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

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epophthalmia frontalis Selys, 1871"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070507-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10115806
title: Synthetic Datasets from the Article titled Privacy-preserving Ground-truth Data for Evaluating Additive Feature Attribution in Regression Models with Additive CBR and CQV

description: Synthetic datasets were generated as benchmarks capturing the intrinsic characteristics of original data to investigate the performance of additive feature attribution methods for regression tasks. The synthetic datasets were generated based on 2, 6 and 8 clusters formed with the original data. The 6-cluster dataset was used for primary analysis and the other two were used for sensitivity analysis.
The synthetic dataset was generated from the original data acquired from Aviation Data for Research Repository, which was collected and processed by EUROCONTROL from the Enhanced Tactical Flow Management System (ETFMS) flight data messages containing all flights in Europe throughout the year 2019, from May to October. The original dataset consisted of fundamental details of the flights, flight status, preceding flight legs, ATFM regulations, weather conditions, calendar information, etc. 
A brief description of the columns in the synthetic data files is presented in the file 'data_description.pdf' and a more detailed discussion on features can be found in the works of Koolen and Coliban [1] and Dalmau et al. [2].
 
References[1]  H. Koolen and I. Coliban, Flight Progress Messages Document, EUROCONTROL, Brussels, Belgium, Tech. Rep., 2020.[2]  R. Dalmau, F. Ballerini, H. Naessens, S. Belkoura, and S. Wangnick, An Explainable Machine Learning Approach to Improve Take-off Time Predictions, Journal of Air Transport Management, vol. 95, p. 102 090, Aug. 2021. doi: 10.1016/j.jairtraman.2021.102090.
DOI: 10.5281/zenodo.10115807
title: Synthetic Datasets from the Article titled Privacy-preserving Ground-truth Data for Evaluating Additive Feature Attribution in Regression Models with Additive CBR and CQV

description: Synthetic datasets were generated as benchmarks capturing the intrinsic characteristics of original data to investigate the performance of additive feature attribution methods for regression tasks. The synthetic datasets were generated based on 2, 6 and 8 clusters formed with the original data. The 6-cluster dataset was used for primary analysis and the other two were used for sensitivity analysis.
The synthetic dataset was generated from the original data acquired from Aviation Data for Research Repository, which was collected and processed by EUROCONTROL from the Enhanced Tactical Flow Management System (ETFMS) flight data messages containing all flights in Europe throughout the year 2019, from May to October. The original dataset consisted of fundamental details of the flights, flight status, preceding flight legs, ATFM regulations, weather conditions, calendar information, etc. 
A brief description of the columns in the synthetic data files is presented in the file 'data_description.pdf' and a more detailed discussion on features can be found in the works of Koolen and Coliban [1] and Dalmau et al. [2].
 
References[1]  H. Koolen and I. Coliban, Flight Progress Messages Document, EUROCONTROL, Brussels, Belgium, Tech. Rep., 2020.[2]  R. Dalmau, F. Ballerini, H. Naessens, S. Belkoura, and S. Wangnick, An Explainable Machine Learning Approach to Improve Take-off Time Predictions, Journal of Air Transport Management, vol. 95, p. 102 090, Aug. 2021. doi: 10.1016/j.jairtraman.2021.102090.
DOI: 10.34740/kaggle/dsv/12296375
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.rg673d
title: Occurrence Download

description: A dataset containing 843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gadus morhua Linnaeus, 1758",
 "Year 1910-1955"
 ]
}

 The dataset includes 843 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070510-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15750506
title: Flight Initiation Distance Data for Red-Billed Gulls across Urban and Rural Sites in Otago, New Zealand

description: This dataset supports the study “Fear Responses in a Threatened Seabird: Habitat and Landscape Contexts Influence Flight Initiation Distance in Red-Billed Gulls.” It includes field observations of flight initiation distance (FID) recorded for Red-Billed Gulls (Chroicocephalus novaehollandiae scopulinus) across three sites in Otago, New Zealand: urban Dunedin, urban Oamaru, and rural Taiaroa Head. Variables include age class (adult, juvenile, flock), habitat type, location, date, and FID values in meters. The data were collected under research permits from the Department of Conservation and University of Otago and are provided to support transparency, reproducibility, and further research in behavioural ecology and urban wildlife studies.
DOI: 10.5281/zenodo.15750507
title: Flight Initiation Distance Data for Red-Billed Gulls across Urban and Rural Sites in Otago, New Zealand

