cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17682584
title: Replication package for: College, cognitive ability, and socioeconomic disadvantage: policy lessons from the UK in 1960-2004

description: Replication package for: Ichino, Rustichini, and Zanella (2025), "College, cognitive ability, and socioeconomic disadvantage: policy lessons from the UK in 1960-2004." Review of Economic Studies. The package contains Stata, Matlab, and R programs to replicate the results in the article. The data used in the article are publicly available and freely accessible to any researcher. The raw data files downloaded from these public sources should be placed in the appropriate folders as described in the README file inside the package.
DOI: 10.34740/kaggle/dsv/13830556
title: Living Cost Citywise India (MasterDataset)
DOI: 10.5281/zenodo.17682107
title: The Triadic Asymmetry Principle: A Unified Geometric Origin of Dark Matter, Dark Energy, and Density-Modulated Gravity

description: This preprint introduces the Triadic Asymmetry Principle (TAP), a geometric framework in which Motion, Time, and Space form an ordered, non-commuting triad. The non-closure of this triad is quantified by the asymmetry scalar A = ||[M, T, S]||, which acts as a new geometric invariant. By deforming the gravitational action via a multiplicative function F(A), the framework generates three emergent late-time cosmological sectors: (1) a density-modulated effective Newton constant G_eff(ρ), (2) a rigidity-dominated matter component (TRM) with scaling ρ ∝ a^{-3(1+β)}, and (3) a geometric dark-energy contribution proportional to the triadic asymmetry.

The theory is fully covariant, introduces no new dynamical fields, and recovers General Relativity in high-density or high-curvature regimes through a natural geometric screening mechanism. TAP predicts mild, correlated observational signatures relevant to the Hubble tension, the S8 growth-rate suppression, and recent DESI indications of evolving w(z). 

This version contains 12 pages, 4 figures, and 3 appendices, including derivations of the TAP-modified field equations, cosmological applications, and perturbative extensions.
DOI: 10.5281/zenodo.17682108
title: The Triadic Asymmetry Principle: A Unified Geometric Origin of Dark Matter, Dark Energy, and Density-Modulated Gravity

description: This preprint introduces the Triadic Asymmetry Principle (TAP), a geometric framework in which Motion, Time, and Space form an ordered, non-commuting triad. The non-closure of this triad is quantified by the asymmetry scalar A = ||[M, T, S]||, which acts as a new geometric invariant. By deforming the gravitational action via a multiplicative function F(A), the framework generates three emergent late-time cosmological sectors: (1) a density-modulated effective Newton constant G_eff(ρ), (2) a rigidity-dominated matter component (TRM) with scaling ρ ∝ a^{-3(1+β)}, and (3) a geometric dark-energy contribution proportional to the triadic asymmetry.

The theory is fully covariant, introduces no new dynamical fields, and recovers General Relativity in high-density or high-curvature regimes through a natural geometric screening mechanism. TAP predicts mild, correlated observational signatures relevant to the Hubble tension, the S8 growth-rate suppression, and recent DESI indications of evolving w(z). 

This version contains 12 pages, 4 figures, and 3 appendices, including derivations of the TAP-modified field equations, cosmological applications, and perturbative extensions.
DOI: 10.15468/dl.92bbya
title: Occurrence Download

description: A dataset containing 4988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.28.61_2",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Magnoliopsida, Liliopsida)"
 ]
}

 The dataset includes 4988 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003525-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17682335
title: A Multi-Objective Production Scheduling Model Integrating Machine Learning-Based Demand Forecasting with Consideration of Substitute Products in the Textile Industry
DOI: 10.5281/zenodo.17682336
title: A Multi-Objective Production Scheduling Model Integrating Machine Learning-Based Demand Forecasting with Consideration of Substitute Products in the Textile Industry
DOI: 10.5281/zenodo.17682615
title: Replication package for: College, cognitive ability, and socioeconomic disadvantage: policy lessons from the UK in 1960-2004

description: Replication package for: Ichino, Rustichini, and Zanella (2025), "College, cognitive ability, and socioeconomic disadvantage: policy lessons from the UK in 1960-2004." Review of Economic Studies. The package contains Stata, Matlab, and R programs to replicate the results in the article. The data used in the article are publicly available and freely accessible to any researcher. The raw data files downloaded from these public sources should be placed in the appropriate folders as described in the README file inside the package.
DOI: 10.15468/dl.8wufmy
title: Occurrence Download

description: A dataset containing 48632 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Atropa belladonna"
 ]
}

