cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5285/2790409c-e8e3-40a9-a189-792c3c853f5b
title: Biomass data for larvae of the Antarctic bivalve mollusc Aequiyoldia eightsii collected from Factory Cove, Signy Island in 1990

description: Data presented are mean biomass values of samples of Aequiyoldia eightsii larvae collected between June and September 1990 using a 100 micron plankton net deployed from a small inflatable boat from Factory Cove, Signy Island, South Orkney Islands. Samples were returned to the laboratory and larvae removed from bulk samples by eye using a Wild M5 field microscope. Numbers in samples were between 8 and 40, but predominantly 15 or 20. Sampling, sorting and later processing was conducted by Jeremy Colman. The data were used to evaluate the development rate and duration of the pelagic larval phase of this sediment dwelling Antarctic bivalve mollusc. Data analyses were conducted in MINITAB.

Funding source: The work was fully supported by core funds to the British Antarctic Survey from the Natural Environment Research council, UK
description: Aequiyoldia eightsii larvae were collected between June and September 1990 using a 100 micron plankton net deployed from a small inflatable boat from Factory Cove, Signy Island, South Orkney Islands. Samples were returned to the laboratory and larvae removed from bulk samples by eye using a Wild M5 field microscope.

Larvae were dried at 60 degrees Celsius. 

Biomass was measured using a Cahn electrobalance, sensitive to the nearest microgram.
description: Wild M5 field microscope
 Cahn electrobalance
 Data analyses were conducted in MINITAB
DOI: 10.5281/zenodo.13350831
title: Addressing Sex Imbalance In EGA And dbGaP Biological Databases: A Roadmap For Better Practices

description: Data extracted from EGA and dbGaP analyzed in "Addressing Sex Imbalance In EGA And dbGaP Biological Databases: A Roadmap For Better Practices"
DOI: 10.5281/zenodo.13350832
title: Addressing Sex Imbalance In EGA And dbGaP Biological Databases: A Roadmap For Better Practices

description: Data extracted from EGA and dbGaP analyzed in "Addressing Sex Imbalance In EGA And dbGaP Biological Databases: A Roadmap For Better Practices"
DOI: 10.15468/dl.2p6ecx
title: Occurrence Download

description: A dataset containing 41176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "TaxonKey is Cervus elaphus Linnaeus, 1758",
 "Year 2020-2024"
 ]
}

 The dataset includes 41176 records from 388 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076227-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8umua
title: Occurrence Download

description: A dataset containing 420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Argentina, Brazil, Paraguay, Peru, Bolivia (Plurinational State of))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Albizia inundata (Mart.) Barneby & J.W.Grimes"
 ]
}

 The dataset includes 420 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076229-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t55f3a
title: Occurrence Download

description: A dataset listing the 83 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ornamental plants growing in Lagos State Parks and Gardens Agency, Lagos, Nigeria"
 ]
}

 The dataset's 83 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076206-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c3dus
title: Occurrence Download

description: A dataset containing 1133143 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Lauraceae)"
 ]
}

 The dataset includes 1133143 records from 2498 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076203-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hshbk4
title: Occurrence Download

description: A dataset containing 148177086 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Lepidoptera",
 "DistanceFromCentroidInMeters is greater than or equal to 1000"
 ]
}

 The dataset includes 148177086 records from 10523 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053350-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2f1c73
title: CCDC 2235634: Experimental Crystal Structure Determination

description: Related Article: Yuki Hagiwara, Akifumi Takanabe, Toru Asahi, Hideko Koshima|2024|Chem.-Eur.J.|30|e202401590|doi:10.1002/chem.202401590
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/yyfk78h47z.1
title: Rubidium isotopes reveal no sub-arc melting of altered oceanic crusts in cold subduction zones

description: Supplementary data for figures in the manuscript to be published by Geochimica et Cosmochimica Acta as "Rubidium isotopes reveal no sub-arc melting of altered oceanic crusts in cold subduction zones".
DOI: 10.17632/hfrmfkd8jn.1
title: Data for ：Discontinuity of the soil freeze process across China

description: Data for characterizing soil freeze discontinuity, and the effects of multiple environmental variables on freeze discontinuity.
DOI: 10.17632/jm99v455tm.1
title: Differences in photosynthesis and carbon-water utilization efficiency among different coffee species in a tropical island of China

description: This study examined the differences in rhizosphere soil physicochemical properties, agronomic traits, and photosynthetic characteristics of three different coffee species planted at the same location, along with their interspecies interactions to clarify the photosynthetic physiology and carbon-water coupling characteristics of each species, and identified key regulatory factors that influence carbon-water utilization efficiency.
DOI: 10.17632/9s8zyzk4tp.1
title: Deep-tech Keywords - EIT and Public report Thesauruses (2023)

description: These data were collected as part of a project to identify which factors contribute to facilitate the emergence of deep-tech startups in regions, using the entrepreneurial ecosystems framework.

