cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/80fn-xk48
title: MBTI Augmented Dataset

description: This dataset extends the standard Myers-Briggs Type Indicator (MBTI) dataset, widely available on Kaggle, by incorporating advanced data augmentation techniques leveraging GPT-based Transformers. The augmentation addresses inherent class imbalance and data sparsity issues in the original dataset, significantly enriching the volume and diversity of textual samples while maintaining linguistic and contextual fidelity to the MBTI personality types.The dataset contains augmented textual data for all 16 personality types, ensuring an even distribution across classes to facilitate robust training of machine learning and deep learning models. The augmentation process employs GPT Transformers to generate synthetic text samples based on the linguistic characteristics and behavioral patterns inherent to each personality type. This approach ensures the preservation of semantic coherence and alignment with the psychological traits described by the MBTI framework. The dataset is structured to support both classification and natural language processing tasks, making it an ideal resource for researchers exploring personality prediction, text generation, or related domains. It includes detailed metadata documenting the augmentation process, including parameters and techniques used for generating synthetic samples. By addressing key limitations of the original dataset, this enhanced dataset aims to advance research in personality recognition and text-based psychological analysis.
DOI: 10.15468/dl.erhgga
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pegasidae, Pegasidae, 212414542, 211760145, Pegasidae, 210219199, Pegasidae, PEGASIDAE, 204353019, Pegasidae, 197283543, 212277039, Pegasidae, 208592720, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, 203894262, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, 158151603, Pegasidae, Pegasidae, Pegasidae, Pegasidae, 212282771, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae, Pegasidae Bonaparte, 1831, Pegasidae Bonaparte, 1831, Pegasidae Adams, 1854, 161461676, Pegasidae Bonaparte, 1831, Pegasidae Bonaparte, 1831)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065065-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nz2dv9
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solenostomidae, 158152012, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, 203894413, 210219154, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, 197288784, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, SOLENOSTOMIDAE, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, 212277050, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, 211759338, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae, Solenostomidae Nardo, 1843, Solenostomidae Nardo 1843, 161417731, Solenostomidae Nardo, 1843, Solenostomidae Nardo, 1843, Syngnathidae Rafinesque, 1810)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065067-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.js78eb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Mormodes sotoana Salazar"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065068-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9s6dvn
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (157073524, 210219214, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 209459586, 209346341, 212361049, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 210656724, 205000812, Fistulariidae, Fistulariidae, 197291269, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 209454659, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 158151983, 208592806, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 204357491, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 212282703, Fistulariidae, Fistulariidae, 209458979, Fistulariidae, 212277048, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 203894389, Fistulariidae, 210653868, 211759342, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, 205994185, FISTULARIIDAE, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae, Fistulariidae Stark, 1828, Fistulariidae Stark, 1828, Fistulariidae Stark, 1828, Fistulariidae Stark, 1828, 161417772, Fistulariidae Stark 1828, Fistulariidae Stark, 1828, Fistulariidae Stark, 1828, Fistularidae, Fistularidae, Dactylopteridae Gill, 1861)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065069-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqgk8y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (210219181, 197295320, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, 212386486, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae, Macroramphosidae Bleeker, 1879, Macroramphosidae Bleeker, 1879, Macrorhamphosidae Bleeker, 1879, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae, Macrorhamphosidae Bleeker, 1879, Macrorhamphosidae, Centriscidae Bonaparte, 1831)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((109.5 20.15,117.25 20.15,117.25 24,109.5 24,109.5 20.15))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065070-241126133413365/datasets/export for details.
DOI: 10.15468/dl.xazsnt
title: Occurrence Download

description: A dataset containing 1394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Grus nigricollis Prjevalsky, 1876"
 ]
}

