cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/q2m-wc1-dwm
title: Allium sardoum Moris

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/g47-hw3-h7c
title: Allium cupani Raf.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/r96-pne-3ep
title: Lysimachia arvensis subsp. arvensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/91e-pcp-yft
title: Allium subhirsutum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lxe-v9r-wc1
title: Lysimachia arvensis subsp. arvensis

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.n7m79u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras robustus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009455-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48e6df
title: Occurrence Download

description: A dataset containing 31099 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Margaritifera margaritifera",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 31099 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xzx4e
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptostylis erecta",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 246 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009456-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9wpm5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pedicularis pallidiflora"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009457-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60905/k31evq
title: Esta semana se define apertura de la UdeA

description: &lt;p&gt;El di��logo entre la comisi��n del Alma Mater y la presidencia de la rep��blica arroj�� resultados para retomar las actividades en la universidad. El l��mite para volver a las clases es el 17 de Mayo, si no se retoma o se modifica el calendario, se pierde el semestre. Por otro lado, los directivos invitan a estudiantes y profesores a que demuestren tambi��n su voluntad para retomar las actividades, de lo contrario la problem��tica continuar��.&lt;/p&gt;
description: CONTEXTO DE LA NOTICIA: OEA estudia desarme en AL; emergencia ambiental en municipios de Antioquia; posible cierre de frontera con Venezuela; El gobierno reglamenta la validaci��n del Bachillerato; sin agua barrios del norte de Medell��n.
Noticia del 23 de Abril; ���Autorizadas la reapertura de la UdeA y la UIS. p.1
DOI: 10.15468/dl.tjsxz6
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lychnophora ericoides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 502 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009458-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615079
title: TECHNOLOGIES FOR FORMING SOCIAL MOTIVATION IN PRESCHOOL CHILDREN

description: This article examines contemporary technologies and methodological approaches for developing social motivation in preschool-aged children. Social motivation, defined as the intrinsic drive to engage with others, understand social cues, and participate in collective activities, serves as a fundamental component of child development and school readiness. The research analyzes the theoretical foundations of social motivation formation, explores age-specific characteristics of preschoolers that influence motivational development, and presents evidence-based pedagogical technologies for fostering prosocial behaviors, cooperative skills, and interpersonal competencies. Through systematic analysis of both traditional and innovative approaches including play-based learning, project methods, storytelling techniques, digital technologies, and socio-dramatic activities, this study demonstrates that intentional implementation of structured motivational technologies significantly enhances children's social-emotional development, peer relationships, and readiness for formal education. The article provides practical recommendations for educators, psychologists, and parents working with preschool children in various educational settings.
DOI: 10.5281/zenodo.18615080
title: TECHNOLOGIES FOR FORMING SOCIAL MOTIVATION IN PRESCHOOL CHILDREN

description: This article examines contemporary technologies and methodological approaches for developing social motivation in preschool-aged children. Social motivation, defined as the intrinsic drive to engage with others, understand social cues, and participate in collective activities, serves as a fundamental component of child development and school readiness. The research analyzes the theoretical foundations of social motivation formation, explores age-specific characteristics of preschoolers that influence motivational development, and presents evidence-based pedagogical technologies for fostering prosocial behaviors, cooperative skills, and interpersonal competencies. Through systematic analysis of both traditional and innovative approaches including play-based learning, project methods, storytelling techniques, digital technologies, and socio-dramatic activities, this study demonstrates that intentional implementation of structured motivational technologies significantly enhances children's social-emotional development, peer relationships, and readiness for formal education. The article provides practical recommendations for educators, psychologists, and parents working with preschool children in various educational settings.
DOI: 10.15468/dl.49u52r
title: Occurrence Download

description: A dataset containing 2828 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megalonaias nervosa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 2828 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009460-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9zujcv
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras sarareensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009461-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.frz5yd
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptostylis leptochila",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 165 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009462-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jby57m
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-102.18501 18.02666,-102.19376 18.02079,-102.19941 18.01932,-102.20661 18.01198,-102.20713 18.00416,-102.20404 17.99731,-102.19376 17.99046,-102.18707 17.98655,-102.18861 17.98068,-102.19787 17.97383,-102.19273 17.96698,-102.18656 17.96405,-102.18604 17.95817,-102.1845 17.9386,-102.1845 17.9386,-102.17712 17.93814,-102.17341 17.93131,-102.16184 17.92797,-102.14689 17.93469,-102.13588 17.93777,-102.1369 17.95932,-102.13939 17.97006,-102.15904 17.97951,-102.17464 17.98782,-102.18118 18.0008,-102.18304 18.01334,-102.18501 18.02666))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009463-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615086
title: Assignment 2

description: Practice using Jupyter basic functions from labs 1a and 1b-- both in one Jupyter notebook. From Week 1, Tuesday afternoon, 1/27/26.
DOI: 10.5281/zenodo.18615085
title: Assignment 2

description: Practice using Jupyter basic functions from labs 1a and 1b-- both in one Jupyter notebook. From Week 1, Tuesday afternoon, 1/27/26.
DOI: 10.15468/dl.v7qzrx
title: Occurrence Download

description: A dataset containing 2111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macairea radula",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2111 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009464-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qne8jb
title: Occurrence Download

description: A dataset containing 4685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obliquaria reflexa",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 4685 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009466-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wawewg
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pedicularis verticillata caespitosa"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009467-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tjasrw
title: Occurrence Download

description: A dataset containing 402928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 46718b9b-f349-439e-bab5-3fd4200b66f7",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Locality is not null"
 ]
}

 The dataset includes 402928 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009454-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3n5545
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - United States (Contiguous) (ver.2.0, 2022)"
 ]
}

