cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.4737163
title: Neonatal outcomes of preterm twins according to mode of birth and presentation

description: <b>Purpose:</b> To compare neonatal outcomes of twins delivered &lt;33 weeks’ gestation in tertiary centers in Canada according to the mode of birth and presentation. <b>Materials and methods:</b> This retrospective cohort from the Canadian Neonatal Network database studied preterm twins born from 24 + 0 to 32 + 6 weeks’ gestation between 2005 and 2012. Twins were grouped by the mode of birth: both vaginal, combined vaginal/cesarean section (CS), and both CS. Additionally, twins were grouped by the mode of presentation: both vertex, vertex/breech, breech/vertex, and both breech. The primary outcome was a composite of mortality or severe neonatal morbidity (severe neurological injury [intraventricular hemorrhage grade 3/4 or periventricular leukomalacia], bronchopulmonary dysplasia, retinopathy of prematurity, and necrotizing enterocolitis). <b>Results:</b> Of the 6636 twins, 1934 (29%) were delivered vaginally, 418 (6%) by combined vaginal birth/CS, and 4284 (65%) were born by CS. The composite did not differ between the groups. However, severe neurological injury was decreased (adjusted odds ratio [AOR], 0.77; 95% confidence interval [CI], 0.61–0.98) and respiratory distress syndrome (AOR, 1.34; 95%CI, 1.15–1.56) was increased when both the twins were delivered by CS. <b>Conclusions:</b> Preterm twin infants born via CS experienced less severe neurological injury when compared to those delivered vaginally, but had an increase in respiratory distress syndrome.
DOI: 10.17632/vh4g4g2322
title: Enriched Tourism Dataset Paris (POIs)

description: This dataset contains the Paris subset of the Tourpedia dataset, specifically focusing on points of interest (POIs) categorized as attractions (dataset available at http://tour-pedia.org/download/paris-attraction.csv). The original dataset comprises 4,351 entries that encompass a variety of attractions across Paris, providing details on several attributes for each POI. These attributes include a unique identifier, POI name, category, location information (address), latitude, longitude, specific details, and user-generated reviews. The review fields contain textual feedback from users, aggregated from platforms such as Google Places, Foursquare, and Facebook, offering a qualitative insight into each location.

However, due to the initial dataset's high proportion of incomplete or inconsistently structured entries, a rigorous cleaning process was implemented. This process entailed the removal of erroneous and incomplete data points, ultimately refining the dataset to 477 entries that meet criteria for quality and structural coherence. These selected entries were subjected to further validation to ensure data integrity, enabling a more accurate representation of Paris' attractions.

- Paris.csv
It contains columns including a unique identifier, POI name, category, location information (address), latitude, longitude, specific details, and user-generated reviews. Those reviews have been previously retrieved and pre-processed from Google Places, Foursquare, and Facebook, and have different formats: all words, only nouns, nouns + verbs, noun + adjectives and nouns + verbs + adjectives.

- Paris_annotated.csv
It contains the ground truth relating to the previous dataset, with manual annotations made by humans on the categorisation of each of the POIs into 12 different pre-defined categories.
It has the following columns:
 * POI name
 * POI's address
 * One column for each of the above categories. 1 means that the POI belongs to the category while blank indicates that it does not.
DOI: 10.6084/m9.figshare.26524579.v1
title: Result of analysis samples re pcr - Gene Expression Results - Bar Chart aLL dATA.xlsxResult of Statistical Analysis.spv

description: The study aims to determine the differences in miRNA expression, particularly miRNA-21 and miRNA-221/222, of acute ischemic stroke patients relative to controls and determine its relationship with inflammatory cytokines, clinical severity, and outcome
DOI: 10.6084/m9.figshare.29098349.v1
title: data_code.zip

description: This research aims to assess the relationship built environment and traffic congestion using the environment and taxi GPS data.
DOI: 10.17632/4hpdbk9wd3
title: pyMCD: Python package for searching transition states via the multicoordinate driven method

