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

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen)",
 "Geometry POLYGON((-70.02 -55.4,-66.36 -55.4,-66.36 -54.8,-70.02 -54.8,-70.02 -55.4))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ascidiacea"
 ]
}

 The dataset's 3 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016036-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmu693
title: Occurrence Download

description: A dataset containing 14797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-100.31144 16.77268,-98.59258 16.77268,-98.59258 18.73555,-100.31144 18.73555,-100.31144 16.77268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 14797 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016055-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9axq53
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saldinia aegialodes",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 40 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016056-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7kjbgf
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (University of British Columbia Herbarium (UBC) - Bryophytes Collection, University of British Columbia Herbarium (UBC) - Vascular Plant Collection, University of British Columbia Herbarium (UBC) - Algae Collection, University of British Columbia - Spencer Entomological Collection (UBCZ), University of British Columbia Herbarium (UBC) - Lichen Collection, University of British Columbia Herbarium (UBC) - Fungi Collection, Cowan Tetrapod Collection - Mammals, Cowan Tetrapod Collection - Birds, Cowan Tetrapod Collection - Herpetology, Beaty Biodiversity Museum Fish Collection, Beaty Biodiversity Museum Fossil Collection, Beaty Biodiversity Museum Marine Invertebrate Collection)",
 "VerbatimScientificName is one of (Tanypteryx hageni)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016057-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5g6ku
title: Occurrence Download

description: A dataset containing 907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agrimonia pilosa nepalensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 907 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016060-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuh2vn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bujurquina labiosa",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016059-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635157
title: Simulating the 12 February 2020 North Dakota Blizzard: An Application of a Blowing Snow Algorithm Coupled with the Polar Weather Research and Forecasting Model

description: On 12 February 2020, a ground blizzard impacted North Dakota, driven by a strong Arctic cold front that swept southward through the eastern Dakotas and western Minnesota. This event brought frontal snow, strong winds, and sub-zero temperatures, leading to significant blowing snow (BLSN) conditions in the Red River Valley and causing widespread disruption. This research provides a detailed analysis of the meteorological phenomena on February 12th, with a focus on BLSN dynamics. We employed a BLSN algorithm based on the PIEKTUK-D model, coupled with the PWRF model. Simulations were conducted using lateral boundary conditions from the 0.25° Global Forecast System analysis data. We evaluated basic meteorological parameters, such as temperature, wind, and relative humidity, alongside specialized parameters like snow depth. Analysis revealed that the BLSN transport rate and number concentration from the simulations showed strong agreement with observations from the GOES-16. The most significant impact of incorporating the BLSN algorithm in PWRF is observed in the vertical distribution of relative humidity. A notable outcome of this research is the successful implementation of the BLSN code to calculate visibility, which can prove to be particularly useful during blizzard conditions. 
description: The data required for generating the figures and table in this manuscript are available in the data repository.
DOI: 10.5281/zenodo.14915518
title: Simulating the 12 February 2020 North Dakota Blizzard: An Application of a Blowing Snow Algorithm Coupled with the Polar Weather Research and Forecasting Model

description: On 12 February 2020, a ground blizzard impacted North Dakota, driven by a strong Arctic cold front that swept southward through the eastern Dakotas and western Minnesota. This event brought frontal snow, strong winds, and sub-zero temperatures, leading to significant blowing snow (BLSN) conditions in the Red River Valley and causing widespread disruption. This research provides a detailed analysis of the meteorological phenomena on February 12th, with a focus on BLSN dynamics. We employed a BLSN algorithm based on the PIEKTUK-D model, coupled with the PWRF model. Simulations were conducted using lateral boundary conditions from the 0.25° Global Forecast System analysis data. We evaluated basic meteorological parameters, such as temperature, wind, and relative humidity, alongside specialized parameters like snow depth. Analysis revealed that the BLSN transport rate and number concentration from the simulations showed strong agreement with observations from the GOES-16. The most significant impact of incorporating the BLSN algorithm in PWRF is observed in the vertical distribution of relative humidity. A notable outcome of this research is the successful implementation of the BLSN code to calculate visibility, which can prove to be particularly useful during blizzard conditions. 
description: The data required for generating the figures and table in this manuscript are available in the data repository.
DOI: 10.5281/zenodo.18635149
title: LINF_330014300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18635148
title: LINF_330014300

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.mj8qms
title: Occurrence Download

description: A dataset containing 264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizocalyx condoricus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 264 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016065-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6yp5uy
title: Occurrence Download

description: A dataset containing 238032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-100.31144 16.77268,-98.59258 16.77268,-98.59258 18.73555,-100.31144 18.73555,-100.31144 16.77268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 238032 records from 238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016016-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6ayvg
title: Occurrence Download

description: A dataset containing 42274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Acer saccharum"
 ]
}

