cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j9zvrm
title: Occurrence Download

description: A dataset containing 53658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vultur gryphus Linnaeus, 1758"
 ]
}

 The dataset includes 53658 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047960-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssjshb
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hatiora salicornioides Britton & Rose",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 124 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010394-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.454vq3
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplazium maonense Ching"
 ]
}

 The dataset includes 197 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026212-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgohy2
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroaspis polylepis Günther, 1864"
 ]
}

 The dataset includes 433 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016138-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c3gkd2
title: Occurrence Download

description: A dataset containing 5462 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is MDG",
 "InstitutionCode is one of (k, mo, p, tan, us, g, mnhn, tef, inaturalist, meisebg)",
 "OccurrenceStatus is Present",
 "TaxonKey is Grewia L."
 ]
}

 The dataset includes 5462 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047951-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e64z41
title: Occurrence Download

description: A dataset containing 1690630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.57031 74.73887,-185.69531 61.53945,-171.07031 19.7088,-126.07031 25.92642,-106.38281 -15.1485,-78.25781 -46.7519,-81.07031 -55.53859,-55.75781 -58.88649,-23.1328 -14.05987,-50.69531 28.42811,-27.6328 60.16993,-19.75781 69.99655,-27.07031 78.82244,-157.57031 74.73887))",
 "HasCoordinate is true",
 "TaxonKey is Streptopelia decaocto (Frivaldszky, 1838)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1690630 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016135-190918142434337/datasets/export for details.
DOI: 10.15468/dl.jg2znh
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diuranthera minor (C.H.Wright) Hemsl."
 ]
}

 The dataset includes 78 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026240-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ty3b4j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callicebus aureipalatii Wallace, Gómez, A.M.Felton & A.Felton, 2006",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008950-180508205500799/datasets/export for details.
DOI: 10.15468/dl.g5wmcx
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-5.14536 36.40994,-4.13 36.57018,-3.88332 36.75595,-3.98208 37.12645,-4.45864 37.23258,-5.14536 37.19751,-5.14536 36.40994))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus suber L."
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047957-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rb27yw
title: Occurrence Download

description: A dataset containing 53302 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Clethraceae)"
 ]
}

 The dataset includes 53302 records from 778 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026207-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15164206
title: The Analysis of the Feedback from Primary School Teachers on Multimedia Applications: Ukrainian Case-Study

description: The dataset was created as part of research work aimed at analyzing feedback on cross-media projects from primary school teachers. Data from the longitudinal survey were collected from September 11, 2023, to April 10, 2024. The extracted information from these data was used to measure the level of teacher engagement and awareness in Ukraine about digital learning materials assessing.
DOI: 10.5281/zenodo.15164207
title: The Analysis of the Feedback from Primary School Teachers on Multimedia Applications: Ukrainian Case-Study

description: The dataset was created as part of research work aimed at analyzing feedback on cross-media projects from primary school teachers. Data from the longitudinal survey were collected from September 11, 2023, to April 10, 2024. The extracted information from these data was used to measure the level of teacher engagement and awareness in Ukraine about digital learning materials assessing.
DOI: 10.15468/dl.qfs4hk
title: Occurrence Download

description: A dataset containing 27986234 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 27986234 records from 2563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0213277-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13946289
title: (13)-Netschitailo2025A-DS0005 – Apis mellifera embryo injected with mEmerald-labeled anti-actin nanobody-encoding mRNA long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy

description: (13)-Netschitailo2025A-DS0005 – Apis mellifera embryo injected with mEmerald-labeled anti-actin nanobody-encoding mRNA long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy
DOI: 10.5281/zenodo.13946290
title: (13)-Netschitailo2025A-DS0005 – Apis mellifera embryo injected with mEmerald-labeled anti-actin nanobody-encoding mRNA long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy

description: (13)-Netschitailo2025A-DS0005 – Apis mellifera embryo injected with mEmerald-labeled anti-actin nanobody-encoding mRNA long-term live imaging dataset of embryonic development acquired with light sheet fluorescence microscopy
DOI: 10.3886/e226221
title: Replication: Ascending from the bottom rung: The labor market assimilation of rural-urban migrants in Sweden, 1880–1910

