cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/n2dnf6gdn5.1
title: Supplementary Data I: Survey record for waste management and characterization survey/waste audit in Jos, Plateau state, Nigeria

description: 1. Municipal solid waste management Jos, Plateau state, Nigeria appraisal documentation using UN Habitat methodology of Integrated Solid Waste Management-ISWM concept by 
2. Household waste characterization survey data on the amount and composition of waste generated by households in Jos, Plateau state, Nigeria. Data was collected in rainy and dry seasons in August and December 2022 respectively. Data were collected following a modified UN-Habitat methodology (2021) for household surveys. Categories of waste are indicated in the attachment.
3. Waste Management audit using UN Habitat Methodology
DOI: 10.17632/8m2twcdd54.1
title: Pyoderma Gangrenosum of the Vulva: A Systematic Review

description: Pyoderma gangrenosum presentation on the vulva is a rare condition which is not well characterized, leading to difficulty with diagnosis and treatment. This dataset contains supplementary data associated with the systematic review of PG of the vulva. 
Figure S1. Pyoderma Gangrenosum of the Vulva. PRISMA Flow Diagram Detailing the Screening Process for Systematic Review of Pyoderma Gangrenosum of the Vulva.
Figure S2. Pyoderma Gangrenosum of the Vulva. Distribution of underlying diseases in Vulvar Pyoderma Gangrenosum.
Figure S3. Pyoderma Gangrenosum of the Vulva. Complications of Vulvar Pyoderma Gangrenosum.
Supplementary Table 1. Quality Appraisal of Included Case Reports.
Supplementary Table 2. Quality Appraisal of Included Case Series.
DOI: 10.17632/ph7zswf84d.1
title: Risk factors and temporal associations of progression of the atopic march in children with early-onset atopic dermatitis: Supplemental material

description: Supplemental tables to Risk factors and temporal associations of progression of the atopic march in children with early-onset atopic dermatitis in the Journal of the American Academy of Dermatology
DOI: 10.17632/bkkxmn6ybv.1
title: Artificial Intelligence in the Public Sector Database

description: This Final_Deliverable.xlsx dataset contains the metadata of a sample of N=1,923 academic texts related to the use of Artificial Intelligence in the Public Sector. Its contents are split into the tabs below:

Datamap: provides a complete list of metadata variables including their codes, definitions and where they were pulled from (i.e. OpenAlex, BERTopic, or Manually Created).

Full_Results: contains full metadata of all N=1,923 academic texts.

Topic_Counts_Framework_Assign: contains variables that illustrate how we renamed and classified / integrated BERTopic produced topics into our functional framework categories (based identifying representative documents and qualitative review).

Intertopic_map: corresponds to Table 2 in the manuscript.

Cosine_Similarity_Matrix: shows pairwise cosine similarity scores for all 22 topics generated by BERTopic. A variation of this is included in Figure 6 within the manuscript.

Hyperparameter_Combos: records the 720 hyper parameter combinations we tested while fitting our BERTopic model, organized in descending order based on variable 'coherence_score'. Our final hyperparamter combination is in Record 2.
DOI: 10.17632/bf74h628bs.1
title: Family positive communication data

description: Dyadic data in pairwise format of positive communication and being phubbed
DOI: 10.15468/dl.vmudfe
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ficus vogeliana (Miq.) Miq.",
 "Continent is Africa"
 ]
}

 The dataset includes 667 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000125-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/72hn6tz2xp.1
title: Family positive communication Analysis Output

description: The Analysis of Dyadic Data of Family Positive Communication
DOI: 10.17632/97sscy4w4d.1
title: Predictive value of triglyceride-glucose index for the evaluation of coronary artery disease severity and occurrence of major adverse cardiovascular events.