To identify deep-tech startups in large dataset we created different thesauruses with keywords related to technologies considered deep-tech at the end of 2023, and we searched for such keywords (or combinations thereof, see more after) in the textual field available. 

The keywords were collected from two different type of resources:
1) keywords from the European Institute for Innovation and Technology (EIT) taxonomy of deep-tech
2) keywords collected from PUBLIC resources working in the deep-tech field, such as reseach organizations, data providers, authors, and investors of the sector.
Link and sources are available in both files.

These thesauruses can be used as starting point for further improvements and refinements.
DOI: 10.17632/hhbdw5dtvc.1
title: Inclined Collar Bridge Pier Scour

description: Experimental data gathered on the effect on collar inclination and depth on scour around bridge piers.
DOI: 10.17632/9s8zyzk4tp.2
title: Deep-tech Keywords - EIT and Public report Thesauruses (2023)

description: These data were collected as part of a project to identify which factors contribute to facilitate the emergence of deep-tech startups in regions, using the entrepreneurial ecosystems framework.

To identify deep-tech startups in large dataset we created different thesauruses with keywords related to technologies considered deep-tech at the end of 2023, and we searched for such keywords (or combinations thereof, see more after) in the textual field available. 

The keywords were collected from two different type of resources:
1) keywords from the European Institute for Innovation and Technology (EIT) taxonomy of deep-tech
2) keywords collected from PUBLIC resources working in the deep-tech field, such as reseach organizations, data providers, authors, and investors of the sector.
Link and sources are available in both files.

These thesauruses can be used as starting point for further improvements and refinements.
DOI: 10.17632/62r6yjxtwc.1
title: Contribución de las lagartijas y lagartos (Squamata: Lacertidae) al mapa de distribución de garrapatas en España

description: Las garrapatas en reptiles aparecen de manera puntual en localizaciones geográfica que presentan microclimáticas de humedad, vegetación y presencia de ungulados determinadas. En este trabajo se han analizado 401 garrapatas recolectadas entre 2013 y 2021 sobre 83 lagartos y lagartijas pertenecientes a 9 especies de la familia Lacertidae. Fueron capturados en diversas regiones de la Sierra de Guadarrama, Pirineos, submeseta sur, Sierra Nevada, y Tenerife. El 95.50% fueron identificados como estadíos inmaduros de garrapatas del género Ixodes, aunque también se observaron parasitaciones ocasionales por adultos de los géneros de garrapata Hyalomma y ninfas de Haemaphysalis. Morfológicamente, algunos ejemplares fueron compatibles con Ixodes inopinatus, una especie sobre la que se debate su presencia en la península ibérica; sin embargo, el análisis de los marcadores mitocondriales 16S y cox1 no pudo discriminarlas de Ixodes ricinus, la especie más abundante encontrada en lacértidos. Encontramos efectos significativos del mes de colecta de los datos, el sexo y especie del hospedador, así como de variables microclimáticas de humedad y temperatura Así, las lagartijas y lagartos macho tuvieron significativamente más garrapatas que las hembras y, teniendo en cuenta que las localidades donde encontramos garrapatas sobre estos reptiles fueron más húmedas y frías, hubo más garrapatas sobre los reptiles en aquellos lugares menos húmedos y más cálidos. Los resultados también indicaron una diferencial susceptibilidad a la infestación por Ixodes para las distintas especies de lacértido analizadas.
DOI: 10.15468/dl.7fyrdg
title: Occurrence Download

description: A dataset containing 443 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calceolaria nivalis Kunth"
 ]
}

 The dataset includes 443 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000569-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5ucy5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amphibia)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7236839552865 7.31599849977024,-74.6921531768488 7.31599849977024,-74.6921531768488 7.35528242017224,-74.7236839552865 7.35528242017224,-74.7236839552865 7.31599849977024))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000571-241125135418005/datasets/export for details.
DOI: 10.15468/dl.ny2v3a
title: Occurrence Download

description: A dataset containing 13595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa pratensis L.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 13595 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000570-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bc2pv
title: Occurrence Download

description: A dataset containing 75613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myrtaceae"
 ]
}

