cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qpzz47
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000663-260129131611470/datasets/export for details.
DOI: 10.7910/dvn/q6j10x
title: Dataset for Efficiency Analysis and Identification of Critical Success Factors in the Development of National Firepower

description: This dataset was created to support an efficiency analysis and the identification of critical success factors related to how countries convert national resources into conventional military capability, using Data Envelopment Analysis and Multiple Linear Regression, respectively. The database compiles information extracted from the Global Firepower (GFP, 2025) and Multidimensional Measures of Militarization (M3) datasets. It includes more than 100 variables for 152 countries, covering the period from 1990 to 2025, and encompasses indicators that may influence military performance across multiple dimensions (economic, financial, social, military, logistical, energy-related, demographic, and geographic).
description: This is the same dataset referred to in Mendeley Data, but deposited in Harvard Dataverse due to specific demands from certain publishers.
DOI: 10.15468/dl.svyz78
title: Occurrence Download

description: A dataset listing the 199 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Amphibia [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Tolima)"
 ]
 }
 ]
}

 The dataset's 199 records were derived from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000668-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uexa8x
title: Occurrence Download

description: A dataset containing 4273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "MediaType is Image",
 "TaxonKey is Ixodes ricinus"
 ]
}

 The dataset includes 4273 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000665-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/phww6f
title: Data - Mortality from hypertensive diseases - WHO

description: Data on deaths by country entered into the joinpoint
DOI: 10.7910/dvn/hbx02z
title: Evaluating Visual Moral Dilemmas in Human and LLMs: Insights from the Moral Machine Experiment

description: Abstract
This study examined how large language models (LLMs) respond to visual moral dilemmas in the context of autonomous vehicles (AVs) and compared their preferences to human baseline patterns established by the Moral Machine Experiment. It examined 44 LLM variants for 13 visual moral machine dilemmas, evaluated the LLM's initial responses to the moral machine, compared baseline data to human responses, and investigated unbiased prompts and interventions. The study found significant differences between LLMs and humans in four dimensions: Status (Cohen's d = 0.428, p =.014), Law (Cohen's d = 0.680, p &lt;.001), Age (Cohen's d = 0.487, p =.006), and Quantity (Cohen's d = -0.382, p =.030), which indicates that LLMs prioritize utility over legal compliance and social status. In addition, LLM families showed significant differences in Action (p =.007), Fitness (p &lt;.001), and Age (p =.029). "Unbiased" prompting resulted in no significant changes (all p &gt;.05), which indicates that moral preferences are deeply embedded in training rather than prompt sensitivity. Finally, interventions (celebrities, historical figures, criminals) had selective effects, with significant changes in species preferences (p =.013, η² =.066) and a statistically non-significant but practically meaningful effect on fitness (p =.059, η² =.044). These findings show that while current LLMs share some similarities with the original moral machine experiment and human data in this study, they additionally show some biases and differences, and deployment in safety-critical AV decision-making requires crucial refinement and further studies.
Keywords: Large Language Models, AI Ethics, Moral Machine Experiment, Autonomous Vehicles, Human-AI Alignment
DOI: 10.15468/dl.8unhch
title: Occurrence Download

description: A dataset containing 5480 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Material citation, Material sample, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Macropus fuliginosus fuliginosus",
 "Year 2004-2026"
 ]
}

 The dataset includes 5480 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000670-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/heb-yv7-c7j
title: Dysphania botrys (L.) Mosyakin & Clemants

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.dna747
title: Occurrence Download

description: A dataset containing 1114002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Canada",
 "Geometry POLYGON((-81.36871 42.85008,-81.12088 42.86316,-81.13324 43.08918,-81.33818 43.09499,-81.36871 42.85008))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1114002 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000661-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18421253
title: Twin Prime DATASET
DOI: 10.5281/zenodo.18421252
title: Twin Prime DATASET
DOI: 10.5281/zenodo.18421254
title: sdf
DOI: 10.15468/dl.54ysd6
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.2_1",
 "TaxonKey is Aradus"
 ]
}

