cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yv8x7pvczm.1
title: Quellon AGB map data

description: This dataset includes the AGB maps for the Quellon commune of the Chiloe island in Chile and a data comparison .csv file, produced under the master's thesis research of Vincent Haller. One of the maps (chiloe_biomass_map_2023_LangPS_nodata) was produced by the author using machine learning algorithms and remote sensing data. This map was developed for February 17th 2023, and has a 10m resolution. The other two datasets were produced by subtracting the author's biomass map to each of the other two comparison AGB maps: the European Space Agency (ESA) Biomass Climate Change Initiative dataset (Santoro & Cartus, 2023) from 2020 and the Global Forest Watch dataset (Global Forest Watch, 2022) from 2022. This procedure was developed in ArcGIS. The .csv file data compares the modeled and measured data for each field plot developed during the study.

References:
Global Forest Watch. (2022). Aboveground Live Woody Biomass Density [dataset]. https://data.globalforestwatch.org/datasets/gfw::aboveground-live-woody-biomass-density/about

Santoro, M., & Cartus, O. (2023). ESA Biomass Climate Change Initiative (Biomass_cci): Global datasets of forest above-ground biomass for the years 2010, 2017, 2018, 2019 and 2020, v4 (p. 5183 Files, 302039459020 B) [Application/xml]. [object Object]. https://doi.org/10.5285/AF60720C1E404A9E9D2C145D2B2EAD4E
DOI: 10.17632/v4gyfxgv8m.1
title: Tibet Datas

description: Paper related data
DOI: 10.17632/v75czchpjm.1
title: A High-Throughput Screening to Identify Inhibitors of MCM Chromatin Loading that Selectively Target Cells with Increased Replication Origin Assembly

description: Original data
DOI: 10.17632/gkpxd29y94.1
title: Data for publication

description: Data is collected from WDI
DOI: 10.17632/nttsc8p85p.1
title: Tumor-Associated Schwann Cell Remodeling under Metabolic Stress via Lactate Sensing Orchestrates

description: Biotin pull-down assay
The Magic Dynabeads MyOne Streptavidin T1 were pre-incubated with free biotin or biotinylated lactate at room temperature for 30 minutes to saturate the bead surface with biotin. Subsequently, the pre-treated beads were mixed with the cell lysate of interest and incubated overnight at 4°C with rotation. The beads were then washed four times with PBS buffer to remove non-specifically bound molecules. After washing, the proteins were separated from the beads, and the presence and expression levels of the target protein were detected using techniques such as Western blotting or proteomics.
DOI: 10.17632/ky67mw56pm.1
title: THE TOROIDAL VOLCANIC RESERVOIR OF TOFUA VOLCANO

description: The satellite gravimetry data used to study the Tofua and Kaos volcanoes consist of observed gravity data downloaded from the GGMplus satellite data model. These data have been processed and analyzed by Dr. Román Alvarez Bejar and Dr. Miguel Camacho-Ascanio to provide insights into the gravitational anomalies associated with the volcanic structures.
DOI: 10.17632/dphz7hytm8.1
title: Indonesia's Merdeka Curriculum Documents

description: This dataset comprises the primary documents and supplementary materials I utilized to conduct a critical discourse analysis of Indonesia's Merdeka Curriculum
DOI: 10.6084/m9.figshare.27143937.v1
title: Supplementary Material for: Suspected Postpartum Depression Revealed to be CSF1R-Related Leukoencephalopathy: A Case Report

description: Introduction 
This is a case of a 32-year-old woman who developed postpartum depression (PPD). She became anxious and depressive about caring for her child, and the Edinburgh Postnatal Depression Scale (EPDS) test showed a score of 9 at two weeks after delivery, and at 7 months postpartum, she presented with major melancholic depression followed by mild cognitive decline without any neurological symptoms except cluttering speech. 
Case Presentation 
Cerebral MRI showed confluent FLAIR hyperintensities in the periventricular and frontal deep white matter, with multiple spotty calcifications in the frontal white matter by cerebral CT. Genetic testing revealed a mutation in the colony stimulating factor 1 receptor (CSF1R). 
Conclusion
This case report is consistent with evidence that PPD may have organic causes in some cases, including CSF1R mutations. Atypical findings such as mild cognitive decline combined with PPD in psychiatric interview may justify brain imaging to avoid misdiagnosis, since CSF1R-related leukoencephalopathy is probably an under-recognized disease in medical psychiatry. Further investigations are needed to clarify a pathophysiological correlation between CSF1R signaling abnormality and PPD as well as major depression.
DOI: 10.15468/dl.ghv78k
title: Occurrence Download

