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

description: A dataset containing 265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Muhlenbergia capillaris (Lam.) Trin.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 265 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012890-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4d8nvbhzss
title: Data set for Biological Rotation Age of Community’s Teak (Tectona grandis) Plantation Based on The Volume, Biomass, and Price Growth by Analyzing Its Tree Ring Digitization

description: This data set contain the curve fitting of annual tree ring of Teak (Tectona grandis). It estimates the reaction wood formation according to the geometric center translocation from the pith. It also estimates the growth curve and determine the Current annual increment (CAI), mean annual increment (MAI), and the biological rotation age. The biological rotation age was calculated based on the volume, biomass, and price to get the optimum ecological and economical values of teak plantation.
DOI: 10.17632/gkb728wk65
title: (BNU WGE) Chinese Young Women Social Appearance Anxiety and Beauty Diversity 2024

description: The present study divide female beauty diversity in to two dimensions: facial beauty diversity and shape beauty diversity. In line with recent research on social media engagement, social comparison and social appearance anxiety, several hypotheses were developed:
H1. Appearance-related media content engagement influences Chinese young women’s upward contrastive comparison degree, and then influences their social appearance anxiety. Upward contrastive comparison played a mediating role between media engagement and social appearance anxiety.
H2(a) : Facial beauty diversity and (b): shape beauty diversity negatively moderates the positive effects of media engagement ion upward contrastive comparison of young women.
Online survey method is adopted. Participants are organized by purpose sampling method, which the questionnaire is spread through the online female community and other channels. After reading the informed consent form, the female participants were asked to self-report completing a 19-question online questionnaire.
DOI: 10.17632/ytmyshtn66
title: EDDIE - Energy Dispersive x-rays spectroscopy for areal Density and composItion Evaluation

description: EDDIE is a MATLAB code for the for the evaluation of thin lms mass thick- ness and composition based on the Energy Dispersive X-Ray Spectroscopy (EDS). The method exploits the theoretical calculation of the in-depth char- acteristic X-ray generation distribution function in multilayer sam- ples, by the numerical solution of the electron trans- port equation. Once the substrate composition in known, this method gives reliable measurements without the need of a reference sample and/or mul- tiple voltage acquisitions. The electron transport model is derived from the Boltzmann transport equation and it exploits the most updated and reli- able physical parameters in order to obtain an accurate description of the phenomenon.
DOI: 10.17632/zbc66krbv4
title: RNAseq in WT and Dnmt3a KO HSCs naive and after 1-month of infection with M. avium

description: 5000-10000 HSCs (KL CD150+ CD48- CD34-) were sorted into lysis buffer from the pools of naive or 1-month infected WT or Dnmt3a-/- mice (n=10-12 per group). RNA was isolated with the NucleoSpin ® RNA Plus XS kit (Macherey Nagel). RNA-seq libraries were prepared by using SMARTer® Stranded Total RNA-Seq Kit v2 - Pico Input Mammalian (Takara Bio Usa). Illumina NovaSeq SP was used for sequencing with a paired-end sequencing length of 10bp. FASTQ files were preprocessed using HTS stream (https://github.com/ibest/HTStream) and the clean FASTQ file were aligned using STAR. Differential expression (DE) analysis of gene expression was performed using Limma-Voom. False discovery rate (FDR)&lt;0.05 was considered statistically significant. We performed gene ontology analysis for differentially expressed genes with q value &lt;0.05.
DOI: 10.17632/6mtcs5p56m
title: Echolocating bats adjust sensory acquisition based on internal cues
DOI: 10.17632/fkmd7b7h8z
title: For Data on localization of the T-DNA insertion site in Arabidopsis line SALK_146824C

description: Experimental data for "Data on localization of the T-DNA insertion site in Arabidopsis line SALK_146824C" manuscript
DOI: 10.17632/svb27p4bnv
title: Data for: Exploration progresses and geochemical features of lacustrine shale oil in China

description: geochemical data used in the paper
DOI: 10.6084/m9.figshare.27890262.v1
title: Dataset coding responses from Bali-THK respondents (English).xlsx