 The dataset includes 86 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000671-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9r2s58
title: Occurrence Download

description: A dataset containing 1619 records in GBIF matching the query:
SELECT
 '607' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND decimalLatitude &gt;= 66.79314043790278
 AND decimalLatitude &lt;= 72.77152049497572
 AND decimalLongitude &gt;= -64.79971620195087
 AND decimalLongitude &lt;= -44.9001961481604
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND (coordinateUncertaintyInMeters &lt;= 100 OR coordinateUncertaintyInMeters IS NULL)
 GROUP BY fish_cell, cell

 The dataset's 1619 records were derived from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000678-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dstmw3
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarias anguillaris"
 ]
}

 The dataset includes 1022 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000672-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/2ryx-nq44
title: Ancient Merv - Sultan Kala

description: The Ancient Merv Project aims to research, protect and conserve the remains of the cities of Merv. In 2011 season, the project undertook an aerial photography exercise to document the great Islamic city of Sultan Kala within Merv. The data made available here was collected by project director Tim Williams using a SwingletCAM fixed-wing UAV, with onboard Canon IXUS 220 HS 12.1 megapixels camera. Collected images were processed by Gai Jorayev using Pix4D mapper software as a single tile in 2018, and geo-TIFF files presented here are the result of that processing. Original georeferenced images were collected at two levels: flying at c.52m altitude above ground level (AGL) for resolution of 2cm per pixel, and flying at at c.105m AGL for 4cm/pixel resolution. Metres above mean sea level (MAMSL) is recorded into Exif data of individual images. Also see: http://doi.org/10.5334/ai.1522t The images are presented here in their original digital folders, representing specific research areas of the site. Accompanying metadata table is presented in text format. Although one single tile of entire coverage is presented here, processing individual areas as separate tiles is more beneficial and the project team relies on those type of tiles for analytical work.
description: Ancient Merv, located in modern-day Turkmenistan, is a succession of cities, now ruins, which are perhaps best known for their association with the Silk Roads. The great Islamic city of Sultan Kala, at times capital of the eastern Islamic world, is the largest of the cities of Merv and was one of the largest cities in the world in the mid-12th century CE. Today, the site is one of the most complex and well-preserved urban archaeological remains in the world and it is part of the Ancient Merv World Heritage Site. The Ancient Merv Project is a collaboration between the Turkmenistan Ministry of Culture and the UCL Institute of Archaeology, and it systematically researches the archaeology of Merv.
description: Photogrammetry - Aerial, Data Derivatives - DSM/Ortho
DOI: 10.15468/dl.etwtae
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "IucnRedListCategory is NT",
 "TaxonKey is Panthera onca",
 "Year 2025-2026"
 ]
}

 The dataset includes 37 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000673-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueavju
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geoemyda spengleri"
 ]
}

 The dataset includes 288 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000675-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z5yrpt
title: Occurrence Download

description: A dataset containing 8048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myrcia"
 ]
}

 The dataset includes 8048 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000676-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/qnb71apbusks
title: MSU Daily Oceanic Precipitation with Limb93 Correction
DOI: 10.5067/tg43ohfx3hpu
title: MSU Ch 4 Daily Lower Stratosphere Temps with Limb93 Correction L3 1 day 2.5 degree x 2.5 degree V001
DOI: 10.5067/m4uwmsuo6bk8
title: MSU Ch 2/3 Daily Lower Troposphere Temps with Limb93 CorrectionL2 1 day 2.5 degree x 2.5 degree V001
DOI: 10.5067/kh7eid3ai7kb
title: MSU Ch 3/4 Daily Upper Troposphere Temps with Limb93 Correction
DOI: 10.15468/dl.wfc4tc
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Orb weaving spiders of Valle del Cauca"
 ]
}

