cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9x84b9
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mercurialis elliptica Lam."
 ]
}

 The dataset includes 487 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013081-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdr3zj
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micropyropsis tuberosa Romero Zarco & Cabezudo"
 ]
}

 The dataset includes 75 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013082-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxbfvj
title: Occurrence Download

description: A dataset containing 670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zonaria pyrum (Gmelin, 1791)"
 ]
}

 The dataset includes 670 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013083-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5525/gla.researchdata.1773
title: Governmentality in British and Russian Higher Education
DOI: 10.6084/m9.figshare.22650964
title: Seven day, free-living pedometry data from a rural, African setting

description: The data consists of individual-level (anonymised) 7-day, free-living pedometry data for 789 participants (female = 516, males = 273) between the ages 14-96 years, from a rural African setting (Dikgale Health and Demographic Surveillance System site, Limpopo Province, South Africa). A number of additional variables are included (age, sex, village, month/season, anthropometric, resting heart rate & blood pressure, activity energy expenditure).
DOI: 10.6084/m9.figshare.22650964.v5
title: Seven day, free-living pedometry data from a rural, African setting

description: The data consists of individual-level (anonymised) 7-day, free-living pedometry data for 789 participants (female = 516, males = 273) between the ages 14-96 years, from a rural African setting (Dikgale Health and Demographic Surveillance System site, Limpopo Province, South Africa). A number of additional variables are included (age, sex, village, month/season, anthropometric, resting heart rate & blood pressure, activity energy expenditure).
DOI: 10.15468/dl.g7e7kg
title: Occurrence Download

description: A dataset containing 17544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Krameriaceae"
 ]
}

 The dataset includes 17544 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013084-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh7epr
title: Occurrence Download

description: A dataset containing 5443 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.97403 31.34486,120.49657 31.34486,120.49657 31.71899,119.97403 31.71899,119.97403 31.34486))",
 "Year is 2020"
 ]
}

 The dataset includes 5443 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013085-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ngr373
title: Occurrence Download

description: A dataset containing 1786 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naria spurca (Linnaeus, 1758)"
 ]
}

 The dataset includes 1786 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013086-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akzc9t
title: Occurrence Download

description: A dataset containing 2496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Nyctereutes procyonoides (Gray, 1834)",
 "Year 2015-2024"
 ]
}

 The dataset includes 2496 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013087-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eazt3n
title: Occurrence Download

description: A dataset listing the 907 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Comoros",
 "TaxonKey is Insecta"
 ]
}

 The dataset's 907 records were derived from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013080-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tjhycf75fh.1
title: Late Pleistocene sediment provenance data from IODP Site U1477

description: Late Pleistocene sediment provenance data from IODP Site U1477, including Sr-Nd-Hf isotopes and REE.
DOI: 10.17632/m66wgvw7sm.2
title: RNA polymerase II transcription initiation in holo-TFIID-depleted mouse embryonic stem cells

description: Raw data for Western blots and cell counting associated to the following manuscript

Vincent Hisler, Paul Bardot, Dylane Detilleux, Andrea Bernardini, Matthieu Stierle, Emmanuel Garcia Sanchez, Claire Richard, Lynda Hadj Arab, Cynthia Ehrhard, Bastien Morlet, Yavor Hadzhiev, Matthieu Jung, Stéphanie Le Gras, Luc Négroni, Ferenc Müller, László Tora and Stéphane D. Vincent
RNA polymerase II transcription initiation in holo-TFIID-depleted mouse embryonic stem cells

In these study, we analyzed the impact of the conditional deletion of two genes coding for tow distinct TFIID subunits TAF7 and TAF10 in mouse embryonic stem cells. We investigated the impact of these deletions on TFIID assembly, TFIID chromatin binding and nascent transcription to evaluate the ability of partial TFIID complex to initiate RNA polymerase II transcription initiation.
DOI: 10.17632/nndbhsnysf.1
title: Herrania_Theobroma_Comparison

description: This file is the Supplementary File accompanies the article titled “Herrania species: A potential genetic resource for cocoa breeding revealed by a comparative bioinformatic study among close species,” published in Bragantia. The file includes species-specific genes of Herrania umbratica compared with Theobroma cacao, a list of regulatory and transcription factors identified by the PlantTFcat tool, SSRs of Herrania umbratica and Theobroma cacao identified by the MISA tool, and miRNA targets of Herrania umbratica.
DOI: 10.17632/nndbhsnysf.2
title: Herrania_Theobroma_Comparison