description: This dataset supports the study “Fear Responses in a Threatened Seabird: Habitat and Landscape Contexts Influence Flight Initiation Distance in Red-Billed Gulls.” It includes field observations of flight initiation distance (FID) recorded for Red-Billed Gulls (Chroicocephalus novaehollandiae scopulinus) across three sites in Otago, New Zealand: urban Dunedin, urban Oamaru, and rural Taiaroa Head. Variables include age class (adult, juvenile, flock), habitat type, location, date, and FID values in meters. The data were collected under research permits from the Department of Conservation and University of Otago and are provided to support transparency, reproducibility, and further research in behavioural ecology and urban wildlife studies.
DOI: 10.15468/dl.s6mvpn
title: Occurrence Download

description: A dataset containing 375136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus adsimilis (Bechstein, 1794)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 375136 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070505-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qaznb
title: Occurrence Download

description: A dataset containing 1726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Colombia, Brazil, French Guiana, Peru, Ecuador, Venezuela (Bolivarian Republic of), Bolivia (Plurinational State of), Guyana)",
 "TaxonKey is Eciton hamatum (Fabricius, 1782)"
 ]
}

 The dataset includes 1726 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070517-250525065834625/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.25800580
title: Supplemental Data for <b>Structural and functional analyses of SARS-CoV-2 Nsp3 and its specific interactions with the 5’ UTR of the viral genome</b> by Sofia Lemak, Tatiana Skarina, Robert Flick, Deepak T. Patel, Peter J. Stogios and Alexei Savchenko.

description: Contains:Supplemental_Data_Figure_1.xlsx - Size exclusion profiles for purified Nsp3 domainsSupplemental_Data_Figure_4a.xlsx - Size exclusion profile for Nsp3-Ubl1 domain + N protein complexSupplemental_Data_Figure_4b.xlsx - SEC-RALS data for Nsp3-Ubl1 domain + N protein complex
DOI: 10.6084/m9.figshare.25800580.v1
title: Supplemental Data for <b>Structural and functional analyses of SARS-CoV-2 Nsp3 and its specific interactions with the 5’ UTR of the viral genome</b> by Sofia Lemak, Tatiana Skarina, Robert Flick, Deepak T. Patel, Peter J. Stogios and Alexei Savchenko.

description: Contains:Supplemental_Data_Figure_1.xlsx - Size exclusion profiles for purified Nsp3 domainsSupplemental_Data_Figure_4a.xlsx - Size exclusion profile for Nsp3-Ubl1 domain + N protein complexSupplemental_Data_Figure_4b.xlsx - SEC-RALS data for Nsp3-Ubl1 domain + N protein complex
DOI: 10.5281/zenodo.15750747
title: Ahriman, Ahura Mazda, and True Time:A Zarvanian Re-reading of Iranian Myth

description: Abstract

 This article offers a philosophical and ontological reinterpretation of the concept of prayerwithin ancient Iranian mythology—particularly through the myths of Zarvān, Tishtrya, and Rapithwin. Drawing on the insights of Dr. Zhaleh Amoozegar’s lecture on “The Magical Power of Prayer,” we demonstrate that, within the Zarvanian framework, prayer is not a religious act of supplication, but the primal pulsation of True Time and the fundamental mechanism of cosmogenesis. Zarvān, as pure time itself, initiates creation through a thousand-year prayer—not out of need, but as an act of being. From this sacred event, both Order (Ahura Mazda) and Chaos (Ahriman) emerge as dual seeds within the womb of Time. The article reconfigures ancient prayer, doubt, and the metaphysics of noon using Zarvanian philosophical language and geometrical constructs. Here, prayer becomes the primordial hammer that forges foundational wedges and semicubes from within the vibrating fields of time.

