cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.spbbg5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.602676 24.612798, 71.52543900000001 24.607221, 71.450125 24.590628, 71.378604 24.563433, 71.312653 24.526312, 71.253905 24.480186, 71.203808 24.426201, 71.16359300000001 24.365694, 71.134241 24.300164, 71.11646 24.23123, 71.110671 24.160594, 71.116995 24.089996, 71.13525799999999 24.021172, 71.164992 23.955815, 71.20545199999999 23.895525, 71.255634 23.841781, 71.31429799999999 23.795896, 71.380003 23.758992, 71.45114100000001 23.73197, 71.52597400000001 23.715488, 71.602676 23.709949, 71.679378 23.715488, 71.754211 23.73197, 71.825349 23.758992, 71.891054 23.795896, 71.949718 23.841781, 71.9999 23.895525, 72.04036000000001 23.955815, 72.070094 24.021172, 72.088357 24.089996, 72.09468099999999 24.160594, 72.088892 24.23123, 72.071111 24.300164, 72.041759 24.365694, 72.001544 24.426201, 71.951447 24.480186, 71.89269899999999 24.526312, 71.82674799999999 24.563433, 71.755227 24.590628, 71.679913 24.607221, 71.602676 24.612798))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000044-260108223611665/datasets/export for details.
DOI: 10.15468/dl.8vjnzx
title: Occurrence Download

description: A dataset containing 371259 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 371259 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000016-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17193702
title: Project Dataset for Delivery Deserts: Mapping, Understanding, and Overcoming Service Challenges

description: Suggested citation: Abbott, S., Kaplan, M., & Heaslip, K. (2025). "Project Dataset for Delivery Deserts: Mapping, Understanding, and Overcoming Service Challenges," Center for Transportation Research, University of Tennessee Knoxville, 10.5281/zenodo.17193702.
DOI: 10.5281/zenodo.17193701
title: Project Dataset for Delivery Deserts: Mapping, Understanding, and Overcoming Service Challenges

description: Suggested citation: Abbott, S., Kaplan, M., & Heaslip, K. (2025). "Project Dataset for Delivery Deserts: Mapping, Understanding, and Overcoming Service Challenges," Center for Transportation Research, University of Tennessee Knoxville, 10.5281/zenodo.17193702.
DOI: 10.15468/dl.pehseg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.64144 24.58859, 71.564218 24.583013, 71.488918 24.566421, 71.417411 24.539226, 71.351473 24.502104, 71.29273499999999 24.455979, 71.242648 24.401993, 71.20244099999999 24.341486, 71.17309400000001 24.275956, 71.155316 24.207022, 71.14952700000001 24.136386, 71.15585 24.065787, 71.174109 23.996964, 71.203838 23.931606, 71.24429000000001 23.871316, 71.294462 23.817572, 71.353115 23.771687, 71.418808 23.734782, 71.48993299999999 23.70776, 71.564752 23.691278, 71.64144 23.685739, 71.71812799999999 23.691278, 71.792947 23.70776, 71.86407199999999 23.734782, 71.929765 23.771687, 71.988418 23.817572, 72.03859 23.871316, 72.079042 23.931606, 72.108771 23.996964, 72.12703 24.065787, 72.133353 24.136386, 72.12756400000001 24.207022, 72.109786 24.275956, 72.080439 24.341486, 72.040232 24.401993, 71.990145 24.455979, 71.93140699999999 24.502104, 71.865469 24.539226, 71.79396199999999 24.566421, 71.71866199999999 24.583013, 71.64144 24.58859))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000046-260108223611665/datasets/export for details.
DOI: 10.6084/m9.figshare.29661263
title: Supplementary materials from an educational study on RE4HCAI and Human-Centered AI Requirements Engineering.