description: This file is the Supplementary File accompanies the article titled “Herrania species: A potential genetic resource for cocoa breeding revealed by a comparative bioinformatic study among close species,” published in Bragantia. The file includes species-specific genes of Herrania umbratica compared with Theobroma cacao, a list of regulatory and transcription factors identified by the PlantTFcat tool, SSRs of Herrania umbratica and Theobroma cacao identified by the MISA tool, and miRNA targets of Herrania umbratica.
DOI: 10.17632/zrdw4y4t77.1
title: Dataset for Analyzing Achievement Emotions of Elementary and Middle School Students in Online Learning Settings

description: This dataset is a questionnaire measure. It primarily measures achievement emotions of elementary and middle school students and possible influences (including but not limited to value appraisal, control appraisal, etc.)
DOI: 10.17632/zrdw4y4t77.2
title: Dataset for Analyzing Achievement Emotions of Elementary and Middle School Students in Online Learning Settings

description: This dataset is a questionnaire measure. It primarily measures achievement emotions of elementary and middle school students and possible influences (including but not limited to value appraisal, control appraisal, etc.)
DOI: 10.17632/64v3b6t7dx.2
title: Kurdish Social Media Sentiment Dataset: Insights on Misyar Marriage

description: One of the languages with fewer resources is thought to be Kurdish. 30–40 million people practice the language worldwide. The 33 letters of the language are essentially the same as those of Arabic. There are two main dialects of Kurdish: Sorani and Badini. A number of texts written in the Sorani dialect are included in the dataset. The "Kurdish Social Media Sentiment Dataset: Insights on Misyar Marriage" is a collection of 5108 carefully labeled sentiment-filled Central Kurdish comments from YouTube and Facebook. This dataset captures a wide range of user sentiments and offers insights into public opinions regarding Misyar marriage.
Two columns and a single CSV file make up the dataset:
 comments: The text of Central Kurdish comments from Facebook and YouTube that cover a range of topics and viewpoints regarding Misyar marriage is included in this column. 
 Sentiments: This column assigns a label to each comment based on one of eight possible categories: sarcastic or humorous, positive, negative, neutral, suggestive, dismissive, skeptical, or curious.
Sentiment Descriptions
• Positive: Comments expressing approval or favorable opinions about Misyar marriage.
• Negative: Comments expressing disapproval or unfavorable opinions about Misyar marriage.
• Neutral: Comments that are impartial or do not express any strong opinion about Misyar marriage.
• Sarcastic or Humorous: Comments using sarcasm or humor when discussing Misyar marriage.
• Suggestive: Comments that offer suggestions or propose ideas related to Misyar marriage.
• Dismissive: Comments that disregard or downplay the importance of Misyar marriage.
• Skeptical: Comments expressing doubt or questioning the validity or benefits of Misyar marriage.
• Curious: Comments indicating a desire to learn more or ask questions about Misyar marriage.
DOI: 10.17632/frrxk4kzch.1
title: PLS regression - prediction of Intracellular PHA with Sudan-Black absorption

description: This package contains codes for PLS modeling and analysis where in-vitro cellular absorption of SB is used to calculate intracellular protein content. The data set contains five measurements - free SB, cell-bound SB conc, intracellular protein analysis (Lowrey's assay at 650 nm), and cell OD. The package contains scripts to depict the SB partitioning, the PLS model development, the sensitivity of the PLS model, permitted predictor of importance, resilience to random error, method comparison using Bland-Altman Plot
DOI: 10.17632/9dhv38zkft.1
title: LandGEM_data

description: Three Python files for three different machine learning models with extensions .py
Three Python files for Grid Search of three different machine learning models with extensions .py
Three different machine learning models with extensions .pkl
one file for standardizing the data utilized in the SVM model with extension .pkl
An Excel file with two pages: one for the data used in the models and the other is the raw data
DOI: 10.17632/9dhv38zkft.2
title: Modifying LandGEM model parameters using a machine learning method to improve the accuracy of landfill methane gas generation estimates in the U.S.

description: Three Python files for three different machine learning models with extensions .py
Three Python files for Grid Search of three different machine learning models with extensions .py
Three different machine learning models with extensions .pkl
one file for standardizing the data utilized in the SVM model with extension .pkl
An Excel file with two pages: one for the data used in the models and the other is the raw data
DOI: 10.17632/fc72nbt5y2.1
title: BCSD-2024

description: The proposed BCSD-2024 dataset comprises 10 patients of mammography. The left and right breast are manually marked with the assistance of trained radiologists. The affected region is marked manually, and a binary mask is created for each slice. The dataset's performance is assessed using the proposed spatial attention mechanism (SAM) for breast lesion segmentation. The SAM model, trained from scratch with the chosen hyperparameters, achieves an intersection over union (IoU) of 0.75.
DOI: 10.17632/wyjzkfx6yd.1
title: Modeling internal migrations in Poland at municipality level

