cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15611080
title: Relational Time Flow from Entanglement Density: Theory, Parameter-Free Checks, and Experimental Protocols

description: This repository contains the supplementary data and Python scripts for the article:“Relational Time Flow from Entanglement Density: Theory, Parameter-Free Checks, and Experimental Protocols” (M.E. Arıkan, 2025).

The files include:





Digitized datasets from Islam et al. (Nature 2015), used as experimental input.




Python scripts (fig1.py, fig2.py, fig3_4.py) for reproducing Figures 1–4 and Appendix analyses.




Cross-checked CSV and TXT versions of digitized points (Figs. 6 and 12).




A README file describing the workflow and dependencies.




LICENSE file (CC BY 4.0).



All numerical outputs and plotting scripts are openly available for reproducibility.Please cite this dataset via its DOI when using or referencing these materials.

This dataset accompanies the preprint available at DOI: https://doi.org/10.5281/zenodo.17196307
DOI: 10.5281/zenodo.17260469
title: Relational Time Flow from Entanglement Density: Theory, Parameter-Free Checks, and Experimental Protocols

description: This repository contains the supplementary data and Python scripts for the article:“Relational Time Flow from Entanglement Density: Theory, Parameter-Free Checks, and Experimental Protocols” (M.E. Arıkan, 2025).

The files include:





Digitized datasets from Islam et al. (Nature 2015), used as experimental input.




Python scripts (fig1.py, fig2.py, fig3_4.py) for reproducing Figures 1–4 and Appendix analyses.




Cross-checked CSV and TXT versions of digitized points (Figs. 6 and 12).




A README file describing the workflow and dependencies.




LICENSE file (CC BY 4.0).



All numerical outputs and plotting scripts are openly available for reproducibility.Please cite this dataset via its DOI when using or referencing these materials.

This dataset accompanies the preprint available at DOI: https://doi.org/10.5281/zenodo.17196307
DOI: 10.15468/dl.7gtbus
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044297-250920141307145/datasets/export for details.
DOI: 10.15468/dl.xqcft8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044296-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8zt79u
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna Asociada a los Cativales del Municipio de Riosucio, como Aspecto Relevante dentro de la Estructura Ecológica Principal del Chocó Biogeográfico"
 ]
}

 The dataset includes 68 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044298-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/tfmc-dzc6-pm10
title: ACE-1: Cape Grim MOUDI Data. Version 1.0

description: This dataset consists of impactor chemical data obtained by 8-stage Micro-Orifice Uniform Deposit Impactors (MOUDIs) at Cape Grim during ACE-1. Samples were generally changed daily, though not on a fixed schedule. Some effort was taken to coordinate sample times with meteorological changes. Sampling was continuous whether or not baseline conditions existed.
DOI: 10.3886/e238635
title: Number of Veterans by Sex, Period of Service: FY2020-2050

description: VetPop2020 projections of the Veteran population by sex and period of service for fiscal years 2020 to 2050.
DOI: 10.3886/e238635v1
title: Number of Veterans by Sex, Period of Service: FY2020-2050

description: VetPop2020 projections of the Veteran population by sex and period of service for fiscal years 2020 to 2050.
DOI: 10.15468/dl.3r5hn3
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo y seguimiento de fauna terrestre para el AID y AII de la Central Hidroeléctrica de Calima - 2017"
 ]
}

 The dataset includes 823 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044300-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/wjaq-9c8b-x50f
title: ACE-1: Cape Grim MOUDI mass data. Version 1.0

description: This dataset consists of impactor mass data obtained by 8-stage Micro-Orifice Uniform Deposit Impactors (MOUDIs) at Cape Grim during ACE-1. Samples were generally changed daily, though not on a fixed schedule. Some effort was taken to coordinate sample times with meteorological changes. Sampling was continuous whether or not baseline conditions existed. The impactor samples that were weighed were all dedicated to organic analysis, rather than the inorganic analysis used in the other cascade impactor dataset submitted to CODIAC. Therefore, while these samples were typically coordinated with the inorganic samples, they were NOT the same samples.
DOI: 10.15468/dl.3dggh3
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Caracterización Ecológica de la Fauna del Páramo de Frontino o del Sol"
 ]
}

 The dataset includes 29 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044301-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cet3u8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aleurothrixus floccosus",
 "Country is Kenya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044302-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.85bkbg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aleurothrixus floccosus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044303-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qt88zu
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aleurothrixus floccosus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 94 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044304-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98xfdu
title: Occurrence Download

description: A dataset containing 226 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Tejidos colectados en la ventana Beltrán, corregimiento Paquiló, Municipio de Beltrán, Cundinamarca"
 ]
}