description: This dataset compiles the teaching and research materials used in an educational study conducted with undergraduate students at the Federal University of Amazonas. The study investigated the use of an educational approach to support the teaching of Requirements Engineering for AI-based systems. The instruments were developed and/or adapted to support the teaching-learning process, foster a critical understanding of the RE4HCAI framework guidelines, and collect evidence about the students' experiences.The repository includes:<b>Informed Consent Form</b>: A document signed by the participants describing the objectives of the study, the methodology, voluntary participation, and the use of the collected data for academic and scientific purposes.<b>Lecture Slides</b>: A set of illustrative slides in Portuguese, designed to present the six RE4HCAI guidelines in an accessible way, including practical examples and language appropriate for undergraduate students.<b>Checklist </b>(adapted version): A Portuguese adaptation of the original checklist proposed by Ahmad et al. (2023), reduced from over 100 items to 63 items, with linguistic adjustments and a pedagogical focus to support conceptual understanding and critical classroom discussion. Practical Activity Support Material: Description of a fictitious AI-based system (an academic search portal) created to allow the application of the checklist guidelines in a realistic requirements gathering scenario.<b>Participant Characterization Form</b>: Pre-activity questionnaire to collect participant profile data (e.g., course/semester and familiarity with AI and Requirements Engineering).<b>Evaluation and Feedback Form</b>: Instrument applied after the activity, including specific questions about the guidelines and a general evaluation section to capture perceptions, learning outcomes, difficulties, and suggestions on the use of the framework.These materials can be reused, adapted, or replicated by researchers and instructors interested in critical and human-centered approaches to teaching Requirements Engineering for Artificial Intelligence systems.
DOI: 10.6084/m9.figshare.29661263.v4
title: Supplementary materials from an educational study on RE4HCAI and Human-Centered AI Requirements Engineering.

description: This dataset compiles the teaching and research materials used in an educational study conducted with undergraduate students at the Federal University of Amazonas. The study investigated the use of an educational approach to support the teaching of Requirements Engineering for AI-based systems. The instruments were developed and/or adapted to support the teaching-learning process, foster a critical understanding of the RE4HCAI framework guidelines, and collect evidence about the students' experiences.The repository includes:<b>Informed Consent Form</b>: A document signed by the participants describing the objectives of the study, the methodology, voluntary participation, and the use of the collected data for academic and scientific purposes.<b>Lecture Slides</b>: A set of illustrative slides in Portuguese, designed to present the six RE4HCAI guidelines in an accessible way, including practical examples and language appropriate for undergraduate students.<b>Checklist </b>(adapted version): A Portuguese adaptation of the original checklist proposed by Ahmad et al. (2023), reduced from over 100 items to 63 items, with linguistic adjustments and a pedagogical focus to support conceptual understanding and critical classroom discussion. Practical Activity Support Material: Description of a fictitious AI-based system (an academic search portal) created to allow the application of the checklist guidelines in a realistic requirements gathering scenario.<b>Participant Characterization Form</b>: Pre-activity questionnaire to collect participant profile data (e.g., course/semester and familiarity with AI and Requirements Engineering).<b>Evaluation and Feedback Form</b>: Instrument applied after the activity, including specific questions about the guidelines and a general evaluation section to capture perceptions, learning outcomes, difficulties, and suggestions on the use of the framework.These materials can be reused, adapted, or replicated by researchers and instructors interested in critical and human-centered approaches to teaching Requirements Engineering for Artificial Intelligence systems.
DOI: 10.6084/m9.figshare.29661263.v3
title: Materiais utilizados no experimento educacional do estudo: Ensino de Engenharia de Requisitos para IA Centrada no Ser Humano: Uma Experiência em Sala de Aula com o Framework RE4HCAI

