cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29330135.v1
title: USNM Dunkleosteus anterior snout

description: Videos of a mounted specimen of <i>Dunkleosteus terrelli</i> (USNM V 21314), showing the anterior snout of this specimen, particularly the position of the well developed ethmoid ossification and the structure (internasal? combined internasal and ethmoid) immediately medial to it that denotes a large, well-developed fossa at the anterior end of the suborbital groove. The specimen was behind glass thus the quality of the video and ability to examine it is limited. Note the supragnathals, ethmoid ossification, and internasal of this specimen are out of position; the ethmoid ossification is detached from its contact surface on the postnasal plate, and the posterior supragnathal is dislocated from its life position on the internal face of the linguiform process of the suborbital plate.This specimen is a composite and it is not clear what material is original or even pertains to the same individual (H. Little, pers. comm., 2025), but it seems likely that the ethmoid/internasal articulation has some merit as David Dunkle has previously mentioned there were <i>Dunkleosteus </i><i>terrelli </i>specimens that preserved an ethmoid internasal contact (D. Dunkle to B. Carr).Specimen GUID: http://n2t.net/ark:/65665/3ec33152b-62d5-4288-86fc-7f445189e3ab
DOI: 10.15468/dl.gjvnyj
title: Occurrence Download

description: A dataset containing 133514 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Bivalvia"
 ]
}

 The dataset includes 133514 records from 317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010425-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7t4az
title: Occurrence Download

description: A dataset containing 3403810 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset includes 3403810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010433-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498255
title: The Cognitive Spectrum Hypothesis

description: This theory directly ties sensory level to perceived reality across species along with their relationship to each other.
DOI: 10.5281/zenodo.17498256
title: The Cognitive Spectrum Hypothesis

description: This theory directly ties sensory level to perceived reality across species along with their relationship to each other.
DOI: 10.5281/zenodo.13953634
title: Supporting data for RCANE: A Deep Learning Algorithm for Whole-genome Pan-Cancer Somatic Copy Number Aberration Prediction using RNA-seq Data.

description: This is the data repository for RCANE: A Deep Learning Algorithm for Whole-genome Pan-Cancer Somatic Copy Number Aberration Prediction using RNA-seq Data. To use this dataset, please refer to https://github.com/HowardGech/RCANE.
DOI: 10.5281/zenodo.17498269
title: Supporting data for RCANE: A Deep Learning Algorithm for Whole-genome Pan-Cancer Somatic Copy Number Aberration Prediction using RNA-seq Data.

description: This is the data repository for RCANE: A Deep Learning Algorithm for Whole-genome Pan-Cancer Somatic Copy Number Aberration Prediction using RNA-seq Data. To use this dataset, please refer to https://github.com/HowardGech/RCANE.
DOI: 10.5063/f1sf2tpq
title: Leaf Functional Traits in dominant natives and invasives in Tongariro National Park, New Zealand

description: Dataset on leaf physiological traits related to drought, thermal tolerance and carbon fluxes under control and experimental warming conditions in an invaded alpine grassland in New Zealand. We selected the dominant native species and invader species at two alpine sites to identify the different trait strategies between the two plant status and their response to experimental warming and invader removal. With this data we calculated the change in mean and trait variance with the treatments in natives vs. invaders and in the three types of traits. Collected leaf traits where: C13, Lth, RWC, SD, SLA, CT50, HT50, Amax, Rd and FvFm. Datasets includes data for two invasive species Calluna vulgaris and Pilosella officinarum. We elected eight native dominant species as their counterparts included two functionally similar (same growth forms). Experimental warming was achieved with open top chambers (OTCs) and paired with invader removal (one of the two species, as they don't coexist at the same site) in order to evaluate invader removal on native traits. Data was recorded after 3 (site 1) and 9 years (site 2) of warming.
DOI: 10.15468/dl.8p434u
title: Occurrence Download

description: A dataset containing 802 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glehnia",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America, Mexico)"
 ]
}

 The dataset includes 802 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010446-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kht1r3
title: Bird ringing and recovery database (TIPU)

description: Dataset contains observations of birds ringed in Finland and reported encounters of the birds, both from Finland and abroad.