description: A dataset containing 142864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-71.6673 -33.07834, -71.32662 -33.07834, -71.32662 -32.98321, -71.6673 -32.98321, -71.6673 -33.07834))",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 142864 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036587-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/65rd2ss9xm.1
title: range_diff_measurements_TDOA

description: Experimental data of range difference measurements collected from a TDOA system comprising 4 sources and 6 sensors.
DOI: 10.17632/syhvyjsjch.1
title: Association between sleep disturbance and hypertension: Mediation analysis involving Systemic Inflammatory Response Index in the NHANES

description: We analyzed the data from the NHANES, a representative cross-sectional survey of all non-institutionalized civilian populations in the United States. The National Center for Health Statistics Research Ethics Review Board authorized the NHANES study protocols in compliance with the revised Declaration of Helsinki. The NHANES data were released over 2-year cycles. To obtain a large sample for analysis, we combined eight cycles of continuous NHANES data from 2005 to 2020. The National Center for Health Statistics Ethics Review Committee granted ethics approval. All participants provided written informed consent before participating in the study. More information about the NHANES could be obtained at: http://www.cdc.gov/nhanes. Of the 85,750 participants extracted from the NHANES database, we excluded those with missing information on the hypertension questionnaire (n = 30,855), SII data (n=5,361), trouble sleeping (n = 28), aged  ≥ 20 years (44,285), and other covariates (n = 20,871). Finally, a total of 23,414 participants were included in this study.
DecisionLinnc1.0 software(http://www.statsape.com.) was employed for data analysis. DecisionLinnc1.0 is a platform that integrates multiple programming language environments and enables data processing, data analysis, and machine learning through a visual interface. P &lt; 0.05 was considered as statistically significant. In descriptive statistics, continuous variables are expressed as means and standard deviations or medians and interquartile ranges, and categorical variables as proportions and percentages of the total. The χ2 test was used to compare the classified variables among the groups. For continuous variables, one-way ANOVA was used to compare normally distributed variables, and the Kruskal-Wallis H test was used to compare skewed distribution variables between groups.
Multivariate logistic regression was used to analyze the correlation between sleep disorder and hypertension. The correlation between SII and hypertension was analyzed in the same way. Multivariate linear regression analysis was used to evaluate the correlation between sleep disturbance and the SII. In all analyses, the levels of SII were converted to natural logarithms. To explore the regulatory role of gender, we calculated the correlation intensity between hypertension, sleep disorders and SII in male and female subgroups. Finally, an intermediary analysis was conducted to examine whether the SII mediates the relationship between sleep disorders and hypertension. The magnitude of the indirect pathway effect, the proportion of the intermediary effect, and the p-value of the intermediary effect are all shown in the results.
DOI: 10.17632/6xt25dhf2g.1
title: Enhancing Agriculture through Farmer Managed Natural Regeneration (FMNR) in Burkina Faso

description: Research indicates that the use of trees by farmers in agroforestry systems improves household nutrition consistent with local culture and food traditions. Additionally, it enhances climate change adaptation while contributing to environmentally friendly agricultural products. Nonetheless, some scientists argue that trees reduce soil moisture content in agricultural settings and that associated water demand could effectively compete with crops over limited available moisture. This research explored these competing claims in the context of Burkina Faso, focusing on farmer managed natural regeneration (FMNR). To understand how FMNR impacts soil moisture, this research used a participatory approach, including citizen science, to collect soil matric potential data. 
Soil matric potential data were collected using the SR Series IRROMETER tensiometer marketed by the Irrometer Co., Inc., Riverside, CA. Data collection on croplands with FMNR consisted of the installation of two IRROMETER SR tensiometers within the canopy zone and in an open area, positioned 20 meters away from the canopy zone, at a depth of 45 centimeters. On croplands without FMNR, a single IRROMETER SR tensiometer was installed in an open area at the same depth. In this study, soil moisture tensiometers were installed under Vitellaria paradoxa (shea) trees, less than a meter away from the tree trunk within the tree canopy. Only mature trees with a trunk diameter of 50 centimeters or more at breast height were selected to ensure consistent evapotranspiration patterns. To analyze the data and assess the relationship between soil moisture within the canopy zone, away from the canopy zone on croplands with FMNR, and on croplands without FMNR, a one-way analysis of variance (ANOVA) was used, followed by a Games-Howell post-hoc test at the significance level of 0.05.
Results indicate that FMNR increases soil water availability to plants and subsequent crop yield. Trees significantly increased soil moisture availability throughout the season, from croplands without FMNR to areas away from the tree canopy and areas within the tree canopy on croplands with FMNR.
DOI: 10.17632/gzcfwbnzbx.1
title: Taiwan PTT BBS posts and reports on Prozac Board