🟢 Introduction

In the beginning of Time, no word was spoken— There was only prayer. Iranian myths carry within them ancient truths that transcend religion and ritual. Among these, the myth of “prayer without need” stands as one of the deepest: Zarvān—the god of Time—prays for a thousand years, not to a higher power, but to ignite creation itself. Is such a prayer a plea? A desire? Or is it a cosmic force that chisels the very geometry of being? This article, inspired by the teachings of Dr. Zhaleh Amoozegar and rooted in Zarvanian theory, seeks to explore that question anew. In the Zarvanian worldview, prayer is not merely a spiritual act—it is the primal mechanism of the temporal field, the first pulse that awakens the right angle, gives birth to irrational numbers, and shapes the foundational semi-cubes from the edge of Nonplace. Through the myths of Tishtrya and Rapithwin, we uncover prayer’s role in restoring equilibrium and subduing chaos within the fabric of spacetime. This is an attempt to rebind myth to geometry, prayer to time, and Iran to a new philosophical horizon—what we now call the Zarvanian Cosmology. Ahriman, Ahura Mazda, and True Time:A Zarvanian Re-reading of Iranian Myth
DOI: 10.5281/zenodo.15750748
title: Ahriman, Ahura Mazda, and True Time:A Zarvanian Re-reading of Iranian Myth

description: Abstract

 This article offers a philosophical and ontological reinterpretation of the concept of prayerwithin ancient Iranian mythology—particularly through the myths of Zarvān, Tishtrya, and Rapithwin. Drawing on the insights of Dr. Zhaleh Amoozegar’s lecture on “The Magical Power of Prayer,” we demonstrate that, within the Zarvanian framework, prayer is not a religious act of supplication, but the primal pulsation of True Time and the fundamental mechanism of cosmogenesis. Zarvān, as pure time itself, initiates creation through a thousand-year prayer—not out of need, but as an act of being. From this sacred event, both Order (Ahura Mazda) and Chaos (Ahriman) emerge as dual seeds within the womb of Time. The article reconfigures ancient prayer, doubt, and the metaphysics of noon using Zarvanian philosophical language and geometrical constructs. Here, prayer becomes the primordial hammer that forges foundational wedges and semicubes from within the vibrating fields of time.

🟢 Introduction

In the beginning of Time, no word was spoken— There was only prayer. Iranian myths carry within them ancient truths that transcend religion and ritual. Among these, the myth of “prayer without need” stands as one of the deepest: Zarvān—the god of Time—prays for a thousand years, not to a higher power, but to ignite creation itself. Is such a prayer a plea? A desire? Or is it a cosmic force that chisels the very geometry of being? This article, inspired by the teachings of Dr. Zhaleh Amoozegar and rooted in Zarvanian theory, seeks to explore that question anew. In the Zarvanian worldview, prayer is not merely a spiritual act—it is the primal mechanism of the temporal field, the first pulse that awakens the right angle, gives birth to irrational numbers, and shapes the foundational semi-cubes from the edge of Nonplace. Through the myths of Tishtrya and Rapithwin, we uncover prayer’s role in restoring equilibrium and subduing chaos within the fabric of spacetime. This is an attempt to rebind myth to geometry, prayer to time, and Iran to a new philosophical horizon—what we now call the Zarvanian Cosmology. Ahriman, Ahura Mazda, and True Time:A Zarvanian Re-reading of Iranian Myth
DOI: 10.15468/dl.x7vuft
title: Occurrence Download

description: A dataset containing 60918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aedes aegypti (Linnaeus, 1762), Aedes aegypti formosus (Walker, 1848), Aedes aegypti aegypti)",
 "Year 1900-2025"
 ]
}

 The dataset includes 60918 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3yb6t
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus aldabranus (Ridgway, 1893)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 70 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070520-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwesur
title: Occurrence Download

description: A dataset containing 2714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus atripennis Swainson, 1837",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 2714 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070522-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fsjymy
title: Occurrence Download

description: A dataset containing 812540 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gadus morhua Linnaeus, 1758",
 "Year 1980-2025"
 ]
}

 The dataset includes 812540 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070516-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cf4xfn
title: Occurrence Download

description: A dataset containing 12989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus forficatus (Linnaeus, 1766)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 12989 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070524-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15750757
title: Speech/Non-Speech Dataset for Training Speech Detection Models (5-second clips)

description: This dataset contains a collection of .wav audio clips from Freesound.org, and a corresponding metadata.csv file. Building on the previous dataset: https://doi.org/10.5281/zenodo.15731210, this dataset is made up of 5-second segments for easier model training. To avoid data leakage, these clips were segmented after the train/val/test split, which is included in the metadata file. The final dataset breakdown is:



