cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/4t8c4bmw5p
title: Medullary, pontine and mesencephalic pathology in ALS and PLS: the segmental brainstem profile of motor neuron disease

description: Brainstem pathology is a pathognomonic feature of ALS encompassing lower cranial nerve and descending corticospinal tract degeneration. Post mortem studies have highlighted macroscopic brainstem atrophy in ALS since the earliest descriptions of the disease [1, 2], and brainstem involvement is a stage-defining feature of pathological TDP-43 burden [3]. Despite the plethora of recent imaging studies in ALS [4, 5], brainstem alterations are poorly characterised radiologically. The majority of imaging papers in ALS and PLS focus on cortical atrophy patterns [6-9], telencephalic white matter degeneration [8, 10-12], basal ganglia [13-16] and spinal cord pathology [17-19]. The quantitative assessment of brainstem changes in vivo offers the opportunity to assess longitudinal changes [20-22], explore correlations with clinical metrics [23, 24], and define the imaging signatures of specific motor neuron disease phenotypes [25, 26]. In a prospective, single-centre imaging study [27], we have acquired high-resolution imaging data for 100 patients with amyotrophic lateral sclerosis (ALS), 33 patients with primary lateral sclerosis (PLS), 30 patients with frontotemporal dementia (FTD) and 100 healthy controls (HC) using a standardised imaging protocol [13]. ALS patients were scanned longitudinally 4 months apart. T1-weighted imaging data were acquired with a 3D Inversion Recovery prepared Spoiled Gradient Recalled echo (IR-SPGR) pulse sequence on a 3 Tesla MRI system. Following quality control and standard pre-processing steps [15, 28], a Bayesian parcellation algorithm was utilised to segment the brainstem into the medulla oblongata, pons and mesencephalon [29]. Raw volumetric data are presented for each brainstem segment, stratified by study-group membership as supplementary information to our recent research paper. [27] Our data demonstrate that segmental and progressive brainstem pathology can be readily detected in vivo in ALS and our findings also confirm considerable brainstem atrophy in PLS. [13, 30] The interpretation of our volumetric data is aided by the availability of reference data sets from healthy- and disease-controls. Reference (original research paper): Bede P, Chipika RH, Finegan E, Li Hi Shing S, Doherty MA, Hengeveld JC, Vajda A, Hutchinson S, Donaghy C, McLaughlin RL, Hardiman O, Brainstem pathology in amyotrophic lateral sclerosis and primary lateral sclerosis: A longitudinal neuroimaging study. NeuroImage Clinical. 24 (2019):102054. Epub 2019/11/12. https://doi.org/10.1016/j.nicl.2019.102054.
DOI: 10.17632/ctcx5z34nk
title: Gini's Odyssey in Greece: Econometric analysis of income in-equality, GDP, and unemployment, through economic phases (pre crisis, crisis, memoranda and post memoranda)

description: This study investigates the relationship between income inequality, economic growth, and unemployment in Greece over the period 2003–2020, encompassing distinct economic phases: pre-crisis (2003–2008), crisis and memoranda (2009–2014), and post-memoranda (2015–2020). The research focuses on two primary hypotheses:

 H1: There is a positive relationship between GDP (measured logarithmically as LOGGDP) and income inequality (Gini coefficient), suggesting that economic growth, when not accompanied by redistributive mechanisms, exacerbates income disparities.

 H2: There is a positive relationship between unemployment and income inequality, reflecting the disproportionate impact of labor market disruptions on lower-income groups.
Description of the Data

The analysis uses annual data for Greece over 18 years (2003–2020). The variables analyzed include:

 Dependent Variable:
 Gini Coefficient: A measure of income inequality where 0 represents perfect equality and 1 represents maximum inequality.

 Independent Variables:
 LOGGDP: The natural logarithm of Gross Domestic Product (GDP), reflecting economic output while accounting for non-linear effects of growth.
 Unemployment Rate (% of total labor force): Represents the share of the labor force actively seeking employment but unable to find work.

Data Sources and Collection

 Gini Coefficient: Extracted from World Bank Open Data, calculated using annual household income surveys.
 GDP: Sourced from the World Bank and measured in constant US dollars to adjust for inflation and ensure comparability over time.
 Unemployment Rate: Sourced from the World Bank 
Analytical Methods

 Correlation Analysis:
 Pearson correlation coefficients were calculated to explore the strength and direction of relationships between variables.

