cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.zk92dh
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Succisella carvalhoana (Mariz) Baksay",
 "Year 1975-2025"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008274-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7zcxnc
title: Occurrence Download

description: A dataset containing 905 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 Ochrosperma Trudgen"
 ]
}

 The dataset includes 905 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008275-250515123054153/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.29104769
title: Themes, Subthemes, Codes.xlsx

description: Teacher education programs are tasked with the critical work of preparing educators to teach K-12 students content area knowledge and skills so that these students are prepared for life after school. Equipping these candidates before they enter the field with instructional strategies backed by decades of cognitive research is one route to foster student learning. This hermeneutic phenomenological study explores the experiences of graduates from teacher education programs in the Western U.S. regarding cognitive learning strategy instruction. The research involved 12 participants all of whom taught in K-12 schools. Data were collected through surveys, interviews, and a focus group. Common themes include the extent to which teacher education programs included cognitive learning strategies, graduates' misunderstandings of these strategies, and the effectiveness of programs in preparing teachers to support student learning. The study highlights areas for improvement in integrating cognitive learning strategies into teacher education curricula and offers implications for practice.
DOI: 10.6084/m9.figshare.29104769.v1
title: Themes, Subthemes, Codes.xlsx

description: Teacher education programs are tasked with the critical work of preparing educators to teach K-12 students content area knowledge and skills so that these students are prepared for life after school. Equipping these candidates before they enter the field with instructional strategies backed by decades of cognitive research is one route to foster student learning. This hermeneutic phenomenological study explores the experiences of graduates from teacher education programs in the Western U.S. regarding cognitive learning strategy instruction. The research involved 12 participants all of whom taught in K-12 schools. Data were collected through surveys, interviews, and a focus group. Common themes include the extent to which teacher education programs included cognitive learning strategies, graduates' misunderstandings of these strategies, and the effectiveness of programs in preparing teachers to support student learning. The study highlights areas for improvement in integrating cognitive learning strategies into teacher education curricula and offers implications for practice.
DOI: 10.15468/dl.3xdma2
title: Occurrence Download

description: A dataset containing 2887 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 Amara alpina (Paykull, 1790)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 2887 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008276-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15467850
title: A Diffusion-Based Framework for Designing Molecules in Flexible Protein Pockets

description: Datasets for the paper: A Diffusion-Based Framework for Designing Molecules in Flexible Protein Pockets
DOI: 10.1594/pangaea.973627
title: Moisture, temperature and light modualte methane oxidation from dry riverbeds - A mesocosms experiment

description: In this study, under lab conditions (Jan-Apr 2022) in we examined how three key drivers of methane oxidation in soils also modulate methane oxidation (i.e. methanotrophy) in dry riverbed sediments: gravimetric water content (GWC, as proxy of moisture), temperature, and light quality and intensity. We measured potential methane oxidation rates (PMO) as proxy of methanotrophy across a gradient of GWC, temperature (10, 20 and 30ºC), and under different light conditions (green and growth light) from dry (8% GWC) and wet (100%GWC) sediments collected in early Spring 2022 in the Queich River in Offenbach an der Queich (Germany). We used incubation vials (125mL) with about 10 mL sediment and spiked it with 120uL of pure methane gas following Bodmer et al. (2020). Incubations lasted for a week (until methane concentrations were below detection limit) and we replicated each treatment level four times (except for 10ºC that had just three).
DOI: 10.15468/dl.tx8m2y
title: Occurrence Download

description: A dataset containing 1678 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-69.34131 46.59825,-69.01902 46.59825,-58.32828 47.12596,-56.11088 51.75231,-69.34131 51.35305,-69.34131 46.59825))",
 "OccurrenceStatus is Present",
 "TaxonKey is Homarus americanus H.Milne Edwards, 1837"
 ]
}

 The dataset includes 1678 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008277-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8wkggf
title: Occurrence Download

description: A dataset containing 492 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 Ochthocosmus Benth."
 ]
}

 The dataset includes 492 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008280-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkewjm
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Stachys palustris L.",
 "Year 1975-2025"
 ]
}

 The dataset includes 33 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008278-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7sqnu
title: Occurrence Download

description: A dataset containing 624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.79183 36.22716,-3.58132 36.22716,-3.58132 37.7587,-5.79183 37.7587,-5.79183 36.22716))",
 "TaxonKey is Ficus carica L.",
 "Year 2000-2025"
 ]
}