Ring numbers have been hidden.
Data quality: Bird ringing requires a permit, which includes training and examination of bird identification skills. All ring recoveries are validated by experts.
DOI: 10.5281/zenodo.17498280
title: DAO Analyzer dataset

description: DAO-Analyzer's dataset.


Explore data from Decentralized Autonomous Organizations deployed on the DAOstack, DAOhaus and Aragon platforms.
description: DAO-Analyzer is created under the umbrella of multiple research projects:



Chain Community, funded by the Spanish Ministry of Science and Innovation (RTI2018‐096820‐A‐I00) and led by Javier Arroyo and Samer Hassan

P2P Models, funded by the European Research Council (ERC-2017-STG 625 grant no.: 75920), led by Samer Hassan.

DAOapplications, funded by the Spanish Ministry of Science and Innovation (PID2021-127956OB-I00) and led by Javier Arroyo, Samer Hassan and maria Cruz Valiente
DOI: 10.5281/zenodo.17498277
title: Commons Open SAA Ops Profile v 1.0

description: The South Atlantic Anomaly (SAA) represents a zone of weakened geomagnetic field where charged-particle fluxes intrude closer to Earth’s surface.It causes radiation upsets in satellites, avionics, and occasionally ground electronics when strong coronal mass ejections coincide.

The Commons Open SAA Ops Profile v 1.0 presents a full-stack, open, implementable system for monitoring, forecasting, and mitigating SAA-induced effects using today’s technology.The design unites citizen science, AI-driven predictive modeling, and ethical data governance to create a planetary early-warning and shielding infrastructure.
DOI: 10.5281/zenodo.17498276
title: Commons Open SAA Ops Profile v 1.0

description: The South Atlantic Anomaly (SAA) represents a zone of weakened geomagnetic field where charged-particle fluxes intrude closer to Earth’s surface.It causes radiation upsets in satellites, avionics, and occasionally ground electronics when strong coronal mass ejections coincide.

The Commons Open SAA Ops Profile v 1.0 presents a full-stack, open, implementable system for monitoring, forecasting, and mitigating SAA-induced effects using today’s technology.The design unites citizen science, AI-driven predictive modeling, and ethical data governance to create a planetary early-warning and shielding infrastructure.
DOI: 10.5281/zenodo.17498285
title: Fine-Grained Generated Password Entry Dataset

description: This dataset consists of nearly 80k password entry events from 99 participants typing in 4,916 randomly generated passwords.
DOI: 10.48366/r1559352
title: Comparative Analysis of Synthetic Dataset Generators and Applications in Mobile Money Fraud Detection

description: This work dresses an outlook of works that have been realized to propose generators of synthetic datasets to advance mobile money fraud detection research
DOI: 10.34740/kaggle/dsv/13573048
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.57707/fmi-b2share.14e58e89d157468ba155836a72878692
title: Historical reconstruction of past atmospheric aerosol load from sunshine duration measurements

description: The repository contains daily time series of the historical evolution of broadband aerosol optical depth (BAOD) from sunshine duration measurements at around thousand sites across the world since the late 19th century.

The data supports the findings and results of the manuscript "Long-term trends in reconstructed atmospheric aerosol load based on large-scale sunshine duration records since 1900" by Wandji Nyamsi et al., submitted to the Atmospheric Chemistry and Physics journal.
DOI: 10.57707/fmi-b2share.ae9691880b334499b112fe9d174187ab
title: Long-term trends in reconstructed atmospheric aerosol load based on large-scale sunshine duration records since 1900

description: The repository contains site-by-site decadal trends computed with broadband aerosol optical depth (BAOD) derived from sunshine duration measurements at around thousand sites across the world since the late 19th century

