cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rzn3h9
title: Occurrence Download

description: A dataset containing 5716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((106.58559 47.49277,106.68178 47.43532,106.7704 47.44197,106.79778 47.41791,106.85464 47.42588,106.93035 47.43237,107.01209 47.44845,107.04277 47.50182,107.11195 47.63913,107.11195 47.76349,106.88541 47.82323,106.78881 47.83092,106.72675 47.83172,106.62487 47.78073,106.58035 47.77173,106.54231 47.69508,106.55129 47.63564,106.5581 47.57393,106.58559 47.49277))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5716 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058410-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qk4xng
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea rhizophorae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 525 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058415-250827131500795/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.30119212
title: Travel Time and Delay Studies on the Sunyani Road in the Kumasi Metropolis.pdf

description: Traffic congestion is a common issue in urban areas, especially on major roads in the Kumasi Metropolis. This study looks at congestion on Sunyani Road, a key arterial route divided into six segments, running from Cambridge International to the Y-junction. Using both the Moving Vehicle Technique and the Floating Car Method, data were collected from 14 trips during peak hours. The results showed severe congestion, with speeds dropping to 11.25 km/h in the morning and 7.25 km/h in the afternoon. Some segments had travel times as high as 788 and 1080 seconds, and vehicle density and flow were also significantly high. Data from the Mytracks GPS app closely matched that from the traditional method, confirming its reliability for measuring travel times and delays.
DOI: 10.6084/m9.figshare.30119212.v1
title: Travel Time and Delay Studies on the Sunyani Road in the Kumasi Metropolis.pdf

description: Traffic congestion is a common issue in urban areas, especially on major roads in the Kumasi Metropolis. This study looks at congestion on Sunyani Road, a key arterial route divided into six segments, running from Cambridge International to the Y-junction. Using both the Moving Vehicle Technique and the Floating Car Method, data were collected from 14 trips during peak hours. The results showed severe congestion, with speeds dropping to 11.25 km/h in the morning and 7.25 km/h in the afternoon. Some segments had travel times as high as 788 and 1080 seconds, and vehicle density and flow were also significantly high. Data from the Mytracks GPS app closely matched that from the traditional method, confirming its reliability for measuring travel times and delays.
DOI: 10.15468/dl.xh6w8n
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058417-250827131500795/datasets/export for details.
DOI: 10.15468/dl.e9xa7k
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dermestes peruvianus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058418-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfwz6m
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dermestes peruvianus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058419-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4496a9
title: Occurrence Download

description: A dataset containing 58459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prunus virginiana"
 ]
}

 The dataset includes 58459 records from 510 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058299-250827131500795/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.30119221
title: Formation of excitonic complexes in monolayer MoSe<sub>2</sub> probed by Excitation Correlation Spectroscopy

description: Raw data from the publication "Formation of excitonic complexes in monolayer MoSe<sub>2</sub> probed by Excitation Correlation Spectroscopy", in review
DOI: 10.6084/m9.figshare.30119221.v1
title: Formation of excitonic complexes in monolayer MoSe<sub>2</sub> probed by Excitation Correlation Spectroscopy

description: Raw data from the publication "Formation of excitonic complexes in monolayer MoSe<sub>2</sub> probed by Excitation Correlation Spectroscopy", in review
DOI: 10.15468/dl.kqtfxz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassostrea saidii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058421-250827131500795/datasets/export for details.
DOI: 10.15468/dl.brg7k9
title: Occurrence Download

description: A dataset containing 212466 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centaurium erythraea"
 ]
}

 The dataset includes 212466 records from 2028 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058319-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rzse2q
title: Occurrence Download

description: A dataset containing 628 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helictochloa gervaisii (Holub) Romero Zarco"
 ]
}

 The dataset includes 628 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017955-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8sfci
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryza longiglumis Jansen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016306-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjd3mh
title: Occurrence Download

description: A dataset containing 4382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sarracenia purpurea L.",
 "CoordinateUncertaintyInMeters is less than 500"
 ]
}

 The dataset includes 4382 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025423-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bmplo
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Physalis pumila Nutt.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 153 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016307-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4st6p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centemopsis sordida C.C.Towns."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082494-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wb7gyr
title: Occurrence Download

description: A dataset containing 30320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fragaria L.",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 30320 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016311-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrbe43
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pijnackeria masettii Scali, Milani & Passamonti, 2013",
 "Year 1000-2022"
 ]
}

 The dataset includes 361 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034031-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ewhq3
title: Occurrence Download

description: A dataset containing 887962 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Larus ridibundus Linnaeus, 1766"
 ]
}