 Linear Regression Model:
 The model estimated the impact of LOGGDP and unemployment on the Gini coefficient:
 Ginit=α+β1LOGGDPt+β2Unemploymentt+ϵt
 Ginit​=α+β1​LOGGDPt​+β2​Unemploymentt​+ϵt​
 α: Intercept.
 β1 and β2: Coefficients for LOGGDP and unemployment, respectively, representing their influence on the Gini coefficient.
 ε: Error term.

 Diagnostic Tests:
 Multicollinearity was assessed using Variance Inflation Factors (VIF).
 Model robustness was checked with Durbin-Watson statistics to evaluate autocorrelation.
 Residual analysis ensured compliance with normality assumptions.
Hypothesis Validation

 Economic Growth and Inequality (H1):
 The positive relationship between LOGGDP and the Gini coefficient underscores that growth during the analyzed periods did not equitably benefit all segments of society. 

 Unemployment and Inequality (H2):
 The stronger positive effect of unemployment on inequality highlights the critical role of labor market disruptions in intensifying disparities.
DOI: 10.17632/7pjxb7574n
title: The Water Acquisition Strategies and Drought Adaptation Dynamics of Coexisting Species in Desert Steppe Plant Communities

description: The data collected in this study focuses on the analysis of hydrogen and oxygen isotopic composition, soil water content, and species' water absorption characteristics. The experiment was designed to explore the relationships between isotopic variations in precipitation, soil, and plant water absorption. Specifically, the data includes:

13C Isotopic Data: Measurement of carbon isotope ratios in plant and soil samples to understand the carbon-water dynamics in the ecosystem.

Hydrogen and Oxygen Isotopes in Precipitation and Soil: A series of isotopic measurements of hydrogen and oxygen in both precipitation and soil water samples to identify the isotopic overlap and the sources of water that influence plant water absorption and soil moisture.

Soil Water Content: Quantification of soil moisture levels to investigate the availability of water for plant uptake and its correlation with isotopic data.

Species Water Absorption Depth: Data related to the depth at which different plant species absorb water, providing insight into their water use strategies and adaptation to varying moisture levels in the soil.

Water Source: Identification and categorization of the various water sources influencing plant and soil moisture, helping to establish the hydrological cycles in the study area.

This data set was collected through field observations and laboratory analysis, focusing on understanding the impact of isotopic composition on water uptake mechanisms in plants and the surrounding environment.
DOI: 10.17632/9gj26z24b8
title: The Validation of the Weiss Partner Betrayal Trauma Scale: The Data

description: This study was conducted to validate the Weiss Partner Betrayal Trauma Scale (WPBTS); a self-report measure of traumatic spousal betrayal in wives of sex addicts for counselors and researchers. After creating an initial pool of scale items and receiving feedback from a panel of experienced sexual addiction counselors, the WPBTS was edited and pilot tested. Principle component analysis with varimax rotation revealed a simple four-factor structure which accounted for 60.8% of the total variance. Reliability analysis showed sufficient internal consistency (α = .840). Discriminant validity was established using three comparative measures: the number of betrayals, the Couples Satisfaction Index, and a Post-Traumatic Stress Disorder assessment. The WPBTS is established as a measure with strong expert, construct, and discriminant validity. Implications for the use of the WPBTS are discussed.
DOI: 10.17632/b7g8b56xbm
title: Data for: Ancestral hymenopteran queen pheromones do not share the broad phylogenetic repressive effects of honeybee queen mandibular pheromone.

description: Raw oocyte counts for treatments, R script used for analysis (GLMM and calculations of effect sizes and 95% confidence intervals) and text output of the statistical analysis.
DOI: 10.17632/v24pg9zcp4
title: Data for: An analysis of time trends for canine heartworm disease in Grenada and its associated risk factors based on veterinary clinical pathology laboratory data base records between 2003 and 2015
DOI: 10.15468/dl.6ngeqj
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Gagea alberti Regel"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001532-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dx7cdgpcz3
title: Postsynaptic burst reactivation of hippocampal neurons enables associative plasticity of temporally discontiguous inputs

description: Datasets for study of burst-reactivation and dopamine-dependent plasticity. Plasticity data is placed in files organised by treatment groups. More information available in README. Simulation data of computation file created with code available at https://github.com/przemyslawj/dCA1-reactivations
DOI: 10.17632/8rj4f5xtw3
title: How to get a better sample from the Scabies tunnel: Sampling under Wood's light.