 The dataset includes 226 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044305-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/pzax-knhy-4112
title: ACE-1: Cape Grim PALMS mass spectrometry data. Version 1.0

description: This dataset consists of mass spectra measurements for about 20,000 individual particles sampled at Cape Grim during ACE-1. These data were obtained with the Particle Analysis by Laser Mass Spectrometry (PALMS) Instrument. This instrument measured either the positive or negative ion spectrum of each particle after it is hit with a pulse from a 193 nm excimer laser.
DOI: 10.5281/zenodo.17260418
title: Insect Floral Visitors and Reproductive Biology of Chinese Tallow (Triadica sebifera: Euphorbiaceae): A Multi‑State Study in the Southeastern United States

description: This collection contains three datasets associated with the study of the reproductive biology and pollinator interactions of the invasive Chinese tallow tree (Triadica sebifera, Euphorbiaceae) in the southeastern United States:





Chinese_Tallow_Fruit_Data_FL – Fruit set data collected in Florida during 2022 as part of an insect exclusion experiment. These data quantify fruit production from Triadica sebifera inflorescences under open-pollinated versus insect-excluded treatments, allowing evaluation of the species’ dependency on biotic pollination for reproduction.




Chinese_Tallow_Fruit_Data_AL – Complementary fruit set data collected in Alabama during 2022 using the same insect exclusion experimental design assessing fruit set in Alabama.




Chinese_Tallow_Pollinator_Data – Floral visitor survey data collected across Alabama, Florida, Mississippi, and Louisiana during the 2021 and 2022 bloom seasons. This dataset documents over 1,079 insect specimens representing 38 families and 177 genera/species observed or captured on Triadica sebifera inflorescences. Records include abundance, taxonomic identification, and associations with specific bloom types (staminate, pistillate, and synchronous).
DOI: 10.5281/zenodo.17260419
title: Insect Floral Visitors and Reproductive Biology of Chinese Tallow (Triadica sebifera: Euphorbiaceae): A Multi‑State Study in the Southeastern United States

description: This collection contains three datasets associated with the study of the reproductive biology and pollinator interactions of the invasive Chinese tallow tree (Triadica sebifera, Euphorbiaceae) in the southeastern United States:





Chinese_Tallow_Fruit_Data_FL – Fruit set data collected in Florida during 2022 as part of an insect exclusion experiment. These data quantify fruit production from Triadica sebifera inflorescences under open-pollinated versus insect-excluded treatments, allowing evaluation of the species’ dependency on biotic pollination for reproduction.




Chinese_Tallow_Fruit_Data_AL – Complementary fruit set data collected in Alabama during 2022 using the same insect exclusion experimental design assessing fruit set in Alabama.




Chinese_Tallow_Pollinator_Data – Floral visitor survey data collected across Alabama, Florida, Mississippi, and Louisiana during the 2021 and 2022 bloom seasons. This dataset documents over 1,079 insect specimens representing 38 families and 177 genera/species observed or captured on Triadica sebifera inflorescences. Records include abundance, taxonomic identification, and associations with specific bloom types (staminate, pistillate, and synchronous).
DOI: 10.15468/dl.rjp77v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is Calliandra mayana",
 "Country is Mexico",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044287-250920141307145/datasets/export for details.
DOI: 10.26023/q7dw-fcyp-y50t
title: ACE-1: Cape Grim Individual Particle Data. Version 1.0

description: This dataset consists of particle measurements taken at Cape Grim monitoring station by J. Anderson. Samples were collected on dual, in-line Nuclepore filters with 8 micron and 0.2 micron pores. The files contain both composition and size data.
DOI: 10.34740/kaggle/dsv/13254585
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.f8h5n8
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo y seguimiento de fauna terrestre para el AID y AII de la Central Hidroeléctrica de Calima. 2017-B."
 ]
}

 The dataset includes 1101 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044306-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw4s33
title: Occurrence Download

description: A dataset containing 24 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (CAST(occurrence.taxonkey AS INTEGER) = 4073823 OR CAST(occurrence.acceptedtaxonkey AS INTEGER) = 4073823 OR CAST(occurrence.kingdomkey AS INTEGER) = 4073823 OR CAST(occurrence.phylumkey AS INTEGER) = 4073823 OR CAST(occurrence.classkey AS INTEGER) = 4073823 OR CAST(occurrence.orderkey AS INTEGER) = 4073823 OR CAST(occurrence.familykey AS INTEGER) = 4073823 OR CAST(occurrence.genuskey AS INTEGER) = 4073823 OR CAST(occurrence.specieskey AS INTEGER) = 4073823)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 24 records were derived from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044285-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqpxn3
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044308-250920141307145/datasets/export for details.
DOI: 10.26023/pmkh-yqvb-200n
title: ACE-1: Cape Grim Particle Concentration Data. Version 1.0