 The dataset includes 8527 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009468-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twqscr
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras schwartzi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009469-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18615107
title: THE ARTISTIC CONTINUITY OF ALISHER NAVOI'S LITERARY TRADITION IN OGAHIY'S CREATIVE HERITAGE

description: This article examines the artistic interpretation and continuity of Alisher Navoi’s literary traditions in the works of the nineteenth-century Uzbek poet Ogahiy. Emphasizing the concept of literary succession within classical Central Asian poetry, the study explores how Ogahiy not only preserved Navoi’s thematic, stylistic, and philosophical foundations but also reinterpreted them in accordance with the socio-cultural realities of his time. Through an analysis of poetic forms, imagery, intertextual devices, and philosophical motifs, the research demonstrates that Ogahiy’s engagement with Navoi’s legacy represents a dynamic process of preservation and innovation. The findings confirm that Navoi’s artistic system functioned as a foundational framework for later poets, ensuring the continuity and enduring relevance of Uzbek classical literature.
DOI: 10.5281/zenodo.18615108
title: THE ARTISTIC CONTINUITY OF ALISHER NAVOI'S LITERARY TRADITION IN OGAHIY'S CREATIVE HERITAGE

description: This article examines the artistic interpretation and continuity of Alisher Navoi’s literary traditions in the works of the nineteenth-century Uzbek poet Ogahiy. Emphasizing the concept of literary succession within classical Central Asian poetry, the study explores how Ogahiy not only preserved Navoi’s thematic, stylistic, and philosophical foundations but also reinterpreted them in accordance with the socio-cultural realities of his time. Through an analysis of poetic forms, imagery, intertextual devices, and philosophical motifs, the research demonstrates that Ogahiy’s engagement with Navoi’s legacy represents a dynamic process of preservation and innovation. The findings confirm that Navoi’s artistic system functioned as a foundational framework for later poets, ensuring the continuity and enduring relevance of Uzbek classical literature.
DOI: 10.5281/zenodo.18615063
title: A Data Archive for Marsh Units of the Albemarle Pamlico Estuarine System
DOI: 10.5281/zenodo.18615062
title: A Data Archive for Marsh Units of the Albemarle Pamlico Estuarine System
DOI: 10.15468/dl.bdmrxv
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclopogon lindleyanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 10 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009470-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rxx3x
title: Occurrence Download

description: A dataset containing 3316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Marcetia taxifolia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3316 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009471-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5qwew
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Geodetic datum assumed WGS84, Coordinate rounded, Country derived from coordinates, Continent derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Noctilio leporinus",
 "Year 1970-2000"
 ]
}

 The dataset includes 559 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009472-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5h7q4f
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Obovaria arkansasensis",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 217 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009473-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18375933
title: Annotated Simulation-Based Traffic Dataset of Automated Vehicle Fleets Operating in Highly Constrained Environments: Underground Mines as a Case Study

description: Dataset and generated maps

The dataset contains traffic simulation outputs for automated vehicle (AV) fleets operating in underground mining environments.

The main CSV file includes 2034 rows and 110 columns. Each row represents a single AV within a specific simulation scenario. In total, the dataset covers 488 unique scenarios, varying across two levels of map connectivity, ten position configurations, and two fleet sizes. Columns include scenario descriptors and computed performance indicators, such as Path Overlap Density (POD)-based metrics, path length, and corresponding target performance values.

The dataset also includes a ZIP folder containing 50 generated maps in PNG format, based on an underground mining layout, that were used in the simulations.

Tools used to generate the data





A custom map generator for underground road networks




ORU Coordination Framework, a centralized planning and coordination platform for multi-vehicle fleets
DOI: 10.5281/zenodo.18375934
title: Annotated Simulation-Based Traffic Dataset of Automated Vehicle Fleets Operating in Highly Constrained Environments: Underground Mines as a Case Study

description: Dataset and generated maps

The dataset contains traffic simulation outputs for automated vehicle (AV) fleets operating in underground mining environments.

The main CSV file includes 2034 rows and 110 columns. Each row represents a single AV within a specific simulation scenario. In total, the dataset covers 488 unique scenarios, varying across two levels of map connectivity, ten position configurations, and two fleet sizes. Columns include scenario descriptors and computed performance indicators, such as Path Overlap Density (POD)-based metrics, path length, and corresponding target performance values.

The dataset also includes a ZIP folder containing 50 generated maps in PNG format, based on an underground mining layout, that were used in the simulations.

Tools used to generate the data





A custom map generator for underground road networks




ORU Coordination Framework, a centralized planning and coordination platform for multi-vehicle fleets
DOI: 10.5281/zenodo.18615020
title: Antho-Tech

description: Epistemology Project. 

 

"This document represents the first structured output of an ongoing collaborative inquiry between a human pattern-recognizer and an AI system. It is not a finished theory. It is a living framework—raw in places, rigorous in others, always subject to revision.

The methodology emerged organically: beginning with a single historical example (fetal pain dismissed by medical consensus despite mothers’ direct knowledge), and expanding through cross-domain pattern recognition to identify structural mechanisms by which consensus reality suppresses, dismisses, or co-opts forms of knowing that threaten existing power arrangements. "
DOI: 10.5281/zenodo.18615019
title: Antho-Tech

description: Epistemology Project. 

 

"This document represents the first structured output of an ongoing collaborative inquiry between a human pattern-recognizer and an AI system. It is not a finished theory. It is a living framework—raw in places, rigorous in others, always subject to revision.

The methodology emerged organically: beginning with a single historical example (fetal pain dismissed by medical consensus despite mothers’ direct knowledge), and expanding through cross-domain pattern recognition to identify structural mechanisms by which consensus reality suppresses, dismisses, or co-opts forms of knowing that threaten existing power arrangements. "
DOI: 10.15468/dl.uuzrwe
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydoras semiaquilus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009476-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.