description: This data set is part of a study that collected posts from the Prozac Board, a non-commercial social media platform within Taiwan's larger PTT Bulletin Board (PTT) community. The Prozac Board serves as the significant sub-discussion board dedicated to discussing depression. Our data collection spanned from January 1, 2017, to December 31, 2021, encompassing all posts and replies. These five years were chosen to provide a comprehensive view of the board's activity over time, allowing for the identification of potential trends or changes in emotional expression patterns.
DOI: 10.17632/j5hggbgj8y.1
title: Analyzing Usability of Federated Access to Online Courses: Results from the Questionnaire

description: This Excel file contains the results of a questionnaire distributed to 145 students at the University of Trieste (UniTS) between March and April 2024. The survey focused on evaluating the usability of federated access to online courses across four academic institutions. This data supports a broader effort to validate the instrument for higher education mobility programs.
DOI: 10.17632/p9cbxgbz7v.1
title: Screenshot file using LLMs

description: During the use of Claude-3-Opus, GPT-4-Turbo, and Gemini-1.5-Pro (accessed via Poe: https://poe.com/), the screenshots, as well as the questions and answers, are in Chinese.
DOI: 10.17632/3mdx8tnzs6.1
title: HVPG-MASLD-Alcohol

description: Background and aims: Hepatic venous pressure gradient (HVPG) is a strong surrogate of severity and outcome but its relative prognostic value in metabolic dysfunction-associated steatotic liver disease (MASLD) and alcohol-associated liver disease (ALD) is yet to be clarified. We compared HVPG in MASLD with ALD and other etiologies according to cirrhosis complications.
Patients and methods: In our cirrhosis registry RH7, we identified patients with data on HVPG and scrutinized them against the etiology of advanced chronic liver disease (ACLD) (MASLD, ALD, other) and specific complications of ACLD such as variceal bleeding or ascites.
DOI: 10.17632/7mkpwx8wy4.1
title: Genome-wide identification and functional characterization of the 2,3-oxidosqualene cyclase gene family in loquat (Eriobotrya japonica Lindl.)

description: Triterpenoids are recognized as the main medicinal active substances in loquat, a plant that serves both medicinal and culinary purposes, with the synthesis of these compounds being critically dependent on the key enzyme OSC. The identification of 15 OSC proteins from the loquat genome was achieved in this study to further reveal the molecular functions of the loquat protein family. 15 CDS sequences of EjOSC genes were discovered, providing research genes for exploring the important role of the OSC gene family in the synthesis of triterpenoids.
DOI: 10.17632/vf4ckw66cy.1
title: Weather and electric load dataset

description: The present dataset combines the details of hourly load variation with the hourly weather parameters. The load dataset has been obtained from one of the substations (location Ahmedabad) and weather parameters dataset has been extracted from the NASA open-source website.
DOI: 10.17632/5f8529553d.1
title: Supplemental movies of three-dimensional DT-MRI fiber tractography of the pregnant mouse cervix

description: Three-dimensional DT-MRI fiber tractography of the cervix viewed in transverse slices (Supplemental Movie 1), coronal slices (Supplemental Movie 2), and at the midcoronal plane to show the internal fiber structure of gravid cervix (Supplemental Movie 3). Fiber orientation is indicated by color (right-left, green; anterior-posterior, blue; superior-inferior, red). Fiber tracts reconstructed and rendered using DSI Studio software.. Fiber orientation information is superimposed on fractional anisotropy (FA) maps. Fiber orientation in each pixel is indicated by a color-coded line segment in slices that are either transverse to the endocervical canal (left; Supplemental Movie 1) or in coronal slices (left; Supplemental Movie 2) and rendered in the 3D fiber tract model (right, Supplemental Movies 1 and 2).
DOI: 10.17632/9wjx9w4wsf.1
title: Unraveling the Interplay between Energy Mix, Industrialization, Urbanization and Public Health Vulnerability in Bangladesh

