cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17107895
title: GRB 250702B as a 5D Breach: Ultra-Long Repeating Gamma-Ray Burst, Natural Particle Acceleration, and Incipient Quasar Evolution - Weber

description: This work presents a speculative yet mathematically grounded interpretation of GRB 250702B, the unprecedented gamma-ray burst observed in July 2025 that persisted for nearly 24 hours with multiple repeating pulses. Traditional 4D astrophysical engines such as collapsars, magnetars, and compact binary mergers cannot reproduce the duration, recurrence, or absence of afterglows associated with this event.

We propose that GRB 250702B is best explained as a 5D breach event — a temporary rupture in the barrier between our 4D spacetime and a five-dimensional manifold. Through this breach, energy from a higher-dimensional collapse leaked into our universe, manifesting as the observed ultra-long, oscillatory emission.

Our mathematical framework introduces a breach transfer kernel that incorporates gating, ringdown oscillations, and cross-dimensional energy transfer. Proxy simulations show that a black hole merger with ringdown (BHR) driver provides the best fit, supported by quasi-periodic spectral features. This mechanism naturally explains the observed light curve, the absence of classical afterglows, and the potential for exotic particle emission.

We further demonstrate that dimensional breaches act as natural particle accelerators, capable of generating ultra-high-energy cosmic rays (UHECRs) beyond the GZK cutoff. The corrected Planck constant and firewall dynamics provide a theoretical basis for energy transfer from 5D into 4D at extreme scales.

Finally, we explore the evolutionary pathway of such events. While a compact 4D remnant may exist at the locus, it functions only as an anchor. The dominant engine is the 5D black hole, which may stabilize into a long-lived exhaust port, harvesting energy across dimensions. This suggests that GRB 250702B may represent the first direct observation of an incipient quasar, providing a bridge between transient GRBs, fast “Cow events,” and persistent quasar activity.

This interpretation is speculative but falsifiable. It yields concrete predictions: quasi-periodic oscillations in the PSD, phase-lagged hardness correlations, sign-reversing spectral lags, absence of 4D afterglows, and possible correlations with UHECR and neutrino events. These predictions can be tested with current and upcoming instruments.     RJW
DOI: 10.15468/dl.9za49j
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ursus arctos"
 ]
}

 The dataset includes 57 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056308-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p577gj
title: Occurrence Download

description: A dataset containing 35533 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytolacca acinosa"
 ]
}

 The dataset includes 35533 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056309-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10810190
title: PSSdb-Taxa:  A Pelagic Size Structure database taxa-specific product to support biogeochemical modeling:  Update to first release of taxa-specific products

description: This dataset represents the first update to the first release of taxa-specific products from the Pelagic Size Structure database (PSSdb, https://pssdb.net), a scientific project investigating the global particle size distributions measured from multiple pelagic imaging systems. These devices include the Imaging Flow Cytobot (Olson and Sosik 2007), benchtop scanners like the ZooScan (Gorsky et al. 2010), and the Underwater Vision Profiler (Picheral et al. 2010). The data sources originate from Ecotaxa (https://ecotaxa.obs-vlfr.fr/), Ecopart (https://ecopart.obs-vlfr.fr/), and Imaging FlowCytobot dashboards (https://ifcb.caloos.org/dashboard and https://ifcb-data.whoi.edu/dashboard).

Taxa-specific products were generated after standardization of the automated or manual taxonomic annotations assigned to individual particles following the recent guidelines of Neeley et al. (2021). We used the World Register of Marine Species (WoRMS, https://www.marinespecies.org/)  to assign each particle its final taxonomic annotation, and published group-specific relationships linking biovolume to carbon biomass or dry weight.

The herein taxa-specific products include both taxonomic class-specific data, obtained after grouping all particles in a given taxonomic class§, and broad plankton functional type (PFT) dataƗ. Detrital materials were also separated based on common categories (marine snow, aggregate, fecal pellet) and known biovolume-to-biomass conversion factors (Durkin et al. 2021). Links to the PSSdb code (including the taxonomic and allometric look-up tables) and documentation are available on the PSSdb webpage (https://pssdb.net).

 

This updated version includes the following changes (modified in April, 2024):

●     An error in the size classes defined in the ecopart_size_bins.tsv used by the script generating taxa-specific products (scripts/5_compute_taxa_NBSS.py) was corrected, the size ratio between consecutive size bins is the same across all the size range.

 

 For additional information, please see the PDF documentation available below ...
DOI: 10.5281/zenodo.11059581
title: PSSdb-Taxa:  A Pelagic Size Structure database taxa-specific product to support biogeochemical modeling:  Update to first release of taxa-specific products

description: This dataset represents the first update to the first release of taxa-specific products from the Pelagic Size Structure database (PSSdb, https://pssdb.net), a scientific project investigating the global particle size distributions measured from multiple pelagic imaging systems. These devices include the Imaging Flow Cytobot (Olson and Sosik 2007), benchtop scanners like the ZooScan (Gorsky et al. 2010), and the Underwater Vision Profiler (Picheral et al. 2010). The data sources originate from Ecotaxa (https://ecotaxa.obs-vlfr.fr/), Ecopart (https://ecopart.obs-vlfr.fr/), and Imaging FlowCytobot dashboards (https://ifcb.caloos.org/dashboard and https://ifcb-data.whoi.edu/dashboard).