 The dataset includes 887962 records from 811 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026664-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ex77ea
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Investigación prioritaria hacia el conocimiento y conservación de tortugas amenazadas del bosque seco tropical colombiano Mesoclemmys dahli (Carrachina) y Chelonoidis carbonaria (Morrocoy)"
 ]
}

 The dataset includes 281 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082460-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zyqktg
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to October",
 "Country is Australia",
 "TaxonKey is Hemiptera"
 ]
}

 The dataset includes 47 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016312-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caj5ts
title: Occurrence Download

description: A dataset containing 74588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orectolobiformes"
 ]
}

 The dataset includes 74588 records from 385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022883-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvxjga
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tylosapis dentatus (Stebbing, 1888)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082442-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evshod
title: Occurrence Download

description: A dataset containing 2331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza longistaminata A.Chev. & Roehr."
 ]
}

 The dataset includes 2331 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016314-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5wquz
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Türkiye",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypericum perforatum L."
 ]
}

 The dataset includes 50 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025424-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.byju6e
title: Occurrence Download

description: A dataset containing 141767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia artemisiifolia L."
 ]
}

 The dataset includes 141767 records from 1157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026666-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2rpyev
title: Occurrence Download

description: A dataset containing 102 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 Taterillus arenarius Robbins, 1974",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 102 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034400-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635536
title: Fatigue tests result for [90]8
DOI: 10.5281/zenodo.15635537
title: Fatigue tests result for [90]8
DOI: 10.15468/dl.a9zzdk
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyperolius tuberilinguis Smith, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 367 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034401-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvwkff
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Clitoria guianensis (Aubl.) Benth."
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034402-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jez886
title: Occurrence Download

description: A dataset containing 120 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 Taterillus congicus Thomas, 1915",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 120 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034403-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwnna3
title: Occurrence Download

description: A dataset containing 1785 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 1785 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034405-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635550
title: IR Thermal_Fatigue tests result for [±45]2s
DOI: 10.5281/zenodo.15635551
title: IR Thermal_Fatigue tests result for [±45]2s
DOI: 10.15468/dl.ja5u8c
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyperolius tuberilinguis Smith, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 304 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034406-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pvy45
title: Occurrence Download

description: A dataset containing 81 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 Taterillus emini (Thomas, 1892)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 81 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034407-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635561
title: IR Thermal_Fatigue tests result for [90]8
DOI: 10.5281/zenodo.15635562
title: IR Thermal_Fatigue tests result for [90]8
DOI: 10.5281/zenodo.15635538
title: Alexis Tsipras discourse analysis (May 2023 elections)
DOI: 10.5281/zenodo.15635539
title: Alexis Tsipras discourse analysis (May 2023 elections)
DOI: 10.5281/zenodo.15361216
title: Matched-filter catalog of Hikurangi Subduction Zone earthquakes

description: Note: this catalog accompanies a paper currently submitted to Seismological Research Letters. There may be amendments to the catalog following review.
DOI: 10.5281/zenodo.15361215
title: Matched-filter catalog of Hikurangi Subduction Zone earthquakes

description: Note: this catalog accompanies a paper currently submitted to Seismological Research Letters. There may be amendments to the catalog following review.
DOI: 10.5281/zenodo.15635581
title: TTSP DMA tests results for [±45]2s
DOI: 10.5281/zenodo.15635582
title: TTSP DMA tests results for [±45]2s
DOI: 10.15468/dl.7dama2
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hyperolius tuberilinguis Smith, 1849",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034408-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15635577
title: Falsifiable Validation of the Symbolic Irrational Constant ⟦κ⟧

description: This paper introduces and validates a newly defined irrational constant, symbolized as ⟦κ⟧. Unlike traditional mathematical constants, ⟦κ⟧ is proposed as a symbolic stabilizer—a number that modulates feedback, preserves memory, and balances entropy in symbolic and cognitive systems. The constant emerges from a recursive structure involving the golden ratio and plays a role in modular cognition, symbolic computation, and geometric encoding.

To test its validity, we designed five falsifiable experiments. These tests explore how ⟦κ⟧ affects modular loops, memory decay, volatility in symbolic systems, softmax-based selection behavior, and geometric spiral formations. The results consistently show that introducing ⟦κ⟧ changes the behavior of these systems in measurable, non-trivial ways.

This paper includes a fully reproducible Python script containing all five validation tests, making the findings verifiable and accessible for further research. The work builds upon the broader KN (Kuro Nova) framework and contributes a symbolic constant with clear experimental grounding.