cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wh793x
title: Occurrence Download

description: A dataset containing 212495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((34 34, 34 75, -15 75, -15 34, 34 34))",
 "SpeciesKey is one of (Bombus subterraneus, Bombus alpinus, Bombus rupestris, Bombus hortorum, Bombus monticola, Bombus gerstaeckeri, Bombus confusus, Bombus sylvarum, Bombus argillaceus, Bombus cingulatus, Bombus mendax, Bombus barbutellus, Bombus niveatus, Bombus fragrans, Bombus mucidus, Bombus bohemicus, Bombus ruderarius)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 212495 records from 604 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005589-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f6mmw
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Grimothea gregaria",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 426 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005718-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2psypf
title: Occurrence Download

description: A dataset containing 1327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-184.42176 10.47309,-21.57824 10.47309,-21.57824 75.52691,-184.42176 75.52691,-184.42176 10.47309))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Descurainia incisa"
 ]
}

 The dataset includes 1327 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005719-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ctj4f
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-145.86069 29.27208,-82.13931 29.27208,-82.13931 54.72792,-145.86069 54.72792,-145.86069 29.27208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gayophytum ramosissimum"
 ]
}

 The dataset includes 1052 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005720-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aeegce
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-174.57157 9.50862,-29.42843 9.50862,-29.42843 67.49138,-174.57157 67.49138,-174.57157 9.50862))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bromus porteri"
 ]
}

 The dataset includes 871 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005721-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7e23rh
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kageneckia lanceolata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 182 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005723-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e82as8
title: Occurrence Download

description: A dataset containing 136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artemesia longinaris",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 136 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005724-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z53b7z
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-178.14122 30.37258,-64.85878 30.37258,-64.85878 75.62742,-178.14122 75.62742,-178.14122 30.37258))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arabis nuttallii"
 ]
}

 The dataset includes 645 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005726-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r99crb
title: Occurrence Download

description: A dataset containing 615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-134.01050 33.30761,-87.98950 33.30761,-87.98950 51.69239,-134.01050 51.69239,-134.01050 33.30761))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salix wolfii"
 ]
}

 The dataset includes 615 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005727-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6092/unibo/amsacta/8766
title: QUANTHEM. Data for the time evolution of Rényi-2 entropy in random permutation circuits. Version 1.

description: The dataset contains data generated in the framework of Horizon Europe ERC QUANTHEM project. The data were the result of analytical and numerical computations of time evolution and long-time stationary values of the Rényi-2 entropy in random permutation circuits. 
The data corresponds to numerically computed results describing the discrete time evolution of the Rényi-2 entropy under random permutation (RP) circuit dynamics and under circuit dynamics with random permutation gates with additional random phases (RPP). The system consists of N qubits initialized in different initial states, namely: (A) a product state of the form

| ψ0⟩ = (cos ϑ | 0⟩ + sin ϑ | 1⟩)⊗N

where is some rotation angle. We have produced data for ϑ π and different
values of N. (B) typical (random) product states, (C) states with non-zero initial entanglement such as the Dicke-states
DOI: 10.15468/dl.8uhtux
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-142.59065 33.47918,-82.40935 33.47918,-82.40935 57.52082,-142.59065 57.52082,-142.59065 33.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Primula conjugens"
 ]
}

 The dataset includes 851 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005728-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehsq5h
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peisos petrunkevitchi",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 24 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005729-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17257497
title: Raw data of "Highly Linear Proximity Based Bi SQUID Operating above 4 K"
DOI: 10.15468/dl.6h2u64
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kageneckia oblonga",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 71 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005730-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ukabs
title: Occurrence Download

description: A dataset containing 601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-145.36069 32.27208,-81.63931 32.27208,-81.63931 57.72792,-145.36069 57.72792,-145.36069 32.27208))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ledum glandulosum"
 ]
}

 The dataset includes 601 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005731-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e464c2
title: Occurrence Download

description: A dataset containing 12941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleoticus muelleri",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 12941 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005732-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jej7m
title: Occurrence Download

description: A dataset containing 365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((115.94943 -41.10660,169.05057 -41.10660,169.05057 -19.89340,115.94943 -19.89340,115.94943 -41.10660))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hookerochloa eriopoda"
 ]
}

 The dataset includes 365 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005733-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.humwyw
title: Occurrence Download

description: A dataset containing 164491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus ilex"
 ]
}

 The dataset includes 164491 records from 1075 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005632-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14641866
title: Atmospheric Surface Flux Station #30 measurements (level 2 Processed), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023