description: Replication package for "Ascending from the bottom rung: The labor market assimilation of rural-urban migrants in Sweden, 1880–1910" by Jonatan Andersson. See the readme.txt file for details about the replication package. All code is in R.<br><br>
DOI: 10.3886/e226221v1
title: Replication: Ascending from the bottom rung: The labor market assimilation of rural-urban migrants in Sweden, 1880–1910

description: Replication package for "Ascending from the bottom rung: The labor market assimilation of rural-urban migrants in Sweden, 1880–1910" by Jonatan Andersson. See the readme.txt file for details about the replication package. All code is in R.<br><br>
DOI: 10.15468/dl.aj4mhh
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alosa immaculata Bennett, 1835"
 ]
}

 The dataset includes 142 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010836-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqhm5r
title: Occurrence Download

description: A dataset containing 1464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Spain, France, Andorra)",
 "TaxonKey is Petrocoptis A.Braun ex Endl."
 ]
}

 The dataset includes 1464 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010837-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33ajd3
title: Occurrence Download

description: A dataset containing 1027401 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anguilla anguilla (Linnaeus, 1758)"
 ]
}

 The dataset includes 1027401 records from 638 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010818-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14102422
title: Gene Signature predicts autoimmune toxicity in metastatic melanoma
DOI: 10.5281/zenodo.14102423
title: Gene Signature predicts autoimmune toxicity in metastatic melanoma
DOI: 10.6084/m9.figshare.27679605
title: <b>Dataset and code for : Identifying Clinical Skill Gaps of Healthcare Workers Using a Decision Support Algorithm in Rwanda - Haykel Karoui</b>

description: This project examines clinical skill gaps among healthcare workers (HWs) in Rwandan primary care settings using data from a digital Clinical Decision Support Algorithm (CDSA) for pediatric care. Analyzing 20,204 consultations across 16 health centers, we identified patterns of measurement omissions and inaccuracies, leading us to observe 188 consultations and conduct interviews to understand causes. Key gaps in basic and complex measurements were found, highlighting the need for targeted training to improve CDSA data quality and enhance patient care. This research informs strategies for effective CDSA use in low-resource settings.
DOI: 10.6084/m9.figshare.27679605.v1
title: <b>Dataset and code for : Identifying Clinical Skill Gaps of Healthcare Workers Using a Decision Support Algorithm in Rwanda - Haykel Karoui</b>

description: This project examines clinical skill gaps among healthcare workers (HWs) in Rwandan primary care settings using data from a digital Clinical Decision Support Algorithm (CDSA) for pediatric care. Analyzing 20,204 consultations across 16 health centers, we identified patterns of measurement omissions and inaccuracies, leading us to observe 188 consultations and conduct interviews to understand causes. Key gaps in basic and complex measurements were found, highlighting the need for targeted training to improve CDSA data quality and enhance patient care. This research informs strategies for effective CDSA use in low-resource settings.
DOI: 10.6084/m9.figshare.27679694
title: Hormesis and Antagonism in Low-Dose <i>Phalaris</i> Allelochemicals during <i>Microcystis</i> Control