 The dataset includes 1394 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065071-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkjxmf
title: Occurrence Download

description: A dataset containing 1683 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is Canada",
 "TaxonKey is Amanita muscaria (L.) Lam.",
 "DecimalLongitude is -79.3439314990000071,-63.9999979090000011",
 "DecimalLatitude is 45.0000682390000009, 50.0000022050000013"
 ]
}

 The dataset includes 1683 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065072-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bp6t35
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Mormodes tezontle S.Rosillo"
 ]
}

 The dataset includes 13 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065074-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14633532
title: SolarPV maps in Vietnam from 2019 to 2022
DOI: 10.5281/zenodo.14633533
title: SolarPV maps in Vietnam from 2019 to 2022
DOI: 10.5281/zenodo.14633541
title: An observational study of coastal trapped wave scattering in the deep ocean of the Suruga Trough: The role of internal lee waves

description: Data files of the manuscript "An observational study of coastal trapped wave scattering in the deep ocean of the Suruga Trough: The role of internal lee waves".
DOI: 10.5066/p9d443rk
title: Captures and Trapping Effort for Deer Mice (Peromyscus sonoriensis) at Point Reyes National Seashore, California, USA from 2021 to 2022

description: These data represent trapping effort and captures of deer mice at Point Reyes National Seashore, Marin County, California. Deer mice were captured and marked with ear tags to allow identification of individuals. The location of captures can be used in a spatially explicit capture recapture model to estimate density of mice and how mouse density varies by site and habitat type.
DOI: 10.5066/p9axj18m
title: SNP Genotypes for Chylismia brevipes Sampled in the Mojave Desert, 2016-2019

description: These data show multilocus genotypes for Chylismia brevipes sampled from natural populations throughout the Mojave Desert of California, Nevada, and Arizona from 2016 to 2019. The data release contains two variant call format (.vcf) files with Single-nucleotide polymorphism (SNPs) from single-end Restriction-site associated DNA sequencing (RADSeq), which differ in the restriction enzyme used during sequencing. One file contains PstI genotypes, and the other SbfI genotypes.
DOI: 10.5066/p13lisyw
title: Model Sensitivity to Sediment Parameters and Bed Composition in Delft3D: Model Output

description: The sensitivity to sediment parameterization and initial bed configuration on sediment transport processes and morphological evolution are assessed through process-based numerical modeling. Six sensitivity cases using a previously validated model for Dauphin Island, (Alabama) were modeled using Delft3D (developed by Deltares) to understand impacts on bed level morphology, barrier island evolution, and sediment fluxes. Delft3D model output of suspended and bedload sediment fluxes, and final bed levels data are included in this dataset. Model output from six cases (comprised of three sensitivity configurations and two simulation types (deterministic Delft3D, and probabilistic Delft3D mormerge) as forced by 9 climatological wave forcing conditions are included in this data release. All simulations were initialized using the same initial digital elevation model (DEM) with nearshore and island topopbathy dated 2015 (Passeri and others, 2018). Climatological forcing bins were built from a 1979-2020 reanalysis wave record as applied in Jenkins and others, 2020. For further information regarding model input generation, set up, and analysis, refer to Jenkins and others (2020) and Passeri and others (2018).

Jenkins, R.L., III, Long, J.W., Dalyander, P.S., Thompson, D.M., and Mickey, R.C., 2020, Development of a process-based littoral sediment transport model for Dauphin Island, Alabama: U.S. Geological Survey Open-File Report 2020–1011, 43 p., https://doi.org/10.3133/ofr20201011.