 The dataset includes 75613 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000567-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tx277syzhm.1
title: PaddyVarietyBD: Classifying Paddy Variations of Bangladesh with a Novel Image Dataset

description: Paddy Varieties Image Dataset Description:
This dataset provides a comprehensive collection of 35 paddy variety images, compiled from the Bangladesh Rice Research Institute (BRRI) and the Bangladesh Institute of Nuclear Agriculture (BINA). The purpose of this dataset is to aid in the identification and classification of distinct paddy varieties based on their unique features, supporting both agricultural research and machine learning applications.
Paddy Varieties Included:
The dataset covers a total of 35 paddy varieties, as follows:
• BD Varieties: BD30, BD33, BD34, BD49, BD51, BD52, BD56, BD57, BD70, BD72, BD75, BD76, BD79, BD85, BD87, BD91, BD93, BD95
• Binadhan Varieties: Binadhan7, Binadhan8, Binadhan10, Binadhan11, Binadhan12, Binadhan14, Binadhan16, Binadhan17, Binadhan19, Binadhan20, Binadhan21, Binadhan23, Binadhan24, Binadhan25, Binadhan26
• BR Varieties: BR22, BR23
Dataset Breakdown:
The dataset consists of two main components: Original Images and Augmented Images. These are divided into individual folders for each of the 35 paddy varieties, providing easy access for further analysis and use.
• Original Image Dataset:
o Total number of images: 14,000
o Image format: JPG
o Image resolution: 640x480 pixels
• Augmented Image Dataset:
o Total number of images: 56,000
o Image format: JPG
o Image resolution: 640x480 pixels
o Augmentation techniques: Rotation (90° left, 90° right, 180°), flipping, and shearing
Image Capture and Methodology
Images for this dataset were captured using high-resolution digital microscope cameras, with magnifications of 1600x and 1000x. These images were taken in September 2023, ensuring high-quality close-up views of the paddy varieties.
Dataset Storage and Access:
The dataset is stored in two separate zip files:
• Original.zip contains the 14,000 original images.
• Augmented.zip contains the 56,000 augmented images.
Each zip file includes 35 individual folders, with each folder corresponding to a specific paddy variety.
DOI: 10.17632/vxnpwjtxz8
title: Decadal modulation of East Asian summer monsoon variations by external forcing and internal variability

description: Yongxing Cave, China stalagmites YX92 and YX120 Stable Isotope data over the past 200 years
DOI: 10.17632/vxnpwjtxz8.1
title: Decadal modulation of East Asian summer monsoon variations by external forcing and internal variability

description: Yongxing Cave, China stalagmites YX92 and YX120 Stable Isotope data over the past 200 years
DOI: 10.17632/fkyv2hgtjx.1
title: Artificial intelligence helps diagnose oral potentially malignant disorders

description: Oral potentially malignant disorders (OPMDs) can lead to oral cancer, which is one of the most common cancers worldwide. Prevention is crucial in the avoidance of malignant transformations of OPMDs. Artificial intelligence (AI) provides a new and non-invasive tool for analyzing medical data, such as patient data, radiological images and clinical photographs. These AI-based tools can help in the decision-making process. However, histological examination is still the gold standard for diagnosing OPMDs. Our research aimed to investigate the diagnostic accuracy of artificial intelligence on intraoral photographs of patients with OPMDs. On November 10, 2023, a systematic search was conducted on five major databases: MEDLINE, Embase, Cochrane Library, Scopus, and Web of Science. From the available data, we performed a quantitative analysis for sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), diagnostic odds ratio (DOR), positive likelihood ratio (LR+), and negative likelihood ratio (LR-) and calculated their 95% confidence intervals (CI). Our search resulted in 6 eligible articles, in which 898 images out of a total of 4,046 were tested using AI-based architectures. In five of the six studies, at least two AI models were investigated. Among the eligible articles, two independent authors (DH, ÁF) collected data on decision making in the OPMD classification of the artificial intelligence-supported tool and filled out a customized data extraction sheet designed for this review. Our data analysis units covered sensitivity, specificity, and confusion matrix. In addition, the following information was collected: first author, publication year, study period, teaching-, validation-, testing sample size, teaching settings (epochs, batch size, and learning rate), training methods, and augmentation types. Information (number of layers and parameters) on the AI-based models used was collected from the internet if not provided in the article. Some data about the tested AI-based architectures were collected from the internet if not included in the article. The sources for this information were https://github.com and https://pytorch.org.
DOI: 10.15468/dl.h89wgq
title: Occurrence Download

description: A dataset containing 23906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhizophora mangle L."
 ]
}