description: Supplementary material
DOI: 10.17632/3jx6fdbdw3.1
title: Causal Associations between Sleep Traits, Sleep Disorders, and Glioblastoma: A Two-Sample Bidirectional Mendelian Randomization Study

description: This study applied Mendelian Randomization (MR) analysis to investigate the bidirectional causal association of sleep traits (chronotype, getting up in the morning, midday nap, sleep duration, and sleep episodes) and sleep disorders (insomnia, narcolepsy, sleep apnea, and general sleep disorders) with GBM, based on their potential links with GBM. 
Study design and data source
GWAS data for GBM was sourced from genome sequencing data of the Finn cohort. Data regarding sleep traits and sleep disorders were collected from the UKB and GWAS Catalog, with sample sizes ranging from 84,810 to 462,400 (Table S1).
MR analysis 
A bidirectional MR approach was used to investigate the causal associations between sleep traits, sleep disorders, and GBM. 
Sensitivity analysis 
Sensitivity analysis was conducted to detect potential heterogeneity in MR studies. Cochran's Q test was used to assess heterogeneity among IVs, with P &gt; 0.05 indicating low heterogeneity, meaning the estimates among instrumental variables were randomly distributed and had little impact on IVW results. Considering the potential impact of genetic variation on the estimation of association effects, this study used the MR-Egger regression method to explore the presence of horizontal pleiotropy; when the intercept of MR-Egger regression approaches zero or is not statistically significant, it suggests the absence of pleiotropy. Additionally, the MR pleiotropy residual sum and outlier (MR-PRESSO) method was used to detect potential outliers (i.e., SNPs with P &lt; 0.05) and re-estimate causal associations after their removal to correct for horizontal pleiotropy. Leave-one-out analysis was employed to assess the robustness and consistency of the results.
RESULTS
The causal effects of sleep traits and sleep disorders on GBM 
First, we assessed the causal effects of sleep traits and sleep disorders on GBM risk. For sleep traits, 152 IVs were selected for chronotype, 73 for getting up in the morning, 84 for a midday nap, 68 for sleep duration, and 20 for sleep episodes. For sleep disorders, 39 IVs were selected for insomnia, 30 for narcolepsy, 16 for sleep apnea, and 27 for general sleep disorders. The F values are shown in Table S2. No associations were found between other sleep traits or any of the sleep disorders and GBM (all P &gt; 0.05) (Figure S1-4).
The causal effect of GBM on sleep traits and sleep disorders
The causal effects of GBM on sleep traits and sleep disorders were assessed. A total of 4 IVs were selected; the F values are shown in Table S2. No association was found when MR Egger and Weighted mode were applied (both P &gt; 0.05), while WM showed statistical significance (OR: 1.0085, 95% CI: 1.0011 - 1.0159, P = 0.024). There was no association between GBM and other sleep traits and sleep disorders (all P &gt; 0.05) (Figure S5-8).
DOI: 10.6084/m9.figshare.24599896
title: Ecological conditions affect plant species richness of beech forests along an altitudinal gradient

description: Spatial heterogeneity of biodiversity is linked to environmental gradients across landscapes. In forest vegetation, trees essentially affect the forest understorey flora, not only by forming the microecological conditions but also by their competitiveness. Here, we investigate the changes in taxonomic diversity along the altitudinal gradient in forests dominated by the strongly competitive, European beech (<i>Fagus sylvatica</i>), considering different ecological drivers important for vegetation diversity. The response of plant species diversity to changing characteristics is mostly non-linear or has an increasing trend. This reflects the specific environments of the studied region of Western Carpathians (Central Europe), where a high variability of geological substrates and the occurrence of base-rich rocks at higher altitudes increase species diversity. The beech cover, the geological substrate and the orography were found to be the most significant factors determining the diversity patterns. The increasing trend towards higher altitudes is significant on carbonate bedrock regardless of any other studied factors. The geological conditions multiply the number of species almost twice on carbonates compared to the communities on silicates. The Veľká Fatra Mts and Slovenský raj Mts are the plant diversity hotspots of beech forests in the Western Carpathians.
DOI: 10.6084/m9.figshare.24599896.v1
title: Ecological conditions affect plant species richness of beech forests along an altitudinal gradient