description: Dataset coding responses of respondents Bali THKN =71Variable in English
DOI: 10.17632/csxx6yb2xz
title: AttResNet: Improved attention residual module for detection of tiny targets in high resolution low-contrast images

description: The core code that underpins this paper is published here
DOI: 10.17632/jvyrmzwtkz
title: 2014-2019 Russian companies by Quarter & Sanctions data

description: This dataset includes the financial data of russian companies by quarter and the data of sanction fictional variables for each period.
DOI: 10.17632/mg7chh6w7z
title: TRAF2 saxs H5
DOI: 10.17632/mp7tbykgnx
title: Data for: NMR analysis of roasted coffee lipids and development of a spent ground coffee application for the production of bioplastic precursors

description: 1D and 2D NMR analysis of coffee lipids
DOI: 10.17632/n8y26hx466
title: The Science and Impact of Spoiled Milk

description: Outline:

1. Introduction

Importance of milk in diet

Brief on spoilage and its relevance



2. What is Milk?

Composition of milk (water, fat, protein, lactose, minerals)

Types of milk (cow, goat, plant-based alternatives)



3. Milk Spoilage: An Overview

What is spoilage?

Difference between pasteurized and raw milk



4. Causes of Milk Spoilage

Microbial activity (bacteria, yeasts, molds)

Enzymatic breakdown

Improper storage (temperature, contamination)

Exposure to light and air



5. Microbiology of Spoiled Milk

Common spoilage bacteria (Lactobacillus, Pseudomonas, etc.)

How bacteria grow in milk

Fermentation and acidification



6. Chemical Changes During Spoilage

Sour smell and taste (lactic acid formation)

Curdling and separation

Changes in pH and texture



7. Signs of Spoiled Milk

Visual signs (curdling, discoloration)

Smell (sour, rotten)

Taste and texture



8. Health Implications of Consuming Spoiled Milk

Food poisoning symptoms

Vulnerable populations

When sour milk is safe (fermented products vs. actual spoilage)



9. Preventing Milk Spoilage

Storage tips (refrigeration, sealing)

Pasteurization process

Importance of expiration dates



10. Cultural and Historical Perspectives



Traditional fermentation (yogurt, cheese)

Spoilage vs. intentional souring


11. Environmental and Economic Impact



Food waste statistics

How spoiled milk affects supply chains


12. Conclusion



Summary of spoilage causes and consequences

Importance of proper milk handling



---

Sample Introduction (Part of the Full Essay):

Milk is one of the most widely consumed nutritional beverages in the world. Rich in essential nutrients such as calcium, protein, and vitamins, it forms a staple in diets from childhood to old age. Yet, this valuable liquid is also highly perishable. Its rich composition, while beneficial to humans, also makes it an ideal breeding ground for various microorganisms. When milk goes bad — or spoils — not only does it lose its nutritional and sensory value, but it can also pose significant health risks. Understanding how and why milk spoils is essential for consumers, food handlers, and producers alike.

Milk spoilage occurs due to a combination of microbial activity, chemical reactions, and environmental conditions. This essay delves deeply into the processes that lead to milk spoilage, explores its causes and consequences, and offers strategies for prevention. Along the way, we will also examine the broader implications of spoiled milk — from economic losses to environmental concerns — and touch on the thin line between spoilage and the beneficial fermentation that leads to products like yogurt and cheese.


---In this comprehensive essay, we will explore the full lifecycle of milk as it transitions from a fresh, consumable liquid to a spoiled, potentially hazardous substance. We will examine milk’s natural composition, the science behind microbial spoilage, and the environmental factors that contribute to
DOI: 10.15468/dl.uwc4nt
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-8.8018 33.6743,-9.0352 33.4562,-9.0352 28.8496,-0.0352 28.8496,-0.0352 36.4794,-0.2209 36.3968,-1.3537 36.1876,-1.6551 35.769,-2.0234 35.5842,-2.5138 35.6803,-2.6212 36.2387,-2.9881 36.451,-3.4424 36.249,-3.506 35.7605,-4.4004 35.671,-4.7609 35.8337,-4.8512 36.1709,-5.2296 36.4083,-6.2415 36.1841,-7.168 34.4152,-8.8018 33.6743))"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012891-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5j35cxtkng
title: Data for: Metal remobilization and ore-fluid perturbation during episodic replacement of auriferous pyrite from an epizonal orogenic gold deposit

