cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/n4yzqk
title: Columnea rubromarginata (Gesneriaceae), a new species from the western Andean slopes of Colombia and Ecuador

description: This dataset contains the digitized treatments in Plazi based on the original journal article Clark, John L., Ballesteros, Sofía, Clavijo, Laura (2025): Columnea rubromarginata (Gesneriaceae), a new species from the western Andean slopes of Colombia and Ecuador. PhytoKeys 268: 201-210, DOI: 10.3897/phytokeys.268.174855AbstractField expeditions to the western Andean slopes of Colombia and ongoing herbarium research resulted in the discovery of a new species of Columnea (Gesneriaceae). Columnea rubromarginata J. L. Clark & Clavijo, sp. nov. is described from the Chocó Biogeographic Region in the premontane wet forests of Esmeraldas in northern Ecuador and the departments of Chocó and Valle del Cauca in Colombia. The new species is vegetatively remarkable for the presence of a rarely observed broad dark red submarginal band on the abaxial leaf surface. Based on International Union for Conservation of Nature (IUCN) guidelines, a preliminary conservation status of Vulnerable (VU) is recommended for C. rubromarginata.
DOI: 10.5281/zenodo.18100109
title: Internal Time of Photons and Wavelength

description: This paper presents an ontological interpretation of photons in which each photon possesses an internal time dependent on its wavelength. While the speed of light and observable properties remain unchanged for an external observer, the internal time provides a hidden temporal structure intrinsic to the quantum state. Within this framework, quantum entanglement arises from the sharing of a common internal time between particles, and black holes are interpreted as regions where external time cannot fully synchronize with the internal time of quantum states. This interpretation does not modify standard quantum mechanics or relativity but offers a conceptual framework linking internal time, entanglement, and extreme gravitational environments.
DOI: 10.5281/zenodo.18100110
title: Internal Time of Photons and Wavelength

description: This paper presents an ontological interpretation of photons in which each photon possesses an internal time dependent on its wavelength. While the speed of light and observable properties remain unchanged for an external observer, the internal time provides a hidden temporal structure intrinsic to the quantum state. Within this framework, quantum entanglement arises from the sharing of a common internal time between particles, and black holes are interpreted as regions where external time cannot fully synchronize with the internal time of quantum states. This interpretation does not modify standard quantum mechanics or relativity but offers a conceptual framework linking internal time, entanglement, and extreme gravitational environments.
DOI: 10.5281/zenodo.18099904
title: Artificial intelligence and organizational performance in the tourism sector: an integrative model linking enterprise architecture and dynamic capability theory
DOI: 10.5281/zenodo.18099905
title: Artificial intelligence and organizational performance in the tourism sector: an integrative model linking enterprise architecture and dynamic capability theory
DOI: 10.15468/dl.rphnft
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Alsobia punctata"
 ]
}

 The dataset includes 73 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069427-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x56m5
title: Occurrence Download

description: A dataset containing 213236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Emberiza citrinella",
 "Year 1961-2025"
 ]
}

 The dataset includes 213236 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069425-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e649xf
title: Occurrence Download

description: A dataset containing 19043 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-17.42585 46.59421,47.63065 46.59421,47.63065 72.89486,-17.42585 72.89486,-17.42585 46.59421))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tarsiger cyanurus"
 ]
}

 The dataset includes 19043 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069428-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18099927
title: Dataset from field trials on almond

description: Data from the field trials of DIGISPAC on almond in 2024 and 2025.

The dataset includes:



GIS files with the countour of the irrigation sectors involved in the trials

Configuration of the Digital Twin for this trial/farm

Inputs to the Digital Twin from sensors (including irrigation applied) and weather sources

Manual measurements in the field
DOI: 10.5281/zenodo.18099928
title: Dataset from field trials on almond

description: Data from the field trials of DIGISPAC on almond in 2024 and 2025.

