cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/pvmyqo
title: Archaeal diversity of Loki's Castle black smokers at the Arctic Mid-Ocean Ridge

description: Hydrothermal vent systems harbor rich microbial communities ranging from aerobic mesophiles to anaerobic hyperthermophiles. Among these, members of the archaeal domain dominate the microbial communities in such extreme environments, partly because of their temperature- and mechanically-resistant membrane lipids. In this study, we use geochemical and molecular microbiological methods to investigate the abundance and diversity of archaea in black smoker chimneys from the newly discovered Loki's Castle hydrothermal vent field on the Arctic Mid-Ocean Ridge (AMOR) with vent fluid temperatures of 317°C and pH of 5.5. Archaeal glycerol dialkyl glycerol tetraether lipids (GDGTs) with 0 to 4 cyclopentane moieties were dominant in all sulfide samples and are most likely derived from both (hyper)thermophilic Euryarchaeota and Crenarchaeota, which are presumably involved in sulfur and iron reduction, as well as methanogenesis. GDGTs with an additional covalent bond between the isoprenoid hydrocarbon chains, so-called H-shaped GDGTs and also containing 0 to 4 cyclopentane rings, were present with similar abundances. These lipids are not often reported, but may be derived from sulfur-reducing members of the Thermococcaceae. Crenarchaeol has been detected in samples derived from the chimney exterior indicating the presence of Thaumarchaeota, involved in ammonia-oxidation (AOA) at lower ambient temperatures. Our observations based on 16S rDNA-based taxonomy and biomarker lipid analysis provide insight into microbial communities thriving within the porous sulfide structures of an active deep-sea hydrothermal vent, where microbial cycling of sulfur, hydrogen and methane predominantly by archaea may be the prevailing biogeochemical processes.
DOI: 10.15468/cjranv
title: Diversity of microbial community (bacteria, micro-eukaryotes and fungi) in the Passage of Lascaux Cave.

description: In the Passage of Lascaux Cave (France), the potential effect of season, mineral substrate and presence of stains was tested on present (DNA) and active (RNA) microbial community with high-throughput sequencing.Three genes markers of microbial diversity were analyzed, the 16S rRNA genes specific for bacteria, the 18S rRNA genes specific for micro-eukaryotes and the second internal transcribed spacer (ITS2) specific for fungi. Sequences corresponding to active microbial community were named with c.
DOI: 10.15468/gzaav6
title: EGB sediment data (raw sequence reads)

description: DNA and RNA from sediment samples collected in the Eastern Gotland Basin
DOI: 10.5281/zenodo.15975345
title: Binding Energies of Interstellar Complex Organic Molecules on Water Ice Surfaces: A Quantum Chemical Investigation

description: This dataset contains the atomic coordinates (in XYZ format) of HF-3c optimized structures of interstellar complex organic molecules (iCOMs) adsorbed on the surfaces of two types of periodic water ice surfaces: proton-ordered crystalline water surface (CWS) and amorphous solid water (ASW). The structures were optimized using the CRYSTAL17 computational code.
DOI: 10.15468/pczorj
title: Enrichment of organohalide respiring bacteria

description: Organohalide respiring bacteria are difficult to enrich and isolate, which can limit research on these important organisms. The goal of this research was to develop a method to rapidly (minutes to days) enrich these organisms from a mixed culture or sediment sample. The method presented herein was based on the hypothesis that organohalide respiring bacteria would be more hydrophobic than other bacteria as a result of their niche dehalogenating hydrophobic compounds. To test this hypothesis, a method was developed to separate putative organohalide respiring bacteria at the interface between a hydrophobic organic solvent and aqueous media. This novel separation technique was tested with a sediment-free culture, a tetrachloroethene-enriched digester culture, and sediment from an uncontaminated lake.
DOI: 10.5281/zenodo.15975346
title: Binding Energies of Interstellar Complex Organic Molecules on Water Ice Surfaces: A Quantum Chemical Investigation

description: This dataset contains the atomic coordinates (in XYZ format) of HF-3c optimized structures of interstellar complex organic molecules (iCOMs) adsorbed on the surfaces of two types of periodic water ice surfaces: proton-ordered crystalline water surface (CWS) and amorphous solid water (ASW). The structures were optimized using the CRYSTAL17 computational code.
DOI: 10.15468/5mtduk
title: Symbiodinium ITS2 Arabian Seas