description: Pyrite chemical and sulfur isotopic compositions from an orogenic gold deposit.
DOI: 10.17632/g3v9xcxjgc
title: A synthetic data set with new product demand and characteristics

description: This is a synthetic data set with 2000 new products. The data set consists of product characteristics, 18 demand points, and the total demand. The data set has been created in such a way that there are links (with a certain level of noise) between product characteristics and demand. This data set can serve as a benchmark for new product forecasting and uncertainty estimation of new product demand.
DOI: 10.17632/hb9gsx888b
title: Belimumab ameliorates symptoms and disease activity in dermatomyositis and juvenile dermatomyositis patients refractory to standard therapy: a retrospective observational study

description: Supplemental materials for paper "Belimumab ameliorates symptoms and disease activity in dermatomyositis and juvenile dermatomyositis patients refractory to standard therapy: a retrospective observational study", including detailed methods, supplemental tables and figures, and supplemental figure legends.
DOI: 10.17632/65z4556dxz
title: A Complex Hierarchy of Avoidance Behaviors in a Single-Cell Eukaryote, Dexter et al. (Day 18)

description: Videos for Dexter et al. (Day 18)
DOI: 10.17632/8m7w4gwt4m
title: A computer program for calculating non-LTE model stellar atmospheres

description: Abstract The program calculates model stellar atmospheres, assuming plane-parallel, horizontally homogeneous atmosphere in radiative and hydrostatic equilibrium, and allowing for departures from local thermodynamic equilibrium (LTE) for a set of occupation numbers of selected atomic and ionic energy levels. The program is very flexible as to the choice of chemical. Title of program: TLUSTY Catalogue Id: ABFK_v1_0 Nature of problem The program computes model stellar atmospheres, assuming plane-parallel, horizontally homogeneous atmosphere in radiative and hydrostatic equilibrium, and allowing for departures from local thermodynamic equilibrium (LTE) for a set of occupation numbers of selected atomic and ionic energy levels. The present program is similar in approach to the computer code by Mihalas, Heasley and Auer, but is completely independent. It differs from this code in many ways, such as the inclusion of an optional, ... Versions of this program held in the CPC repository in Mendeley Data ABFK_v1_0; TLUSTY; 10.1016/0010-4655(88)90177-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/r774bxyf8d
title: Control of limb initiation and antero-posterior patterning by Meis transcription factors

description: Meis1 and Meis2 are highly similar homeodomain transcription factors that regulate organogenesis through cooperation with Hox proteins. Elimination of Meis genes after limb induction has shown their role in limb proximo-distal patterning; however, limb development in the complete absence of Meis function has not been studied. Meis1 and Meis2 are co-expressed during limb development, first in the lateral plate mesoderm before limb induction and then becoming restricted to a proximal domain of the growing limb bud. Here, we report that complete double conditional Meis1/2 inactivation in the lateral plate mesoderm leads to limb agenesis. Meis factors converge with Tbx factors in this function, extensively co-binding with Tbx to genomic sites and co-regulating enhancers of Fgf10, a critical factor in limb initiation. Limbs with three deleted Meis alleles develop a complete PD set of limb skeletal elements, but show proximal-specific skeletal hypoplasia and agenesis of posterior skeletal elements. This failure in posterior skeletal element specification reveals an early role of Meis factors in establishing the limb AP prepattern required for Shh activation at later stages. Our results uncover novel roles for Meis transcription factors in early limb development and identify their involvement in new molecular interaction networks that regulate organogenesis.
DOI: 10.17632/27t66y6m95
title: PTB dataset

description: This is a text dataset which i will use for my text prediction research work.
DOI: 10.17632/npd8tz8dp3
title: PEth Blood Transfusion

description: Data for Blood transfusion affecting phosphatidylethanol concentration
DOI: 10.17632/g244mjgc7g
title: Учебно-методический комплекс "Исторические особенности развития диалектов романских языков"