The dataset includes:



GIS files with the countour of the irrigation sectors involved in the trials

Configuration of the Digital Twin for this trial/farm

Inputs to the Digital Twin from sensors (including irrigation applied) and weather sources

Manual measurements in the field
DOI: 10.5281/zenodo.18099961
title: Dataset from field trials on vineyard

description: Data from the field trials of DIGISPAC on vineyard in 2024 and 2025.

The dataset includes:



GIS files with the countour of the irrigation sectors involved in the trials

Configuration of the Digital Twin for this trial/farm

Inputs to the Digital Twin from sensors (including irrigation applied) and weather sources

Manual measurements in the field
DOI: 10.5281/zenodo.18099962
title: Dataset from field trials on vineyard

description: Data from the field trials of DIGISPAC on vineyard in 2024 and 2025.

The dataset includes:



GIS files with the countour of the irrigation sectors involved in the trials

Configuration of the Digital Twin for this trial/farm

Inputs to the Digital Twin from sensors (including irrigation applied) and weather sources

Manual measurements in the field
DOI: 10.6073/pasta/8ee5d7b6f6ae59e1aaf1642630577e46
title: Soil microbial and physicochemical data from watersheds impacted by different management practices or wildfire in the Southern Appalachian Mountains, 2023

description: Four forested watersheds in Western North Carolina with different management practices or disturbance were sampled in the summer of 2023 to compare soil physicochemical, microbial, and functional differences. These data include mineral soil physicochemical properties (location, elevation, aspect, gravimetric moisture content, pH, total carbon and nitrogen, total organic carbon, dissolved organic carbon and nitrogen, total dissolved nitrogen, dissolved inorganic nitrogen (NO3 and NH4), and microbial biomass carbon and nitrogen), soil microbial properties (16S ASV community sequences, ITS ASV community sequences, extracellular enzyme activity, carbon mineralization rates, and ammonium mineralization rates), and organic soil properties (total organic carbon, total carbon and nitrogen, 16S ASV sequences, pH, and moisture). Together, this dataset provides context to understanding the impacts of different management practices and relevant disturbances, such as severe wildfire, on soil in the Southern Appalachian region.
DOI: 10.21947/2569736
title: Block Island Noise Modeling Data

description: Noise propagation near Block Island was simulated to assess environmental impacts of impact pile driving during wind turbine construction. Computational models complement field-recorded acoustic data, providing insights into sound attenuation, spectral variability, and propagation dynamics.

The dataset includes:

1. Propagation Models: Simulated underwater sound fields documenting sound pressure and directional variability across frequency bands and distances.
2. Spectral Analysis (LTSA): Long-term averages and processed outputs calculating acoustic intensity over time.
3. Visualization Files: Graphs, 2D/3D simulation results, and reference calculations used in sound modeling.
DOI: 10.5281/zenodo.18091740
title: pyTMD Developers Test Data

description: Description

Model outputs required to run the test suite of the pyTMD tide prediction software.

Disclaimer

All models are owned and maintained by their developers. pyTMD is only licensed to use these models for scientific use and is not responsible for their upkeep. Please cite the original reference for each model if using them outside of pyTMD testing. These models should not be used for coastal navigation or any application that may risk life or property.

Models



AOTIM-5-2018: Arctic tide model from ESR

CATS2008: Antarctic tide model from ESR

FES2014*: Finite Element Solution from AVISO

GOT4.7: Goddard Ocean Tide v4.7 from GSFC

GOT5.5: Goddard Ocean Tide v5.5 from GSFC

RE14: Long-Period Ocean Tides from GSFC

TPXO9-atlas-v2-nc*: TPXO atlas model from Oregon State University


* denotes dataset has been subset to a regional domain

Datasets



Antarctic Tide Gauge (AntTG) database: provided by USAP-DC

Arctic Tidal Current Atlas: provided by NSF Arctic Data Center

de440s: JPL ephemerides kernel


Release Notes



Updated 2025-12-30: added mirror to zenodo

Updated 2025-12-22: subset FES2014 and TPXO9-atlas-v2 files to regional domains

Updated 2025-12-03: added GOT5.5 and RE14 model files

Updated 2025-10-02: added de440s spice kernel

Updated 2025-10-01: fixed 3 malformed TPXO9-atlas-v2 files

Published 2025-10-01
DOI: 10.5281/zenodo.18091741
title: pyTMD Developers Test Data

description: Description

Model outputs required to run the test suite of the pyTMD tide prediction software.