 The dataset includes 624 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008281-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kk5ryh
title: Occurrence Download

description: A dataset containing 72 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 Nebria trifaria LeConte, 1878",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 72 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008279-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15467851
title: GenMLBench

description: This dataset contains information about 50 Kaggle competitions, including structured metadata and rich natural language descriptions of each competition's task. Each entry includes:





comp_name: The unique name of the Kaggle competition.




competition_link: A direct URL to the competition's page.




data_card: Structured info about the dataset used in the competition (e.g., file formats, features).




metric: The abbreviation for the evaluation metric used (e.g., RMSE, AUC).




comp_type: The type of competition — Featured, Research, Community, or Playground.




data_type: The main data modality — tabular, image, text, or time series.




description: A detailed, general-purpose explanation of the competition task.




metric_type: The category of the evaluation approach — regression, classification, or custom.




domain: The application area (like finance, healthcare, or computer vision), inferred using language model analysis.
DOI: 10.5281/zenodo.15467852
title: GenMLBench

description: This dataset contains information about 50 Kaggle competitions, including structured metadata and rich natural language descriptions of each competition's task. Each entry includes:





comp_name: The unique name of the Kaggle competition.




competition_link: A direct URL to the competition's page.




data_card: Structured info about the dataset used in the competition (e.g., file formats, features).




metric: The abbreviation for the evaluation metric used (e.g., RMSE, AUC).




comp_type: The type of competition — Featured, Research, Community, or Playground.




data_type: The main data modality — tabular, image, text, or time series.




description: A detailed, general-purpose explanation of the competition task.




metric_type: The category of the evaluation approach — regression, classification, or custom.




domain: The application area (like finance, healthcare, or computer vision), inferred using language model analysis.
DOI: 10.15468/dl.6m3qcu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Spergularia tangerina P.Monnier",
 "Year 1975-2025"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008282-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6mvcb
title: Occurrence Download

description: A dataset containing 21214 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 Ocimum L."
 ]
}

 The dataset includes 21214 records from 606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008283-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whce2h
title: Occurrence Download

description: A dataset containing 53610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Greece",
 "Geometry POLYGON((23.57804 36.89145,27.75411 36.82184,27.17465 40.36298,26.8145 41.13712,22.08162 41.06752,23.57804 36.89145))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Geodetic datum assumed WGS84",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 53610 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008271-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11691805
title: Nāhele Outdoor Living Co.
DOI: 10.15468/dl.qv56ub
title: Occurrence Download

description: A dataset containing 103 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 Nebria catenata Casey, 1913",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 103 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008284-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11854645
title: 🚲 Chicago Divvy Bikeshare Dataset (2023 - 2025)
DOI: 10.15468/dl.kgv78j
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laminaria pallida Greville"
 ]
}

 The dataset includes 232 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008285-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e230382
title: The Evolution of the Wage Elasticity of Labor Supply over Time

description: The uncompensated
wage elasticity of labor supply is a fundamental parameter in economics.
Despite its central role, few papers have studied directly how it has changed
over time. We examine the evolution of this elasticity over the last four
decades. We find robust evidence that the elasticity weakly increased between
2000 and 2020, representing a striking reversal from the sizable declines for
single and married women between 1979 and 2000. We additionally find that these
changes mostly arose on the extensive margin. Using our model, we conduct a
series of counterfactual simulations to identify the factors responsible for
these trends.
DOI: 10.3886/e230382v1
title: The Evolution of the Wage Elasticity of Labor Supply over Time

description: The uncompensated
wage elasticity of labor supply is a fundamental parameter in economics.
Despite its central role, few papers have studied directly how it has changed
over time. We examine the evolution of this elasticity over the last four
decades. We find robust evidence that the elasticity weakly increased between
2000 and 2020, representing a striking reversal from the sizable declines for
single and married women between 1979 and 2000. We additionally find that these
changes mostly arose on the extensive margin. Using our model, we conduct a
series of counterfactual simulations to identify the factors responsible for
these trends.
DOI: 10.15468/dl.vd9mdd
title: Occurrence Download

description: A dataset containing 73 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 Dicheirotrichus mannerheimii (R.F.Sahlberg, 1844)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 73 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008288-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhbnae
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Salix ×laurina Sm."
 ]
}