 The dataset includes 42274 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016061-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjspc6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Paratrimma urospila"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016064-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbfdy4
title: Occurrence Download

description: A dataset containing 1120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((154.41974 -12.07731,173.51603 -12.07731,173.51603 -4.44206,154.41974 -4.44206,154.41974 -12.07731))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odonata"
 ]
}

 The dataset includes 1120 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016062-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18635002
title: Laboratory screening dataset: aqueous leaf extract of Montrichardia linifera against Plutella xylostella (v7, JAPE aligned)

description: This deposit provides the dataset and reproducible scripts supporting a laboratory screening study of aqueous leaf extract of Montrichardia linifera against Plutella xylostella, prepared for submission to the Journal of Asia-Pacific Entomology (JAPE). The experiment followed a completely randomized design (CRD) with three treatments (control, 5% and 10% w/v). Analyses use a fixed analytical cohort of 50 Petri dishes per treatment (unit = dish), with a priori denominators: pupation = pupae/50, adult emergence = adults/50, and pupal-to-adult viability = adults/pupae. Larval duration is computed only for individuals that pupated and pupal duration only for adults that emerged.
DOI: 10.5281/zenodo.18635001
title: Laboratory screening dataset: aqueous leaf extract of Montrichardia linifera against Plutella xylostella (v7, JAPE aligned)

description: This deposit provides the dataset and reproducible scripts supporting a laboratory screening study of aqueous leaf extract of Montrichardia linifera against Plutella xylostella, prepared for submission to the Journal of Asia-Pacific Entomology (JAPE). The experiment followed a completely randomized design (CRD) with three treatments (control, 5% and 10% w/v). Analyses use a fixed analytical cohort of 50 Petri dishes per treatment (unit = dish), with a priori denominators: pupation = pupae/50, adult emergence = adults/50, and pupal-to-adult viability = adults/pupae. Larval duration is computed only for individuals that pupated and pupal duration only for adults that emerged.
DOI: 10.5281/zenodo.18635156
title: PEDAGOGICAL FOUNDATIONS OF COLLABORATIVE LEARNING IN E-LEARNING ENVIRONMENTS

description: The rapid expansion of e-learning has transformed educational practices and highlighted the need for pedagogically grounded approaches that promote meaningful learner engagement. Collaborative learning has emerged as a central strategy for addressing the limitations of online education by fostering interaction, shared knowledge construction, and higher-order thinking. This study examines the pedagogical foundations of collaborative learning in e-learning environments through a qualitative and theoretical analysis of established learning theories and scholarly literature. Drawing on sociocultural and constructivist perspectives, the research identifies key pedagogical principles, including purposeful instructional design, balanced learner autonomy and guidance, and the facilitative role of the teacher.
DOI: 10.5281/zenodo.18635155
title: PEDAGOGICAL FOUNDATIONS OF COLLABORATIVE LEARNING IN E-LEARNING ENVIRONMENTS

description: The rapid expansion of e-learning has transformed educational practices and highlighted the need for pedagogically grounded approaches that promote meaningful learner engagement. Collaborative learning has emerged as a central strategy for addressing the limitations of online education by fostering interaction, shared knowledge construction, and higher-order thinking. This study examines the pedagogical foundations of collaborative learning in e-learning environments through a qualitative and theoretical analysis of established learning theories and scholarly literature. Drawing on sociocultural and constructivist perspectives, the research identifies key pedagogical principles, including purposeful instructional design, balanced learner autonomy and guidance, and the facilitative role of the teacher.
DOI: 10.15468/dl.d94s73
title: Occurrence Download

description: A dataset containing 125739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-100.31144 16.77268,-98.59258 16.77268,-98.59258 18.73555,-100.31144 18.73555,-100.31144 16.77268))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 125739 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016014-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hztymy
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bujurquina megalospilus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016066-260208012135463/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.30958325.v1
title: Performance of the Asthma Clinical Score and the Pediatric Respiratory Assessment Measure in obese children presenting to the emergency department for asthma exacerbations