Disclaimer

All models are owned and maintained by their developers. pyTMD is only licensed to use these models for scientific use and is not responsible for their upkeep. Please cite the original reference for each model if using them outside of pyTMD testing. These models should not be used for coastal navigation or any application that may risk life or property.

Models



AOTIM-5-2018: Arctic tide model from ESR

CATS2008: Antarctic tide model from ESR

FES2014*: Finite Element Solution from AVISO

GOT4.7: Goddard Ocean Tide v4.7 from GSFC

GOT5.5: Goddard Ocean Tide v5.5 from GSFC

RE14: Long-Period Ocean Tides from GSFC

TPXO9-atlas-v2-nc*: TPXO atlas model from Oregon State University


* denotes dataset has been subset to a regional domain

Datasets



Antarctic Tide Gauge (AntTG) database: provided by USAP-DC

Arctic Tidal Current Atlas: provided by NSF Arctic Data Center

de440s: JPL ephemerides kernel


Release Notes



Updated 2025-12-30: added mirror to zenodo

Updated 2025-12-22: subset FES2014 and TPXO9-atlas-v2 files to regional domains

Updated 2025-12-03: added GOT5.5 and RE14 model files

Updated 2025-10-02: added de440s spice kernel

Updated 2025-10-01: fixed 3 malformed TPXO9-atlas-v2 files

Published 2025-10-01
DOI: 10.34740/kaggle/dsv/14347872
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18098392
title: Evaluating Large Language Models Against Machine Learning Baselines for Network Intrusion and Zero-Day Attack Detection
DOI: 10.5281/zenodo.18098393
title: Evaluating Large Language Models Against Machine Learning Baselines for Network Intrusion and Zero-Day Attack Detection
DOI: 10.6084/m9.figshare.30976426
title: Nigeria Military-AI Discourse Corpus (NigMil-AI-2025)

description: Nigeria Military-AI Discourse Corpus (NigMil-AI-2025) is a data set of 13 newspapers focusing on Nigerian military responses to AI-generated misinformation in online media
DOI: 10.6084/m9.figshare.30976426.v1
title: Nigeria Military-AI Discourse Corpus (NigMil-AI-2025)

description: Nigeria Military-AI Discourse Corpus (NigMil-AI-2025) is a data set of 13 newspapers focusing on Nigerian military responses to AI-generated misinformation in online media
DOI: 10.15468/dl.cakmas
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Pakistan",
 "TaxonKey is Xanthomonas oryzae"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069430-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18100369
title: Holographic Hydrogen Science and Intelligence

description: Hydrogen Holographic Science & Intelligence Repository

This repository serves as the central hub for the Hydrogen Holographic Expedition, providing open access to datasets, simulation code, analysis pipelines, and research outputs focused on hydrogen holography and fractal intelligence. It enables researchers, educators, and enthusiasts to explore quantum-scale holographic phenomena, investigate fractal phase structures in atomic and collider data, and reproduce or extend experiments using publicly available resources.

Contributions include:



Experimental and simulated datasets from atomic and high-energy physics contexts (e.g., ATLAS and CMS 13 TeV open data).

Python analysis pipelines for computing rotational skew, fractal substructure, and phase coherence metrics.

Visualizations and illustrative results demonstrating holographic and fractal patterns in energy flows and angular distributions.

Documentation for reproducible research, supporting both teaching and advanced exploratory studies.


