cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6skc5r
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.36096 4.54357,-74.70154 4.68593,-74.98718 4.41214,-74.63562 4.1492,-74.36096 4.54357))",
 "TaxonKey is Icterus chrysater (Lesson, 1844)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 103 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070453-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w97m2v
title: Occurrence Download

description: A dataset containing 57143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Callinectes sapidus Rathbun, 1896"
 ]
}

 The dataset includes 57143 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082467-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxnc9t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kneria auriculata (Pellegrin, 1905)",
 "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 ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024122-250525065834625/datasets/export for details.
DOI: 10.15468/dl.422hrw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schistura shadiwalensis Mirza & Nalbant, 1981"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334931-210914110416597/datasets/export for details.
DOI: 10.15468/dl.t5ghxu
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Ageneiosus magoi Castillo & Brull G., 1989)"
 ]
}

 The dataset includes 53 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013244-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xnkg3d
title: Occurrence Download

description: A dataset containing 12912 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notolabrus tetricus (Richardson, 1840)"
 ]
}

 The dataset includes 12912 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001231-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh5nst
title: Occurrence Download

description: A dataset containing 3783668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((8 49,38 49,38 69,8 69, 8 49))",
 "TaxonKey is one of (Actinopterygii, Holocephali, Sarcopterygii, Myxini, Cephalaspidomorphi, Elasmobranchii)"
 ]
}

 The dataset includes 3783668 records from 289 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334919-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yet72j
title: Occurrence Download

description: A dataset containing 149741 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamium amplexicaule L."
 ]
}

 The dataset includes 149741 records from 1156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001216-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vewfx
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "OccurrenceStatus is one of (Present)",
 "GadmGid is one of (USA)",
 "TaxonKey is one of (Eriocheir sinensis H.Milne Edwards, 1853)",
 {
 "not" : {
 "Issue" : [
 "is one of (Zero coordinate, Geodetic datum invalid, Coordinate invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate accuracy invalid, Footprint SRS invalid, Coordinate precision/uncertainty mismatch, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Continent invalid, Recorded date mismatch, Recorded date invalid, The taxon ID was not found in the checklist, Taxon match none, Depth non numeric, Modified date invalid, Identified date unlikely, Basis of record invalid, Occurrence status unparsable, Individual count conflicts with occurrence status, Georeferenced date invalid, Institution collection mismatch)"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 80 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013245-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.33pf67
title: Occurrence Download

description: A dataset containing 14720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lamarckia aurea (L.) Moench"
 ]
}

 The dataset includes 14720 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001215-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrc7ae
title: Occurrence Download

description: A dataset containing 672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia cyparissias",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 672 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043791-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsh2w8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acheilognathus elongatus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043792-250827131500795/datasets/export for details.
DOI: 10.15468/dl.g5hqnr
title: Occurrence Download

description: A dataset containing 30324 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helictotrichon sedenense"
 ]
}

 The dataset includes 30324 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043789-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymztyr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia cyparissias",
 "Country is Iceland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043793-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fc3wk4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia cyparissias",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043794-250827131500795/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.29452202.v1
title: <b>CTN-0133 (EXPLORE) Pre & Post Survey Theater Testing Dataset and Data Dictionary</b>

description: Improving inclusion and engagement of diverse populations in clinical research can broaden the relevance and translation of research findings into practice. This project will develop a toolkit aimed at advancing inclusion and engagement of diverse and minority populations in clinical research. The toolkit will provide researchers and community partners a guide to taking individual, cultural, and structural perspectives into consideration when proposing clinical research. This project will take place southern New Mexico, an area with a highly diverse population, where many groups are impacted by Opiate Use Disorder and there has been low clinical trial engagement. We will examine, adapt, test, and produce a clinical research engagement toolkit that can be used to enhance engagement in clinical research by addressing both individual and structural barriers to engagement.
DOI: 10.48505/nims.5556
title: MSS data for odor samples

description: The MSS results obtained from analyzing the 94 odor samples prepared using pure solvents.
DOI: 10.15468/dl.95re5p
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BRA.19_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Stilpnia peruviana"
 ]
}

 The dataset includes 459 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043795-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4vm43d
title: Occurrence Download

description: A dataset containing 157615 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyteuma spicatum"
 ]
}

