cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8xmz7v
title: Occurrence Download

description: A dataset containing 2823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-9949.0",
 "Geometry POLYGON((-100.42064 24.16969,-74.29446 24.16969,-74.29446 36.48935,-100.42064 36.48935,-100.42064 24.16969))",
 "TaxonKey is Myocastor coypus"
 ]
}

 The dataset includes 2823 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001171-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17664650
title: ANALYSIS OF BENTHIC FORAMINIFERA EXTINCTION FROM EQUATORIAN MID-PLEISTOCENE SEDIMENTS

description: Samples taken from IODP344-U1414A.

Isotopic results from Oregon State University on October 28-29, 2025. Foraminiferal carbonate was acidified at 70°C with anhydrous phosphoric acid in a Kiel IV device connected to a Thermo MAT 253Plus isotope ratio mass spectrometer and data reported relative to the VPDB (Vienna PeeDee Belemnite) standard.  Reference gas calibrated with the international standards NIST 8541 (NBS19) and NIST 8542 (NBS18).
DOI: 10.5281/zenodo.17664651
title: ANALYSIS OF BENTHIC FORAMINIFERA EXTINCTION FROM EQUATORIAN MID-PLEISTOCENE SEDIMENTS

description: Samples taken from IODP344-U1414A.

Isotopic results from Oregon State University on October 28-29, 2025. Foraminiferal carbonate was acidified at 70°C with anhydrous phosphoric acid in a Kiel IV device connected to a Thermo MAT 253Plus isotope ratio mass spectrometer and data reported relative to the VPDB (Vienna PeeDee Belemnite) standard.  Reference gas calibrated with the international standards NIST 8541 (NBS19) and NIST 8542 (NBS18).
DOI: 10.5281/zenodo.17664683
title: The Axis Model: A Unified Framework for Emergent Particle Structure, Cosmology, and Gravitational Phenomena

description: This repository contains the computational pipelines and empirical validation notebooks for the Axis Model framework—a geometric unification program in which fundamental particles and interactions emerge from scalar-stabilized configurations of quantized vector displacements (“mortons”).

All notebooks are designed for direct reproducibility in Google Colab and mirror the figures, fits, and statistical tests reported in the companion manuscripts. Exploratory prototypes from early development are retained for archival comparison but superseded by preregistered and corrected pipelines.

Domains covered





Gravitational wave anomalies: frequency-scan pipelines with preregistered specifications and family-wise error control.




Cosmological scaling: CMB large-angle suppression, dark-energy scaling, Hubble-tension diagnostics.




Astrophysical structure: galactic rotation curves, lensing deviations, Einstein Cross modeling, dispersion relations.




Particle benchmarks: electron finite-energy radius, muon decay, neutrino mass fits, chirality structure.




Theoretical extensions:





Statistical reproducibility and error-control formalism.




Recursive dimensional growth into tri-vector geometry.




Updated electron Morton benchmarks consistent with collider bounds and Planck cutoff.




New: first-principles derivation of the fine-structure constant (Appendix AK) — including canonical EFT normalization, projection-geometry factors, one-loop RG flow, and ppm-level two-loop stability bounds.





Revisions in this release

This version adds full documentation and Axis-model context for the θ₃₂ posteriors.The double-Gaussian fit is now explicitly interpreted as an Axis-derived mixture over two scalar branches, with improved comments, function docstrings, and consistent sin2𝜃23  labeling. Fit robustness is slightly improved (higher maxfev and stored covariance matrices), and figure outputs are standardized for direct use in the neutrino paper and Overleaf. No substantive change to the underlying datasets or basic fitting procedure.

This dataset supersedes prior releases. For questions, compatibility issues, or support with the Colab notebooks, contact: amortonmd@gmail.com
DOI: 10.15468/dl.87rs46
title: Occurrence Download

description: A dataset containing 700 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tabebuia roseoalba"
 ]
}

 The dataset includes 700 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001174-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy2za6
title: Occurrence Download

description: A dataset containing 27556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (CR, EN, VU, NT, LC)",
 "OccurrenceStatus is Present",
 "TaxonKey is Piper"
 ]
}

 The dataset includes 27556 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001173-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/qtxzgh
title: Supplemental Data for Burning “ExposHome”: Deriving a Mixture of Combustible Materials in American Homes at the Wildland-Urban Interface for Health Studies

description: Supplemental Figures S1-S2 and Supplemental Tables S1-S7 for the manuscript titled "Burning 'ExposHome': Deriving a Mixture of Combustible Materials in American Homes at the Wildland-Urban Interface for Health Studies."
DOI: 10.15468/dl.dr29dr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meleagris ocellata",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048913-250811113504898/datasets/export for details.
DOI: 10.15468/dl.k7wcxv
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Colombia",
 "TaxonKey is Andinobates virolinensis"
 ]
}

 The dataset includes 389 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048917-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27ayxt
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dianthus barbatus",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048915-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6444ca
title: Occurrence Download

description: A dataset containing 1646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Kinosternon sonoriense Le Conte, 1854)"
 ]
}