 The dataset includes 729 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000677-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syaykb
title: Occurrence Download

description: A dataset containing 61378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.76911 19.87757,-103.41627 19.87757,-103.41627 20.46572,-103.76911 20.46572,-103.76911 19.87757))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 61378 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000664-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5sn01j18
title: MassIVE MSV000100648 - Mass Spectrometry-Based Workflow Optimization for Lung Proteomics in Beryllium- Related Granulomatous Disease
title: This MassIVE submission contains data-dependent acquisition (DDA) and data-independent acquisition (DIA) mass spectrometry proteomics datasets generated from bronchoalveolar lavage fluid (BALF) and bronchoalveolar lavage (BAL) cells. Samples were processed using standardized proteomics workflows. BAL cells that were cryopreserved or stored as a dry cell pellet were also analyzed and compared via DDA mass spectrometry. DDA data were processed using Proteome Discoverer and FragPipe for peptide and protein identification and spectral library generation. DIA data were analyzed using Proteome Discoverer Chimerys and EncyclopeDIA for quantitative proteomic profiling. Comparative analyses were performed between BALF and BAL cells via Eclipse based workflows and Fusion-based workflows to compare cryopreservation vs dry pellet BAL cells. These datasets support the analyses presented in the associated manuscript and are provided as a public resource for proteomic method development, benchmarking of DDA and DIA workflows, and biological investigation of BALF and BAL cellular proteomes in Beryllium sensitized individuals.
DOI: 10.15468/dl.j8mswy
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Celaenorrhinus leucocera"
 ]
}

 The dataset includes 601 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000680-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17330060
title: The Indus Script: Preliminary Lexical and Functional Decipherment

description: This dataset presents the first integrated lexical and functional framework for deciphering the Indus script, covering 417 standardized glyphs (G001–G417). It proposes consistent semantic groupings across economic, administrative, and ritual domains, grounded in contextual frequency and functional morphology.

The release includes three core components:





Phase 1 High-Frequency Function Matrix (Top 25): a quantitative study of the most recurrent signs and their syntactic co-occurrence.




Phase 2 Clause Typology and Grammar Rules: a structural outline of clause formation, relational markers, and compositional syntax.




Indus Script Master Catalogue (G001–G417): a complete lexicon detailing each glyph’s proposed meaning, form, usage context, and confidence level.



Together these files establish a reproducible foundation for future validation, peer commentary, and comparative epigraphic study.All material is original and released for scholarly use under the CC BY-NC 4.0 license.
DOI: 10.5281/zenodo.18421163
title: The Indus Script: Preliminary Lexical and Functional Decipherment

description: This dataset presents the first integrated lexical and functional framework for deciphering the Indus script, covering 417 standardized glyphs (G001–G417). It proposes consistent semantic groupings across economic, administrative, and ritual domains, grounded in contextual frequency and functional morphology.

The release includes three core components:





Phase 1 High-Frequency Function Matrix (Top 25): a quantitative study of the most recurrent signs and their syntactic co-occurrence.




Phase 2 Clause Typology and Grammar Rules: a structural outline of clause formation, relational markers, and compositional syntax.




Indus Script Master Catalogue (G001–G417): a complete lexicon detailing each glyph’s proposed meaning, form, usage context, and confidence level.



Together these files establish a reproducible foundation for future validation, peer commentary, and comparative epigraphic study.All material is original and released for scholarly use under the CC BY-NC 4.0 license.
DOI: 10.15468/dl.ejq2dq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Brachyponera chinensis",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026557-250811113504898/datasets/export for details.
DOI: 10.15468/dl.5maxbr
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Streptopelia decaocto",
 "Country is Saint Lucia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1041 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026556-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t9wbz
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Monstera siltepecana"
 ]
}

 The dataset includes 286 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026558-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntbk93
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pacifastacus leniusculus",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 305 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026560-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euqjdw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tylochromis intermedius)",
 "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 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026563-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ncr5p
title: Occurrence Download

description: A dataset containing 20516 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ZFMK Ornithology collection"
 ]
}

 The dataset includes 20516 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026562-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkpjhq
title: Occurrence Download

description: A dataset containing 34308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pacifastacus leniusculus",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 34308 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026559-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.djdwcy
title: Occurrence Download

description: A dataset containing 5035 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The comprehensive checklist and extended occurrence and reference datasets of myxomycetes of Ukraine"
 ]
}

 The dataset includes 5035 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026564-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgftzs
title: Occurrence Download

description: A dataset containing 98 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Paratachardina pseudolobata",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 98 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026565-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9rwc5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Paratachardina pseudolobata",
 "OccurrenceStatus is Absent"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026567-250811113504898/datasets/export for details.