description: Input and Output files of running pyMCD tested on six reactions for paper: "pyMCD: Python package for searching transition states via the multicoordinate driven method"
DOI: 10.17632/fvk7h5dg2p
title: Chest X-ray images with three classes: COVID-19, Normal, and Pneumonia

description: Dataset name Normal COVID-19 Pneumonia Total MOMA- Dataset 234 221 148 603 MOMA Dataset are collected from three resources
DOI: 10.6084/m9.figshare.27978003.v1
title: 脯氨酸的原始数据提示血清杀伤 KP.xlsx

description: 这项研究表明，脯氨酸是一种有效的代谢物，通过通量进入丙酮酸/TCA 循环，在体外和体内逆转肺炎克雷伯菌血清耐药性，丙酮酸/TCA 循环上调补体结合蛋白和 PMF 的表达，允许形成 MAC，最终导致细胞死亡。
DOI: 10.17632/82r2yxwdbt
title: Phytomanagement with forage grasses for sustainable remediation of contaminated tailings soil: enhancing soil functionality and microbial communities

description: Tailings-contaminated soils represent an underutilized land resource. Reclaiming these soils with forage grasses can restore landscapes, mitigate metal pollution, and support phytoremediation and forage production. This study evaluates five forage grasses for reclamation in heavily contaminated tailings soil. All grasses demonstrated strong adaptability, likely due to their metal exclusion traits, with bioconcentration factors &lt; 0.11 for Cd and &lt; 0.06 for Pb and Zn. Notably, Pennisetum purpureum “Sweet” accumulated metals below the permissible limits for fresh grass silage. Grass reclamation significantly improved soil multifunctionality, enhancing physicochemical properties, enzyme activities, and rhizosphere bacterial α-diversity and biomass. It also altered bacterial and fungal community composition and enriched nitrogen-cycling bacteria, with higher abundances of denitrification-related genes (nirK, nosZ) relative to bare tailings soil. Greenhouse experiments further demonstrated that naturally restored rhizosphere microbial communities improved forage grass adaptability and facilitated heavy metal stabilization in roots, reducing translocation and promoting plant growth. Among the tested grasses, P. purpureum “Sweet” exhibited the lowest metal accumulation, making it promising options for forage production on contaminated soils. This study underscores the potential of forage grasses and their associated microbial communities to enhance soil rehabilitation and promote ecological restoration in mining-impacted environments.
DOI: 10.17632/ycfxgzbyss
title: Dataset about trade sanctions against Russia for the period 01/01/2014-10/31/2023

description: 1. The dataset represents the time series of SNI from January 1, 2014, to October 31, 2023. SNI is a quantitative index reflecting sanction pressure on financial markets. In earlier studies, we demonstrated that SNI causes changes in domestic financial markets:
Rychkov, V. (2023). Estimate of the Impact of Trade Sanctions on the Russian Financial Markets. In: Isaeva, E., Rocha, Á. (eds) Science and Global Challenges of the 21st Century – Innovations and Technologies in Interdisciplinary Applications. Perm Forum 2022. Lecture Notes in Networks and Systems, vol 622. Springer, Cham. https://doi.org/10.1007/978-3-031-28086-3_70
Rychkov, V. (2023). Market Drivers of the Ruble Dollar Market. In: Isaeva, E., Rocha, Á. (eds) Science and Global Challenges of the 21st Century – Innovations and Technologies in Interdisciplinary Applications. Perm Forum 2022. Lecture Notes in Networks and Systems, vol 622. Springer, Cham. https://doi.org/10.1007/978-3-031-28086-3_77
Therefore, an increase in this index indicates an increase in sanction tension and is the cause of financial asset volatility.