 The dataset includes 1646 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003629-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ek3psr
title: Occurrence Download

description: A dataset containing 3098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Spea intermontana (Cope, 1883))"
 ]
}

 The dataset includes 3098 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003630-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18430/m39o8n
title: X-ray diffraction data for the crystal structure of 2,3,4,5-tetrahydropyridine-2,6-dicarboxylate N-succinyltransferase (DapD) from Bordetella pertussis (9O8N)
DOI: 10.15468/dl.9xu24u
title: Occurrence Download

description: A dataset containing 25206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tectona grandis L.f.",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 25206 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003627-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sg6ssf
title: Occurrence Download

description: A dataset containing 0 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 Dendrocygna autumnalis (Linnaeus, 1758)",
 "Year is less than or equal to 2024",
 "Year is greater than or equal to 2021",
 "Continent is North America"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013454-250515123054153/datasets/export for details.
DOI: 10.3886/e231478
title: Replication data for: All the Single Ladies: Job Promotions and the Durability of Marriage

description: We study how promotions to top jobs affect the probability of divorce. We compare the relationship trajectories of winning and losing candidates for mayor and parliamentarian and find that a promotion to one of these jobs doubles the baseline probability of divorce for women, but not for men. We also find a widening gender gap in divorce rates for men and women after being promoted to CEO. An analysis of possible mechanisms shows that divorces are concentrated in more gender-traditional couples, while women in more gender-equal couples are unaffected.
DOI: 10.3886/e231478v1
title: Replication data for: All the Single Ladies: Job Promotions and the Durability of Marriage

description: We study how promotions to top jobs affect the probability of divorce. We compare the relationship trajectories of winning and losing candidates for mayor and parliamentarian and find that a promotion to one of these jobs doubles the baseline probability of divorce for women, but not for men. We also find a widening gender gap in divorce rates for men and women after being promoted to CEO. An analysis of possible mechanisms shows that divorces are concentrated in more gender-traditional couples, while women in more gender-equal couples are unaffected.
DOI: 10.3886/e231479
title: Replication data for: Taken by Storm: Hurricanes, Migrant Networks, and US Immigration

description: Do negative shocks in origin countries encourage or inhibit international migration? What roles do networks play in modifying out-migration responses? The answers to these questions are not theoretically obvious, and past empirical findings are equivocal. We examine the impact of hurricanes on a quarter century of international migration to the United States. Hurricanes increase migration to the United States, with the effect's magnitude increasing in the size of prior migrant stocks. We provide new insights into how networks facilitate legal, permanent US immigration in response to origin country shocks, a matter of growing importance as climate change increases natural disaster impacts.
DOI: 10.3886/e231479v1
title: Replication data for: Taken by Storm: Hurricanes, Migrant Networks, and US Immigration

description: Do negative shocks in origin countries encourage or inhibit international migration? What roles do networks play in modifying out-migration responses? The answers to these questions are not theoretically obvious, and past empirical findings are equivocal. We examine the impact of hurricanes on a quarter century of international migration to the United States. Hurricanes increase migration to the United States, with the effect's magnitude increasing in the size of prior migrant stocks. We provide new insights into how networks facilitate legal, permanent US immigration in response to origin country shocks, a matter of growing importance as climate change increases natural disaster impacts.
DOI: 10.3886/e231480
title: Replication data for: The Elasticity of Science

description: This paper identifies the degree to which scientists are willing to change the direction of their work in exchange for resources. Data from the National Institutes of Health are used to estimate how scientists respond to targeted funding opportunities. Inducing a scientist to change their direction by a small amount—to work on marginally different topics—requires a substantial amount of funding in expectation. The switching costs of science are large. The productivity of grants is also estimated, and it appears the additional costs of targeted research may be more than offset by more productive scientists pursuing these grants.
DOI: 10.3886/e231480v1
title: Replication data for: The Elasticity of Science

description: This paper identifies the degree to which scientists are willing to change the direction of their work in exchange for resources. Data from the National Institutes of Health are used to estimate how scientists respond to targeted funding opportunities. Inducing a scientist to change their direction by a small amount—to work on marginally different topics—requires a substantial amount of funding in expectation. The switching costs of science are large. The productivity of grants is also estimated, and it appears the additional costs of targeted research may be more than offset by more productive scientists pursuing these grants.
DOI: 10.15468/dl.hucb2t
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus arizonica Sarg.)",
 "Continent is North America",
 "BasisOfRecord is Specimen",
 "Year is 1800,1930",
 "TaxonomicStatus is Accepted",
 "HasCoordinate is true",
 {
 "not" : {
 "TypeStatus" : [
 "is one of (Holotype, Isotype, Syntype, Type)"
 ]
 }
 }
 ]
}

 The dataset includes 53 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006965-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jacbm2
title: Occurrence Download

description: A dataset containing 2248 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is one of (United States of America, Mexico, Canada)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (December, January, February)",
 "OccurrenceStatus is Present",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "Year 2024-2024"
 ]
}