description: Este conjunto reúne os materiais utilizados em um estudo educacional conduzido com estudantes de graduação da Universidade Federal do Amazonas, com o objetivo de investigar o uso do framework RE4HCAI no ensino de Engenharia de Requisitos para sistemas com Inteligência Artificial. Os instrumentos foram desenvolvidos ou adaptados para apoiar o processo de ensino-aprendizagem, promover a compreensão crítica das diretrizes do framework e coletar dados sobre a experiência dos estudantes.Os materiais disponíveis incluem:<b>Termo de Consentimento Livre e Esclarecido</b>: Documento assinado pelos participantes, informando sobre os objetivos da pesquisa, a metodologia utilizada, a voluntariedade da participação e o uso dos dados para fins acadêmicos e científicos.<b>Slides de Apresentação</b>: Conjunto de slides ilustrativos em português, elaborados para apresentar de forma acessível as seis diretrizes do framework RE4HCAI, com exemplos práticos e linguagem adaptada ao público de graduação.<b>Checklist RE4HCAI (versão adaptada):</b>Versão em português do checklist original proposto por Ahmad et al. (2024), reduzido de mais de 100 para 63 itens, com ajustes de linguagem e foco pedagógico, voltado à compreensão conceitual e discussão crítica em sala de aula.<b>Enunciado da Atividade Prática</b>: Descrição de um sistema fictício baseado em IA (portal de busca acadêmica), desenvolvido para possibilitar a aplicação das diretrizes do checklist em um contexto realista de elicitação de requisitos.<b>Formulário de Caracterização</b>: Questionário aplicado antes da atividade prática para levantar dados sobre o perfil dos participantes (curso, período, familiaridade com IA e com Engenharia de Requisitos).<b>Formulário de Avaliação e Feedback</b>: Instrumento utilizado ao final da atividade, com perguntas específicas por diretriz e uma seção de avaliação geral, a fim de captar percepções, aprendizados, dificuldades e sugestões dos estudantes sobre o uso do framework.Esses materiais podem ser reutilizados, adaptados ou replicados por pesquisadores e docentes interessados em explorar abordagens críticas e centradas no ser humano no ensino de Engenharia de Requisitos para sistemas com Inteligência Artificial.
DOI: 10.60707/010t-0q67
title: OREX-803208-102 STEM image
DOI: 10.5281/zenodo.18190520
title: Effect of Thiophene substitution on the Photophysical and biological  properties of Diketopyrrolopyrrole derivatives

description: This dataset contains raw data from the analyses published in the article entitled “Effect of Thiophene substitution on the Photophysical and biological properties of Diketopyrrolopyrrole derivatives" (doi: 10.1016/j.saa.2026.127438) published in Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy.

The raw data were generated during cytotoxicity experiments. The data provided corresponds to the table published in the main article.
DOI: 10.5281/zenodo.18190519
title: Effect of Thiophene substitution on the Photophysical and biological  properties of Diketopyrrolopyrrole derivatives

description: This dataset contains raw data from the analyses published in the article entitled “Effect of Thiophene substitution on the Photophysical and biological properties of Diketopyrrolopyrrole derivatives" (doi: 10.1016/j.saa.2026.127438) published in Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy.

The raw data were generated during cytotoxicity experiments. The data provided corresponds to the table published in the main article.
DOI: 10.15468/dl.x476f7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.549346 24.475073, 71.472194 24.469496, 71.396961 24.452904, 71.325518 24.425709, 71.259638 24.388587, 71.200953 24.342461, 71.150909 24.288476, 71.110737 24.227969, 71.08141500000001 24.162438, 71.063652 24.093503, 71.057866 24.022866, 71.064182 23.952266, 71.082424 23.883442, 71.11212500000001 23.818082, 71.152542 23.757791, 71.202669 23.704045, 71.26127099999999 23.658159, 71.32690700000001 23.621253, 71.39797 23.59423, 71.472724 23.577747, 71.549346 23.572208, 71.625968 23.577747, 71.700722 23.59423, 71.77178499999999 23.621253, 71.83742100000001 23.658159, 71.896023 23.704045, 71.94615 23.757791, 71.98656699999999 23.818082, 72.016268 23.883442, 72.03451 23.952266, 72.040826 24.022866, 72.03504 24.093503, 72.01727700000001 24.162438, 71.987955 24.227969, 71.947783 24.288476, 71.897739 24.342461, 71.839054 24.388587, 71.773174 24.425709, 71.701731 24.452904, 71.626498 24.469496, 71.549346 24.475073))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000048-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18190532
title: Data on hospitalizations, atmospheric variables, and pollutant concentrations to Rio Branco city, collected by the CAIPORA project.

description: This dataset contains disease-specific environmental and health data primarily focusing on the municipality of Rio Branco and its Metropolitan Region in the state of Acre, Brazil. The collection includes files in NetCDF format (.nc) for various conditions, such as malignant neoplasms (e.g., lung, stomach, liver, breast, prostate cancer) and infectious diseases (e.g., meningitis, influenza, leptospirosis, dengue, zika, chikungunya). These files are typically used for environmental modeling and geospatial analysis of health outcomes.
DOI: 10.5281/zenodo.18190533
title: Data on hospitalizations, atmospheric variables, and pollutant concentrations to Rio Branco city, collected by the CAIPORA project.