2. This index was used to develop a methodology for identifying major sanctions: exceeding the maximum value of SNI for the previous week beyond the established critical level. The calculations are presented on the "Condition" sheet in the document "2. Methodology for identifying the main sanctions". For clarity, we have constructed a graph showing SNI exceedances. In total, we have identified 34 major sanctions for the period from January 1, 2014, to October 31, 2023. The list of sanctions is provided on the "List of sanctions" sheet. For each sanction, the following information is available: the date the sanction was imposed, the number of news articles about the sanction, the number of news articles about plans to impose the sanction, and the temporal range of their publication, the number of news articles about the fact of imposing the sanction, and the temporal range of their publication, the number of cases confirming the importance of the sanction, and the temporal range of their manifestations. Additionally, 8 signal groups were identified that were not related to major sanctions. We separately studied the reason for the news intensity concerning them. The results are presented on the "Exceedance without sanction" sheet.

3. We analyzed the impact of sanctions on the currency, stock, and credit markets. We examined the impact of news on plans and facts of sanctions imposition on USDRUB, IMOEX, RGBI Index. The hypothesis that news about sanctions has a negative impact and is the driving force of financial markets independently of the subsequent fact of their imposition has been confirmed.
DOI: 10.17632/6z5zkzb3hv
title: Omics-driven systems interrogation of metabolic dysregulationin COVID-19 pathogenesis

description: Systematic analyses of metabolic alterations during COVID-19 pathogenesis will uncover candidate pathways implicated in disease progression. We utilize a combination of targeted and untargeted tandem mass spectrometry for quantitative profiling of plasma lipidome and metabolome in mild, moderate and severe COVID-19 patients and healthy controls. We found that the plasma lipidome of COVID-19 resembled that of monosialodihexosyl gangliosides (GM3)-enriched exosomes, with enhanced levels of sphingomyelins (SMs) and GM3s. We conducted systems evaluation of metabolic dysregulation in COVID-19 using multiscale embedded differential correlation networks, and uncovered two lipid modules implicating bis(monoacylglyero)phosphate (BMPs)-mediated lipid sorting in multivesicular bodies (MVBs), and the negative co-regulation between GM3s and phosphatidylserines (PSs) in COVID-19 pathogenesis. We validated our postulations drawn based on plasma lipid changes using exosomes isolated from the same cohort. We measured exosome lipids and demonstrated that GM3s were increasingly enriched in the exosomes of COVID-19 patients with elevating disease severity. The levels of lipids and metabolotes are presented in the attached excel file. The level of lipids was expressed as nmol/L, while the level of polar metabolites was expressed as peak area (intensity).
DOI: 10.17632/jg9fzzksrg
title: Environmental Impacts of Economic Growth: A STIRPAT Analysis Using Machine Learning Algorithms

description: Data on Environmental Impact
DOI: 10.6084/m9.figshare.24031056.v2
title: Antenna array one type and three types of faults dataset

description: Radiation pattern dataset of 4 x 4 antenna array is available in two folders, folder name "one type of fault" contains 663 radiation pattern samples related to one type of fault and folder name "Three types of faults" contains 1911 Radiation pattern samples related to three types of faults.
DOI: 10.6084/m9.figshare.24082158.v4
title: Travel Times and Distances between DAs and closest 24-hr EDs (csv)

description: Reported estimated travel time and distance from the DA centroid to closest identified hospital. Labels with "From_" relate to the DA centroid and labels with "To_" relate to the hospital.
DOI: 10.6084/m9.figshare.26804686.v1
title: Parameters TPFF for ASBR

description: This study describes a new surgical technique using the temporoparietal fascia flap for anterior skull base reconstruction.
DOI: 10.6084/m9.figshare.5554666.v1
title: Experiment NoMT-SubjectL-161026-0States

description: Experiment in which subject did not perform any mental imagery but passively watched the BCI's user interface, used to establish a baseline.
DOI: 10.17632/99f4dxttm8
title: SEM-EDX, thermokinetics, surfactant and corrosion inhibition activity of  Co(II) and Zn(II) complexes of (E)-N-((1Hpyrrol-3yl)methylene)dodecan-1-amine Schiff base 