 The dataset includes 2248 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009020-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.528mwf
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Andrena semipunctata Cockerell, 1902"
 ]
}

 The dataset includes 235 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011683-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umce22
title: Occurrence Download

description: A dataset containing 23429406 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacteria"
 ]
}

 The dataset includes 23429406 records from 2285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011660-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15244201
title: Full Simulation Data, Validation Indices, and Frozen Repository for the Empirical Mode Decomposition Based Bias Correction Approach

description: This archive provides the full dataset and reproducibility materials for the EMDBC (Empirical Mode Decomposition-Based Bias Correction) method. It includes:



dataset.zip: Dataset containing the full spatial temperature time series for WRF simulations and validation indices:



ccsm_1995-2004_daily_t2.nc, ccsm_2045-2054_daily_t2.nc, and ccsm_2085-2094_daily_t2.nc: WRF-simulated near-surface air temperature data for historical and future periods.

validation_area_indices.txt: Spatial grid indices used for validation in the EMDBC evaluation.



repository.zip: A frozen snapshot of the GitHub repository at the time of publication. This includes the EMDBC source code and a minimal working example using sample time series.
DOI: 10.5281/zenodo.15244202
title: Full Simulation Data, Validation Indices, and Frozen Repository for the Empirical Mode Decomposition Based Bias Correction Approach

description: This archive provides the full dataset and reproducibility materials for the EMDBC (Empirical Mode Decomposition-Based Bias Correction) method. It includes:



dataset.zip: Dataset containing the full spatial temperature time series for WRF simulations and validation indices:



ccsm_1995-2004_daily_t2.nc, ccsm_2045-2054_daily_t2.nc, and ccsm_2085-2094_daily_t2.nc: WRF-simulated near-surface air temperature data for historical and future periods.

validation_area_indices.txt: Spatial grid indices used for validation in the EMDBC evaluation.



repository.zip: A frozen snapshot of the GitHub repository at the time of publication. This includes the EMDBC source code and a minimal working example using sample time series.
DOI: 10.15468/dl.kqctc8
title: Occurrence Download

description: A dataset containing 547 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelachyrum Hochst. & Nees"
 ]
}

 The dataset includes 547 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000965-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxre8n
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Opuntia stricta",
 "Country is Malawi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024410-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/spdmla
title: California Poll: 2000-02 -- February 22 - March 4, 2000

description: The Field Poll, established in 1945 as The California Poll by Mervin Field, has operated continuously as an independent, non-partisan, media-sponsored public opinion news service. Each year the Field Polls cover a wide range of political and social topics examining California public opinion. Continuing measures are made of voter support for leading political figures vying for major state and federal offices, job ratings of important political figures and reactions to significant political events. Voter awareness, understanding and predispositions of major campaign issues and salient statewide ballot propositions are also tracked over time. For poll 2000-02 N=2421.
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: The UCLA Social Science Data Archive (“the Archive”) gives permission and any required licenses to Data-PASS to make the Content available for archiving, preservation and access (with permission of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conform
s to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/uiaggs
title: FACEBRASIL 25 DEZ 2012

description: Revista brasileira, Orlando, Florida
DOI: 10.25549/inscriptifact-ouc110813548
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813520
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813493
title: Roman Female Head from Palmyrene Funerary Relief, BMC S.88

description: [Text Description:] Imperial (Roman) ❧ [Text or Publication Number Note:] BMC S.88 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Limestone Female Head from Funerary Relief ❧ [Physical Object Note:] 5 11/16 in. x 4 1/2 in. x 4 1/4 in. (14.5 cm x 11.5 cm x 10.8 cm)
DOI: 10.25549/inscriptifact-ouc110813467
title: Attic White-Ground Lekythos (Oil Bottle) with Tomb Visitation Scene, BMC P.3222

description: [Text Description:] Attributed to Aischines Painter, Classical ❧ [Text or Publication Number Note:] BMC P.3222 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay, White-Ground Lekythos (Oil Bottle) ❧ [Physical Object Note:] 7 1/2 x 2 9/16 x 2 9/16 in. (19 x 6.5 x 6.5 cm) ❧ [Physical Object Note:] Lekythoi
DOI: 10.25549/inscriptifact-ouc110813543
title: Neo-Assyrian Stamp Seal with Multi-figured Scene, BMC S.114

description: [Text Description:] Neo-Assyrian ❧ [Text or Publication Number Note:] BMC S.114 ❧ [Medium:] Stone ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Stone Stamp Seal ❧ [Physical Object Note:] 1 x 23/32 x 3/4 in. (2.5 x 1.8 x 1.9 cm)
DOI: 10.25549/inscriptifact-ouc110813768
title: Copper Scroll

description: [Text Description:] ❧ list of buried treasure ❧ [Text or Publication Number Note:] 3Q15 Copper Scroll ❧ [Excavation Description:] Found during survey of cliffs at Qumran in March 1952 by Roland de Vaux and William Reed. ❧ [Medium:] Metal ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 23 oxydized copper half-cylinder segments with incised letters