cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16785509
title: opportunity cost in public building maintenance
DOI: 10.5281/zenodo.16785510
title: opportunity cost in public building maintenance
DOI: 10.15468/dl.2qc44j
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apogon chrysotaenia"
 ]
}

 The dataset includes 62 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032490-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vj4nc
title: Occurrence Download

description: A dataset containing 973798 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Saudi Arabia"
 ]
}

 The dataset includes 973798 records from 709 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032472-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e228982
title: Data and code for: “Private Markets and Public Assistance for Natural Disaster Supplies”

description: This paper documents existing allocation mechanisms for natural disaster survival goods, such as flashlights, batteries, food, and water. We show that Americans face widespread and frequent exposure to natural disasters, that disasters bring a substantial risk of power outages with a range of possible consequences, and that many households do not have necessary supplies on hand. Those who are unprepared are also especially likely to be low-income and liquidity-constrained. We show that federal aid provides substantial direct provision of key disaster supplies, but that most immediate procurement occurs in the private retail market, suggesting a potential role for policy interventions.
DOI: 10.3886/e228982v1
title: Data and code for: “Private Markets and Public Assistance for Natural Disaster Supplies”

description: This paper documents existing allocation mechanisms for natural disaster survival goods, such as flashlights, batteries, food, and water. We show that Americans face widespread and frequent exposure to natural disasters, that disasters bring a substantial risk of power outages with a range of possible consequences, and that many households do not have necessary supplies on hand. Those who are unprepared are also especially likely to be low-income and liquidity-constrained. We show that federal aid provides substantial direct provision of key disaster supplies, but that most immediate procurement occurs in the private retail market, suggesting a potential role for policy interventions.
DOI: 10.15468/dl.5q4va3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ptilagrostis luquensis P.M.Peterson, Soreng & Z.L.Wu"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001437-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjk88z
title: Occurrence Download

description: A dataset containing 5589 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sweden",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla arborea (Linnaeus, 1758)"
 ]
}

 The dataset includes 5589 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004996-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29166317
title: <b>Natural Relief for Perimenopause: Efficacy and Safety of Shatavari (</b><b><i>Asparagus racemosus</i></b><b>) Root Extract in a Double-Blind Placebo-Controlled Study</b>

description: Background: Perimenopause is characterized by hormonal changes and symptoms such as hot flashes and mood swings that affect women’s quality of life. Due to concerns about conventional treatments, many women seek plant-based alternatives. Shatavari (Asparagus racemosus[sp1] [DL2] [sp3] ), a key herb in Ayurveda, is traditionally used for hormonal regulation and may help effectively relieve these symptoms. Objective: Evaluate the efficacy and safety of 8-week oral administration of Shatavari root extract 300mg once daily in women with perimenopausal symptoms. Methods: This prospective, randomized, double-blind, placebo-controlled study, 120 women were screened, and 80 were randomized to receive either Shatavari (SHT; n=40) and placebo (PL; n=40). The final analysis included a per-protocol dataset of 73 participants (SHT: n=37, PL: n=36). Assessments were conducted at baseline, week 4, and week 8 using the Menopause Rating Scale (MRS), Menopause-Specific Quality of Life (MEN-QoL) scale, Profile of Mood States (POMS) scale, and Perceived Stress Scale (PSS). Serum hormones levels and safety markers were measured at baseline and week 8. Results: Shatavari demonstrated significant improvements in MRS, POMS, and PSS scores across somato-vegetative, psychological, and urogenital domains (p &lt; 0.0001). Additionally, it showed enhancements in fatigue (p = 0.019), vigor (p = 0.021), and stress reductions at week 4 (p = 0.010) and week 8 (p &lt; 0.0001). Hot flashes improved significantly more (p = 0.002) with SHT. Estradiol (p = 0.003), FSH (p = 0.028) levels, T3 (p = 0.021) levels increased with no adverse effects observed on liver or kidney function. Conclusion: Shatavari may be an effective and safe natural intervention for treatment of perimenopausal symptoms. [sp1]Need to clarify.. Is it asparagus racemosus willd or only asparagus racemosus [DL2]Only AR [sp3]Okay
DOI: 10.6084/m9.figshare.29166317.v1
title: <b>Natural Relief for Perimenopause: Efficacy and Safety of Shatavari (</b><b><i>Asparagus racemosus</i></b><b>) Root Extract in a Double-Blind Placebo-Controlled Study</b>