description: УМК " Исторические особенности развития диалектов романских языков" посвящен проблемам национально-культурного своеобразия функционирования языковых единиц в современных романских языках и диалектах. В данном контексте испанский язык можно назвать "эталоном" для исследований подобного рода, поскольку, несмотря на языковую общность народов, являющихся его носителем, он отличается широкой территориальной вариативностью, обуславливающей специфику коммуникации. Благодаря  именно  своей огромной территориальной распространенности, своеобразию этнического состава и национальных культур его носителей, испанский язык представляет неограниченные возможности для изучения национально-культурных особенностей речевого поведения. В УМК анализируются лексико-семантические и грамматические характеристики указанных словоформ; сопоставляется реализация данных единиц с параллельным употреблением ЯЕ в мексиканском, колумбийском и пиренейском национальных вариантах испанского языка и его диалектах; разработана типология их территориального варьирования в зависимости от экстралингвистических факторов. 
В УМК рассматриваются перспективы дальнейшего развития диалектов романских языков.
DOI: 10.17632/jht7pgb563
title: A Better Delineation of U.S. Metropolitan Areas: Replication Package

description: Computer code and data to replicate delineations described in "A Better Delineation of U.S. Metropolitan Areas'", Federal Reserve Bank of Kansas City Research Working Paper 25-01, May 2025. The paper is conditionally accepted for publication in the Journal of Urban Economics.
DOI: 10.17632/sm67hr5bpm
title: Cell types of the human retina and its organoids at single-cell resolution. Cowan et al

description: Single cell transcriptomes from functionally-intact human retina and light-responsive human retinal organoids with functional synapses. Includes organoids aged from 6 to 46 weeks and a longitudinal time series of ischemia in the human retinal periphery. Human organoids recapitulating the cell-type diversity and function of their target organ are valuable for basic and translational research. We developed light-sensitive human retinal organoids with multiple nuclear and synaptic layers, and functional synapses. We sequenced the RNA of 285,441 single cells from these organoids at seven developmental time points and from the periphery, fovea, pigment epithelium and choroid of light-responsive adult human retinas.
DOI: 10.6084/m9.figshare.29169617.v1
title: Cooperation between CYB5R3 and NOX4 via coenzyme Q mitigates endothelial inflammation

description: NADPH oxidase 4 (NOX4) regulates endothelial inflammation by producing hydrogen peroxide (H2O2) and to a lesser extent O2•-. The ratio of NOX4-derived H2O2 and O2•- can be altered by coenzyme Q (CoQ) mimics. Therefore, we hypothesize that cytochrome b5 reductase 3 (CYB5R3), a CoQ reductase abundant in vascular endothelial cells, regulates inflammatory activation. To examine endothelial CYB5R3 in vivo, we created tamoxifen-inducible endothelium-specific Cyb5r3 knockout mice (R3 KO). Radiotelemetry measurements of systolic blood pressure showed systemic hypotension in lipopolysaccharides (LPS) challenged mice, which was exacerbated in R3 KO mice. Meanwhile, LPS treatment caused greater endothelial dysfunction in R3 KO mice, evaluated by acetylcholine-induced vasodilation in the isolated aorta, accompanied by elevated mRNA expression of vascular adhesion molecule 1 (Vcam-1). Similarly, in cultured human aortic endothelial cells (HAEC), LPS and tumor necrosis factor α (TNF-α) induced VCAM-1 protein expression was enhanced by Cyb5r3 siRNA, which was ablated by silencing the Nox4 gene simultaneously. Moreover, super-resolution confocal microscopy indicated mitochondrial co-localization of CYB5R3 and NOX4 in HAECs. APEX2-based electron microscopy and proximity biotinylation also demonstrated CYB5R3's localization on the mitochondrial outer membrane and its interaction with NOX4, which was further confirmed by the proximity ligation assay. Notably, Cyb5r3 knockdown HAECs showed less total H2O2 but more mitochondrial O2•-. Using inactive or non-membrane bound active CYB5R3, we found that CYB5R3 activity and membrane translocation are needed for optimal generation of H2O2 by NOX4. Lastly, cells lacking the CoQ synthesizing enzyme COQ6 showed decreased NOX4-derived H2O2, indicating a requirement for endogenous CoQ in NOX4 activity. In conclusion, CYB5R3 mitigates endothelial inflammatory activation by assisting in NOX4-dependent H2O2 generation via CoQ.
DOI: 10.17632/vf37hjtk2n
title: Computational Experiment Results for the Job Shop Scheduling Problem with Time Lags (JSPTL)

