his two works The Republic and the Laws .
DOI: 10.17632/nzkv5nfpv7.1
title: The State in Political Utopia

description: Although utopias have been subject to various criticisms and are considered impossible theories, they are an important type of political philosophy because they are popular fictions about the future, a description of the ideal, a critique of the period in which they were written, and a reflection of the epistemologies of philosophers. In the history of philosophy, the first known utopia related to political philosophy is Plato's work The Republic. From Plato to the present day-in terms of content, political utopias, utopias of fear, historical utopias, etc. Many utopias, classified under different names and types, have been written. The formation of the state, its duties and powers, the relationship between the people and the state, the characteristics that people who govern the state should have, the fundamental elements of the state and their duties, etc. These issues are the fundamental issues of political philosophy. Why have human beings always tended to create a society? Why has the individual restricted his freedom from others, by his own will? What qualities does the person or persons who will lead the society possess or should possess so that people obey them even in situations that are unfavorable to them? Among the management models, which is the ideal management model that will ensure the happiness of the society? What are the basic criteria of laws and the army, which are the fundamental elements of the state? Which of the peoples and leaders gives priority to the other in the formation of the ideal society? This study aims to reveal the answers to these and similar questions in the context of political utopias. Because the views of philosophers in their works on political philosophy, written on the basis of the real situation, and their views on utopias where the ideal is represented, may differ from each other. The best example of this is the difference between some of Plato's views in his two works The Republic and the Laws .
DOI: 10.17632/4gy2dmvk2y.1
title: Relative sea level and subsidence in Sydney

description: The relative sea levels are growing not only because of the thermosteric effect, aka the increase of volume of the ocean waters by thermal expansion and melting of ices on land, but often also because the land is sinking, as anthropogenic subsidence by water withdrawals, mining, infrastructure extension, and similar effects is by no way negligible compared to the thermosteric effect. Both relative sea level and subsidence have in recent times (end of the 1800s/beginning of the 1900s to present) a parabolic profile. 
The subsidence rate in 1886, when the tide gauge of Sydney Fort Denison started recording, is suggested to have been 0 mm/yr (Peltier Glacial Isostatic Adjustment (GIA) Model VM4). 
The current subsidence measured by Global Positioning System (GPS) indicates a subsidence rate of -1.640 mm/yr since 2012 (figure in png file NGL FTDN). 
This permits to define a parabolic subsidence profile 1886 to present (analysis in excel file SYD). 
The average subsidence throughout observation is– 0.82 mm/yr. 
The subsidence acceleration can be approximated as -0.01223 mm/yr². 
Since 1886, the relative sea level at Syndey Fort Denison has risen at a rate of 0.74 mm/yr subjected to an acceleration of 0.01810 mm/yr² (data in txt file PSMSL SYD, analysis in excel file SYD). 
Based on the above figures, the thermosteric effect accounts for 0.74 – 1.64 = -0.90 mm/yr of relative sea level rise (which is negative), and 0.01810 - 0.01223 = 0.00587 mm/yr² of relative sea level acceleration. 
In Sydney, subsidence completely explains the relative sea level rise and about 66% of the relative sea level acceleration.
DOI: 10.17632/jn8r5x6rx3
title: Allogeneic hematopoietic stem cell transplantation for elders with hematologic malignancies: haploidentical donor versus HLA-matched donor

description: Materials for manuscript "Allogeneic hematopoietic stem cell transplantation for elders with hematologic malignancies: haploidentical donor versus HLA-matched donor".
DOI: 10.17632/jn8r5x6rx3.1
title: Allogeneic hematopoietic stem cell transplantation for elders with hematologic malignancies: haploidentical donor versus HLA-matched donor

description: Materials for manuscript "Allogeneic hematopoietic stem cell transplantation for elders with hematologic malignancies: haploidentical donor versus HLA-matched donor".
DOI: 10.17632/6wmrvyp5xb.1
title: Increasing soil nitrous acid emissions driven by climate and fertilization change aggravate global ozone pollution

description: Data for the five figures in the main text.
DOI: 10.17632/dykphdtfxk
title: SOC_UNDP_NBSS

description: Soil organic carbon datasets of Munnar regions
DOI: 10.17632/dykphdtfxk.1
title: SOC_UNDP_NBSS

description: Soil organic carbon datasets of Munnar regions
DOI: 10.4121/21708260
title: Data underlying the publication: Engineering Complexity Beyond the surface - Discerning the Viewpoints, the Drivers and The Challenges

description: Supplementary Material for article Engineering Complexity Beyond the surface. <br>This dataset contains the data from the identification, screening, and selection of the papers for a Systematic Mapping Study (SMS) into the Coverage of Complexity Viewpoints, Drivers, and Challenges in the context of Systems Engineering and Engineering Design. These three items are defined in the main publication. It also contains the coding scheme and the code-document analysis reports in detail.<br>Table with detailed references resuting from Systematic Mapping Study on Complexity Viewpoints
DOI: 10.4121/21708260.v1
title: Data underlying the publication: Engineering Complexity Beyond the surface - Discerning the Viewpoints, the Drivers and The Challenges

description: Supplementary Material for article Engineering Complexity Beyond the surface. <br>This dataset contains the data from the identification, screening, and selection of the papers for a Systematic Mapping Study (SMS) into the Coverage of Complexity Viewpoints, Drivers, and Challenges in the context of Systems Engineering and Engineering Design. These three items are defined in the main publication. It also contains the coding scheme and the code-document analysis reports in detail.<br>Table with detailed references resuting from Systematic Mapping Study on Complexity Viewpoints
DOI: 10.15468/dl.db67gx
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Acanthopteroctetidae"
 ]
}

 The dataset includes 50 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051482-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8egxqv
title: Occurrence Download

description: A dataset containing 34258 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Animal Sound Archive"
 ]
}

 The dataset includes 34258 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051483-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amb4ka
title: Occurrence Download

description: A dataset containing 4635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thymus nervosus J.Gay ex Willk."
 ]
}

 The dataset includes 4635 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051484-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wmnzpw7d34
title: Black land conservation background: Research on rotting straw driving earthworm (Eisenia foetida) tillage to create mesh macropores（data）

description: This data set is“Black land conservation background: Research on rotting straw driving earthworm (Eisenia foetida) tillage to create mesh macropores” the original data
DOI: 10.17632/wmnzpw7d34.1
title: Black land conservation background: Research on rotting straw driving earthworm (Eisenia foetida) tillage to create mesh macropores（data）

description: This data set is“Black land conservation background: Research on rotting straw driving earthworm (Eisenia foetida) tillage to create mesh macropores” the original data
DOI: 10.17632/wkymf8bhcg.1
title: Grape Disease

description: Grapes are one of the most important crops in the global agriculture, as they are mainly used for wine, fresh fruit, and raisins. Nevertheless, grapevines are prone to various diseases which can significantly impact their yield and quality. Early detection and treatment of these diseases is important.
We introduce the "Grape Leaf Dataset" which has 4 classes of 3,477 high resolution images of grape leaves; nine diseased classes and one healthy leaves class. The dataset covers the following common grapevine diseases:
1) Healthy
2) Black rot
3) Esca
4) Leaf blight
The dimension of the images is 1080 X 1080. Images are in JPG format. Images having 120 DPI collected through field visit and capturing from different angles.