description: This dataset contains SEM-EDX images, thermokinetics, surfactant properties, corrosion inhibition activity data, and illustrations related to our published paper with DOI 10.1016/j.molstruc.2022.134434
1. SEM micrograph of (a) Ligand (HL), (b) Complex 1, (c) Complex 2
2. EDX micrograph of complex 1
3. EDX micrograph of complex 2
4. Variation of corrosion rate with concentration 
5. Variation of inhibition efficiency with concentration 
6. Surface coverage with concentration
7. Plot of conductivity versus concentration of LA (DDA) at 298 K (a), 308 K (b), & 318 K (c)
8. Plot of conductivity versus concentration of Complex 1 at 298 K (a), 308 K (b), & 318 K (c)
9. Plot of conductivity versus concentration of Complex 2 at 298 K (a), 308 K (b), & 318 K (c)
DOI: 10.17632/gs44hgz895
title: ¬Dynamically stiffening biomaterials reveal age- and sex-specific differences in pulmonary arterial adventitial fibroblast activation

description: Respiratory diseases like pulmonary arterial hypertension (PAH) frequently exhibit sexual dimorphism. Female PAH patients are more susceptible to the disease but have increased survival rates. This phenomenon is known as the estrogen paradox, and the underlying mechanisms are not fully understood. During PAH progression in vivo, human pulmonary arterial adventitial fibroblasts (hPAAFs) differentiate into an activated phenotype. These cells produce excess, aberrant extracellular matrix proteins that stiffen the surrounding pulmonary arterial tissues. Here, we employed dynamic poly(ethylene glycol)-alpha methacrylate (PEGαMA)-based biomaterials to study how the age and sex of human serum influenced hPAAF activation in response to microenvironmental stiffening in vitro. Results showed female and male cells responded differently to increases in microenvironmental stiffness and serum composition. Male hPAAFs were less activated than female cells on soft hydrogels and more responsive to increases in microenvironmental stiffness regardless of serum composition. Female hPAAF activation followed this pattern only when cultured in younger (age &lt; 50) female serum or when older (age ≥ 50) female serum was supplemented with estradiol. Otherwise, female hPAAF activation was relatively high on both soft and stiffened hydrogels, with little difference in activation between the two conditions. Collectively, these results suggest that it may be possible to model the estrogen paradox observed in PAH in vitro and that it is critical for researchers to report cell sex and serum source when conducting in vitro experimentation.
DOI: 10.15468/dl.wk87f6
title: Occurrence Download

description: A dataset containing 4921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Impatiens glandulifera",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4921 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049893-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15304069
title: Future_Global_EnS: CMIP6 Global Environmental Stratification

description: The Future_Global_EnS_Database, contains the results of the global geospatial analysis of projected climate change impacts on the geographic distribution and shifting of bioclimatic strata, and is fully described in the publication submitted to Open Research Europe:

Zomer RJ, Metzger MJ, Xu J and Trabucco A. High Resolution Global Environmental Stratification to Model Shifting Bioclimatic Conditions and Climate Change Impacts on Terrestrial Ecosystems [version 1; peer review: awaiting peer review]. Open Res Europe 2025, 5:193 (https://doi.org/10.12688/openreseurope.20387.1)

The Future_Global_EnS_Database provides a high-resolution (30 arc-seconds) global raster dataset of bioclimatic zones and strata produced using the Environmental Stratification (EnS) methodology. This release includes reconstructions of current and future global environmental stratifications for:- Two historical periods: 1960–1990 (WorldClim 1.4), 1970–2000 (WorldClim 2.1)- Two future periods: 2021–2040, 2041–2060- 22 CMIP6 Earth System Models (ESMs)- Four emission scenarios (SSPs): SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.- Two multi-model averaged ensembles:             - Consensus Ensemble (15 ESMs, excluding high ECS models)             - High-Risk Ensemble (5 “hot” models projecting extreme climate outcomes)
DOI: 10.5281/zenodo.15099763
title: Future_Global_EnS: CMIP6 Global Environmental Stratification

description: The Future_Global_EnS_Database, contains the results of the global geospatial analysis of projected climate change impacts on the geographic distribution and shifting of bioclimatic strata, and is fully described in the publication submitted to Open Research Europe:

Zomer RJ, Metzger MJ, Xu J and Trabucco A. High Resolution Global Environmental Stratification to Model Shifting Bioclimatic Conditions and Climate Change Impacts on Terrestrial Ecosystems [version 1; peer review: awaiting peer review]. Open Res Europe 2025, 5:193 (https://doi.org/10.12688/openreseurope.20387.1)

The Future_Global_EnS_Database provides a high-resolution (30 arc-seconds) global raster dataset of bioclimatic zones and strata produced using the Environmental Stratification (EnS) methodology. This release includes reconstructions of current and future global environmental stratifications for:- Two historical periods: 1960–1990 (WorldClim 1.4), 1970–2000 (WorldClim 2.1)- Two future periods: 2021–2040, 2041–2060- 22 CMIP6 Earth System Models (ESMs)- Four emission scenarios (SSPs): SSP1-2.6, SSP2-4.5, SSP3-7.0, SSP5-8.- Two multi-model averaged ensembles:             - Consensus Ensemble (15 ESMs, excluding high ECS models)             - High-Risk Ensemble (5 “hot” models projecting extreme climate outcomes)
DOI: 10.26027/datafnvbb1
title: Flow cytometric data from DAPI-stained Dinophysis acuminata (DAMV01) cells cultured in prey-saturated and prey-limited conditions over four days in March 2024

description: This dataset consists of a flow cytometry experiment from two cultures of &lt;em&gt;Dinophysis acuminata&lt;/em&gt;. Cell samples were extracted from cultures that were saturated vs limited in its prey, &lt;em&gt;Mesodinium rubrum&lt;/em&gt;, every two hours for 96 hours (4 days). Cellular DNA was stained with DAPI, which was then analyzed for particle scatter (forward, side) and fluorescence (405nm excitation, 440/50nm bandpass) on the Attune CytPix imaging flow cytometer, targeting ≥ 1000 &lt;em&gt;Dinophysis&lt;/em&gt; events per sample.
description: Flow cytometric data and in-flow light microscopy images. The cell_cycle.atx file contains all the data including both the flow cytometric and image data and can be viewed and accessed with the Attune Cytometric software. The data from this experiment are split into three portions: the fcs, images, and stats. The .fcs datasets include flow cytometry data that includes the fluorescence and scatter values for all triggered events in each sample. The images dataset includes a .zip file containing all the images captured under the flow cytometry gating strategy. The stats dataset includes a .csv table with summary statistics for each gate in each sample.
description: Instrument name: Attune CytPix

Instrument type: Imaging Flow Cytometer

Instrument description: Particle scatter and fluorescence measurement coupled with imaging
DOI: 10.15468/dl.rjbuce
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Apistogramma cinilabra)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026351-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6acfjy
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum pseudolychnitis"
 ]
}

 The dataset includes 25 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026352-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtzjtu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026353-250811113504898/datasets/export for details.
DOI: 10.15468/dl.unemvw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026354-250811113504898/datasets/export for details.
DOI: 10.15468/dl.59k2js
title: Occurrence Download

description: A dataset containing 3420 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poecilostreptus cabanisi"
 ]
}

 The dataset includes 3420 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026355-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8qu9r
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isoberlinia angolensis",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 96 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026356-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58053/mapbiomas/i99izo
title: Coverage statistics by river basins - National Hidrographic Division (DHN250) - MapBiomas Collection 10

description: Area data (ha) of land cover class for the National Hydrographic Division from 1985 to 2024, based on MapBiomas Brazil Collection 10.
DOI: 10.15468/dl.qj3bdx
title: Occurrence Download

description: A dataset containing 127664 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Dominica"
 ]
}

 The dataset includes 127664 records from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026321-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.