 The dataset includes 196 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008286-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2e4b6p
title: Occurrence Download

description: A dataset containing 3049 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 Cicindela longilabris Say, 1824",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 3049 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008289-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rcreby
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Sparganium angustifolium Michx.",
 "Year 1975-2025"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008290-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15116661
title: Dataset for High-Spatial Resolution Space-Based Observations in the Upper Troposphere and Upper Mesosphere of Wavelike Features Produced by Hurricane Ian.
DOI: 10.5281/zenodo.15467867
title: Dataset for High-Spatial Resolution Space-Based Observations in the Upper Troposphere and Upper Mesosphere of Wavelike Features Produced by Hurricane Ian.
DOI: 10.15468/dl.rh53p5
title: Occurrence Download

description: A dataset containing 5447 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Xiphophorus Heckel, 1848"
 ]
}

 The dataset includes 5447 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008291-250515123054153/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.25712214
title: data_distribution_Terebralia

description: Describing the distribution of species, especially in heterogeneous habitats, should be done at scales allowing the identification of underlying processes causing spatial and temporal patterns. The gastropod <i>Terebralia palustris</i> is an engineer of mangrove ecosystems, a heterogeneous habitat. Our understanding of its distribution is limited and uneven across the western Indo-Pacific. In Mayotte (France, Indian Ocean), its presence has been detected within 13 out of the 29 landward mangrove stands. The degree of spatial patchiness, however, has never been characterized across sites and within its suitable habitat. The aim of this study is to characterize degree of patchiness across sites and between seasons in order to assess the role of habitat amount and quality in explaining the species distribution. For this purpose, the distribution of patches was mapped within 10 mangroves during both the wet and dry seasons of 2021. Our results show that the distribution of <i>T. palustris</i> is both patchy within the landward mangroves and variable seasonally and across mangroves. The larger the landward mangrove, the bigger the number and mean size of patches, while the dry season was characterised by a higher number of smaller patches. These results highlight that both the habitat heterogeneity and availability of the landward portion of mangroves contribute to explaining the species patchiness.
DOI: 10.6084/m9.figshare.25712214.v1
title: data_distribution_Terebralia

description: Describing the distribution of species, especially in heterogeneous habitats, should be done at scales allowing the identification of underlying processes causing spatial and temporal patterns. The gastropod <i>Terebralia palustris</i> is an engineer of mangrove ecosystems, a heterogeneous habitat. Our understanding of its distribution is limited and uneven across the western Indo-Pacific. In Mayotte (France, Indian Ocean), its presence has been detected within 13 out of the 29 landward mangrove stands. The degree of spatial patchiness, however, has never been characterized across sites and within its suitable habitat. The aim of this study is to characterize degree of patchiness across sites and between seasons in order to assess the role of habitat amount and quality in explaining the species distribution. For this purpose, the distribution of patches was mapped within 10 mangroves during both the wet and dry seasons of 2021. Our results show that the distribution of <i>T. palustris</i> is both patchy within the landward mangroves and variable seasonally and across mangroves. The larger the landward mangrove, the bigger the number and mean size of patches, while the dry season was characterised by a higher number of smaller patches. These results highlight that both the habitat heterogeneity and availability of the landward portion of mangroves contribute to explaining the species patchiness.
DOI: 10.15468/dl.bsm4sm
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Sorbus aria (L.) Crantz",
 "Year 1975-2025"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008292-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17863/cam.66304
title: RNAseq and ncRNAseq fastq files to support Minshall et al. 2021

description: Two Illumina Single-End (50) read fastq files, gzip-compressed. “RNAseq.fq.gz” contains the results of sequencing a pooled RNA sample using the manufacturer’s Stranded TrueSeq protocol; “ncRNAseq.fq.gz” contains the results of sequencing the same sample using a modified protocol. A manuscript describing the modified RNA-seq method is to be submitted to BioTechniques shortly.
DOI: 10.34740/kaggle/dsv/11990329
title: Egypt Gold Prices | Daily Updated
DOI: 10.15468/dl.c3s9wj
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geonoma densa"
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040417-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.