description: Aquatic ecosystems face significant challenges globally from cyanobacterial blooms. <i>Phalaris arundinacea</i> (Reed Canary Grass) is used in artificial wetlands and found in natural wetlands. We investigated whether allelochemicals released from <i>Phalaris</i> root exudates inhibit <i>Microcystis aeruginosa</i> growth. We conducted experiments to disentangle the effect of the root exudates from living plants on resource competition and the potential role of microbiota in controlling <i>Microcystis</i> growth. We found that allelochemicals from root exudates and their inhibitory effect decayed over time. Results from filtration experiments and microscopic observations indicated that the removal of microorganisms (≥ 0.22 µm) allowed for the growth of <i>Microcystis,</i> suggesting that protists and rotifers may control <i>Microcystis</i> growth. We also tested commercial allelochemicals at environmentally relevant concentrations (≤ 1000 µg Lˉ¹) against <i>Microcystis</i>. Concentrations of 1000 µg Lˉ¹ of anthraquinone, gallic acid, gramine, hordenine, linoleic acid, naringuin, stigmasterol, tannic acid, 4-nitroindol-5-carboxaldehyde and the mixture of the nine allelochemicals inhibit <i>Microcystis</i> (≥ 87%). The minimum effective concentration was determined to be 100 µg Lˉ¹ for most allelochemicals, except for anthraquinone, which had a hormetic effect stimulating <i>Microcystis</i> growth by up to 70% compared to the controls. Our findings indicate that allelochemicals could be used to control <i>Microcystis,</i> but it is essential to establish the effective allelochemical minimum inhibitory concentrations from biofilters, wetlands, or macrophytes to assess their potential for managing <i>Microcystis</i>, other cyanobacteria, and microalgae. The increasing global use of artificial wetlands to control cyanobacterial blooms justifies further investigation into allelochemical concentrations, including decaying trends over time and hormetic effects.
DOI: 10.6084/m9.figshare.27679694.v1
title: Hormesis and Antagonism in Low-Dose <i>Phalaris</i> Allelochemicals during <i>Microcystis</i> Control

description: Aquatic ecosystems face significant challenges globally from cyanobacterial blooms. <i>Phalaris arundinacea</i> (Reed Canary Grass) is used in artificial wetlands and found in natural wetlands. We investigated whether allelochemicals released from <i>Phalaris</i> root exudates inhibit <i>Microcystis aeruginosa</i> growth. We conducted experiments to disentangle the effect of the root exudates from living plants on resource competition and the potential role of microbiota in controlling <i>Microcystis</i> growth. We found that allelochemicals from root exudates and their inhibitory effect decayed over time. Results from filtration experiments and microscopic observations indicated that the removal of microorganisms (≥ 0.22 µm) allowed for the growth of <i>Microcystis,</i> suggesting that protists and rotifers may control <i>Microcystis</i> growth. We also tested commercial allelochemicals at environmentally relevant concentrations (≤ 1000 µg Lˉ¹) against <i>Microcystis</i>. Concentrations of 1000 µg Lˉ¹ of anthraquinone, gallic acid, gramine, hordenine, linoleic acid, naringuin, stigmasterol, tannic acid, 4-nitroindol-5-carboxaldehyde and the mixture of the nine allelochemicals inhibit <i>Microcystis</i> (≥ 87%). The minimum effective concentration was determined to be 100 µg Lˉ¹ for most allelochemicals, except for anthraquinone, which had a hormetic effect stimulating <i>Microcystis</i> growth by up to 70% compared to the controls. Our findings indicate that allelochemicals could be used to control <i>Microcystis,</i> but it is essential to establish the effective allelochemical minimum inhibitory concentrations from biofilters, wetlands, or macrophytes to assess their potential for managing <i>Microcystis</i>, other cyanobacteria, and microalgae. The increasing global use of artificial wetlands to control cyanobacterial blooms justifies further investigation into allelochemical concentrations, including decaying trends over time and hormetic effects.
DOI: 10.6084/m9.figshare.27089526
title: Robust Design for Order-of-Addition Experiments

description: Order-of-addition experiment is a kind of experiment that considers the addition order of <i>m</i> components. Finding an effective design is crucial since the full design consisting of $m!$ permutations is unaffordable even for computer simulation. Several classes of designs have been proposed for certain models in recent years, but they may be singular under other models. In this article, we propose a robust design called maximin distance component orthogonal array whose minimum pairwise distance is maximized while the balance of any two columns from a component orthogonal array still holds. A genetic algorithm is used to search for such designs. The design, with excellent space-filling property, is robust since it is <i>D</i>-optimal under the component-position model and performs well under other models. A case study and an application show the good performance of the proposed design compared to the existing two classes of designs across many situations.
DOI: 10.6084/m9.figshare.27089526.v1
title: Robust Design for Order-of-Addition Experiments

