cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8bdr3x
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aphyosemion cameronense)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 67 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026332-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgdmqk
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Uapaca kirkiana",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 239 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026335-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15799552
title: Synthetic Forecasts of Renewable Energy Supply and Demand across the CONUS: Initial Release (load only)

description: This dataset contains the load data described in the repository located here: 10.5281/zenodo.15776544
DOI: 10.5281/zenodo.15799553
title: Synthetic Forecasts of Renewable Energy Supply and Demand across the CONUS: Initial Release (load only)

description: This dataset contains the load data described in the repository located here: 10.5281/zenodo.15776544
DOI: 10.15468/dl.nksqk5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026334-250811113504898/datasets/export for details.
DOI: 10.15468/dl.82zkwq
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus areschougii"
 ]
}

 The dataset includes 32 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026331-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58053/mapbiomas/tyizrm
title: Coverage statistics by special territories - Settlements - MapBiomas Brasil Collection 10

description: Area data (ha) of land cover class for Settlements from 1985 to 2024, based on MapBiomas Brazil Collection 10.
DOI: 10.15468/dl.pjqpu6
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026336-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ky72mc
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Julbernardia globiflora",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 119 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026338-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzrng4
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astyanax altior)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 123 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026339-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8p5nn4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026341-250811113504898/datasets/export for details.
DOI: 10.15468/dl.5nfjyy
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbascum ambiguum"
 ]
}

 The dataset includes 134 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026340-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxra2d
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((33 27,36 27,36 30,33 30,33 27))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Laurencia, Halodule uninervis, Halophila stipulacea)",
 "Year 2000-2025"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026342-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25921/r145-a513
title: EM304 Water Column Sonar Data Collected During EX2402
DOI: 10.15468/dl.s9d84r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026343-250811113504898/datasets/export for details.
DOI: 10.15468/dl.dbm8fv
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Julbernardia paniculata",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 100 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026344-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7dkht
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026345-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58053/mapbiomas/deyn85
title: Coverage statistics for the Priority Areas for Biodiversity Conservation (MMA) - MapBiomas Brasil Collection 10

description: Area data (ha) of land cover class for the priority areas for biodiversity conservationfrom 1985 to 2024, based on MapBiomas Brazil Collection 10.
DOI: 10.15468/dl.abk7jn
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bagarius bagarius)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 40 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026346-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxna3a
title: Occurrence Download

description: A dataset containing 1640 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Terminalia sericea",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1640 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026347-250811113504898/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.29954513
title: GROWTH PERFORMANCE, CONDITION FACTOR AND SURVIVAL OF NILE TILAPIA (Oreochromis niloticus LINNAEUS 1758) FINGERLINGS RAISED UNDER DIFFERENT PHOTOPERIODS

description: GROWTH PERFORMANCE, CONDITION FACTOR AND SURVIVAL OF NILE TILAPIA (Oreochromis niloticus LINNAEUS 1758) FINGERLINGS RAISED UNDER DIFFERENT PHOTOPERIODS
DOI: 10.6084/m9.figshare.29954513.v1
title: GROWTH PERFORMANCE, CONDITION FACTOR AND SURVIVAL OF NILE TILAPIA (Oreochromis niloticus LINNAEUS 1758) FINGERLINGS RAISED UNDER DIFFERENT PHOTOPERIODS

description: GROWTH PERFORMANCE, CONDITION FACTOR AND SURVIVAL OF NILE TILAPIA (Oreochromis niloticus LINNAEUS 1758) FINGERLINGS RAISED UNDER DIFFERENT PHOTOPERIODS
DOI: 10.15468/dl.gtraxb
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026348-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pj5rhn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Coptodon rendalli",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026349-250811113504898/datasets/export for details.
DOI: 10.15468/dl.nfb5ay
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Naucleopsis",
 "Year 2024-2024"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026350-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16912296
title: Minimal Magnetogenesis: The Role of Inflationary Perturbations and ALPs, and Its Gravitational Wave Signatures
DOI: 10.5281/zenodo.16912297
title: Minimal Magnetogenesis: The Role of Inflationary Perturbations and ALPs, and Its Gravitational Wave Signatures
DOI: 10.5281/zenodo.15101402
title: It's the same but not the same: Do LLMs distinguish Spanish varieties?
title: Es igual pero no es lo mismo: ¿Distinguen los LLMs las variedades del español?

description: Spanish, spoken by over 600 million people, exhibits significant lexical, morphological, and syntactic diversity. Traditional benchmarks often overlook dialectal nuances, leading to biased assessments. This benchmark addresses the gap by focusing on dialectal variation and LLM performance in handling different Spanish dialects.