description: This dataset contains disease-specific environmental and health data primarily focusing on the municipality of Rio Branco and its Metropolitan Region in the state of Acre, Brazil. The collection includes files in NetCDF format (.nc) for various conditions, such as malignant neoplasms (e.g., lung, stomach, liver, breast, prostate cancer) and infectious diseases (e.g., meningitis, influenza, leptospirosis, dengue, zika, chikungunya). These files are typically used for environmental modeling and geospatial analysis of health outcomes.
DOI: 10.15468/dl.w9b2vd
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-92.79189 -19.72792,-29.20811 -19.72792,-29.20811 5.72792,-92.79189 5.72792,-92.79189 -19.72792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ossancora fimbriata"
 ]
}

 The dataset includes 46 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000051-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvx2nz
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((145.11116 -38.55473,145.60106 -38.55473,145.60106 -38.20466,145.11116 -38.20466,145.11116 -38.55473))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Cetacea"
 ]
}

 The dataset includes 425 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000052-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za8xxn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.62531 24.588411, 71.54808800000001 24.582834, 71.47278799999999 24.566242, 71.401281 24.539047, 71.33534299999999 24.501925, 71.276606 24.4558, 71.226518 24.401814, 71.186311 24.341307, 71.156965 24.275777, 71.13918700000001 24.206843, 71.133398 24.136207, 71.13972099999999 24.065608, 71.15797999999999 23.996785, 71.187708 23.931427, 71.228161 23.871137, 71.278333 23.817393, 71.336986 23.771508, 71.40267900000001 23.734603, 71.473803 23.707581, 71.54862199999999 23.691099, 71.62531 23.68556, 71.701998 23.691099, 71.77681699999999 23.707581, 71.84794100000001 23.734603, 71.913634 23.771508, 71.97228699999999 23.817393, 72.022459 23.871137, 72.062912 23.931427, 72.09264 23.996785, 72.110899 24.065608, 72.117222 24.136207, 72.11143300000001 24.206843, 72.093655 24.275777, 72.06430899999999 24.341307, 72.024102 24.401814, 71.974014 24.4558, 71.915277 24.501925, 71.849339 24.539047, 71.777832 24.566242, 71.70253200000001 24.582834, 71.62531 24.588411))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000053-260108223611665/datasets/export for details.
DOI: 10.5281/zenodo.18190540
title: Understanding the role of gut microbiome in the relationship between environment, S. mansoni infection and Cardiovascular risk.

description: This dataset containing sequences generated from a project that was investigating the mediatory effect of the gut microbiome in the link between the environment, Infection and cardiovacular risk. the links to preprints are : https://www.researchsquare.com/article/rs-7053382/v1 and https://www.researchsquare.com/article/rs-7108139/v1.
DOI: 10.15468/dl.aweegz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((71.59710699999999 24.552748, 71.519908 24.547171, 71.44462900000001 24.530579, 71.373142 24.503384, 71.307222 24.466262, 71.248501 24.420136, 71.19842800000001 24.366151, 71.158231 24.305644, 71.12889300000001 24.240114, 71.11112 24.171179, 71.105332 24.100543, 71.11165200000001 24.029944, 71.12990600000001 23.96112, 71.159626 23.895762, 71.200067 23.835472, 71.250225 23.781726, 71.308862 23.735841, 71.374537 23.698936, 71.44564200000001 23.671913, 71.52043999999999 23.655432, 71.59710699999999 23.649893, 71.67377500000001 23.655432, 71.74857299999999 23.671913, 71.819678 23.698936, 71.88535299999999 23.735841, 71.94399 23.781726, 71.994148 23.835472, 72.034589 23.895762, 72.06430899999999 23.96112, 72.08256299999999 24.029944, 72.088883 24.100543, 72.083095 24.171179, 72.06532199999999 24.240114, 72.035983 24.305644, 71.99578700000001 24.366151, 71.945714 24.420136, 71.886993 24.466262, 71.821073 24.503384, 71.74958599999999 24.530579, 71.674307 24.547171, 71.59710699999999 24.552748))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000054-260108223611665/datasets/export for details.
DOI: 10.15468/dl.4nquwh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isurus paucus Guitart, 1966",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057223-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.