description: Spatial heterogeneity of biodiversity is linked to environmental gradients across landscapes. In forest vegetation, trees essentially affect the forest understorey flora, not only by forming the microecological conditions but also by their competitiveness. Here, we investigate the changes in taxonomic diversity along the altitudinal gradient in forests dominated by the strongly competitive, European beech (<i>Fagus sylvatica</i>), considering different ecological drivers important for vegetation diversity. The response of plant species diversity to changing characteristics is mostly non-linear or has an increasing trend. This reflects the specific environments of the studied region of Western Carpathians (Central Europe), where a high variability of geological substrates and the occurrence of base-rich rocks at higher altitudes increase species diversity. The beech cover, the geological substrate and the orography were found to be the most significant factors determining the diversity patterns. The increasing trend towards higher altitudes is significant on carbonate bedrock regardless of any other studied factors. The geological conditions multiply the number of species almost twice on carbonates compared to the communities on silicates. The Veľká Fatra Mts and Slovenský Raj Mts are the plant diversity hotspots of beech forests in the Western Carpathians.
DOI: 10.6084/m9.figshare.24599896.v2
title: Ecological conditions affect plant species richness of beech forests along an altitudinal gradient

description: Spatial heterogeneity of biodiversity is linked to environmental gradients across landscapes. In forest vegetation, trees essentially affect the forest understorey flora, not only by forming the microecological conditions but also by their competitiveness. Here, we investigate the changes in taxonomic diversity along the altitudinal gradient in forests dominated by the strongly competitive, European beech (<i>Fagus sylvatica</i>), considering different ecological drivers important for vegetation diversity. The response of plant species diversity to changing characteristics is mostly non-linear or has an increasing trend. This reflects the specific environments of the studied region of Western Carpathians (Central Europe), where a high variability of geological substrates and the occurrence of base-rich rocks at higher altitudes increase species diversity. The beech cover, the geological substrate and the orography were found to be the most significant factors determining the diversity patterns. The increasing trend towards higher altitudes is significant on carbonate bedrock regardless of any other studied factors. The geological conditions multiply the number of species almost twice on carbonates compared to the communities on silicates. The Veľká Fatra Mts and Slovenský raj Mts are the plant diversity hotspots of beech forests in the Western Carpathians.
DOI: 10.6084/m9.figshare.24774138
title: Phytochemical characterization and biological activities of <i>Stenomesson miniatum</i> bulb extract, a medicinal plant of the Andes

description: Fresh bulbs of <i>Stenomesson miniatum</i>, a plant belonging to the Amaryllidaceae family with a poorly investigated phytochemical profile, were traditionally employed by Andean healers to treat tumors and abscesses. The aims of this study were to characterize the extract from the bulbs of <i>S. miniatum</i> and to test its cytotoxic and antibacterial potential. A previous structural study of the major extract constituents was extended to include the minor components by means of <sup>13</sup>C-NMR-based dereplication. Cytotoxic activities were evaluated on A431 human epidermoid carcinoma cells through a metabolic assay and on Jurkat human acute T-leukemia cells through a cell-impermeant fluorescent nuclear probe. Antibacterial assays were carried out against <i>Staphylococcus aureus</i>, <i>Staphylococcus epidermidis</i>, and <i>Streptococcus pyogenes</i> by using a standardized broth microdilution method. Eleven known Amaryllidaceae alkaloids were identified together with another compound determined as being an extraction artefact. The alkaloid-enriched extract showed good cytotoxic activity against both tumor cell lines, reaching an IC<sub>50</sub> of 3.3 µg/mL against A431 cells and of 10.9 µg/mL against Jurkat cells. Biological assays carried out on single fractions showed that activity can be attributed to the presence of pretazettine and haemanthamine. Conversely, no antibacterial activities were recorded for any of the samples.
DOI: 10.6084/m9.figshare.24774138.v2
title: Phytochemical characterization and biological activities of <i>Stenomesson miniatum</i> bulb extract, a medicinal plant of the Andes

