cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9tvt8g
title: Occurrence Download

description: A dataset containing 1 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 Euroscaptor parvidens (Miller, 1940)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073953-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kr2852
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bergenia ciliata Stein",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315694-200613084148143/datasets/export for details.
DOI: 10.15468/dl.hvlsm8
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lessonia oreas (P.L.Sclater & Salvin, 1869)",
 {
 "or" : [
 "Country is Chile",
 "Country is Argentina",
 "Country is Bolivia (Plurinational State of)",
 "Country is Peru"
 ]
 },
 "Year is greater than or equal to 2005"
 ]
}

 The dataset includes 867 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008762-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdxegu
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Umbilicaria hirsuta (Sw. ex Westr.) Hoffm.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002343-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqzrps
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum francisci Chocce, Hágsater & M.E.Acuña"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161266-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x7mp8a
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum crabro (C.S.P.Parish & Rchb.f.) J.J.Verm., Schuit. & de Vogel"
 ]
}

 The dataset includes 72 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073969-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57xz65
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Congo, Democratic Republic of the",
 "Country is Gabon",
 "Country is Angola",
 "Country is Cameroon",
 "Country is Congo",
 "Country is Equatorial Guinea"
 ]
 },
 "TaxonKey is Dalbergia pachycarpa (De Wild. & T.Durand) Ulbr. ex De Wild."
 ]
}

 The dataset includes 189 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255086-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k48hsb
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Daubentonia madagascariensis (Gmelin, 1788)"
 ]
}

 The dataset includes 144 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008762-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q0vro
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Molgula pedunculata (Herdman, 1881)",
 "Country is Antarctica",
 "Geometry POLYGON((-108.28125 -56.559482,-108.28125 -80.760614,-48.515625 -80.760614,-48.515625 -56.559482,-108.28125 -56.559482))"
 ]
}

 The dataset includes 134 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008762-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x6eha
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bremeria trichophlebia (Baker) Razafim. & Alejandro"
 ]
}

 The dataset includes 127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073962-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77u7pn
title: Occurrence Download

description: A dataset containing 10410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Passiflora incarnata L."
 ]
}

 The dataset includes 10410 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195379-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mleozy
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinguicula laueana Speta & F.Fuchs"
 ]
}

 The dataset includes 18 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007768-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re7emb
title: Occurrence Download

description: A dataset containing 2021 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.075 52.825,6.125 52.825,6.125 52.875,6.075 52.875,6.075 52.825))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 2021 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307170-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2lno4
title: Occurrence Download

description: A dataset containing 760 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepisosteus platostomus Rafinesque, 1820"
 ]
}

 The dataset includes 760 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007768-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezr84t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heleia crassirostris",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026617-250827131500795/datasets/export for details.
DOI: 10.15468/dl.uk32zk
title: Occurrence Download

description: A dataset containing 6737033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "Year 1000-2025"
 ]
}

 The dataset includes 6737033 records from 880 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026594-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/fwicss
title: Data Management and Sharing Plan for: CAREER:3D dynamic network with bioelectrical and biomolecular interface for long-term communications with brain organoids

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.d9zsm3
title: Occurrence Download

description: A dataset containing 64 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles gambiae",
 "Year 2025-2025"
 ]
}

 The dataset includes 64 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026618-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zvhhg
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia inconspicua, Nitzschia lancettula, Nitzschia rautenbachiae, Nitzschia siliqua, Nitzschia supralitorea, Nitzschia valdecostata, Planothidium lanceolatum, Tryblionella gracilis, Encyonopsis cesatii, Gomphonema angustatum, Mayamaea atomus, Navicula amphiceropsis, Nitzschia rosenstockii, Planothidium rostratum, Stauroneis submarina, Achnanthes coarctata, Nitzschia angustatula, Pinnularia lundii, Navicula kotschyi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026619-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaevyh
title: Occurrence Download

description: A dataset containing 6464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteronotropis"
 ]
}

 The dataset includes 6464 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026622-250827131500795/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.30053572
title: Language and Identity: English as a Marker of Social Class in Bangladesh

description: This study investigates how English proficiency serves as linguistic capital, reinforcing social stratification in urban Bangladesh. Using Bourdieu's framework of symbolic power and thematic discourse analysis of media, policy documents, job advertisements, and social media content (2022-2025), this research reveals how English serves as both a gateway to elite opportunities and a barrier perpetuating class divisions. The analysis demonstrates that Bangladesh's three-tiered education system, comprising English-medium, Bangla-medium, and madrasah schools, systematically reproduces social inequality, with English-medium graduates securing 93% of corporate positions, while Bangla-medium students face limited mobility. Findings reveal that "standard" English is valorized over local varieties, creating linguistic hierarchies that mirror colonial legacies and contemporary neoliberal demands. Social media platforms amplify these dynamics, as urban youth strategically deploy English to signal modernity and cosmopolitan identity, while those lacking proficiency experience exclusion and linguistic anxiety. The study concludes that English functions as a form of symbolic violence, legitimizing educational and professional gatekeeping while marginalizing speakers of local languages. These findings underscore the need for inclusive language policies that foster multilingual competence without compromising cultural identity, thereby ensuring equitable access to global opportunities while preserving linguistic diversity in postcolonial Bangladesh.
DOI: 10.6084/m9.figshare.30053572.v1
title: Language and Identity: English as a Marker of Social Class in Bangladesh