description: Order-of-addition experiment is a kind of experiment that considers the addition order of <i>m</i> components. Finding an effective design is crucial since the full design consisting of $m!$ permutations is unaffordable even for computer simulation. Several classes of designs have been proposed for certain models in recent years, but they may be singular under other models. In this article, we propose a robust design called maximin distance component orthogonal array whose minimum pairwise distance is maximized while the balance of any two columns from a component orthogonal array still holds. A genetic algorithm is used to search for such designs. The design, with excellent space-filling property, is robust since it is <i>D</i>-optimal under the component-position model and performs well under other models. A case study and an application show the good performance of the proposed design compared to the existing two classes of designs across many situations.
DOI: 10.15468/dl.e866gy
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/0010835-241107131044228/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.27091739
title: Co-Active Subspace Methods for the Joint Analysis of Adjacent Computer Models

description: Active subspace (AS) methods are a valuable tool for understanding the relationship between the inputs and outputs of a Physics simulation. In this article, an elegant generalization of the traditional ASM is developed to assess the co-activity of two computer models. This generalization, which we refer to as a Co-Active Subspace (Co-AS) Method, allows for the joint analysis of two or more computer models allowing for thorough exploration of the alignment (or non-alignment) of the respective gradient spaces. We define co-active directions, co-sensitivity indices, and a scalar “concordance” metric (and complementary “discordance” pseudo-metric) and we demonstrate that these are powerful tools for understanding the behavior of a class of computer models, especially when used to supplement traditional AS analysis. Details for efficient estimation of the Co-AS and an accompanying R package (concordance) are provided. Practical application is demonstrated through analyzing a set of simulated rate stick experiments for PBX 9501, a high explosive, offering insights into complex model dynamics.
DOI: 10.6084/m9.figshare.27091739.v1
title: Co-Active Subspace Methods for the Joint Analysis of Adjacent Computer Models

description: Active subspace (AS) methods are a valuable tool for understanding the relationship between the inputs and outputs of a Physics simulation. In this article, an elegant generalization of the traditional ASM is developed to assess the co-activity of two computer models. This generalization, which we refer to as a Co-Active Subspace (Co-AS) Method, allows for the joint analysis of two or more computer models allowing for thorough exploration of the alignment (or non-alignment) of the respective gradient spaces. We define co-active directions, co-sensitivity indices, and a scalar “concordance” metric (and complementary “discordance” pseudo-metric) and we demonstrate that these are powerful tools for understanding the behavior of a class of computer models, especially when used to supplement traditional AS analysis. Details for efficient estimation of the Co-AS and an accompanying R package (concordance) are provided. Practical application is demonstrated through analyzing a set of simulated rate stick experiments for PBX 9501, a high explosive, offering insights into complex model dynamics.
DOI: 10.21223/hwc5da/arp4im
title: 11978_data.tab
DOI: 10.21223/hwc5da/igxazh
title: 11978_data_CapacityDevelopment.tab
DOI: 10.21223/hwc5da/maosbj
title: 11978_UniqueIdentifier.xls

description: :unav
DOI: 10.21223/hwc5da/nvixvu
title: 11978_DataDictionary_ElementDescription.tab
DOI: 10.21223/hwc5da
title: Dataset for: Consolidated data on CapDev activities 2017

description: Consolidated data set with information on capacity development activities and trainees reported under RTB in 2017
DOI: 10.21223/hwc5da/1ipamv
title: 11978_data_CapacityDevelopment.xlsx
DOI: 10.21223/hwc5da/f1yjxe
title: 11978_data_summary.tab
DOI: 10.21223/hwc5da/fyo2o5
title: 11978_data_CapacityDevelopment.tab
DOI: 10.21223/hwc5da/lyrct8
title: 11978_DataDictionary_ElementDescription.xlsx
DOI: 10.21223/hwc5da/npjsgf
title: 11978_data.tab
DOI: 10.21223/hwc5da/qkskbq
title: 11978_data.xlsx
DOI: 10.21223/hwc5da/xyhbcz
title: 11978_DataDictionary.tab

description: :unav
DOI: 10.21223/hwc5da/ygnl65
title: 11978_data_summary.tab
DOI: 10.15468/dl.vmyben
title: Occurrence Download

description: A dataset containing 356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.5_1",
 "TaxonKey is Annelida"
 ]
}

 The dataset includes 356 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010840-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.