Passeri, D.L., Long, J.W., Jenkins, R.L., and Thompson, D.M., 2018, Effects of proposed navigation channel improvements on sediment transport in Mobile Harbor, Alabama: U.S. Geological Survey Open-File Report 2018–1123, 22 p., https://doi.org/10.3133/ofr20181123.
DOI: 10.5066/p147tvzu
title: Mid-Holocene-to-present Modeled (ca., 7,000 to 100 cal. BP) and Reconstructed (ca., 5,900 to 5,436 cal. BP) Temperature for the High-Elevations of the Greater Yellowstone Ecosystem: Derived from a Transient Climate Model and Whitebark Pine Tree-rings

description: In the Rocky Mountains of the Greater Yellowstone Ecosystem (United States), recent melting at a high-elevation (3,091 m asl) ice patch exposed a mature stand of whitebark pine (Pinus albicaulis) trees located ~180 m above modern treeline dating to the mid-Holocene (c. 5,900-5,436 cal y BP +- 51 y). From this subfossil wood record, we contextualize the recent magnitude of warming relative to mid-Holocene conditions and reconstruct changes in climate that resulted in regional ice patch growth and reductions in treeline elevation. Specifically, we developed tree-ring based temperature estimates for subalpine treeline and compare and contextualize this record against a mid-Holocene-to-present (ca., 7,000 to 100 cal. BP) transient climate model.
DOI: 10.5066/p14tdu8a
title: Foothill Yellow-Legged Frog (Rana boylii) 2022 Site and Survey Data In and Near the Footprint of the 2021 Dixie Fire, Northeastern California, USA

description: These data were collected to assess the occurrence of foothill yellow-legged frogs (Rana boylii) in 2022, one year after the 2021 Dixie Fire in northeastern California, USA. The data included herein are those required to replicate the occupancy analysis presented in the manuscript, cited in the larger work. Additional site data are included in the manuscript itself.
DOI: 10.5066/p14uawgb
title: Surface Water and Groundwater Hydrology and Temperature, Beaver Creek, Kenai Peninsula, Alaska, 2022-2023

description: This data release contains measurements from continuous monitors of stream temperature, groundwater temperature, and well water levels, and discrete measurements of discharge and stream shading.
DOI: 10.5066/p13aqx48
title: Environmental DNA qPCR concentration results and environmental covariates from a Montana headwater stream sampled in 2023

description: Environmental DNA quantitative results at the PCR technical replicate level for the target species Arctic Grayling and covariate information associated with these eDNA samples.
DOI: 10.15468/dl.rnec5t
title: Occurrence Download

description: A dataset containing 1454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal, Morocco, France, Algeria, Italy)",
 "TaxonKey is Fumaria agraria Lag."
 ]
}

 The dataset includes 1454 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065077-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tqj56m
title: Occurrence Download

description: A dataset containing 10663457 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-80.92357 -5.16772,-75.35698 -5.16772,-75.35698 1.43241,-80.92357 1.43241,-80.92357 -5.16772))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 10663457 records from 1106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065075-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13144/lil-1221
title: Capacité des communes en hébergement touristique - 2018

description: Les données d'hébergement touristique des communes de France métropolitaine et des DOM (Guadeloupe, Martinique, Guyane et La Réunion) portent sur : le nombre d'hôtels et de chambres dans les hôtels classés selon le nombre d'étoiles ; le nombre de terrains et d'emplacements de camping classés selon le nombre d'étoiles ; le nombre de Villages vacances - Maisons familiales et leur nombre d'unités d'hébergements et de places lit ; le nombre de résidences de tourisme - résidences hôtelières et leur nombre d'unités d'hébergements et de places lit ; le nombre d'auberges de jeunesse - Centres internationaux de séjour (CIS) et centres sportifs et leur nombre d'unités d'hébergements et de places lit. Le fichier contient les donnnées dans la géographie communale au 01/01/2017.
DOI: 10.13144/lil-1222
title: Enquête sur la participation électorale (EPE) - 2017

