cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18756217
title: Comprehensive Dataset for the \anh Initialization Framework: Geometric Core Validation across 300+ Entities (Subatomic to Galactic Scales)

description: This dataset provides the foundational empirical evidence for the \anh (Anadihilo) Initialization Framework, containing over 300 observational entries spanning 32 orders of magnitude—from subatomic particles to galactic bulges.

The data validates the existence of a universal geometric blueprint governed by two primary systemic multipliers derived from the Axiom of Normalization (\anh + n = 0_U) and the Universal Grid Constant (i = 0.0001):



The Compressive Factor (\Phi_\mu = 0.8): Governs nuclear bounds, subatomic particles, and extreme gravity states. Specifically for the 118 periodic elements, this factor successfully defines exact geometric core boundaries within their quantum probability clouds, bridging standard probability models with precise structural geometry.

The Expansion Factor (\Phi_G = 1.25): Governs macro-scale stabilization and exact physical boundaries (e.g., stellar cores, planetary bodies, and galactic bulges).


The dataset proves the Unitary Symmetry Law (0.8 \times 1.25 = 1.0), demonstrating that space is a discrete informational grid and mass is an emergent systemic friction, not an intrinsic property. Crucially, no curve-fitting techniques were applied. All calculations rely on pure mathematical geometric derivations compared 1:1 against officially recognized standard limits from NASA, CODATA, and IAU.

Files included in this repository:



Anadihilo_118_Elements_Complete_Names.csv: Atomic radii (probability cloud boundaries) and calculated exact \anh core limits for all 118 elements.

Anadihilo_Subatomic_Particles_Analysis.csv: Geometric structural limits of protons, neutrons, quarks, and bosons.

Anadihilo_Galaxy_BlackHole_Analysis.csv: Validation of the 1.25 expansion factor across major galaxies (Milky Way, Andromeda, M87) and hyper-vortices.

Anadihilo_High_Accuracy_Match.csv: Physical core radius match data for major solar system bodies, exoplanets, and primary stars.

Anadihilo_Universal_Fixed_100_Objects.csv: Mass stability and Schwarzschild boundary tests for planetary and stellar bodies.


For full theoretical derivations, please refer to the associated Anadihilo research papers (anadihilo.org).
DOI: 10.25549/wpacards-ouc11579661
title: WPA household census for 120 SOUTH EASTERN STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158689
title: WPA household census for 109 N HERBERT ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25403/upresearchdata.25902844
title: Coping behaviour of low-income country researchers versus high-income country researchers in global health collaborations

description: In this study, Coping behaviour of low-income country researchers in global health collaborations with high-income country researchers, an online survey of low-income country researchers was conducted to investigate what factors influence their integration into collaborations with researchers from high-income countries. Data was collected among 532 low-income country researchers to measure their propensity to integrate into these collaborations while facing various persistent conditions of inequality. This propensity was identified as integration orientation. This study applied the conceptual parallels between this setting and the acculturation setting to measure integration orientation outcomes realised from individual, group, task and community level enablers of equitable research. The results, including structural equation analysis demonstrated that community-level enablers are a more significant predictor of individual integration orientation than other enablers. The study extends acculturation theory to a context where non-dominant individuals’ integration into a dominant in-group is strongly associated with meeting their wider community-level goals, beyond their individual benefit. It recommends policy and practice actions for stakeholders to respond accordingly
DOI: 10.25403/upresearchdata.25902844.v1
title: Coping behaviour of low-income country researchers versus high-income country researchers in global health collaborations

description: In this study, Coping behaviour of low-income country researchers in global health collaborations with high-income country researchers, an online survey of low-income country researchers was conducted to investigate what factors influence their integration into collaborations with researchers from high-income countries. Data was collected among 532 low-income country researchers to measure their propensity to integrate into these collaborations while facing various persistent conditions of inequality. This propensity was identified as integration orientation. This study applied the conceptual parallels between this setting and the acculturation setting to measure integration orientation outcomes realised from individual, group, task and community level enablers of equitable research. The results, including structural equation analysis demonstrated that community-level enablers are a more significant predictor of individual integration orientation than other enablers. The study extends acculturation theory to a context where non-dominant individuals’ integration into a dominant in-group is strongly associated with meeting their wider community-level goals, beyond their individual benefit. It recommends policy and practice actions for stakeholders to respond accordingly
DOI: 10.25549/wpacards-ouc11580059
title: WPA household census for 115 N HERBERT ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-159070
title: WPA household census for 141 1/2 SOUTH BONNIE BEACH PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11579817
title: WPA household census for 116 SOUTH EASTERN STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11580185
title: WPA household census for 104 1/4 SOUTH EASTERN STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.8us75n
title: Occurrence Download