description: Video-1: Demonstration of technique.
DOI: 10.17632/vs8896vfxf
title: Oxygen effects on ω and α phase transformations in a metastable β Ti-Nb alloy

description: This dataset compiles data and images from heat treatment and ageing studies for a Ti-20Nb (atomic %) alloy that was oxidized to create an oxygen concentration gradient that supplement submitted manuscript “Oxygen effects on ω and α phase transformations in a metastable β Ti-Nb alloy,” by Kathleen Chou, Emmanuelle A. Marquis (University of Michigan).
DOI: 10.17632/8c385grh3k
title: Dataset of Effects of Inhibitory Kinesiotaping on Neuromuscular Control, Kinematics, and Propioception in Healthy Shoulder Girdle

description: This study aimed to investigate the acute effects of inhibitory Kinesio taping (iKt) on the activity of scapular muscles, scapular kinematics, and shoulder proprioception in healthy young adults. Twenty healthy volunteers were blindfolded and required to perform five active shoulder position sense tasks at 50° and 100° in frontal and scapular planes. 
Surface electromyography and a 3-D motion capture system were synchronized to record the activity of the lower trapezius and serratus anterior muscles as well as humeral and scapular kinematics. Data were collected under two experimental conditions: no tape, and iKt. 
Range of Motion (ROM) were calculated using Matlab. For each trial, the start and the end of the arm movement was determined by kinematic data analysis and identification of regions of interest. 
Root Mean Squared (RMS) was calculated for EMG data, and normalization was calculated using Maximum Voluntary Isometric Contraction data previously acquired. 
The results highlight the clinical significance of using iKt to increase PT, potentially reducing the risk of rotator cuff impingement during arm rising in the frontal plane. Moreover, supports considering motion planes as a factor for optimal shoulder function.
DOI: 10.17632/4z7vkn22tr
title: Data for: Stable isotope ratio of Calanus sinicus in the coastal Japan Sea

description: This is the data on the stable isotope ratio of Calanus sinicus in the coastal Japan Sea. The preprint was published in Ocean Science Discussion (https://os.copernicus.org/preprints/os-2021-74/).
DOI: 10.17632/g9sb3g72zp
title: The effects of posture on mind wandering

description: The folder includes raw data about one experiment in the article.
DOI: 10.13145/bacdive5864.20250331.9.3
title: Halanaerobium saccharolyticum subsp. saccharolyticum (Zhilina et al. 1992) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5864.20251217.10
title: Halanaerobium saccharolyticum subsp. saccharolyticum (Zhilina et al. 1992) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073907.10fu
title: SH0073907.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5865.20241212.9.2
title: Halanaerobium saccharolyticum subsp. saccharolyticum (Zhilina et al. 1992) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5865.20251217.10
title: Halanaerobium saccharolyticum subsp. saccharolyticum (Zhilina et al. 1992) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5866.20241212.9.2
title: Halanaerobium saccharolyticum subsp. senegalense (Cayol et al. 1994) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5866.20251217.10
title: Halanaerobium saccharolyticum subsp. senegalense (Cayol et al. 1994) Rainey et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5867.20241212.9.2
title: Halocella cellulosilytica Simankova et al. 1994

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5867.20251217.10
title: Halocella cellulosilytica Simankova et al. 1994

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5868.20250331.9.3
title: Halarsenatibacter silvermanii Switzer Blum et al. 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5868.20251217.10
title: Halarsenatibacter silvermanii Switzer Blum et al. 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5869.20250331.9.3
title: Haliangium ochraceum Fudou et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5869.20251217.10
title: Haliangium ochraceum Fudou et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073908.10fu
title: SH0073908.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5870.20241212.9.2
title: Haliangium tepidum Fudou et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5870.20251217.10
title: Haliangium tepidum Fudou et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5871.20250331.9.3
title: Halobaculum gomorrense Oren et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5871.20251217.10
title: Halobaculum gomorrense Oren et al. 1995

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073909.10fu
title: SH0073909.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0073910.10fu
title: SH0073910.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5872.20250331.9.3
title: Halobiforma haloterrestris Hezayen et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15156/bio/sh0073911.10fu
title: SH0073911.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.13145/bacdive5872.20251217.10
title: Halobiforma haloterrestris Hezayen et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5873.20250331.9.3
title: Halogeometricum borinquense Montalvo-Rodríguez et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive5873.20251217.10
title: Halogeometricum borinquense Montalvo-Rodríguez et al. 1998

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.