description: L'enquête de 2017 porte sur les élections présidentielles et législatives. Un échantillon de 45 000 personnes résidant en métropole et inscrits sur des listes de France métropolitaine a été tiré parmi un échantillon de 300 000 électeurs potentiels constitué en mettant en relation le fichier des électeurs et l'échantillon démographique permanent qui rassemble les bulletins d'état civil et les bulletins de recensement d'un échantillon de la population depuis 1968. La participation aux élections a ensuite été relevée par les agents de l'Insee en consultant les listes d'émargement en préfecture dans les dix jours qui suivent le scrutin. Le vote blanc ou nul est un vote, avec émargement de la liste électorale. Il est donc comptabilisé comme une participation. Les caractéristiques sociodémographiques présentes dans les fichiers sont celles déclarées aux recensements.Le millésime 2017 a connu plusieurs ajouts : existence éventuelle d'une procuration, niveau de vie des personnes enquêtées (variable désormais disponible dans l'EDP), données historiques sur le parcours d'inscription électorale des personnes (le nombre d'inscriptions retrouvé pour les personnes depuis 1990 et l'année de la dernière inscription) et aussi une amélioration de la couverture des individus inscrits hors de leur commune de résidence.
DOI: 10.13144/lil-1223
title: Démographie des entreprises et des établissements - 2016

description: Le produit Démographie des entreprises et des établissements est un regroupement de plusieurs produits selon les années. En 2016, sont présents la démographie des entreprises et des établissements pour le champ marchand non agricole, le dénombrement des entreprises et des établissements - champ total (produit disponible en juillet 2018). Les fichiers démographie et dénombrement des entreprises et des établissements contiennent les données sur le parc d'entreprises et d'établissements en activité au 31 décembre 2016 et sur leur renouvellement par les créations d'entreprises et d'établissements enregistrées tout au long de l'année 2016, en France métropolitaine et dans les départements d'outre-mer. Elles sont disponibles en nomenclature d'activité NAF rév. 2 de 2008. Ces données sont issues du REE (Répertoire des entreprises et des établissements) - Sirene (Système Informatique pour le Répertoire des Entreprises et de leurs Établissements).
DOI: 10.13144/lil-1225
title: Enquête d'insertion professionnelle : Licence professionnelle et Master 2007

description: Les étudiants et leurs familles, les enseignants responsables des formations, les pouvoirs publics sont de plus en plus préoccupés par la question des débouchés professionnels à l'issue de l'enseignement supérieur. Pour répondre à ces attentes, l'insertion des étudiants a été inscrite dans la loi d'autonomie des universités comme une mission à part entière de l'université en 2007. Aussi le ministère de l'enseignement supérieur a décidé de centraliser les initiatives locales des universités (observatoires étudiants, responsables de formation…) d'étudier l'insertion de leurs diplômés, ceci afin de garantir un socle méthodologique commun qui assure une certaine indépendance à l'heure où analyser l'insertion professionnelle est de plus en plus considéré comme un des modes d'évaluation des formations. L'enquête sur l'insertion professionnelle des diplômés de 2007 -interrogés 30 mois après l'obtention de leur diplôme de licence professionnelle ou master- nous renseigne sur leur parcours professionnel depuis leur sortie de l'université : informations concernant leur entrée sur le marché du travail ainsi que sur les caractéristiques de leur emploi, ou période de recherche d'emploi.
DOI: 10.15468/dl.2sh4pz
title: Occurrence Download

description: A dataset containing 41844 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex capillaris L."
 ]
}

 The dataset includes 41844 records from 360 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120020-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2em4u
title: Occurrence Download

description: A dataset containing 448091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum dulcamara L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 448091 records from 1639 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120021-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqx7hw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erophila acrocarpa Brenner"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053698-220831081235567/datasets/export for details.
DOI: 10.25549/pcra-c14-252502
title: Unidentified group during National Negro History Week, Saints College?, Mississippi?, [s.d.]

description: [description english/roman)] Unidentified group during National Negro History Week, Saints College, Lexington, Mississippi, [s.d.].
DOI: 10.15468/dl.p7drm5
title: Occurrence Download

description: A dataset containing 13628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ABBBS Bird Banding records from the Australian Antarctic Territory and Heard Island"
 ]
}

 The dataset includes 13628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085581-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.