By centralizing these resources, the repository accelerates cross-disciplinary collaboration between quantum physics, holographic modeling, and fractal intelligence, providing the foundation for future experimental and computational investigations in hydrogen holography.
DOI: 10.15468/dl.34hxsc
title: Occurrence Download

description: A dataset listing the 1184 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is National Plant Monitoring Scheme - England, Scotland, Wales",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnoliopsida"
 ]
}

 The dataset's 1184 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy859b
title: Occurrence Download

description: A dataset containing 4148 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "TaxonKey is one of (Tapirus terrestris [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 4148 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069431-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5z8abx
title: Occurrence Download

description: A dataset containing 3360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus echinata Mill."
 ]
}

 The dataset includes 3360 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059481-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25971439
title: Data sets for: Dynamical Facilitation Governs the Equilibration Dynamics of Glasses

description: /*****************************************************************************//* Data sets for/* Dynamical Facilitation Governs the Equilibration Dynamics of Glasses/* (arXiv:2312.15069)/*/* Rahul N. Chacko, 4th of July 2024/*****************************************************************************/<br>FigGenData (Figure-generation data)Data sets used in the actual generation of the figures,as seen in the figure-generation code (FigGenerator/FigGenerator.py file)at https://bitbucket.org/chackorn/equilibrationdynamics_repoTo read the metadata of file bla.npz,which includes the name of the code used to generate it, use:import numpy as npnp.load('path-to-bla.npz',allow_pickle=True)['metadata'].flat[0]
DOI: 10.15468/dl.xes2wt
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Penstemon ambiguus Torr."
 ]
}

 The dataset includes 753 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000433-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7w3hyq
title: Occurrence Download

description: A dataset containing 103432 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tetrao urogallus Linnaeus, 1758"
 ]
}

 The dataset includes 103432 records from 186 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040259-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.okiun3
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Système d'Information sur la Nature et les Paysages d'Ile de France - Données du/de la naturaliste Jarry Frédéric provenant de la base de donnée du SINP Île-de-France CETTIA"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011173-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkz5bz
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Florisuga mellivora (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 395 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000434-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jy2sf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011178-200221144449610/datasets/export for details.
DOI: 10.15468/dl.od1jul
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Expertise IPE - Angervilliers - 2009-Données espèces - Expertise IPE 15"
 ]
}

 The dataset includes 111 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011184-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbb0dv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "CatalogNumber" : [
 "is Bird.27847588"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011188-200221144449610/datasets/export for details.
DOI: 10.15468/dl.wztnya
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.35962 41.28662,15.45776 41.28662,15.45776 42.97852,12.38928 42.95599,12.35962 41.28662))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Sorbus chamaemespilus Linnaeus, 1753",
 "TaxonKey is Senecio tenorei Pignatti",
 "TaxonKey is Quercus frainetto Ten.",
 "TaxonKey is Pinus nigra J.F.Arnold",
 "TaxonKey is Pinguicula vulgaris L.",
 "TaxonKey is Oxytropis caputoi Moraldo & la Valva",
 "TaxonKey is Otiorhynchus sirentensis D'Amore-Fracassi, 1906",
 "TaxonKey is Otiorhynchus porcellus J.Daniel & K.Daniel, 1898",
 "TaxonKey is Lilium martagon L.",
 "TaxonKey is Hystrix cristata Linnaeus, 1758",
 "TaxonKey is Felis silvestris Schreber, 1777",
 "TaxonKey is Corallorhiza trifida Châtel.",
 "TaxonKey is Campanula tanfanii Podlech",
 "TaxonKey is Campanula fragilis subsp. cavolinii (Ten.) Damboldt",
 "TaxonKey is Aquilegia ottonis var. magellensis (Huter, Porta & Rigo) Rapaics"
 ]
 }
 ]
}

 The dataset includes 253 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030525-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n2pr2
title: Occurrence Download

description: A dataset containing 59473 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calcarius ornatus (J.K.Townsend, 1837)"
 ]
}

 The dataset includes 59473 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059463-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbuptr
title: Occurrence Download

description: A dataset containing 7401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulalia Kunth"
 ]
}

 The dataset includes 7401 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049010-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeyq4p
title: Occurrence Download

description: A dataset containing 2337 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polychrus marmoratus (Linnaeus, 1758)"
 ]
}

 The dataset includes 2337 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001161-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vd8x7s
title: Occurrence Download

description: A dataset containing 654766 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is niek_2022"
 ]
}

 The dataset includes 654766 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059461-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.