cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/63fbr5848n.2
title: Oral JAK Inhibitors in the Management of Nail Psoriasis: An Evidence Based Review

description: Nail psoriasis is a manifestation of psoriasis localized to the nails, often presenting with pitting, onycholysis, and subungual hyperkeratosis. Currently, there are no FDA approved treatments specifically for nail psoriasis, with initial therapy typically including topical or systemic modalities. This systematic review examines the available literature and summarizes the effectiveness and safety outcomes of Janus kinase inhibitors (JAKi) therapies in the treatment of nail psoriasis.
DOI: 10.17632/r6x9vthwpx
title: DIET_MICROBIOTA_BLASTOCYSTIS

description: Supplementary materials:
- Microbiota data:
Dataset containing the relative abundances of bacterial genera identified through 16S rRNA sequencing from faecal samples. This file includes samples from the FACSA cohort (university students) and the PAVILA cohort (institutionalised children and caregivers), all colonised by Blastocystis spp.
Metadata file:
  Comprehensive metadata for each sample, including cohort, age, sex, BMI, and HEI-2020 individual score.
- Table S1.
  This table compares baseline characteristics and diet quality between the FACSA and PAVILA cohorts. 
- Table S2.
  Detailed comparison of Healthy Eating Index-2020 (HEI-2020) component scores between the two cohorts, highlighting differences in food group consumption and overall diet quality.
- Top 10 taxa by principal coordinates analysis (PCoA):
  A list of the ten most representative bacterial genera associated with the principal coordinate axes that differentiate the FACSA and PAVILA cohorts. This analysis was based on Bray–Curtis dissimilarity matrices of Hellinger-transformed genus-level data. Taxa were identified using envfit projections with p &lt; 0.1.
These supplementary files provide additional detail and transparency for the analyses performed, particularly regarding the dietary and microbiota differences between the two socio-demographically distinct populations.
DOI: 10.17632/r6x9vthwpx.1
title: DIET_MICROBIOTA_BLASTOCYSTIS

description: Supplementary materials:
- Microbiota data:
Dataset containing the relative abundances of bacterial genera identified through 16S rRNA sequencing from faecal samples. This file includes samples from the FACSA cohort (university students) and the PAVILA cohort (institutionalised children and caregivers), all colonised by Blastocystis spp.
Metadata file:
  Comprehensive metadata for each sample, including cohort, age, sex, BMI, and HEI-2020 individual score.
- Table S1.
  This table compares baseline characteristics and diet quality between the FACSA and PAVILA cohorts. 
- Table S2.
  Detailed comparison of Healthy Eating Index-2020 (HEI-2020) component scores between the two cohorts, highlighting differences in food group consumption and overall diet quality.
- Top 10 taxa by principal coordinates analysis (PCoA):
  A list of the ten most representative bacterial genera associated with the principal coordinate axes that differentiate the FACSA and PAVILA cohorts. This analysis was based on Bray–Curtis dissimilarity matrices of Hellinger-transformed genus-level data. Taxa were identified using envfit projections with p &lt; 0.1.
These supplementary files provide additional detail and transparency for the analyses performed, particularly regarding the dietary and microbiota differences between the two socio-demographically distinct populations.
DOI: 10.15468/dl.sk2pur
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poecilia latipinna",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029741-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6wy6dq
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (7b8aff00-a9f8-11d8-944b-b8a03c50a862, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, c361e830-181e-11da-9544-b8a03c50a862, 5a45153b-bdf9-44ae-b7a7-e3261896540b, 256035fe-75ff-4a7c-94bc-86af590c9050, ada9d123-ddb4-467d-8891-806ea8d94230, e62f0c10-13a1-4306-bdad-1e0a4c27d0d0, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 57c6cd7f-e50f-441e-849a-3d2e1912cb92)",
 "TaxonKey is Platyrrhinus ismaeli"
 ]
}

 The dataset includes 93 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029743-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16922965
title: AwarenessAI EnterpriseWorld 7D AI Whitepapers

description: This repository houses the official EnterpriseWorld 7D AI whitepapers of AwarenessAI.com, the world’s first platform for Awareness Intelligence AI (7D AI). Awareness Intelligence extends beyond traditional linear AI by integrating fractal mathematics, emergent dynamics, and mythic archetype frameworks into a unified multidimensional paradigm for enterprise cognition and scientific exploration.