description: A dataset containing 1161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniozus",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 1161 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006708-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdg5ee
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Crabbea hirsuta",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 89 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006709-260221153910048/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.31398579
title: Calc alkaline volcanism-aided phytoplankton growth and organic matter production of the Cenomanian-Turonian Eagle Ford Formation of South Texas

description: The kerogen-rich Eagle Ford (EF) black shales of south Texas formed in the Late Cretaceous, overlapping the Cenomanian-Turonian (C-T) boundary and the Oceanic Anoxic Event 2 (OAE2). This study proposes a continuous calc-alkaline volcanogenic model of oil-generation for the EF by petrographic, geochemical, and geochronological studies of sub-surface and surface EF shale cores. Biotite, alkali feldspar phenocrysts, andesitic rock fragments and swelling clays observed, and X-ray diffraction (XRD) analyses of bulk samples indicate continuous volcanism during EF deposition. Zircons yield U-Pb ages of 93.2 ± 1.66 Ma, 94.13 ± 1.25 Ma and 93.7 ± 1.9 Ma, consistent with the C-T age of deposition. The ε<sub>Hf(i)</sub> of zircons averaged at +1.23, indicating a crustal component in the arc volcanism. In the <sup>187</sup>Os/<sup>188</sup>Os<sub>initial</sub> at 93 Ma, the time of EF deposition is 2.47–5.11 indicating a continental-crustal origin of the osmium (Os). Continuous arc volcanism during the EF deposition of volcanic-silicic sediments and carbonates was simultaneously a part of the Cretaceous global continental arc flare-ups, responsible for greenhouse conditions and anoxia during black shales deposition. We conclude that the black shale of the EF is dominated by lamalginites (unicellular solitary or colonial phytoplankton), produced during algal blooms falling as ‘marine snow’ augmented by calc-alkaline volcanism at the C-T boundary.
DOI: 10.6084/m9.figshare.31398579.v1
title: Calc alkaline volcanism-aided phytoplankton growth and organic matter production of the Cenomanian-Turonian Eagle Ford Formation of South Texas

description: The kerogen-rich Eagle Ford (EF) black shales of south Texas formed in the Late Cretaceous, overlapping the Cenomanian-Turonian (C-T) boundary and the Oceanic Anoxic Event 2 (OAE2). This study proposes a continuous calc-alkaline volcanogenic model of oil-generation for the EF by petrographic, geochemical, and geochronological studies of sub-surface and surface EF shale cores. Biotite, alkali feldspar phenocrysts, andesitic rock fragments and swelling clays observed, and X-ray diffraction (XRD) analyses of bulk samples indicate continuous volcanism during EF deposition. Zircons yield U-Pb ages of 93.2 ± 1.66 Ma, 94.13 ± 1.25 Ma and 93.7 ± 1.9 Ma, consistent with the C-T age of deposition. The ε<sub>Hf(i)</sub> of zircons averaged at +1.23, indicating a crustal component in the arc volcanism. In the <sup>187</sup>Os/<sup>188</sup>Os<sub>initial</sub> at 93 Ma, the time of EF deposition is 2.47–5.11 indicating a continental-crustal origin of the osmium (Os). Continuous arc volcanism during the EF deposition of volcanic-silicic sediments and carbonates was simultaneously a part of the Cretaceous global continental arc flare-ups, responsible for greenhouse conditions and anoxia during black shales deposition. We conclude that the black shale of the EF is dominated by lamalginites (unicellular solitary or colonial phytoplankton), produced during algal blooms falling as ‘marine snow’ augmented by calc-alkaline volcanism at the C-T boundary.
DOI: 10.25549/wpacards-c8-158716
title: WPA household census for 127 N HERBERT ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158650
title: WPA household census for 3806 EAST 1ST STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158710
title: WPA household census for 123 1/2 N HERBERT ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158824
title: WPA household census for 3908 EAST 2ND PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11580064
title: WPA household census for 3922 EAST 2ND PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11580119
title: WPA household census for 3927 EAST 2ND PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158854
title: WPA household census for 3913 EAST 2ND PLACE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158887
title: WPA household census for 217 SOUTH HERBERT AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-ouc11579411
title: WPA household census for 133 1/2 SOUTH ROWAN AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-157897
title: WPA household census for 211 SOUTH DITMAN STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-158020
title: WPA household census for 135 S TOWNSEND STREET, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.