description: Next-generation sequencing of the ITS2 marker gene was used to assess Symbiodinium community composition and diversity comprising 892 samples from 46 hard and soft coral genera.
DOI: 10.5281/zenodo.16914873
title: Duplicate replication package for "Accounting for Business Income in Measuring Top Income Shares: Integrated Accrual Approach Using Individual and Firm Data from Norway"

description: This package contains the data, programs and instructions to replicate manuscript "Accounting for Business Income in Measuring Top Income Shares: Integrated Accrual Approach Using Individual and Firm Data from Norway" by Annette Alstadsæter, Martin Jacob, Wojciech Kopczuk and Kjetil Telle forthcoming at JEEA
DOI: 10.15468/dl.avcfmp
title: Occurrence Download

description: A dataset containing 701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mimusops coriacea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 701 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008712-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/uhegra
title: Mud volcano Metagenome

description: Mud Volcano
DOI: 10.15468/5z1bdg
title: The Nanoeukaryotic plankton Raw sequence reads

description: This research in molecular biology techniques for research method, on the east sea tiny eukaryotic analyze and evaluate the diversity of plankton, using multidisciplinary technology to create a data platform, environmental impact factors of miniature eukaryotic phytoplankton were discussed.
DOI: 10.15468/nw4yrp
title: dust metagenome Raw sequence reads

description: Evaluating the impact of atmospheric depositions on dinitrogen fixation in the Eastern Mediterranean Sea- A mesocosm approach
DOI: 10.15468/dl.5cuzqc
title: Occurrence Download

description: A dataset containing 1079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gliricidia sepium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1079 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008713-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17184249
title: Psychological Linguistic Framing

description: Psychological Linguistic Framing (PLF) is a universal cognitive–biological audit framework that demonstrates how language does more than shape thought — it regulates emotion, physiology, and behavior. Grounded in psychology, linguistics, neuroscience, AI ethics, and ancient wisdom, PLF reframes communication as a biological lever that alters stress responses, motivation, cooperation, and trust.

 

The white paper introduces PLF’s core components (lexical choice, reframing, priming, anchoring, semantic spotlighting, phonetic framing, and bonding), its functional dimension (sound, progression, direction, outcome, control, and filler functions), and its diagnostic layer (linguistic personality mapping). Together, these mechanisms reveal how framing operates not only across cognition but also through rhythm and physiology.

 

Applications span education, medicine, politics, relationships, AI communication, and coma states — where emotionally charged words trigger measurable biological responses even without conscious awareness. A key contribution is the AI Framing Cycle, which demonstrates how fact anchoring, empathy phrasing, and liability disclaimers create a predictable rhythm in human–AI interaction — with both trust-building potential and ethical risks.

 

By shifting framing from a rhetorical device to a cognitive–perceptual architecture, PLF establishes itself as the first framework to unite psychology, linguistics, biology, and ancient wisdom into a testable model of influence. The conclusion is clear: language is not passive description but architecture and rhythm — the medium through which cognition, health, and society are built, regulated, and controlled.
description: The roots of PLF are not only academic but lived. As a child, I experienced a condition known in my Tongan culture as tāmate vai — literally “taking water” — describing the buildup of fluid around the brain that required medical removal. In medical terms, this is hydrocephalus, where pressure forces the brain to adapt under unusual conditions. Recovery demanded neuroplasticity, rewiring my brain to process language, rhythm, and meaning in unique ways.

 

This personal journey left me with an unusual sensitivity to how words regulate perception, trust, and physiology — the very foundations of PLF. Just as my brain rewired itself biologically, PLF demonstrates how language rewires cognition and emotion, which in turn shape collective behavior and social reality.
DOI: 10.15468/dl.64zmjh
title: Occurrence Download

description: A dataset containing 126982974 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
}

 The dataset includes 126982974 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008676-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/pgkhjb
title: Amino acid addition experiment Metagenome

description: Amino acid addition experiments using freshwater lake bacterioplankton
DOI: 10.15468/dl.g5jawg
title: Occurrence Download

description: A dataset containing 4217481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidoptera",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2023",
 "Country is Netherlands"
 ]
}