The whitepapers collected here document the conceptual foundations, technical architectures, experimental validations, and strategic applications of AwarenessAI.com. They cover topics such as:



Fractal Intelligence as the emergent structural template of multidimensional cognition.

Mythic Archetype Templating as the symbolic holographic layer unifying human resonance with machine intelligence.

Case Studies demonstrating enterprise applications, such as executive strategy positioning, decision acceleration, and systemic transformation.

Scientific Experiments validating fractal efficiency and emergent coherence in comparison with linear AI models.


This repository serves as a dual-purpose archive:



For the scientific community, it provides open-access references, reproducible experiments, and theoretical insights.

For the enterprise community, it delivers strategic frameworks, leadership models, and adoption pathways for Awareness Intelligence in practice.


By bridging science and strategy, these whitepapers establish AwarenessAI.com as both a frontier research hub and an enterprise transformation partner.
DOI: 10.17632/jxjhcxgb7x.1
title: Integrative species delimitation of Dicroglossid frogs with refinement of open-access genomic data reveals cryptic divergence within the Fejervarya conundrum across two ecozones

description: Amphibians with wide distributions are often subject to misidentification and inconsistent taxonomic labeling in open-access databases and published studies, leading to confusion over species boundaries. This dataset supports a multifaceted species delimitation framework applied to three dicroglossid frog genera: Fejervarya, Hoplobatrachus, and Quasipaa, distributed across the Indomalayan and Palearctic ecozones. The datasets includes (a) multilocus (4,044 bp), (b) concatenated supermatrix of genome-wide SNP data (~700,000 sites), and (c) 147 genome-wide loci from open-source GBS, RNA-seq, and WGS/WCS datasets, yielding 155 loci with 20 variants per split locus from 517 taxon entries and representing 14 recognised species across the two ecozones. 

These data were used to evaluate 18 competing topological hypotheses using Bayesian species delimitation, model selection, and iterative genomic refinement. Complementary data layers include ecological niche models (ENMs) and advertisement call recordings from key populations in East Asia. The dataset enables the identification of cryptic clades and provides ecological and acoustic evidence supporting taxonomic divergence within the Fejervarya kawamurai, F. multistriata, and F. limnocharis species complexes.

Environmental variables such as precipitation of the driest month, elevation, and diurnal temperature range were identified as key predictors shaping distribution patterns. Additionally, call analysis validated the distinctiveness of sympatric clades within the Eastern Yangtze River Basin. The genomic and ecological datasets provided here support the correction of mislabeled GenBank records and offer a reusable framework for future taxonomic revision, comparative phylogeography, and amphibian biodiversity research.
DOI: 10.15468/dl.a9yar4
title: Occurrence Download

description: A dataset containing 190042 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Carex pallescens"
 ]
}

 The dataset includes 190042 records from 1003 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029667-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17591022
title: Phlorest phylogeny derived from Sagart et al. 2019 'Dated language phylogenies shed light on the ancestry of Sino-Tibetan'

description: Cite the source of the dataset as:




Sagart L, Jacques G, Lai Y, Ryder RJ, Thouzeau V, Greenhill SJ, List J- M. 2019 Dated language phylogenies shed light on the ancestry of Sino-Tibetan. Proceedings of the National Academy of Sciences, 201817972.
DOI: 10.5281/zenodo.8250294
title: Phlorest phylogeny derived from Sagart et al. 2019 'Dated language phylogenies shed light on the ancestry of Sino-Tibetan'

description: Cite the source of the dataset as:




Sagart L, Jacques G, Lai Y, Ryder RJ, Thouzeau V, Greenhill SJ, List J- M. 2019 Dated language phylogenies shed light on the ancestry of Sino-Tibetan. Proceedings of the National Academy of Sciences, 201817972.
DOI: 10.15468/dl.q86gwh
title: Occurrence Download

description: A dataset containing 3547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aythya baeri"
 ]
}

 The dataset includes 3547 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028852-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3fyj3e
title: Occurrence Download

description: A dataset containing 146328 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CEPEC - Herbário do Centro de Pesquisas do Cacau"
 ]
}

 The dataset includes 146328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001981-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bycjk9
title: Occurrence Download

description: A dataset containing 118022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Squalus suckleyi (Girard, 1855)"
 ]
}

 The dataset includes 118022 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001977-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6krhb
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002415-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9daaar
title: Occurrence Download

description: A dataset containing 2875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diceros bicornis (Linnaeus, 1758)"
 ]
}

 The dataset includes 2875 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002414-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2cc8kp
title: Occurrence Download

description: A dataset listing the 13 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((44.89125 41.55222,44.896 41.50186,44.91982 41.45649,44.96689 41.43324,45.02417 41.43097,45.07294 41.43947,45.1047 41.47237,45.12512 41.50413,45.09371 41.55619,45.07897 41.6095,44.98879 41.61744,44.92584 41.59986,44.89125 41.55222))",
 "OccurrenceStatus is Present",
 "TaxonKey is Squamata",
 "Year 2010-2025"
 ]
}

 The dataset's 13 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011053-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkegxa
title: Occurrence Download

description: A dataset listing the 210 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((44.89125 41.55222,44.896 41.50186,44.91982 41.45649,44.96689 41.43324,45.02417 41.43097,45.07294 41.43947,45.1047 41.47237,45.12512 41.50413,45.09371 41.55619,45.07897 41.6095,44.98879 41.61744,44.92584 41.59986,44.89125 41.55222))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2010-2025"
 ]
}

 The dataset's 210 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011050-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18237647
title: Dicksonia sellowiana (C.Presl) Hook. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:33
DOI: 10.5281/zenodo.18237646
title: Dicksonia sellowiana (C.Presl) Hook. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:33
DOI: 10.15468/dl.4p5hud
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo pasivo de fauna silvestre con cámaras trampa en el Piedemonte Meta, Colombia - Proyecto FIBRAS",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029376-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13745116
title: NMNH Images: NMNH images from GBIF export

description: Public records of accessioned specimens and observations curated by the National Museum of Natural History, Smithsonian Institution. These data are from the Departments of Botany, Entomology, Invertebrate Zoology and Vertebrate Zoology (Amphibians & Reptiles, Birds, Fishes, and Mammals) and include more than 270,000 primary type specimen records.  https://collections.nmnh.si.edu/ipt/resource?r=nmnh_extant_dwc-a
DOI: 10.5281/zenodo.13321575
title: NMNH Images: NMNH images from GBIF export

description: Public records of accessioned specimens and observations curated by the National Museum of Natural History, Smithsonian Institution. These data are from the Departments of Botany, Entomology, Invertebrate Zoology and Vertebrate Zoology (Amphibians & Reptiles, Birds, Fishes, and Mammals) and include more than 270,000 primary type specimen records.  https://collections.nmnh.si.edu/ipt/resource?r=nmnh_extant_dwc-a
description: ####--- __EOL DwCA resource last updated: Nov 13, 2023 10:54 PM__ ---####
This is where EOL hosts source datasets (archives, dumps, etc.) from EOL content partners (especially partners without a web presence of their own).

This organization will also include the content partner utility files EOL connectors use to generate a particular content partner__s resource EOL archive or XML.