description: Fresh bulbs of <i>Stenomesson miniatum</i>, a plant belonging to the Amaryllidaceae family with a poorly investigated phytochemical profile, were traditionally employed by Andean healers to treat tumors and abscesses. The aims of this study were to characterize the extract from the bulbs of <i>S. miniatum</i> and to test its cytotoxic and antibacterial potential. A previous structural study of the major extract constituents was extended to include the minor components by means of <sup>13</sup>C-NMR-based dereplication. Cytotoxic activities were evaluated on A431 human epidermoid carcinoma cells through a metabolic assay and on Jurkat human acute T-leukemia cells through a cell-impermeant fluorescent nuclear probe. Antibacterial assays were carried out against <i>Staphylococcus aureus</i>, <i>Staphylococcus epidermidis</i>, and <i>Streptococcus pyogenes</i> by using a standardized broth microdilution method. Eleven known Amaryllidaceae alkaloids were identified together with another compound determined as being an extraction artefact. The alkaloid-enriched extract showed good cytotoxic activity against both tumor cell lines, reaching an IC<sub>50</sub> of 3.3 µg/mL against A431 cells and of 10.9 µg/mL against Jurkat cells. Biological assays carried out on single fractions showed that activity can be attributed to the presence of pretazettine and haemanthamine. Conversely, no antibacterial activities were recorded for any of the samples.
DOI: 10.6084/m9.figshare.24774138.v1
title: Phytochemical characterization and biological activities of <i>Stenomesson miniatum</i> bulb extract, a medicinal plant of the Andes.

description: Fresh bulbs of <i>Stenomesson miniatum</i>, a plant belonging to the Amaryllidaceae family with a poorly investigated phytochemical profile, were traditionally employed by Andean healers to treat tumors and abscesses. The aims of this study were to characterize the extract from the bulbs of <i>S. miniatum</i> and to test its cytotoxic and antibacterial potential. A previous structural study of the major extract constituents was extended to include the minor components by means of <sup>13</sup>C-NMR-based dereplication. Cytotoxic activities were evaluated on A431 human epidermoid carcinoma cells through a metabolic assay and on Jurkat human acute T-leukemia cells through a cell-impermeant fluorescent nuclear probe. Antibacterial assays were carried out against <i>Staphylococcus aureus</i>, <i>Staphylococcus epidermidis</i>, and <i>Streptococcus pyogenes</i> by using a standardized broth microdilution method. Eleven known Amaryllidaceae alkaloids were identified together with another compound determined as being an extraction artefact. The alkaloid-enriched extract showed good cytotoxic activity against both tumor cell lines, reaching an IC<sub>50</sub> of 3.3 µg/mL against A431 cells and of 10.9 µg/mL against Jurkat cells. Biological assays carried out on single fractions showed that activity can be attributed to the presence of pretazettine and haemanthamine. Conversely, no antibacterial activities were recorded for any of the samples.
DOI: 10.15468/dl.cnnwdv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Zur Kenntnis der paläarktischen Meringopus-Arten (Hymenoptera, Ichneumonidae, Cryptinae)",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000127-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxndnf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZMUT Type specimen collections of Turku University",
 "Country is Croatia"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000126-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pmcn8
title: Occurrence Download

description: A dataset containing 1550534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "OccurrenceStatus is Present",
 "Year 2023-2024"
 ]
}

 The dataset includes 1550534 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002832-241106120511685/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.745pa2
title: Occurrence Download

description: A dataset containing 280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Piptadenia viridiflora (Kunth) Benth."
 ]
}

 The dataset includes 280 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000129-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qrpgh
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis bivalvis (Lam.) Lye",
 "Continent is Africa"
 ]
}

 The dataset includes 113 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000130-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gudjqu
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptotermes formosanus Shiraki, 1909",
 "Country is United States of America",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 535 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000132-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pke58e
title: Occurrence Download

description: A dataset containing 89632 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Kenya Bird Map Occurrence Data"
 ]
}

 The dataset includes 89632 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000128-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wnrerf
title: Occurrence Download

description: A dataset listing the 2941 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.16_1",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 2941 records were derived from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000075-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7hfafv
title: Occurrence Download

description: A dataset containing 1153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Senna spectabilis (DC.) H.S.Irwin & Barneby"
 ]
}

 The dataset includes 1153 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000133-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.226p8m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calopteryx splendens Harris, 1780"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000134-241107131044228/datasets/export for details.
DOI: 10.25345/c5z892s7w
title: MassIVE MSV000096326 - Combretaceae Familly plants extract collection
title: UHPLC-PDA-CAD-HRMS/MS data (pos and neg) of a collection of 38 plant species of the botanical family Combretaceae. Several plant parts are included for each species and each was extracted with ethyl acetate and then methanol. both extracts were analysed.
DOI: 10.15468/dl.5nmnq9
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fimbristylis dichotoma var. dichotoma",
 "Continent is Africa"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000135-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.