description: Background: Perimenopause is characterized by hormonal changes and symptoms such as hot flashes and mood swings that affect women’s quality of life. Due to concerns about conventional treatments, many women seek plant-based alternatives. Shatavari (Asparagus racemosus[sp1] [DL2] [sp3] ), a key herb in Ayurveda, is traditionally used for hormonal regulation and may help effectively relieve these symptoms. Objective: Evaluate the efficacy and safety of 8-week oral administration of Shatavari root extract 300mg once daily in women with perimenopausal symptoms. Methods: This prospective, randomized, double-blind, placebo-controlled study, 120 women were screened, and 80 were randomized to receive either Shatavari (SHT; n=40) and placebo (PL; n=40). The final analysis included a per-protocol dataset of 73 participants (SHT: n=37, PL: n=36). Assessments were conducted at baseline, week 4, and week 8 using the Menopause Rating Scale (MRS), Menopause-Specific Quality of Life (MEN-QoL) scale, Profile of Mood States (POMS) scale, and Perceived Stress Scale (PSS). Serum hormones levels and safety markers were measured at baseline and week 8. Results: Shatavari demonstrated significant improvements in MRS, POMS, and PSS scores across somato-vegetative, psychological, and urogenital domains (p &lt; 0.0001). Additionally, it showed enhancements in fatigue (p = 0.019), vigor (p = 0.021), and stress reductions at week 4 (p = 0.010) and week 8 (p &lt; 0.0001). Hot flashes improved significantly more (p = 0.002) with SHT. Estradiol (p = 0.003), FSH (p = 0.028) levels, T3 (p = 0.021) levels increased with no adverse effects observed on liver or kidney function. Conclusion: Shatavari may be an effective and safe natural intervention for treatment of perimenopausal symptoms. [sp1]Need to clarify.. Is it asparagus racemosus willd or only asparagus racemosus [DL2]Only AR [sp3]Okay
DOI: 10.15468/dl.xazmn9
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Mesocricetus brandti (Nehring, 1898)"
 ]
}

 The dataset includes 123 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016758-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6naqx
title: Occurrence Download

description: A dataset containing 1596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aedes notoscriptus (Skuse, 1889)",
 "Year 2000-2025"
 ]
}

 The dataset includes 1596 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016759-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gf3337
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Tyrannus caudifasciatus Orbigny, 1839",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 127 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016760-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/ttlzcf
title: Multi-omics analysis of bronchoalveolar lavages of children wih severe asthma

description: Omics analyses (metabolomic, 16S metagenomic) of bronchoalveolar lavages from children with severe asthma (n=20) and diseases controls (n=10).
DOI: 10.5281/zenodo.15320089
title: Procession dynamics and morphology of rolling samaras
DOI: 10.5281/zenodo.15320090
title: Procession dynamics and morphology of rolling samaras
DOI: 10.15468/dl.hrbu3r
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Allocricetulus eversmanni (Brandt, 1859)"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016762-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pafzsh
title: Occurrence Download

description: A dataset containing 8054 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Myopus schisticolor (Lilljeborg, 1844)"
 ]
}

 The dataset includes 8054 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016764-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15281975
title: Micronutrient and Protein-Energy Supplementation Enhance Vaccine Responses in Undernourished Children: A Systematic Review

description: This dataset supports the systematic review titled “Micronutrient and Protein-Energy Supplementation Enhance Vaccine Responses in Undernourished Children”, submitted to F1000Research (Manuscript ID: 164227). It provides all extended data and supporting materials to enhance transparency, reproducibility, and open access.

Included materials:





PRISMA 2020 Checklist (completed)




PRISMA Flow Diagram (Figure 1)




Figure 2: Forest plot illustrating the impact of micronutrient interventions (e.g., vitamin A, zinc, iron) on vaccine seroconversion across eligible studies




Table 1: Summary of Nutritional Interventions on Vaccine Response




Table 2: List of Excluded Studies with Reasons




Table 3: GRADE Summary of Findings




CRediT Author Contribution Matrix



These files were used in the preparation of the submitted manuscript and may be cited to support future meta-research, systematic reviews, or methodological replications.

Corresponding author:Dr. Guillaume Ngoie Mwamba (guillaumengoiemwamba@gmail.com)ORCID: https://orcid.org/0000-0003-0460-877X
DOI: 10.5281/zenodo.15281976
title: Micronutrient and Protein-Energy Supplementation Enhance Vaccine Responses in Undernourished Children: A Systematic Review

description: This dataset supports the manuscript submitted to F1000Research. It includes the PRISMA 2020 checklist, PRISMA flowchart (Figure 1), Table 1 summarizing nutritional interventions and vaccine response outcomes, and the CRediT author contribution matrix. These materials are provided as extended data to promote transparency, reproducibility, and open access to supporting documents.
DOI: 10.5281/zenodo.15346825
title: Micronutrient and Protein-Energy Supplementation Enhance Vaccine Responses in Undernourished Children: A Systematic Review

description: This dataset supports the systematic review titled “Micronutrient and Protein-Energy Supplementation Enhance Vaccine Responses in Undernourished Children”, submitted to F1000Research (Manuscript ID: 164227). It provides all extended data and supporting materials to enhance transparency, reproducibility, and open access.