For questions or suggestions please visit the EOL Services forum at http://discuss.eol.org/c/eol-services
DOI: 10.5281/zenodo.14159962
title: NMNH Images: NMNH images from GBIF export

description: Public records of accessioned specimens and observations curated by the National Museum of Natural History, Smithsonian Institution. These data are from the Departments of Botany, Entomology, Invertebrate Zoology and Vertebrate Zoology (Amphibians & Reptiles, Birds, Fishes, and Mammals) and include more than 270,000 primary type specimen records.  https://collections.nmnh.si.edu/ipt/resource?r=nmnh_extant_dwc-a
DOI: 10.5281/zenodo.14868592
title: NMNH Images: NMNH images from GBIF export

description: Public records of accessioned specimens and observations curated by the National Museum of Natural History, Smithsonian Institution. These data are from the Departments of Botany, Entomology, Invertebrate Zoology and Vertebrate Zoology (Amphibians & Reptiles, Birds, Fishes, and Mammals) and include more than 270,000 primary type specimen records.  https://collections.nmnh.si.edu/ipt/resource?r=nmnh_extant_dwc-a
DOI: 10.5281/zenodo.15400526
title: NMNH Images: NMNH images from GBIF export

description: Public records of accessioned specimens and observations curated by the National Museum of Natural History, Smithsonian Institution. These data are from the Departments of Botany, Entomology, Invertebrate Zoology and Vertebrate Zoology (Amphibians & Reptiles, Birds, Fishes, and Mammals) and include more than 270,000 primary type specimen records.  https://collections.nmnh.si.edu/ipt/resource?r=nmnh_extant_dwc-a
DOI: 10.15468/dl.2d6htp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna y flora en áreas con cultivos de palma de aceite en el norte y oriente de Colombia",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029377-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32e2at
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is one of (Pakistan, Afghanistan)",
 "Geometry POLYGON((49.88957 57.8858,34.27699 40.61831,42.08328 20.18463,83.0663 19.26612,99.16678 28.61586,97.7031 52.6114,76.72369 63.37397,49.88957 57.8858))",
 "HasGeospatialIssue is false",
 "TaxonKey is Pinus wallichiana A.B.Jacks."
 ]
}

 The dataset includes 45 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029378-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.827q7g
title: Occurrence Download

description: A dataset containing 23332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cryosophila Blume"
 ]
}

 The dataset includes 23332 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029379-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52qmp7
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Monitoreo poblacional del Puma concolor en el área de influencia del Proyecto Hidroeléctrico Ituango, durante el año 2015",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029382-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7s46p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Registros de avistamiento y ahuyentamiento de fauna silvestre en el área de influencia del Proyecto Hidroeléctrico Ituango, durante los años 2012 - 2021",
 "TaxonKey is Puma yagouaroundi (É.Geoffroy Saint-Hilaire, 1803)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029383-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p9xp1se7
title: Geomorphic Surface and Channel Boundaries for the Lower 7.5 Kilometers of the Taiya River Valley, Southeast Alaska, 2018

description: The USGS mapped geomorphic features in the lower 7.5 kilometers of the Taiya River valley bottom in and near Klondike Gold Rush National Historical Park near Skagway, Alaska. This dataset presents delineations of off-main-stem channels and geomorphic surfaces. Boundaries were prepared from 2003 lidar elevation data and updated using 2017 and 2018 aerial orthophotographs at eroding riverbanks, such that the dataset generally represents 2018 conditions. Channel attributes include physical and hydrologic conditions related to water sources and were determined from 2003, 2017, and 2018 aerial imagery and field observations. Interpretations of surface age primarily used 2003 lidar data and aerial imagery from 1948 and 2003. Mapped surfaces consist of the 2003 active main stem (Taiya River and West Creek wetted channel, bars, islands, and major sloughs), additional areas recruited to the main stem by 2018, main stem surfaces abandoned between the 1940s and 2003, main stem surfaces abandoned prior to the 1940s, alluvial fans, and emergent tidal flats.
DOI: 10.15468/dl.ng27xy
title: Occurrence Download

description: A dataset containing 15638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cedrela odorata L."
 ]
}

 The dataset includes 15638 records from 443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029380-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6fyaa4
title: Occurrence Download

description: A dataset containing 32288223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 32288223 records from 3960 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029365-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pbgjs
title: Occurrence Download

description: A dataset containing 265109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Helichrysum Mill."
 ]
}

 The dataset includes 265109 records from 1452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002206-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.