 The dataset includes 48632 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003526-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17682614
title: VOGRIPA volumes

description: This file contains data for volumes of erupted magma bodies extracted from the VOGRIPA catalog.
DOI: 10.5281/zenodo.17682613
title: VOGRIPA volumes

description: This file contains data for volumes of erupted magma bodies extracted from the VOGRIPA catalog.
DOI: 10.15468/dl.me56zw
title: Occurrence Download

description: A dataset containing 2947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.87737 40.65865,30.32321 40.65865,30.32321 41.63785,27.87737 41.63785,27.87737 40.65865))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2025-2025"
 ]
}

 The dataset includes 2947 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003529-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnsej6
title: Occurrence Download

description: A dataset containing 2947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((27.87737 40.65865,30.32321 40.65865,30.32321 41.63785,27.87737 41.63785,27.87737 40.65865))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "Year 2025-2025"
 ]
}

 The dataset includes 2947 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003528-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57783/3m7r-zh09
title: New York HCUP
DOI: 10.15468/dl.5x6zdb
title: Occurrence Download

description: A dataset containing 498242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini, Angola, Zimbabwe, Zambia, Mozambique, Madagascar, Namibia, Malawi)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 498242 records from 342 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003519-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w793fj
title: Occurrence Download

description: A dataset containing 1160 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is ab13adb9-ce23-444d-87c9-ce41f03ef2b3",
 "TaxonKey is Tremarctos ornatus"
 ]
}

 The dataset includes 1160 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003531-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h7fgq
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ateles hybridus"
 ]
}

 The dataset includes 320 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003532-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkr7c9
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Programme les sentinelles du climat - effets du changement climatique sur la biodiversité en région Nouvelle-Aquitaine-Programme les sentinelles du climat - Protocole lépidoptères et ascalaphes de pelouses calcicoles produit par la SEL"
 ]
}

 The dataset includes 204 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003533-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15556557
title: Data for "Methyl Isocyanate Formation from Oxygen Insertion in Methyl Cyanide Ices"

description: IR spectra of CH3CN:O3, CH3CN:O2, CH3CN:O3:Xe, CH3CN:O3:CO2, and CH3CN:O3:H2O ices. Spectra are saved as individual files, where the first column is wavenumber (cm^-1) and the second column is IR absorbance.  No baseline subtraction has been performed and the experiment numbers correspond to Table 2 in the corresponding manuscript.  Also includes TPD data from Figure 4
DOI: 10.15468/dl.efchne
title: Occurrence Download

description: A dataset containing 761288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinodontiformes"
 ]
}

 The dataset includes 761288 records from 977 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029957-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5cw4g
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ambystoma mexicanum",
 "Year 1964-2014"
 ]
}

 The dataset includes 103 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029978-251025141854904/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.30031519
title: Data matrix and outputs

description: Phylogenetic data matrix and outputs
DOI: 10.6084/m9.figshare.30031537
title: 3D models of CAPPA/UFSM 0506

description: 3D models of CAPPA/UFSM 0506
DOI: 10.6084/m9.figshare.30031537.v1
title: 3D models of CAPPA/UFSM 0506

description: 3D models of CAPPA/UFSM 0506
DOI: 10.6084/m9.figshare.30031519.v1
title: Data matrix and outputs

description: Phylogenetic data matrix and outputs
DOI: 10.15468/dl.haab78
title: Occurrence Download

description: A dataset containing 90727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((81 25, 83 25, 83 26, 81 26, 81 25))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 90727 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029933-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkkutk
title: Occurrence Download

description: A dataset containing 1842 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-91.30755 38.91435,-72.27625 38.91435,-72.27625 50.59796,-91.30755 50.59796,-91.30755 38.91435))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carex debilis"
 ]
}

 The dataset includes 1842 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029982-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b83pyc
title: Occurrence Download

description: A dataset containing 306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Annona muricata"
 ]
}

 The dataset includes 306 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029983-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axnqdq
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper sarmentosum"
 ]
}

 The dataset includes 2214 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029984-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/g7e6s
title: Thickness Estimation via Thermography (AISI 1045 Steel Dataset)

description: Dataset supporting the article “Non-Contact Thickness Estimation of High-Temperature Oxide Layers on AISI 1045 Steel Using Infrared Thermography and Tree-Based Machine Learning.” Includes thermal images, micrometer data, and metadata.
DOI: 10.15468/dl.np92n5
title: Occurrence Download

description: A dataset containing 4091 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salsola collina"
 ]
}

 The dataset includes 4091 records from 216 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029985-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgsad3
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((150.04746 19.91731,106.86015 56.85385,58.27444 39.80621,90.94896 -3.3811,150.04746 19.91731))",
 "TaxonKey is Rhus punjabensis"
 ]
}

 The dataset includes 879 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029986-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gukapv
title: Occurrence Download

description: A dataset containing 752329 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esociformes"
 ]
}