The Spanish Dialect Benchmark dataset evaluates the ability of LLMs to distinguish and accurately use various Spanish dialects. It addresses the challenge of dialectal bias by presenting 31 multiple-choice questions reflecting regional linguistic variations.

Examples:





¿Cuál suena más natural?





a. «Llegas tarde, vístete y corre». (Peninsular, Chilean Spanish)




b. «Llegas tarde, vístete y córrele». (Antillean, Mexican Spanish)






¿Qué verbo usas para describir la acción de ponerse de pie?





a. levantarse (Rioplatense, Peninsular Spanish)




b. pararse (Antillean, Mexican Spanish)
DOI: 10.5281/zenodo.16908971
title: It's the same but not the same: Do LLMs distinguish Spanish varieties?
title: Es igual pero no es lo mismo: ¿Distinguen los LLMs las variedades del español?

description: Spanish, spoken by over 600 million people, exhibits significant lexical, morphological, and syntactic diversity. Traditional benchmarks often overlook dialectal nuances, leading to biased assessments. This benchmark addresses the gap by focusing on dialectal variation and LLM performance in handling different Spanish dialects.

The Spanish Dialect Benchmark dataset evaluates the ability of LLMs to distinguish and accurately use various Spanish dialects. It addresses the challenge of dialectal bias by presenting 31 multiple-choice questions reflecting regional linguistic variations.

Examples:





¿Cuál suena más natural?





a. «Llegas tarde, vístete y corre». (Peninsular, Chilean Spanish)




b. «Llegas tarde, vístete y córrele». (Antillean, Mexican Spanish)






¿Qué verbo usas para describir la acción de ponerse de pie?





a. levantarse (Rioplatense, Peninsular Spanish)




b. pararse (Antillean, Mexican Spanish)
DOI: 10.5281/zenodo.16752605
title: STEM imaging of La3Te4 samples hot-pressed at different temperatures for grain size analysis

description: Content: STEM imaging for grain size analysis for La3Te4 thermoelectric samples obtained via hot pressing at 900 °C (sample folder labelled with 900 C), 1000 °C (sample folder labelled with 1000 C), and 1100 °C (sample folder labelled with 1100 C).

The Excel file GrainSize.xslx contains the data analysis.

Collection and analysis method: Scanning Transmission Electron Microscopy (STEM) was performed with a Thermo Fisher Titan Themis probe-corrected microscope operated at 300 kV. A STEM probe of convergence angle of 24 mrad was used, and an Annular Bright Field detector with a collection angle between 10 to 16 mrad was employed. These setting were employed to enhance the diffraction contrast between different grains and crystal defects. STEM lamellae were prepared via Ga+ focused ion beam (FIB) in a Scios2 dual beam microscope.

Source article: Duncan Zavanelli, Eleonora Isotta, Ruben Bueno Villoro, Siyuan Zhang, Christina Scheu, Sabah Bux, G. Jeffrey SnyderMetallic Grain Boundary Resistance in the High Temperature Thermoelectric La3Te4,Journal of Materiomics, 2025, 101116, ISSN 2352-8478,https://doi.org/10.1016/j.jmat.2025.101116.(https://www.sciencedirect.com/science/article/pii/S2352847825001066)

 

Funding: Project “MetaSCT: Metamaterials for Thermoelectric Applications - multiscale Structure, Chemistry, Thermal Property relations to uncover the local behavior of grain boundaries” under HORIZON Europe: Marie Skłodowska-Curie Actions Postdoctoral Fellowships (project number 101150912).
DOI: 10.5281/zenodo.16752604
title: STEM imaging of La3Te4 samples hot-pressed at different temperatures for grain size analysis

description: Content: STEM imaging for grain size analysis for La3Te4 thermoelectric samples obtained via hot pressing at 900 °C (sample folder labelled with 900 C), 1000 °C (sample folder labelled with 1000 C), and 1100 °C (sample folder labelled with 1100 C).

The Excel file GrainSize.xslx contains the data analysis.

Collection and analysis method: Scanning Transmission Electron Microscopy (STEM) was performed with a Thermo Fisher Titan Themis probe-corrected microscope operated at 300 kV. A STEM probe of convergence angle of 24 mrad was used, and an Annular Bright Field detector with a collection angle between 10 to 16 mrad was employed. These setting were employed to enhance the diffraction contrast between different grains and crystal defects. STEM lamellae were prepared via Ga+ focused ion beam (FIB) in a Scios2 dual beam microscope.