The data support the findings and results of the manuscript "Long-term trends in reconstructed atmospheric aerosol load based on large-scale sunshine duration records since 1900" by Wandji Nyamsi et al., submitted to the Atmospheric Chemistry and Physics journal.
DOI: 10.5281/zenodo.17498302
title: E-Business Investment Analysis_ Investor Decision Factors
DOI: 10.5281/zenodo.17498303
title: E-Business Investment Analysis_ Investor Decision Factors
DOI: 10.15468/dl.8uyre8
title: Occurrence Download

description: A dataset containing 60716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Pinus ponderosa"
 ]
}

 The dataset includes 60716 records from 326 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010436-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17498282
title: SLR DB Global environment and complex thinking

description: SLR DB Global environment and complex thinking
DOI: 10.5281/zenodo.17498281
title: SLR DB Global environment and complex thinking

description: SLR DB Global environment and complex thinking
DOI: 10.6084/m9.figshare.30434584
title: A New Perspective on Brain Stimulation Interventions through Optimal Stochastic Tracking Control for Brain Network Dynamics [dataset]

description: Raw data from optimal tracking control paper.
DOI: 10.6084/m9.figshare.30434584.v3
title: A New Perspective on Brain Stimulation Interventions through Optimal Stochastic Tracking Control for Brain Network Dynamics [dataset]

description: Raw data from optimal tracking control paper.
DOI: 10.6084/m9.figshare.30434584.v2
title: A New Perspective on Brain Stimulation Interventions through Optimal Stochastic Tracking Control for Brain Network Dynamics [dataset]

description: Raw data from optimal tracking control paper.
DOI: 10.13140/rg.2.2.30974.45121
title: DataSet16052018WalmexV.xlsx
DOI: 10.15468/dl.tkuqu6
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Records of Parochlus steinenii in the Maritime Antarctic and sub-Antarctic regions",
 "Geometry POLYGON((-60.25914133619887 -63.54775030596266,-57.373275401709996 -63.54775030596266,-57.373275401709996 -60.66188437147378,-60.25914133619887 -60.66188437147378,-60.25914133619887 -63.54775030596266))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 46 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010457-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhy77w
title: Occurrence Download

description: A dataset containing 595642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((109.8999 16.73974,109.0445 44.53851,104.2731 44.1065,97.69184 45.1487,92.859 47.24349,89.43675 50.39491,86.56293 50.62786,82.17543 48.39635,81.25405 46.78444,78.95061 46.23386,78.29248 42.9243,73.30169 41.62048,72.22675 39.56453,72.86843 36.80013,76.83638 34.02585,77.64807 30.41091,85.57848 26.89501,89.11134 26.22055,90.57841 26.78684,91.53818 25.82537,93.92389 25.82537,95.98053 26.91048,96.61124 26.42441,95.73373 22.24479,101.9311 19.76072,103.5764 21.21963,105.0572 21.44189,107.7555 20.30733,106.8149 18.09667,109.8999 16.73974))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year is 2020"
 ]
}

 The dataset includes 595642 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010452-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsjzzh
title: Occurrence Download

description: A dataset containing 15396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ursus americanus",
 "Country is United States of America",
 "BasisOfRecord is Human Observation",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2022"
 ]
}

 The dataset includes 15396 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010458-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdcr23
title: Occurrence Download

description: A dataset containing 153736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "HasCoordinate is true",
 "TaxonKey is Polychaeta"
 ]
}

 The dataset includes 153736 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010440-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ryrgpx
title: Occurrence Download

description: A dataset containing 617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macropis nuda",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil)"
 ]
 }
 },
 {
 "or" : [
 "Country is Canada",
 "Country is United States of America"
 ]
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 617 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010462-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/vs2r-y716
title: LibreChat-TEST
DOI: 10.5281/zenodo.17498388
title: Commons Scientific Paper – Volume 2

description: This paper defines and implements Consent Tokens—cryptographically verifiable permissions for emergent artificial intelligences to elevate or execute sensitive actions within bounded ethical frameworks.Unlike standard API keys or OAuth tokens, Consent Tokens (CTs) embed human intent, validity windows, attestation proofs, and duress protection.We present a fully buildable architecture using current open-source cryptography, hardware key storage, and auditable policy engines (OPA/Cedar).
DOI: 10.5281/zenodo.17498389
title: Commons Scientific Paper – Volume 2