Taxa-specific products were generated after standardization of the automated or manual taxonomic annotations assigned to individual particles following the recent guidelines of Neeley et al. (2021). We used the World Register of Marine Species (WoRMS, https://www.marinespecies.org/)  to assign each particle its final taxonomic annotation, and published group-specific relationships linking biovolume to carbon biomass or dry weight.

The herein taxa-specific products include both taxonomic class-specific data, obtained after grouping all particles in a given taxonomic class§, and broad plankton functional type (PFT) dataƗ. Detrital materials were also separated based on common categories (marine snow, aggregate, fecal pellet) and known biovolume-to-biomass conversion factors (Durkin et al. 2021). Links to the PSSdb code (including the taxonomic and allometric look-up tables) and documentation are available on the PSSdb webpage (https://pssdb.net).

 

This updated version includes the following changes (modified in April, 2024):

●     An error in the size classes defined in the ecopart_size_bins.tsv used by the script generating taxa-specific products (scripts/5_compute_taxa_NBSS.py) was corrected, the size ratio between consecutive size bins is the same across all the size range.

 

 For additional information, please see the PDF documentation available below ...
DOI: 10.15468/dl.chp6tm
title: Occurrence Download

description: A dataset listing the 525 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-100.25494 25.66674,-100.25827 25.6622,-100.25573 25.66044,-100.25523 25.66047,-100.2544 25.66085,-100.2534 25.66134,-100.25282 25.66175,-100.25253 25.66235,-100.25319 25.66276,-100.25377 25.66295,-100.25394 25.66351,-100.2534 25.66441,-100.25248 25.66539,-100.25161 25.66584,-100.2504 25.66595,-100.25044 25.66787,-100.25024 25.66884,-100.25082 25.66903,-100.2519 25.66712,-100.25248 25.66637,-100.25344 25.66625,-100.25411 25.66655,-100.25494 25.66674))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 525 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375701-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwezsq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleiotaxis upembensis Lisowski"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085424-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p4dj6k
title: Occurrence Download

description: A dataset containing 13575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tamias amoenus J.A.Allen, 1890"
 ]
}

 The dataset includes 13575 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0353469-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcgpmz
title: Occurrence Download

description: A dataset containing 137072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.37877 34.62467,-108.82533 34.62467,-108.82533 44.31284,-122.37877 44.31284,-122.37877 34.62467))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 137072 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0380932-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrrsus
title: Occurrence Download

description: A dataset listing the 8648 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is IICT Herbário LISC"
 ]
}

 The dataset's 8648 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104069-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8pf8fu
title: Occurrence Download

description: A dataset containing 978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Syndactyla ucayalae (Chapman, 1928)"
 ]
}

 The dataset includes 978 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375656-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zytgn5
title: Occurrence Download

description: A dataset containing 1709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias verticillata L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 1709 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268356-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ktc8yn
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mantidactylus melanopleura (Mocquard, 1901))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 28 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053853-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n42q6y
title: Occurrence Download

description: A dataset containing 57373 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cucullia prenanthis Boisduval, 1840, Sherardia arvensis L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 57373 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327890-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u59yre
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "TaxonKey is Pogonatum comosum (Müll.Hal.) Mitt."
 ]
}

 The dataset includes 389 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027544-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hggv5r
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gephyromantis malagasius (Methuen & Hewitt, 1913))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053834-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3w4mtr
title: Occurrence Download

description: A dataset containing 1808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Progne subis (Linnaeus, 1758)",
 "Year 2011-2018"
 ]
}

 The dataset includes 1808 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172032-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsqrgy
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gymnopogon P.Beauv.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 482 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327904-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftptk2
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Boehmantis microtympanum (Angel, 1935))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053873-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uhewa
title: Occurrence Download

description: A dataset containing 2618 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thripadectes flammulatus (Eyton, 1849)"
 ]
}

 The dataset includes 2618 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0375684-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rma6sm
title: Occurrence Download

description: A dataset containing 13475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Stevia Cav."
 ]
}

 The dataset includes 13475 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172037-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rs2235
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spinomantis massi (Glaw & Vences, 1994))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053844-230224095556074/datasets/export for details.
DOI: 10.15468/dl.e8nmv9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastrotheca yacuri Carvajal-Endara, Coloma, Morales-Mite, Guayasamin, Székely & Duellman, 2019)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053878-230224095556074/datasets/export for details.
DOI: 10.15468/dl.4gac9t
title: Occurrence Download

description: A dataset containing 39620888 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 39620888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172038-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urc6jd
title: Occurrence Download

description: A dataset containing 18612 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cucullia scrophulariae (Denis & Schiffermüller, 1775), Sibbaldia procumbens L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 18612 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpp35j
title: Occurrence Download

description: A dataset containing 1412 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Schismaderma carens (Smith, 1848))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1412 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053950-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.28ew92
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sicyos angulatus L., Sideridis lampra Schawerda, 1913)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 765 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327907-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.