description: This study investigates how English proficiency serves as linguistic capital, reinforcing social stratification in urban Bangladesh. Using Bourdieu's framework of symbolic power and thematic discourse analysis of media, policy documents, job advertisements, and social media content (2022-2025), this research reveals how English serves as both a gateway to elite opportunities and a barrier perpetuating class divisions. The analysis demonstrates that Bangladesh's three-tiered education system, comprising English-medium, Bangla-medium, and madrasah schools, systematically reproduces social inequality, with English-medium graduates securing 93% of corporate positions, while Bangla-medium students face limited mobility. Findings reveal that "standard" English is valorized over local varieties, creating linguistic hierarchies that mirror colonial legacies and contemporary neoliberal demands. Social media platforms amplify these dynamics, as urban youth strategically deploy English to signal modernity and cosmopolitan identity, while those lacking proficiency experience exclusion and linguistic anxiety. The study concludes that English functions as a form of symbolic violence, legitimizing educational and professional gatekeeping while marginalizing speakers of local languages. These findings underscore the need for inclusive language policies that foster multilingual competence without compromising cultural identity, thereby ensuring equitable access to global opportunities while preserving linguistic diversity in postcolonial Bangladesh.
DOI: 10.15468/dl.sk3nmm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus plumarius",
 "Country is Costa Rica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026623-250827131500795/datasets/export for details.
DOI: 10.15468/dl.c8htx3
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus plumarius",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026624-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/00325ccc4ba2745b744b286636e5ad3e
title: Plant and root biomass, nitrogen, carbon, and phosphorus concentrations in a mesic acidic tussock tundra experimental site established in 1981(MAT81) and harvested in 2015, Arctic LTER, Toolik Lake, Alaska.

description: Plant and root biomass, nitrogen, carbon, and phosphorus were measured in 2015 in the Arctic LTER tussock tundra experimental site (MAT81). This site was established in 1981 and has been harvested in previous years (see Shaver and Chapin Ecological Monographs, 61(1), 1991, pp.1-31, https://doi.org/10.2307/1942997). Data tables include the biomass for each harvested quadrat and block summaries for percent carbon, nitrogen, and phosphorus for control and fertilized plots from the original 4-block design. New control plots, established in 2015, are in a separate data table and include biomass, percent carbon, nitrogen, and phosphorus for each quadrat.
DOI: 10.15468/dl.j7gjdg
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus plumarius",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026625-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6cn9wu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.80371 5.87916,-75.23648 5.87916,-75.23648 6.54655,-75.80371 6.54655,-75.80371 5.87916))",
 "HasGeospatialIssue is false",
 "TaxonKey is Terminalia oblonga"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026626-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5hq5t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((45.7252 -9.5538, 46.1382 -10.1057, 46.1382 -8.8989, 45.8555 -9.026, 45.7252 -9.5538))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026627-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8he94v
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.79629 5.9064,-75.25821 5.9064,-75.25821 6.51773,-75.79629 6.51773,-75.79629 5.9064))",
 "HasGeospatialIssue is false",
 "TaxonKey is Theobroma cacao"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026628-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17055508
title: AI-Generated Therapeutic Conversations

description: This dataset provides therapist-client onversations in four languages (english, spanish, portuguese, and french) where it can help to identify speakers, language, arousal, and therapeutic_context. 

Each utterance is labeled for speaker, language, sentiment, valence/arousal, and therapeutic_context—useful for speaker ID, language ID, and emotion/context modeling. 

Labels



speaker_label: int

language: en | es | pt | fr

sentiment_label: POSITIVE=0, NEGATIVE=1, NEUTRAL=2, MIXED=3

valence: POSITIVE=0.7, NEGATIVE=-0.7, NEUTRAL=0.0, MIXED=-0.2

arousal: float


Note: Annotations were generated with claude-3-5-haiku-20241022.
DOI: 10.5281/zenodo.17055509
title: AI-Generated Therapeutic Conversations

description: This dataset provides therapist-client onversations in four languages (english, spanish, portuguese, and french) where it can help to identify speakers, language, arousal, and therapeutic_context. 

Each utterance is labeled for speaker, language, sentiment, valence/arousal, and therapeutic_context—useful for speaker ID, language ID, and emotion/context modeling. 

Labels



speaker_label: int

language: en | es | pt | fr

sentiment_label: POSITIVE=0, NEGATIVE=1, NEUTRAL=2, MIXED=3

valence: POSITIVE=0.7, NEGATIVE=-0.7, NEUTRAL=0.0, MIXED=-0.2

arousal: float


Note: Annotations were generated with claude-3-5-haiku-20241022.
DOI: 10.6084/m9.figshare.30053614
title: PEM_stacked FOR SHARING.xlsx

description: Here are the primary outcome data for this trial: https://doi.org/10.1186/ISRCTN16033549
DOI: 10.6084/m9.figshare.30053614.v1
title: PEM_stacked FOR SHARING.xlsx

description: Here are the primary outcome data for this trial: https://doi.org/10.1186/ISRCTN16033549
DOI: 10.15468/dl.rkxdda
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nitzschia inconspicua, Nitzschia lancettula, Nitzschia rautenbachiae, Nitzschia siliqua, Nitzschia supralitorea, Nitzschia valdecostata, Planothidium lanceolatum, Tryblionella gracilis, Encyonopsis cesatii, Gomphonema angustatum, Mayamaea atomus, Navicula amphiceropsis, Nitzschia rosenstockii, Planothidium rostratum, Stauroneis submarina, Achnanthes coarctata, Nitzschia angustatula, Pinnularia lundii, Navicula kotschyi)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 53 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026630-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6qsq6y
title: Occurrence Download

description: A dataset containing 732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ehrharta erecta",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 732 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026629-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtca9e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heleia wallacei",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026631-250827131500795/datasets/export for details.
DOI: 10.15468/dl.qgp6xf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amiidae",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 {
 "or" : [
 "Country is Germany",
 "Country is Austria",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026635-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.