description: This dataset contains the results of computational experiments conducted on benchmark instances of the Job Shop Scheduling Problem with Time Lags (JSPTL). The table compares the performance of different algorithms, including:
 - MA: Memetic Algorithm (Caumond et al., 2008)
 - SSPR: Shifting Bottleneck Procedure with Simulated Annealing (Gonzalez et al., 2015)
 - This paper: Proposed approach from the current study.
Metrics include:
 - GAP (%): Gap between the solution and the optimal/known best lower bound.
 - t (s): Computational time in seconds.
The dataset is divided into two parts:
 - Instances with small to medium complexity (la01 to la05), with averages provided.
 - Instances with higher complexity (la06 to la08), with corresponding averages.
This data supports the analysis of the efficiency and competitiveness of the proposed method in comparison to state-of-the-art algorithms.
DOI: 10.17632/nz45zk5g6z
title: Dysferlinopathy Manifesting with Volumetric Asymmetry of the Inferior Lateral Ventricles and Altered 31P MR Spectra in the Hippocampus and Motor and Premotor Cortex

description: RNotebook reports with data analysis results to supplement Brain of Miyoshi Myopathy/Dysferlinopathy Patients Presents with Structural and Metabolic Anomalies by Hnilicova P, Grendar M, Turcanova Koprusakova M, Trancikova Kralova A, Harsanyiova J, Krssak M, Just I, Misovicova N, Hikkelova M, Grossmann J, Spalek P, Meciarova I, Kurca E, Zilka N, Zelenak K, Bogner W, Kolisek M.
DOI: 10.17632/8m694kpkpr
title: Data for “Metal-silicate partitioning of Si, O, and Mg at high pressures and high temperatures: Implications to the compositional evolution of core-forming metallic melts”

description: The compilation of experimental data used for fitting Si, O, and Mg partitioning behaviors.
DOI: 10.17632/ysw26s83jt
title:  A Ticket to Ride? - The Impact of Euro Adaption on Sovereign Credit Ratings and Long-term Bond Rates

description: This dataset has been prepared by Szilárd Erhart for a research paper on the impact of euro adoption on Sovereign Credit Ratings.

ABSTRACT
The paper investigates the impact of euro adoption on sovereign credit ratings and on long-term rates experienced until the 20th anniversary of the euro. The three pillars of the research are (1) the analysis of the scoring methodology of Credit Rating Agencies, (2) the empirical investigation of the "euro privilege" in the ratings of Fitch,  Moody's and S\&P, and (3) and in the long-term government bond rates.  We find that the methodology of ratings  allows an upgrade up to 2 notches from admission to the Exchange Rate Mechanism II to joining the euro. The euro privilege varied in the range of 0-1 notch before the financial crisis, reached its 1.5 notch maximum at the peak of the crisis and disappeared during the euro crisis. Long-term government bond rates benefited continuously from euro, not only from improved credit quality before the crisis, but also from lower liquidity and FX risk, likely as a result of access to ECB operations. Eurozone members enjoyed a significant euro financing privilege for almost the entire sample period, e.g. 1-2 percentage point lower cost at the ten year maturity compared to non-eurozone EU countries. Results are relevant for current and candidate Eurozone members, as they allow an estimate of some of the benefits and sometimes costs of euro adoption and may shed light on the importance of deepening the Economic and Monetary Union and strengthening the international role of the euro further. 

The author takes no responsibility for the timeliness, accuracy, completeness or quality of the information provided. The author is in no event liable for damages of any kind incurred or suffered as a result of the use or non-use of the information presented or the use of defective or incomplete information . The contents are subject to confirmation and not binding. The author expressly reserves the right to alter, amend , whole and in part, without prior notice or to discontinue publication for a period of time or even completely.