- 1802 training clips: 855 speech, 947 non-speech- 256 validation clips: 128 speech, 128 non-speech- 219 test clips: 102 speech, 117 non-speech
DOI: 10.5281/zenodo.15750758
title: Speech/Non-Speech Dataset for Training Speech Detection Models (5-second clips)

description: This dataset contains a collection of .wav audio clips from Freesound.org, and a corresponding metadata.csv file. Building on the previous dataset: https://doi.org/10.5281/zenodo.15731210, this dataset is made up of 5-second segments for easier model training. To avoid data leakage, these clips were segmented after the train/val/test split, which is included in the metadata file. The final dataset breakdown is:



- 1802 training clips: 855 speech, 947 non-speech- 256 validation clips: 128 speech, 128 non-speech- 219 test clips: 102 speech, 117 non-speech
DOI: 10.7265/2z30-1j49
title: The Northern Bering Sea: Our Way of Life, Version 1
DOI: 10.6084/m9.figshare.29421140
title: Supplemental_VonRuff_2025

description: Supplemental tables corresponding to Von Ruff et al. 2025
DOI: 10.6084/m9.figshare.29421140.v1
title: Supplemental_VonRuff_2025

description: Supplemental tables corresponding to Von Ruff et al. 2025
DOI: 10.15468/dl.5vszfm
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus fuscipennis (Milne-Edwards & Oustalet, 1887)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070526-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9wh5h
title: Occurrence Download

description: A dataset containing 23337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus ludwigii (A.Smith, 1834)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 23337 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070527-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t94g79
title: Occurrence Download

description: A dataset containing 2592 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON Z((-104.36018 35.98508 0,-103.8114 36.83513 0,-104.39396 37.89635 0,-104.5162 39.26823 0,-105.13901 41.18902 0,-105.43455 42.7885 0,-106.48294 44.09555 0,-106.941 44.65088 0,-107.837 45.14137 0,-108.46915 45.90295 0,-109.66348 46.76218 0,-110.34168 47.20895 0,-112.33436 47.47857 0,-113.20224 49.10029 0,-114.70174 51.41877 0,-116.15383 52.59697 0,-119.03276 54.03543 0,-120.92046 55.37736 0,-123.02597 57.45727 0,-124.74738 58.88874 0,-126.02326 59.30038 0,-126.66477 58.4739 0,-126.09208 57.69373 0,-123.96393 56.02499 0,-121.60958 54.43836 0,-121.20974 53.77017 0,-120.72925 52.7279 0,-119.57601 52.10652 0,-118.16723 50.93378 0,-117.44353 50.19861 0,-116.67252 49.34997 0,-116.42681 48.79282 0,-116.97977 47.82608 0,-116.8883 47.01721 0,-116.04084 46.15921 0,-116.62392 45.27668 0,-115.94635 43.66188 0,-113.43006 42.66909 0,-112.90854 42.26289 0,-112.19724 41.51809 0,-111.63394 40.05687 0,-112.35106 39.30515 0,-112.86949 38.56044 0,-113.11273 37.91328 0,-112.39142 37.5912 0,-111.65076 38.06608 0,-110.48614 39.58268 0,-109.95887 39.07082 0,-109.30192 39.30916 0,-108.15743 39.20283 0,-107.78148 38.60809 0,-107.82421 38.19755 0,-108.45317 37.65491 0,-108.13725 37.28475 0,-107.30531 37.08881 0,-107.00994 35.8799 0,-105.65957 35.36882 0,-104.36018 35.98508 0))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Formicivora iheringi Hellmayr, 1909, Erebia epipsodea Butler, 1868)"
 ]
}

 The dataset includes 2592 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070528-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bbxyk
title: Occurrence Download

description: A dataset containing 5834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus modestus Hartlaub, 1849",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 5834 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070530-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87rt3f
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Dicrurus waldenii Schlegel, 1865",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 178 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070531-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7265/keqj-x449
title: Cillaput: Our Weather, Yukon-Kuskowim Delta Weather Station Network, Version 1