description: Time series data to support this results and findings.
DOI: 10.17632/7c5xrmymxn.1
title: Quantitative signal intensity of the spinal cord: predictors of suboptimal outcome of degenerative cervical myelopathy

description: This study involved 108 patients with DCM， we used signal change ratio (SCR) and the area ratio of ISI to quantitatively assess the changes of ISI on T2WI MRI. We aimed to identify the risk factors for suboptimal recovery after cervical decompression surgery for DCM and discuss whether quantitative measurements of ISI on both sagittal and axial T2-weighted MRI can predict surgical outcomes in patients with DCM.All the quantitative measurements of ISI were repeated three times by a signle observer, and the final data were expressed as average values.To assess the reliability of measurements, the intraclass correlation coefficient (ICC) two-way mixed model was used. An ICC greater than or equal to 0.75 was considered excellent. Area under the curve (AUC) is calculated using receiver operating characteristic curve analyses (ROC) to estimate the cut-off value of the pre-operative SCR and ISI area proportion as predictors of suboptimal surgical results. An AUC of &gt;0.9 and 0.7–0.9 was considered to demonstrate excellent and good discriminatory performance, respectively. All tests were two-sided, and p-values of &lt;0.05 were considered statistically significant. The statistical analyses were conducted with IBM SPSS Statistics (version 25.0, IBM Corp., Armonk, NY, USA).Sheet 1 is the 108 patient characteristics and operative datas and sheet 2 is the three times quantitative measurements of ISI by a signle observer.
DOI: 10.17632/8szt4927r7.1
title: Cross-links in lactose-hydrolyzed UHT milk

description: Supplementary information to the research article "Insight into protein cross-linking and casein polymerization in pre- and post-hydrolyzed lactose-free UHT milk during long-term storage".
DOI: 10.17632/558jkx98rf.1
title: Digestive Acidification in Hagfish

description: Datasets are presented for Weinrauch et al. (In Prep). These are the functional transport data for proton secretion or ion absorption following feeding, or application of pharmacological agents. The first tab of the file describes each of the labels. Data are presented for each figure panel or the table. Experiments were conducted under the approval of the Canadian Council for Animal Care at Bamfield Marine Sciences Centre (RS17-03) and the University of Alberta (AUP 0001126) with a collection permit obtained from Fisheries and Oceans Canada (XR-136-2017). This dataset supports a study that investigated the mechanisms of digestive acidification in the Pacific hagfish.
DOI: 10.48420/26538745
title: <b>Research data for 'The role of kinesin-1 in neuronal dense core vesicle transport, locomotion and lifespan regulation in </b><b><i>C. elegans</i></b><b>'</b>

description: The data comprises:Original data showing dense core vesicle movement imaged in the ALA neuron in C. elegans in wildtype background (ida-1::GFP), and in kinesin-1 mutant backgrounds: <i>unc-116(rh24sb79)</i>, <i>klc-1(ok2609)</i> and <i>klc-2(km11). </i>The original movie TIFF files and kymographs for each strain are included as zip files. The associated tracking data from KymoButler are included as excel files. This is the original data used for figures 2, 3, 4, S3, S4, S5, S6 and table 1 of the associated paper.Excel files of the original scoring data and statistical analysis of lifespan, aldicarb sensitivity and levamisole sensitivity are included, which relate to the text and figures 5c, 5d and figure 6.
DOI: 10.48420/26538745.v1
title: <b>Research data for 'The role of kinesin-1 in neuronal dense core vesicle transport, locomotion and lifespan regulation in </b><b><i>C. elegans</i></b><b>'</b>

description: The data comprises:Original data showing dense core vesicle movement imaged in the ALA neuron in C. elegans in wildtype background (ida-1::GFP), and in kinesin-1 mutant backgrounds: <i>unc-116(rh24sb79)</i>, <i>klc-1(ok2609)</i> and <i>klc-2(km11). </i>The original movie TIFF files and kymographs for each strain are included as zip files. The associated tracking data from KymoButler are included as excel files. This is the original data used for figures 2, 3, 4, S3, S4, S5, S6 and table 1 of the associated paper.Excel files of the original scoring data and statistical analysis of lifespan, aldicarb sensitivity and levamisole sensitivity are included, which relate to the text and figures 5c, 5d and figure 6.
DOI: 10.15468/dl.9udkru
title: Occurrence Download

description: A dataset containing 180 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ternstroemia macrocarpa Triana & Planch."
 ]
}