description: Processed (Level 2) measurements and derived variables from the Atmospheric Surface Flux Station #30 (ASFS-30) deployed at the Kettle Ponds Annex site (38°56.3686' N, 106°58.1781' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from September 2021 through July 2023. The ASFS measured variables of the surface energy budget, momentum flux, near-surface meteorology, and soil properties. Measurements of high-resolution 3-dimensional winds were observed at a nominal height of 4.6 m (depending on snow depth). Measurements of upwelling broadband radiation and meteorology observed from a nominal height of 2.9 m. The measurements are included in three netCDF files per day. The "sledmet" files are comprised of 1-min averages of measured and derived variables, including near-surface meteorology, surface skin temperature, snow depth, radiative fluxes, and conductive fluxes. The "sledseb" files are 10-min averages of the same variables as in the 1-min files and also include calculations of turbulent sensible and latent heat fluxes, momentum flux, and associated diagnostics, surface stress, and Monin-Obukhov parameters using both eddy covariance and bulk methodologies, all valid for the 10-min intervals. Both of these file types also contain a "_qc" variable paired with each measurement variable, or family of variables, that is a temporally-matched quality control code: 0 = good data, 1 = caution (data may be suspect), 2 = bad data, and -1 = missing (no data was collected). The "10hz" files include 3-dimensional winds and gas densities of water vapor and carbon dioxide that are quality-controlled, aggregated to a regular 10-Hz temporal grid, and (for winds) rotated into the earth coordinate frame. A detailed documentation of the measurement conditions, the processing steps taken to construct this data set, and other caveats and uncertainties will be provided in an accompanying published data manuscript.

Note on update: v2_1 update provides double rotation ("dbl") turbulent fluxes in addition to planar fit ("pf"), as well as corrects a rotation problem with the v2 data that primarily affects the momentum fluxes. v2_1 only includes updates for the sledseb file set: for sledmet and sledwind10hz, continue to refer to v2 data set.
DOI: 10.5281/zenodo.10313894
title: Atmospheric Surface Flux Station #30 measurements (level 2 Processed), Study of Precipitation, the Lower Atmosphere and Surface for Hydrometeorology (SPLASH), September 2021-July 2023

description: Processed (Level 2) measurements and derived variables from the Atmospheric Surface Flux Station #30 (ASFS-30) deployed at the Kettle Ponds Annex site (38°56.3686' N, 106°58.1781' W) during the Study of Precipitation, the Lower Atmosphere, and Surface for Hydrometeorology (SPLASH) campaign near Gothic, Colorado, from September 2021 through July 2023. The ASFS measured variables of the surface energy budget, momentum flux, near-surface meteorology, and soil properties. Measurements of high-resolution 3-dimensional winds were observed at a nominal height of 4.6 m (depending on snow depth). Measurements of upwelling broadband radiation and meteorology observed from a nominal height of 2.9 m. The measurements are included in three netCDF files per day. The "sledmet" files are comprised of 1-min averages of measured and derived variables, including near-surface meteorology, surface skin temperature, snow depth, radiative fluxes, and conductive fluxes. The "sledseb" files are 10-min averages of the same variables as in the 1-min files and also include calculations of turbulent sensible and latent heat fluxes, momentum flux, and associated diagnostics, surface stress, and Monin-Obukhov parameters using both eddy covariance and bulk methodologies, all valid for the 10-min intervals. Both of these file types also contain a "_qc" variable paired with each measurement variable, or family of variables, that is a temporally-matched quality control code: 0 = good data, 1 = caution (data may be suspect), 2 = bad data, and -1 = missing (no data was collected). The "10hz" files include 3-dimensional winds and gas densities of water vapor and carbon dioxide that are quality-controlled, aggregated to a regular 10-Hz temporal grid, and (for winds) rotated into the earth coordinate frame. A detailed documentation of the measurement conditions, the processing steps taken to construct this data set, and other caveats and uncertainties will be provided in an accompanying published data manuscript.

Note on update: v2_1 update provides double rotation ("dbl") turbulent fluxes in addition to planar fit ("pf"), as well as corrects a rotation problem with the v2 data that primarily affects the momentum fluxes. v2_1 only includes updates for the sledseb file set: for sledmet and sledwind10hz, continue to refer to v2 data set.
DOI: 10.15468/dl.stm2wh
title: Occurrence Download

description: A dataset containing 59903 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gomphrena L."
 ]
}

 The dataset includes 59903 records from 798 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001934-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16914539
title: AwarenessAI EnterpriseWorld 7D AI Whitepapers

description: This repository houses the official EnyerpriseWorld 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: 10.15468/dl.v9ccp9
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Yasuhikotakia caudipunctata)",
 "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 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026033-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5e3xw4
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum betaceum",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026032-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygsy4y
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solanum betaceum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026034-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghtauw
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026038-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16762359
title: Data from "Weak fine-scale genetic structure and considerable life- history diversity in a near-pristine subarctic Atlantic salmon (Salmo salar) river"  (Cadiz et al. 2025)

description: This archive contains data files to perform analyses detailed in Cadiz et al. (2025, Conservation Genetics).
DOI: 10.5281/zenodo.16762360
title: Data from "Weak fine-scale genetic structure and considerable life- history diversity in a near-pristine subarctic Atlantic salmon (Salmo salar) river"  (Cadiz et al. 2025)

description: This archive contains data files to perform analyses detailed in Cadiz et al. (2025, Conservation Genetics).
DOI: 10.5281/zenodo.16914536
title: The impact of chronic pain and pain syndrome on the health-related quality of life of patients after the cesarean section: a prospective study at four teaching hospitals

description: This data was obtained from four teaching hospitals in Ghana for a PhD research, out of which the manuscript titled, "

The impact of chronic pain and pain syndrome on the health-related quality of life of patients after the cesarean section: a prospective study at four teaching hospitals" has been obtained.
DOI: 10.15468/dl.f7ed8z
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astroblepus mancoi)",
 "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 20 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026039-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.