 The dataset includes 4217481 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008664-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2lzky3
title: CCDC 2412666: Experimental Crystal Structure Determination

description: Related Article: Xiangwen Tan, Xiaoya Zhuo, Wanqing Wu, Huanfeng Jiang|2025|Org.Lett.|27|9945|doi:10.1021/acs.orglett.5c02889
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mcqg6
title: CCDC 2424338: Experimental Crystal Structure Determination

description: Related Article: Yu Han, Minghui Liu, Yujie Qu, Fuchun Yang, Chengyu Wang, Feng Feng, Jie-Ping Wan|2025|Org.Lett.|27|10168|doi:10.1021/acs.orglett.5c03269
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mx2pb
title: CCDC 2440062: Experimental Crystal Structure Determination

description: Related Article: Tong Zhou, Yu Chen, Xu Yuan, Qiaoqiao Wang, Mingquan Yuan, Jianwu Tian, Yi Jin|2025|J.Org.Chem.|90|12734|doi:10.1021/acs.joc.5c01578
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.8kwsby
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula latifolia",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 129 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008714-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbjfgu
title: Occurrence Download

description: A dataset containing 629 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula latifolia",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 629 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008716-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.drt2dc
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campanula latifolia",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008715-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hx5tn
title: Occurrence Download

description: A dataset containing 1041 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Montanoa hibiscifolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1041 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008717-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13147140
title: Global Genomic Neurofibromatosis Neoplasia
DOI: 10.57780/eca-16c3c92
title: EarthCARE ATLID MSI CTH Level 2B

description: EarthCARE ATLID MSI CTH Level 2B baseline BA
DOI: 10.57780/eca-e25465f
title: EarthCARE ATLID ICE Level 2A

description: EarthCARE ATLID ICE Level 2A baseline BA
DOI: 10.15468/dl.gk575g
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gmelina asiatica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 177 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008718-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17184131
title: Dataset for Hot Topic Detection in Social Media

description: “This dataset was created for research on hot topic detection in social media. It contains preprocessed and annotated data collected from Twitter, designed for evaluating multi-scale Conv1D with attention-based BiLSTM models. The dataset can be used for text classification, topic modeling, and related natural language processing tasks. It accompanies the research article ‘Hot Topic Detection in Social Media using AO–PSO Optimized Multi-Scale Conv1D with Attention BiLSTM’.”
DOI: 10.5281/zenodo.17184132
title: Dataset for Hot Topic Detection in Social Media

description: “This dataset was created for research on hot topic detection in social media. It contains preprocessed and annotated data collected from Twitter, designed for evaluating multi-scale Conv1D with attention-based BiLSTM models. The dataset can be used for text classification, topic modeling, and related natural language processing tasks. It accompanies the research article ‘Hot Topic Detection in Social Media using AO–PSO Optimized Multi-Scale Conv1D with Attention BiLSTM’.”
DOI: 10.15468/dl.2eq68m
title: Occurrence Download

description: A dataset containing 35053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ampullariidae"
 ]
}

 The dataset includes 35053 records from 261 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008719-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vvnpy
title: Occurrence Download

description: A dataset containing 2348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fagus crenata Blume"
 ]
}

 The dataset includes 2348 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078323-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eyhx3z
title: Occurrence Download

description: A dataset listing the 4410 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Isle of Man",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 4410 records were derived from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070182-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cuz5m8
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "Continent is Europe",
 "Country is Sweden",
 "Year 1970-2020",
 "Geometry POLYGON((-10 1.25,170 1.25,170 78,-10 78,-10 1.25))",
 "HasCoordinate is true",
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 71 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021931-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qu2shx
title: Occurrence Download

description: A dataset containing 1652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga umbellifera (Vahl) Steud. ex DC."
 ]
}

 The dataset includes 1652 records from 96 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337068-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sat89s
title: Occurrence Download

description: A dataset containing 36303 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055803-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssranf
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aleuritopteris speciosa Ching & S.K.Wu"
 ]
}

 The dataset's 1 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021933-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcqesq
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Uganda",
 "TaxonKey is Nectarinia purpureiventris (Reichenow, 1893)"
 ]
}

 The dataset includes 316 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337070-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c6nncu
title: Occurrence Download

description: A dataset listing the 1914 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Jersey",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1914 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070184-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvkfrh
title: Occurrence Download

description: A dataset containing 29981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lepus timidus Linnaeus, 1758",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29981 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005235-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrhnbr
title: Occurrence Download

description: A dataset containing 7849 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Inga vera Willd."
 ]
}

 The dataset includes 7849 records from 322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0337072-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucwc6h
title: Occurrence Download

description: A dataset containing 654 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Tricholoma guldenii Mort.Chr.",
 "TaxonKey is Tricholoma guldeniae Mort.Chr."
 ]
}

 The dataset includes 654 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028931-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.