description: Data describing population migration in approx. 2,500 municipalities in Poland in the years 2003-2022. On their basis, models were built showing the most important causes and effects of these changes.
DOI: 10.17632/wyjzkfx6yd.2
title: Modeling internal migrations in Poland at municipality level

description: Data describing population migration in approx. 2,500 municipalities in Poland in the years 2003-2022. On their basis, models were built showing the most important causes and effects of these changes (Data_set03enf.xlsx). The second file (travel_time_by_car.xlsx) contains data about travel times from all municipalities in Poland to its county capitals, subregional important cities and capitals of provinces, used in modeling.
DOI: 10.17632/x2bdzxv5j4.1
title: Data_Physiological role of some key biochemical compounds and osmoprotectants in abiotic stress tolerance of plants. (n.d.).

description: Abiotic factors such as water scarcity, salinity, and heavy metal exposure cause considerable stress and impact the overall development of plants. Plants possess a multifaceted defence strategy to cope with stressful environments. Low molecular weight thiols and proteins such as proline, glutathione, phytochelatins and metallothionein represent an essential function in abiotic stress tolerance. Proline adjusts the osmotic level in plants, scavenges the reactive oxygen species (ROS) and helps stabilize large molecules during stress conditions. Glutathione, metallothionein and Phytochelatins maintain homeostasis, detoxify ROS, and regulate cell signalling. Phytochelatins bind toxic metal compounds, regulating metal balance in cells. According to existing literature, under stressful conditions, plants tend to synthesize an excessive quantity of thiols and proteins. This overproduction serves to enhance the plant's ability to withstand stress by maintaining cell turgor and osmotic balance, stabilizing membranes to prevent electrolyte leakage, and regulating concentrations of reactive oxygen species (ROS) within optimal levels, thereby averting oxidative stress in plants. Findings from different biochemical and physiological studies are combined to explore the functions and complex roles of various low molecular weight compounds and proteins in enhancing and reinforcing resilience against abiotic stress tolerance in diverse plant species.
DOI: 10.15468/dl.dnshbu
title: Occurrence Download

description: A dataset containing 2217 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Securidaca longepedunculata Fresen."
 ]
}

 The dataset includes 2217 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013089-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3c6pwdp3tp.1
title: Thermal and electrical Measrurements of Cold Welding Epoxy - Graphite

description: Measures presented in the IMRC 2024's conference titled: "Characterization of the physical properties of cold welding epoxy matrix composites with graphite inclusions to design supercapacitor materials." The data reservoir contains information from the samples' Electrical Impedance Spectroscopy, Thermal Relaxation, and Laser Flash Instruments. The samples were fabricated from Cold-Welding Epoxies and Graphite inclusions with varying volume fraction ratios. JB Weld SteelStick 82675 (Steel reinforced epoxy putty), Devcon 3-40 (High-grade steel-filled epoxy putty), Devcon R2-42 (Steel filled epoxy adhesive), and Permatex Steel Weld 84109 (Multimetal epoxy adhesive) were cold welding epoxies used.
DOI: 10.17632/kvbgzr6dn8.1
title: Building and Neighborhood Data Considering Energy in Dublin, Ireland

description: Central to our investigation is the Building Energy Rating (BER) dataset of Ireland, sourced from GeoDirectory data. This dataset provides a foundational resource, encompassing a comprehensive range of building-scale parameters such as detailed addresses, geocode data (latitude and longitude), area, height, number of floors, roof type, construction age, radon emission, HVAC system details, and bedroom and bathroom counts.
To enrich this dataset, we incorporated additional features from the Digital Landscape Models (DLM) Core Data from Tailte Éireann Surveying (PRIME2 Dataset). These enhancements include metrics such as nearest neighbor buildings, the density of the built environment surrounding each building, and district attributes like the ratio of green area to non-green area in the urban vicinity.
DOI: 10.17632/tbh3pg39xc.1
title: Mars Science Laboratory aerosol optical depths

description: Optical depths at 440 and 880 nm as measured in Gale crater, Mars, by the Mars Science Laboratory Mastcam instrument. The measurements were made using solar images and synthetic aperture photometry to determine solar flux. The results show typical Martian seasonal patterns, several dust storms, and seasonally varying diurnal changes.
DOI: 10.17632/tbh3pg39xc.3
title: Mars Science Laboratory aerosol optical depths

description: Optical depths at 440 and 880 nm as measured in Gale crater, Mars, by the Mars Science Laboratory Mastcam instrument. The measurements were made using solar images and synthetic aperture photometry to determine solar flux. The results show typical Martian seasonal patterns, several dust storms, and seasonally varying diurnal changes.
DOI: 10.15468/dl.8kjctt
title: Occurrence Download

description: A dataset containing 10541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Alaudala rufescens (Vieillot, 1819)",
 "Year 2019-2024"
 ]
}