 The dataset includes 157615 records from 949 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043693-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26208/2qyk-6f42
title: Climate solutions journalism

description: This mixed methods examination of climate solutions journalism was conducted in order to understand audience effects of climate solutions news stories as well as goals and challenges of journalists reporting on climate solutions. Study 1 involved a two-wave online experiment that tested the impacts of the evidence and insights components of the solutions journalism framework on efficacy perceptions (self-, collective, and response efficacy) and message perceptions (relevance, argument strength). These perceptions, in turn, were analyzed as predictors of collective climate action intentions, self-reported behavior, and actual solar support behaviors. Study 2 used in-depth qualitative interviews with U.S. environmental journalists producing solutions stories to understand their goals for their work, how directly they pointed to opportunities for action in their stories, how they viewed advocacy at the intersection of climate and solutions reporting, and the challenges they faced covering climate solutions stories.
DOI: 10.15468/dl.59uje5
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bursatella leachii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((40.81373 29.26705, 40.81373 50.94, -6.6 50.94, -6.6 29.26705, 40.81373 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 161 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043796-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17081661
title: Nemosine Nous - Blueprint de Software para Injeção e Sigilo Cognitivo

description: Este dataset apresenta um blueprint conceitual de software para o Sistema Nemosine, incluindo diagrama de fluxo e checklist de validação. O modelo descreve uma arquitetura modular que diferencia o uso de LLMs abertas e locais, aplicando políticas de sigilo rígidas para proteger dados sensíveis. O material inclui:





Diagrama visual do fluxo do sistema.




Checklist de validação em formatos CSV/XLSX, com itens, status e observações.




README com instruções de uso e critérios de aceitação.



O conteúdo não constitui implementação técnica, mas sim um modelo idealizado (blueprint) que pode orientar pesquisas sobre privacidade, governança de LLMs e design de sistemas cognitivos experimentais.
description: This dataset provides a conceptual software blueprint for the Nemosine System, including a flow diagram and a validation checklist. The model describes a modular architecture that distinguishes between open LLMs and local LLMs, applying strict privacy policies to protect sensitive data. The dataset includes:





Visual diagram of the system flow.




Validation checklist in CSV/XLSX formats, with items, status, and comments.




README file with usage instructions and acceptance criteria.



This material is not a technical implementation, but an idealized blueprint intended to guide research on privacy, LLM governance, and the design of experimental cognitive systems.
DOI: 10.5281/zenodo.17081662
title: Nemosine Nous - Blueprint de Software para Injeção e Sigilo Cognitivo

description: Este dataset apresenta um blueprint conceitual de software para o Sistema Nemosine, incluindo diagrama de fluxo e checklist de validação. O modelo descreve uma arquitetura modular que diferencia o uso de LLMs abertas e locais, aplicando políticas de sigilo rígidas para proteger dados sensíveis. O material inclui:





Diagrama visual do fluxo do sistema.




Checklist de validação em formatos CSV/XLSX, com itens, status e observações.




README com instruções de uso e critérios de aceitação.



O conteúdo não constitui implementação técnica, mas sim um modelo idealizado (blueprint) que pode orientar pesquisas sobre privacidade, governança de LLMs e design de sistemas cognitivos experimentais.
description: This dataset provides a conceptual software blueprint for the Nemosine System, including a flow diagram and a validation checklist. The model describes a modular architecture that distinguishes between open LLMs and local LLMs, applying strict privacy policies to protect sensitive data. The dataset includes:





Visual diagram of the system flow.




Validation checklist in CSV/XLSX formats, with items, status, and comments.




README file with usage instructions and acceptance criteria.



This material is not a technical implementation, but an idealized blueprint intended to guide research on privacy, LLM governance, and the design of experimental cognitive systems.
DOI: 10.15468/dl.3ke2f4
title: Occurrence Download

description: A dataset containing 6741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1969",
 "Year is less than or equal to 1969"
 ]
}

 The dataset includes 6741 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043756-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtxv8n
title: Occurrence Download

description: A dataset containing 310584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 310584 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043715-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ctza9
title: Occurrence Download

description: A dataset containing 17646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 17646 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043797-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cghe6
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helleborus purpurascens"
 ]
}

 The dataset includes 1040 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043800-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfp5jr
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 257 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043798-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxputq
title: Occurrence Download

description: A dataset containing 324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neovison vison",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 324 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043799-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75jcjn
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia cyparissias",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043802-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wbfzfs
title: Occurrence Download

description: A dataset containing 32543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helleborus niger"
 ]
}

 The dataset includes 32543 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043801-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3gf34r
title: Occurrence Download

description: A dataset containing 1963 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Columba junoniae Hartert, 1916"
 ]
}

 The dataset includes 1963 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0367380-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hglusr
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.90168 1.13604,-64.09832 1.13604,-64.09832 13.86396,-95.90168 13.86396,-95.90168 1.13604))",
 "HasCoordinate is true",
 "TaxonKey is Nannotrigona mellaria (Smith, 1862)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 455 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012991-200127171203522/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3yb6c
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Egypt",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Culex pipiens Linnaeus, 1758"
 ]
}

 The dataset includes 1517 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119515-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.