 The dataset includes 180 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036598-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/81
title: Ovine annulus fibrosus damage material model calibration data set

description: Experimental data: microscopy images and geometrical and mechanical data of radially loaded samples of ovine lumbar annulus fibrosus tissue; Computational data: 1D damage model calibration using experimental data; Results data: stress and strains values associated with the experimental data.
DOI: 10.2908/ilc_lvhd02
title: Personnes ayant connu des difficultés de logement dans leur vie par sexe et type de solution temporaire d’hébergement (effet)
title: Personen, die in ihrem Leben Wohnungsschwierigkeiten erlebt haben, nach Geschlecht und Art der vorübergehenden Lösung (Effekt)
title: Persons having experienced housing difficulties in their lifetime by sex and type of temporary solution (effect)
DOI: 10.2908/ilc_lvhd05
title: Personnes ayant connu des difficultés de logement dans leur vie par sexe et raison des difficultés
title: Personen, die in ihrem Leben Wohnungsschwierigkeiten erlebt haben, nach Geschlecht und Grund
title: Persons having experienced housing difficulties in their lifetime by sex and reason
DOI: 10.2908/ilc_lvhd06
title: Personnes ayant surmonté des difficultés de logement vécues dans leur vie par sexe et raison des difficultés
title: Personen, die Wohnungsschwierigkeiten in ihrem Leben überwunden haben, nach Geschlecht und Grund
title: Persons having overcome housing difficulties experienced in their lifetime by sex and reason
DOI: 10.2908/ilc_lvhd01
title: Personnes ayant connu des difficultés de logement dans leur vie par sexe et situation actuelle de risque de pauvreté ou d'exclusion sociale
title: Personen, die in ihrem Leben Wohnungsschwierigkeiten erlebt haben, nach Geschlecht und aktueller Armuts- oder Sozialausschlusssituation
title: Persons having experienced housing difficulties in their lifetime by sex and current risk of poverty or social exclusion situation
DOI: 10.2908/ilc_lvhd03
title: Personnes ayant connu des difficultés de logement dans leur vie par sexe et groupe de pays de naissance
title: Personen, die in ihrem Leben Wohnungsschwierigkeiten erlebt haben, nach Geschlecht und Geburtslandgruppe
title: Persons having experienced housing difficulties in their lifetime by sex and group of country of birth
DOI: 10.2908/ilc_lvhd04
title: Personnes ayant connu des difficultés de logement dans leur vie par sexe et groupe de nationalité actuelle
title: Personen, die in ihrem Leben Wohnungsschwierigkeiten erlebt haben, nach Geschlecht und Gruppe des aktuellen Staatsbürgerschaftslandes
title: Persons having experienced housing difficulties in their lifetime by sex and group of current country of citizenship
DOI: 10.15468/dl.s7u8af
title: Occurrence Download

description: A dataset containing 20518 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SUI Vertebrate Collection"
 ]
}

 The dataset includes 20518 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036600-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13862730
title: 【outputs_encode_to_representations】only two 8B LLMs, only SS task, only augmented responses representations w/o their language materials, no original prompt or response representations

description: only two 8B LLMs,

only SS task,

only augmented responses representations w/o their language materials,

no original prompt or response representations

12 (valid prompts), 2 (LLMs), 2 (Scores)

16 ⨉ 2 (LLMs) = 32 files
DOI: 10.5281/zenodo.13862729
title: 【outputs_encode_to_representations】only two 8B LLMs, only SS task, augmented responses representations w/o their language materials, w/ original prompt and response representations

description: only two 8B LLMs,

only SS task,

augmented responses representations w/o their language materials,



12 (valid prompts), 2 (LLMs), 2 (Scores)

16 ⨉ 2 (LLMs) = 32 files



original prompt and response representations



[1 (prompt) + 1 (response)] ⨉ 2 (LLMs) = 4 files



in total, 32 + 4 = 36 files