description: Our primary objective was to evaluate the interrater reliability (IRR), responsiveness and predictive validity of two asthma severity scores in obese and normal weight (NW) children. Our secondary objective was to compare asthma interventions in these groups. This was a planned secondary analysis of a prospective observational study of children aged 2-to- &lt; 18 years treated for asthma exacerbations in the emergency department. Obesity was defined as &gt;95<sup>th</sup>% sex-specific weight-for-age. Clinicians completed paired assessments of the Asthma Clinical Score (ACS) and Pediatric Respiratory Assessment Measure (PRAM). IRR was analyzed using Cohen’s kappa coefficient. Reliable change index was used to determine the responsiveness. Predictive validity of the pretreatment ACS and PRAM was analyzed using Receiver Operating Characteristics and Akaike Information Criterion. The likelihood of receiving an intervention was described using odds ratios (OR). 399 children were enrolled, 111 classified as obese. In obese children, the ACS showed moderate IRR, while the PRAM showed weak IRR (κ<sub>w</sub> 0.73 and 0.57 respectively). Both scores better detected responsiveness in NW versus obese children (ACS 34% vs 23%, PRAM 28% vs 3.7% respectively) but were better predictors of hospitalization in obese children (ACS 0.85, vs 0.74 and PRAM 0.79 vs 0.72 respectively). Obese children had higher odds of receiving intravenous methylprednisolone, continuous albuterol, and non-invasive ventilation. Performance of the ACS and PRAM varied between obese and NW children. Future studies should aim to fully elucidate the performance and utility of asthma severity scores in obese children.
DOI: 10.15468/dl.6vg4ea
title: Occurrence Download

description: A dataset containing 42846331 records in GBIF matching the query:
SELECT "eventid", "decimallatitude", "decimallongitude" FROM occurrence WHERE datasetKey = '4fa7b334-ce0d-4e88-aaae-2e0c138d049e' AND decimalLatitude &gt;= 1.182312 AND decimalLatitude &lt;= 28.4382935 AND decimalLongitude &gt;= 81.8824189 AND decimalLongitude &lt;= 122.0004883AND gbif_within('POLYGON ((81.88242 1.182312, 122.0005 1.182312, 122.0005 28.43829, 81.88242 28.43829, 81.88242 1.182312))', "decimallatitude", "decimallongitude")

 The dataset's 42846331 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016041-260208012135463/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.31334302
title: <b>Complementary materials: Energy policy risk and carbon emissions in Africa</b>

description: Africa’s growing energy needs and continued reliance on fossil fuels make it increasingly difficult to balance development goals with environmental sustainability. Frequent changes in regulation and uncertainty around energy policy further slow the transition to cleaner energy systems by discouraging long-term investment. This paper explores how energy policy risk affects carbon emissions in 37 African countries between 2000 and 2022, and how external investments—especially those from China under the Belt and Road Initiative (BRI)—influence these outcomes.
DOI: 10.6084/m9.figshare.31334302.v1
title: <b>Complementary materials: Energy policy risk and carbon emissions in Africa</b>

description: Africa’s growing energy needs and continued reliance on fossil fuels make it increasingly difficult to balance development goals with environmental sustainability. Frequent changes in regulation and uncertainty around energy policy further slow the transition to cleaner energy systems by discouraging long-term investment. This paper explores how energy policy risk affects carbon emissions in 37 African countries between 2000 and 2022, and how external investments—especially those from China under the Belt and Road Initiative (BRI)—influence these outcomes.
DOI: 10.15468/dl.7ndfdr
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "DatasetKey is one of (Colección de Mamíferos (Mammalia) del Museo de Historia Natural de la Universidad de Caldas, Colombia (MHN-UCa-M), Field Museum of Natural History (Zoology) Mammal Collection, Colección de Mamíferos Museo de La Salle Bogotá (MLS))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cerdocyon thous"
 ]
}

 The dataset includes 76 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016069-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9444x5
title: Occurrence Download

description: A dataset containing 27989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Albizia julibrissin",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 27989 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016067-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id356816.1
title: StrainInfo SI-ID 356816.1

description: StrainInfo dataset 356816 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356645.1
title: StrainInfo SI-ID 356645.1

description: StrainInfo dataset 356645 about a strain of Netrium oblongum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356646.1
title: StrainInfo SI-ID 356646.1

description: StrainInfo dataset 356646 about a strain of Penium exiguum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356647.1
title: StrainInfo SI-ID 356647.1

description: StrainInfo dataset 356647 about a strain of Cosmarium broomei. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356648.1
title: StrainInfo SI-ID 356648.1

description: StrainInfo dataset 356648 about a strain of Closterium moniliferum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356727.1
title: StrainInfo SI-ID 356727.1

description: StrainInfo dataset 356727 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356728.1
title: StrainInfo SI-ID 356728.1

description: StrainInfo dataset 356728 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id356729.1
title: StrainInfo SI-ID 356729.1

description: StrainInfo dataset 356729 about a strain of Pleurotaenium ovatum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.