description: This Dataset consists of continuous measurements of particle number concentration taken at Cape Grim monitoring station by Dave Covert (University of Washington). The data represents the number of particles per cubic centimeter in two size bins ( &gt; 3 nm, &gt; 10 nm) @ 20 deg C and ambient pressure. The particle counts have been interpolated over 15-min intervals (beginning at the indicated UTC times). This dataset was processed and quality controlled following the ACE-1 field phase.
DOI: 10.15468/dl.kuqram
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044307-250920141307145/datasets/export for details.
DOI: 10.15468/dl.4nyt7a
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044309-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9vys8
title: Occurrence Download

description: A dataset containing 947 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo y seguimiento de fauna terrestre para el AID y AII de la Central Hidráulica de Calima. 2018"
 ]
}

 The dataset includes 947 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044310-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/3p2h-188c-fq0h
title: ACE-1: NSF/NCAR C-130 Particle Concentration Data. Version 1.0

description: This Dataset consists of continuous measurements of ultrafine particle concentration taken aboard the C-130 aircraft by Peter McMurry (University of Minnesota). The data represents the total concentration of particles per cubic centimeter larger than 3 nm measured with the University of Minnesota CNC and the ultrafine concentration of particles between 3 and 4 nm measured with the University of Minnesota pulse height analysis method. The data consist of date, sample number, start and stop time (UTC), total concentration (cm-3), and ultrafine concentration (cm-3). This dataset was processed and quality controlled following the ACE-1 field phase.
DOI: 10.26023/68dm-3pfq-640k
title: ACE-1: Cape Grim Light Scattering Data. Version 1.0

description: Controlled relative humidity (RH) light scattering measurements as a function of particle size, wavelength of light, and direction of scatter.
DOI: 10.15468/dl.wrzqhc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aonidiella aurantii",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044312-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/ktbb-wf55-470v
title: ACE-1: NSF/NCAR C-130 Suggested Averaging Times. Version 1.0

description: Suggested averaging times for C-130 Data from Barry Huebert. Includes Huebert Impactor sampling times and flight leg statistics; also leg average locations and times for trajectory analyses. This dataset is also viewable by going to the ACE-1 Project Description page, selecting "Description/Summary", and then clicking on "ACE-1 C-130 Suggested Averaging Times from Barry Huebert".
DOI: 10.15468/dl.aggkhc
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Monitoreo y seguimiento de fauna silvestre terrestre para el AID y AII de la Central Hidráulica Cucuana. 2018-IIS"
 ]
}

 The dataset includes 679 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044313-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmpaz3
title: Occurrence Download

description: A dataset containing 4460 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Biodiversidad asociada al proyecto Conexión Urabá - Nueva Colonia - Apartadó a 110 kV, Antioquia"
 ]
}

 The dataset includes 4460 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044314-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/vk07-7t98-5d0n
title: ACE-1: Cape Grim Filter Samples. Version 1.0

description: Cape Grim filter samples from Barry Huebert. As a quality control check, two filters were being exposed at all times. A set of criteria, described in the file, was used to choose which of those numbers would best represent any given time interval. All concentrations are in ppt molar ratio.
DOI: 10.15468/dl.rqntsx
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044316-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8u8v4u
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dysmicoccus brevipes",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044317-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/mzfv-nm4q-430r
title: ACE-1: Cape Grim Ion Chromatography Measurements. Version 1.0

description: Cape Grim Ion Chromatography results (obtained using a Dionex DX500) for four impactor samples during ACE-1. The impactor used was an eleven stage Micro-Orifice Uniform Deposition Impactor (MOUDI). The dataset contains sample dates, volume sampled, size ranges for each stage, and the volume of water the sample was extracted in.
DOI: 10.26023/1rxe-tc1z-0s0a
title: ACE-1: Cape Grim Ozone Measurements. Version 1.0

description: This Dataset consists of continuous measurements of ozone concentration taken at Cape Grim monitoring station. It should be noted that whilst the data have been edited to remove bad data caused by known instrument malfunctions, a detailed item-by-item examination of the data has not been performed.
DOI: 10.15468/dl.u34byb
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044318-250920141307145/datasets/export for details.
DOI: 10.15468/dl.h4kxgk
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044321-250920141307145/datasets/export for details.