 The dataset includes 23906 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000572-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/typf4rgbkm.1
title: Dataset of Policy Actors During COVID-19 Pandemic Handling and Economic Recovery in Bandung City

description: This dataset contains a list of policy actors involved in managing the COVID-19 pandemic and restoring economic activity in Bandung City.
DOI: 10.17632/typf4rgbkm.2
title: Dataset of Policy Actors During COVID-19 Pandemic Handling and Economic Recovery in Bandung City

description: This dataset contains a list of policy actors involved in managing the COVID-19 pandemic and restoring economic activity in Bandung City.
DOI: 10.17632/ypw3sp95md.1
title: Data sharing_GCA

description: Tables of all data appearing in all figures in both the main paper and supplements.
DOI: 10.15468/dl.9gqsje
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7236839552865 7.31599849977024,-74.6921531768488 7.31599849977024,-74.6921531768488 7.35528242017224,-74.7236839552865 7.35528242017224,-74.7236839552865 7.31599849977024))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000573-241125135418005/datasets/export for details.
DOI: 10.17632/byghzxn6j6.1
title: liuhanqi

description: Research Data from my essay, including raw data, some codes written by myself
DOI: 10.17632/m53fzknx7p.1
title: A Bibliometric Exploration of Rule of Law and Corruption Trends

description: This bibliometric analysis examines the evolving research landscape on the rule of law and corruption from 2010 to 2023, drawing on 809 documents from the Scopus database.
DOI: 10.17632/dvvmc7bn7w.1
title: Bong Joon-ho's Parasite

description: The research hypothesizes that Parasite utilizes semiotic elements (analyzed through Peirce’s triadic model) and Marxist theory to represent and critique class struggles, particularly focusing on the Kims' upward mobility, societal barriers, and ultimate collapse. By examining symbols, dialogues, and character dynamics, the study aims to reveal how media can embody and critique socio-economic hierarchies and systemic inequities. The data includes semiotic and Marxist analyses of key scenes, objects, and dialogues in Parasite. It examines:

Semiotic Elements: Identified as icons, indexes, and symbols, these represent class disparities, oppression, and resistance.
Marxist Themes: Focus on class conflict, alienation, exploitation, and rebellion.
Scenes & Dialogues: Analyzed interactions and visual elements that highlight class struggles.
The dataset was compiled through:

Film Analysis: Detailed viewing of Parasite to identify significant symbols, dialogues, and cinematic elements.
Theoretical Frameworks:
Peirce’s Semiotics: Identifies signs (icon, index, symbol) and their representational relationships.
Marxist Theory: Frames analysis of economic power dynamics, alienation, and the proletariat-bourgeoisie divide.
Notable Findings
Symbolism and Class Stratification:

The scholar's rock: A dual symbol of aspiration and burden, representing the Kims’ unattainable dreams.
The semi-basement: An index of the Kims' precarious social standing, exposed to hardship yet longing for upward mobility.
The stairs: A recurring icon of class hierarchy, depicting the Kims' ascent and eventual descent.
Dialogues as Class Commentary:

Mr. Park’s casual exploitation of Mr. Kim underscores the alienation inherent in capitalism.
The Kims’ deceptions, expressed in dialogue, reflect their desperation to ascend the social ladder.
Cinematic Juxtaposition:

The Park mansion versus the Kims’ semi-basement highlights stark socio-economic contrasts.
Climactic Rebellion:

Mr. Kim’s murder of Mr. Park serves as a violent critique of capitalist oppression, underscoring the destructive effects of systemic inequality.
DOI: 10.17632/452k25yx9h.1
title: PPOI after laparoscopic radical colorectal cancer resection combined with lobaplatin HIPEC

description: PPOI after laparoscopic radical colorectal cancer resection combined with lobaplatin HIPEC
DOI: 10.15468/dl.p7d7sa
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aves)",
 "HasCoordinate is one of (true)",
 "Geometry POLYGON((-74.7017255526512 7.25441899845391,-74.6436184929269 7.25441899845391,-74.6436184929269 7.34377815518017,-74.7017255526512 7.34377815518017,-74.7017255526512 7.25441899845391))"
 ]
}

 The dataset includes 280 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000574-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26vnu4
title: Occurrence Download

description: A dataset containing 14826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizachyrium scoparium (Michx.) Nash",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 14826 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000575-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.