 The dataset includes 10541 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013090-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efts5p
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dindicodes crocina (Butler, 1880)"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013092-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajk52y
title: Occurrence Download

description: A dataset containing 10462 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemastomatales"
 ]
}

 The dataset includes 10462 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013091-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vgbtc3b2n8.1
title: Data from "Disentangling the heterogeneous effect of natural resources on economic growth"

description: The data used in "Disentangling the heterogeneous effect of natural resources on economic growth"
DOI: 10.17632/vgbtc3b2n8.2
title: Data from "Disentangling the heterogeneous effect of natural resources on economic growth"

description: The data used in "Disentangling the heterogeneous effect of natural resources on economic growth"
DOI: 10.17632/969m5dyfgs.1
title: Eimeria tenella noncoding RNA sequencing - sporozoites at 28 days elapsed since beginning of sporulation

description: Noncoding RNA sequencing for 28 day old Eimeria sporozoites (i.e., sporulated oocysts). All oocysts were stored at room temperature (21 C) from the beginning of sporulation.

NS.1389.001.NEBNext_Index_43.2HB_R1.fastq - 28 day old sporulated E. tenella oocysts, warmed to 41 C for 90 minutes prior to RNA recovery - read 1
NS.1389.001.NEBNext_Index_43.2HB_R2.fastq - 28 day old sporulated E. tenella oocysts, warmed to 41 C for 90 minutes prior to RNA recovery - read 2
NS.1389.001.NEBNext_Index_44.2RD_R1.fastq - 28 day old sporulated E. tenella oocysts, held at steady state (21 C) prior to RNA recovery - read 1
NS.1389.001.NEBNext_Index_44.2RD_R2.fastq - 28 day old sporulated E. tenella oocysts, held at steady state (21 C) prior to RNA recovery - read 2
DOI: 10.17632/354wv8f9kp.1
title: The use of offensive language

description: This is the data for the article "Shockingly Offensive: The Deliberate Use of Slurs in Prosocial Advertising. Can LGBTQIA-Phobic and Sexist Slurs Be Effective for Reshaping Intolerant Attitudes and Behaviors?" Journal of Advertising Research 2024
DOI: 10.17632/2t4mj36mcb.1
title: Golden Droplets 61

description: Original data used for the demonstration in the video
DOI: 10.17632/j2ckn898jc.1
title: STL models of head and nasal region of a hagfish, probably Eptatretus stoutii

description: Three hagfish (Eptatretus stoutii) models: Wild Type, Head, and Displaced. The wild type model is of nasal passage. The head model is of nasal passage and external surface of head. The displaced model is of nasal passage only. The three models and their origin are described fully in the manuscript 'Odorant Transport in a Hagfish' (Cross et al.,in preparation). Each model is in the form of an STL file, and can be imported into ParaView for inspection.
DOI: 10.17632/h94h8cysns.1
title: Estigma y discriminación en estudiantes de enfermería sexualmente diversos

description: Banco de datos que contiene las transcripciones de parte de las entrevistas realizadas a estudiantes de enfermería en el marco de un proyecto de investigación sobre estima y discriminación en estudiantes de enfermería sexualmente diversos.
DOI: 10.17632/7rsj8pjm72.1
title: Incidence Trends of Melanoma In Situ Rising Among Racial/Ethnic Minorities in the United States

description: Supplemental methods and data for JAAD International Publication
DOI: 10.6084/m9.figshare.26962933
title: ­­­Free-living, objectively-measured physical behaviours (sedentarism and physical activity): a data set from rural and urban settings, Limpopo Province, South Africa

description: The data consists of individual-level (anonymised) multi-day, free-living uni-axial accelerometry data for 319 male and female participants between the ages 19-67 years, from a rural African setting (Dikgale Health and Demographic Surveillance System site & Forestry Mill, Limpopo Province, South Africa) and an urban setting (Office workers, Limpopo Province, South Africa). A number of additional variables are included (age, sex, language, housing, occupation, education, assets).
DOI: 10.6084/m9.figshare.26962933.v1
title: ­­­Free-living, objectively-measured physical behaviours (sedentarism and physical activity): a data set from rural and urban settings, Limpopo Province, South Africa

description: The data consists of individual-level (anonymised) multi-day, free-living uni-axial accelerometry data for 319 male and female participants between the ages 19-67 years, from a rural African setting (Dikgale Health and Demographic Surveillance System site & Forestry Mill, Limpopo Province, South Africa) and an urban setting (Office workers, Limpopo Province, South Africa). A number of additional variables are included (age, sex, language, housing, occupation, education, assets).