Included materials:





PRISMA 2020 Checklist (completed)




PRISMA Flow Diagram (Figure 1)




Figure 2: Forest plot illustrating the impact of micronutrient interventions (e.g., vitamin A, zinc, iron) on vaccine seroconversion across eligible studies




Table 1: Summary of Nutritional Interventions on Vaccine Response




Table 2: List of Excluded Studies with Reasons




Table 3: GRADE Summary of Findings




CRediT Author Contribution Matrix



These files were used in the preparation of the submitted manuscript and may be cited to support future meta-research, systematic reviews, or methodological replications.

Corresponding author:Dr. Guillaume Ngoie Mwamba (guillaumengoiemwamba@gmail.com)ORCID: https://orcid.org/0000-0003-0460-877X
DOI: 10.15468/dl.qu84y8
title: Occurrence Download

description: A dataset containing 18849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Lemmus lemmus (Linnaeus, 1758)"
 ]
}

 The dataset includes 18849 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016765-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zzgqg
title: Occurrence Download

description: A dataset containing 2732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Lemmus sibiricus (Kerr, 1792)"
 ]
}

 The dataset includes 2732 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016766-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15346914
title: Natural Products Diversity Graphs

description: Data to support Outlook article on chemical diversity in the Natural Products Atlas
DOI: 10.15468/dl.kup8bn
title: Occurrence Download

description: A dataset containing 51749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cotula L."
 ]
}

 The dataset includes 51749 records from 464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016761-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dz4wt
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is True",
 "HasGeospatialIssue is False",
 "OccurrenceStatus is Present",
 "TaxonKey is Dicrostonyx torquatus (Pallas, 1778)"
 ]
}

 The dataset includes 355 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016768-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.56d3f6cr
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.15468/dl.squen9
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Exserohilum rostratum (Drechsler) K.J.Leonard & Suggs",
 "Year 1909-2022"
 ]
}

 The dataset includes 755 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016769-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ft4m5
title: Occurrence Download

description: A dataset containing 1941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aedes notoscriptus (Skuse, 1889)",
 "Year 1970-2025"
 ]
}

 The dataset includes 1941 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016770-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ynzwm
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cotylelobium Pierre"
 ]
}

 The dataset includes 218 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016771-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15346860
title: PCoE Turbofan Engine Degradation Simulation

description: Engine degradation simulation was carried out using the Commercial Modular Aero-Propulsion System Simulation (C-MAPSS). Four different sets were simulated under different combinations of operational conditions and fault modes. This records several sensor channels to characterize fault evolution. The data set was provided by the NASA Ames Prognostics Center of Excellence (PCoE).
DOI: 10.5281/zenodo.15346859
title: PCoE Turbofan Engine Degradation Simulation

description: Engine degradation simulation was carried out using the Commercial Modular Aero-Propulsion System Simulation (C-MAPSS). Four different sets were simulated under different combinations of operational conditions and fault modes. This records several sensor channels to characterize fault evolution. The data set was provided by the NASA Ames Prognostics Center of Excellence (PCoE).
DOI: 10.5281/zenodo.15346912
title: PCoE Turbofan Engine Degradation Simulation

description: Engine degradation simulation was carried out using the Commercial Modular Aero-Propulsion System Simulation (C-MAPSS). Four different sets were simulated under different combinations of operational conditions and fault modes. This records several sensor channels to characterize fault evolution. The data set was provided by the NASA Ames Prognostics Center of Excellence (PCoE).
DOI: 10.15468/dl.rpzdbd
title: Occurrence Download

description: A dataset containing 6389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Couepia Aubl."
 ]
}

 The dataset includes 6389 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016774-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.859f28
title: Occurrence Download

description: A dataset containing 32218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Year 2000-2025"
 ]
}

 The dataset includes 32218 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016775-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8ru5m
title: Occurrence Download

description: A dataset listing the 76 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.5294 37.24896,-76.52725 37.21855,-76.47897 37.21845,-76.48376 37.24896,-76.5294 37.24896))",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset's 76 records were derived from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016767-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewcwqx
title: Occurrence Download

description: A dataset containing 11770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Country is United States of America",
 "Geometry POLYGON((-80 40,-70 40,-70 45,-74.68675 45.10229,-80 45,-80 40))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bartramia longicauda (Bechstein, 1812)"
 ]
}

 The dataset includes 11770 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016776-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qpq4x
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Couma Aubl."
 ]
}

 The dataset includes 1660 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016777-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.