 The dataset includes 752329 records from 846 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029972-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/8p50-eg83
title: "The Impact of Types of Enterprise R&D Alliance Partners  on New Quality Productivity"

description: "This data mainly contains the dependent, independent and control variables."
DOI: 10.15468/dl.q6h3mk
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "GadmGid is one of (CHN.2.1.6_1, CHN.2.1.4_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2015-2023"
 ]
}

 The dataset includes 82 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001336-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jmj62v
title: Occurrence Download

description: A dataset containing 11552517 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is China"
 ]
}

 The dataset includes 11552517 records from 4984 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001290-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edhjbx
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paphiopedilum tigrinum"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049206-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bbd9k
title: Occurrence Download

description: A dataset containing 105660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates clamitans (Latreille, 1801))"
 ]
}

 The dataset includes 105660 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003918-250426092105405/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.28868732
title: Heavy metal contamination across European Union

description: Heavy metal contamination across European Union
DOI: 10.5281/zenodo.16908006
title: Geomorphic Indices for Assessing Relative Uplift Rates Along the Central Mindoro Fault, Philippines

description: Data tables for multiple geomorphic indices and figures river profile analyses
DOI: 10.15468/dl.ygx3vz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia melanoxylon",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024564-250811113504898/datasets/export for details.
DOI: 10.18453/rosdok_id00004915
title: Data set for Pairing particles into holonomies
DOI: 10.15468/dl.gagrft
title: Occurrence Download

description: A dataset containing 72746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Bromeliaceae"
 ]
}

 The dataset includes 72746 records from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003147-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13139/olcf/3000779
title: Active-wake mixing in atmospheric boundary layers with one-turbine arrays

description: This dataset includes results of high fidelity simulations of a single, offshore wind turbine under a variety of atmospheric conditions.  Of primary interest is the turbine performance and wake characteristics when different turbine control strategies are applied, including when wake steering or active wake control are used.  The simulations were performed with the LES code AMR-Wind (https://github.com/Exawind/amr-wind/), coupled with OpenFAST (https://github.com/OpenFAST/openfast) and the ROSCO open-source turbine controller (https://github.com/NREL/ROSCO).  The turbine used in the simulations is the IEA 15MW reference turbine model.
DOI: 10.5281/zenodo.18330148
title: WTF Is Wrong With Us? 🤔 & How to fix us

description: Abstract

Humanity exhibits a peculiar pathology: it can accurately diagnose its own failures while remaining structurally incapable of correcting them. This document examines a species that understands climate collapse yet accelerates it, condemns cruelty yet automates it, and declares “never again” while scheduling sequels.

Through the lens of psychology, systems theory, and historical analysis, the study finds that human institutions do not malfunction by accident—they function exactly as designed under fear, hierarchy, and abstraction. Intelligence remains high. Empathy persists locally. Wisdom, however, fails to scale.

The result is a civilization that behaves less like a coherent organism and more like a nervous system stuck in a loop: alarm, cooperation, relief, forgetting, repetition. From the outside, such a species would not appear insane—but unstable, volatile, and prematurely entrusted with powerful tools.

The conclusion is not extinction, intervention, or rescue. It is diagnosis. Humanity does not need a savior. It needs restraints it cannot vote away when calm returns and memory fades.

This document presents a first-person–initiated, evidence-informed analysis of humanity’s recurring self-destructive patterns. Beginning with a subjective catalyst (a vivid dream and moral distress), the inquiry progresses through psychology, systems theory, political economy, evolutionary biology, and risk analysis to explain why human-created systems often behave in ways that feel hostile or “inhuman.”

The analysis distinguishes metaphor from literal claims, evaluates humanity using a species-level sanity index, and concludes that humanity is neither insane nor healthy, but unstable and in need of enforceable structural guardrails rather than savior fantasies.

(Tone note: unsettling, restrained, no sci-fi claims, no annihilation fantasy — just recognition.)

HOW TO FIX US

A Systems-Level Treatment Framework for Advancing Human Civilization Toward Stable Self-Governance 

Abstract

This document presents a systems-level treatment framework addressing the structural causes of humanity’s recurring self-destructive behavior. Building on prior diagnosis that situates humanity at approximately 3.5/10 on a species-level sanity index, this analysis identifies five non-negotiable structural shifts required for civilizational stabilization. Drawing from systems engineering, political science, cognitive psychology, evolutionary biology, and risk management, the framework rejects utopian ideals and savior narratives in favor of enforceable guardrails, distributed responsibility, and institutional memory. The findings suggest that civilizational maturity is defined not by moral purity or unity, but by reliable containment of known failure modes.