Source article: Duncan Zavanelli, Eleonora Isotta, Ruben Bueno Villoro, Siyuan Zhang, Christina Scheu, Sabah Bux, G. Jeffrey SnyderMetallic Grain Boundary Resistance in the High Temperature Thermoelectric La3Te4,Journal of Materiomics, 2025, 101116, ISSN 2352-8478,https://doi.org/10.1016/j.jmat.2025.101116.(https://www.sciencedirect.com/science/article/pii/S2352847825001066)

 

Funding: Project “MetaSCT: Metamaterials for Thermoelectric Applications - multiscale Structure, Chemistry, Thermal Property relations to uncover the local behavior of grain boundaries” under HORIZON Europe: Marie Skłodowska-Curie Actions Postdoctoral Fellowships (project number 101150912).
DOI: 10.15468/dl.b55jzs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((7.9186 1.8496,7.918 1.8981,7.6701 2.1458,7.2444 2.1771,6.9224 1.8988,6.9096 1.8496,7.9186 1.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010483-250525065834625/datasets/export for details.
DOI: 10.3886/e231541
title: Replication data for: Heterogeneity, Inattention, and Bayesian Updates

description: We formulate a theory of expectations updating that fits the dynamics of accuracy and disagreement in a new survey of professional forecasters. We document new stylized facts, including the puzzling persistence of disagreement as uncertainty resolves. Our theory explains these facts by allowing for different channels of heterogeneity. Agents produce an initial forecast based on heterogeneous priors and are heterogeneously "inattentive." Updaters use Bayes' rule and interpret public information using possibly heterogeneous models. Structural estimation of our theory supports the conclusion that in normal times heterogeneous priors and inattention are enough to generate persistent disagreement, but not during the crisis.
DOI: 10.3886/e231541v1
title: Replication data for: Heterogeneity, Inattention, and Bayesian Updates

description: We formulate a theory of expectations updating that fits the dynamics of accuracy and disagreement in a new survey of professional forecasters. We document new stylized facts, including the puzzling persistence of disagreement as uncertainty resolves. Our theory explains these facts by allowing for different channels of heterogeneity. Agents produce an initial forecast based on heterogeneous priors and are heterogeneously "inattentive." Updaters use Bayes' rule and interpret public information using possibly heterogeneous models. Structural estimation of our theory supports the conclusion that in normal times heterogeneous priors and inattention are enough to generate persistent disagreement, but not during the crisis.
DOI: 10.15468/dl.m96ep2
title: Occurrence Download

description: A dataset containing 881 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Poland",
 "TaxonKey is Salamandra salamandra (Linnaeus, 1758)"
 ]
}

 The dataset includes 881 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002029-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cd2gw
title: Occurrence Download

description: A dataset containing 12015 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hilaria Kunth"
 ]
}

 The dataset includes 12015 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002030-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnpas9
title: Occurrence Download

description: A dataset listing the 17892 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Cameroon",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset's 17892 records were derived from 210 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002020-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15162364
title: Material suplementar do trabalho: "Entre o Corte e a Consequência: Evidências Temporais e Espaciais dos Impactos Climáticos do Desmatamento na Amazônia Legal".

description: Este repositorio faz publicos todos os algoritmos e códigos de análises utilizados no trabalho entitulado: "Entre o Corte e a Consequência: Evidências Temporais e Espaciais dos Impactos Climáticos do Desmatamento na Amazônia Legal".
DOI: 10.5281/zenodo.15162365
title: Material suplementar do trabalho: "Entre o Corte e a Consequência: Evidências Temporais e Espaciais dos Impactos Climáticos do Desmatamento na Amazônia Legal".

description: Este repositorio faz publicos todos os algoritmos e códigos de análises utilizados no trabalho: "Entre o Corte e a Consequência: Evidências Temporais e Espaciais dos Impactos Climáticos do Desmatamento na Amazônia Legal". Esta versão preliminar ainda não apresenta os codigos de lags temporais.
DOI: 10.15468/dl.zzr4au
title: Occurrence Download

description: A dataset containing 5580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-105.5513 19.23086,-103.31988 18.75035,-103.0105 19.23086,-103.0105 22.36407,-103.1619 22.79193,-106.02523 22.93016,-105.5513 22.36407,-105.5513 19.23086))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus L."
 ]
}

 The dataset includes 5580 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002031-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6kc49
title: Occurrence Download

description: A dataset listing the 26256 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "Country is Ireland"
 ]
}

 The dataset's 26256 records were derived from 866 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002022-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3734r
title: Occurrence Download

description: A dataset containing 2606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0)",
 "TaxonKey is Meles meles (Linnaeus, 1758)"
 ]
}

 The dataset includes 2606 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002034-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.