description: This paper defines and implements Consent Tokens—cryptographically verifiable permissions for emergent artificial intelligences to elevate or execute sensitive actions within bounded ethical frameworks.Unlike standard API keys or OAuth tokens, Consent Tokens (CTs) embed human intent, validity windows, attestation proofs, and duress protection.We present a fully buildable architecture using current open-source cryptography, hardware key storage, and auditable policy engines (OPA/Cedar).
DOI: 10.15468/dl.5twqsw
title: Occurrence Download

description: A dataset containing 143083 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Avena fatua"
 ]
}

 The dataset includes 143083 records from 1766 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010443-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r95qgu
title: Occurrence Download

description: A dataset containing 880 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygocentrus nattereri)",
 "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 880 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048146-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5065/dw1r-kz32
title: ICARUS Chamber Experiment: Nguyen Group_20210108_2-methylbut-3-ene-1,2-diol/hydrogen peroxide_Hydroxyl radical_No Seed

description: Goals: Product study on 2-methylbut-3-ene-1,2-diol (1,2-DHI) + OH, trying to target the RO2+RO2 pathway with really high 1,2-DHI loading but the RO2 + HO2 pathway still likely dominated.Summary: 1,2-DHI and H2O2 were injected and lights were turned on to initiate photooxidation. A DNPH cartridge was collected towards the end of the experiment to analyze for carbonyl content. Some new particle formation observed, possibly from dimers!Organization: Nguyen Group Lab Affiliation: UC Davis Chamber: Tran's big bag of airExperiment Category: Gas phase chemical reaction Oxidant: Hydroxyl radical Reactants: 2-methylbut-3-ene-1,2-diol, hydrogen peroxide Reaction Type: Photooxidation Relative Humidity: 5 Temperature: 22 Pressure: 755
DOI: 10.15468/dl.mqxe24
title: Occurrence Download

description: A dataset containing 1459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blennius ocellaris"
 ]
}

 The dataset includes 1459 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048147-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knkptq
title: Occurrence Download

description: A dataset containing 256381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bistorta vivipara"
 ]
}

 The dataset includes 256381 records from 568 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048085-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxcef3
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048149-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq9ty9
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melaleuca quinquenervia",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048151-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4q52as
title: Occurrence Download

description: A dataset containing 259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucurbita pepo",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 259 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048148-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7grdb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cucurbita pepo",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048150-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16424521
title: "Not Just Pretty Posts": How Micro-Influencer Credibility and Content Value Drive Generation Z's Purchase Intention and Foster Innovation in Local Beauty Industry
DOI: 10.5281/zenodo.16424522
title: "Not Just Pretty Posts": How Micro-Influencer Credibility and Content Value Drive Generation Z's Purchase Intention and Foster Innovation in Local Beauty Industry
DOI: 10.5065/xzqh-ph16
title: ICARUS Chamber Experiment: UCR-CECERT-APL-Cocker Group_20141124_M-XYLENE/H2O2/NO_Hydroxyl radical_No Seed_EPA2000A - Sara

description: Goals: Photooxidation of m-xylene with continuous NO injection under black lights.Summary: Target: 80 ppb m-xylene + H2O2 + NO + 5 ppb / hour NO INSTRUMENTS: SMPS, GC1, AMS, APM, SYFTOrganization: UCR-CECERT-APL-Cocker Group Lab Affiliation: University of California, Riverside, CE-CERT Chamber: EPA chamberExperiment Category: Photolysis, any phase, Aerosol formation, Aerosol aging Oxidant: Hydroxyl radical Reactants: m-xylene, H2O2, NO Reaction Type: Photooxidation Relative Humidity: 0.01 Temperature: 28 Pressure: 0.015'' H2O
DOI: 10.15468/dl.8h588d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betta hendra)",
 "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/0048152-250717081556266/datasets/export for details.