cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ueae9b
title: Occurrence Download

description: A dataset containing 1070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alchemilla fallax, Alchemilla fallax, Alchemilla fissa, Alchemilla fissa, Alchemilla fissa, Alchemilla fissa, Alchemilla incisa, Alchemilla othmarii, Alchemilla sericoneura, Alchemilla glaberrima, Alchemilla glaberrima, Alchemilla glaberrima, Alchemilla glaberrima, Alchemilla sinuata, Alchemilla pyrenaica, Alchemilla pyrenaica, Alchemilla pyrenaica)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1070 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007335-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18459925
title: THE "SMART AGGLOMERATION" CONCEPT FOR SUSTAINABLE URBAN GOVERNANCE BASED ON AN ECOLOGICAL AND GEOLOGICAL MODEL

description:  This article substantiates the smart agglomeration concept for sustainable urban management based on an ecological and geological model using the example of Tashkent city. GIS technologies, spatial analysis, and multi-criteria assessment were applied to classify urban areas by ecological safety, digital potential, and resource balance. Based on the analysis, recommendations were developed for enhancing stable zones, improving infrastructure, and systematically planning smart agglomeration.
DOI: 10.5281/zenodo.18459926
title: THE "SMART AGGLOMERATION" CONCEPT FOR SUSTAINABLE URBAN GOVERNANCE BASED ON AN ECOLOGICAL AND GEOLOGICAL MODEL

description:  This article substantiates the smart agglomeration concept for sustainable urban management based on an ecological and geological model using the example of Tashkent city. GIS technologies, spatial analysis, and multi-criteria assessment were applied to classify urban areas by ecological safety, digital potential, and resource balance. Based on the analysis, recommendations were developed for enhancing stable zones, improving infrastructure, and systematically planning smart agglomeration.
DOI: 10.15468/dl.wefv8h
title: Occurrence Download

description: A dataset containing 103173 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callinectes bocourti",
 "HasCoordinate is true",
 "Year is greater than or equal to 2008",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 103173 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007267-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17884639
title: Data and code release: 9.6σ Confirmation of Orientation-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: Evidence for the Semi-Dirac Membrane Paradigm

description: Public data release accompanying the paper "Observation of Inclination-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: 9.6σ Evidence for the Semi-Dirac Membrane Paradigm" (Frederick Manfredi, 2025).

  Updated and expanded analysis of 48 binary black hole mergers from GWTC-1 through GWTC-4.0, yielding 9.61σ evidence for the predicted δf ∝ sin⁴ι correlation from the Semi-Dirac membrane paradigm. Includes full posterior-derived error bars and weighted linear fit. Supersedes and confirms the earlier 48-event result (10.5281/zenodo.17852169).

This expanded dataset contains a processed table of 100 real LIGO/Virgo/KAGRA binary black hole events (O1–O4) with official inclination posteriors, masses, network SNR, and the predicted Semi-Dirac frequency shift δf = +0.06 × f_ISCO × sin⁴ι. It includes posterior-derived error bars on both axes and a weighted linear fit yielding 9.61σ significance (slope 2.845 ± 0.428 Hz, R²=0.580).

Files:
- real_inclinations.csv                       : 100 events with inclination posteriors (median + 90% CI)- master_data_100events.json                  : Full processed table including δf, SNR, masses, etc.- SEMI_DIRAC_final_with_errorbarsV2.py        : Run this script → reproduces the 9.61σ weighted fit and figure- SemiDirac_100events_WithErrorbars_Final.png : Publication-ready figure- Top100BBHEventsSortedBySNR`                 : Top 100 BBH events sorted by SNR and the catalogue they were pulled from- IGNSFiles.txt`                              : All of the names of the IGNS files used.


Builds on the 48-event release (DOI: 10.5281/zenodo.17852169). All gravitational-wave samples are publicly available from GWOSC. License: CC-BY-4.0.
DOI: 10.15468/dl.4teuex
title: Occurrence Download

description: A dataset containing 12697 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alchemilla carniolica, Alchemilla colorata, Alchemilla colorata, Alchemilla exigua, Alchemilla exigua, Alchemilla flabellata, Alchemilla flabellata, Alchemilla glaucescens, Alchemilla monticola, Alchemilla plicata, Alchemilla plicata, Alchemilla propinqua, Alchemilla propinqua, Alchemilla propinqua, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla hybrida, Alchemilla gracilis, Alchemilla gracilis, Alchemilla gracilis, Alchemilla gracilis, Alchemilla pastoralis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 12697 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007336-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.eeefyy7a
title: BnF 362 Diccionario castellano náhuatl
title: BnF 362 Dictionnaire castillan náhualt

description: Paléographie, normalisation et présentation du manuscrit n°362 de la Bnf - un dictionnaire espagnol-nahuatl anonyme du 18e siècle. Ce travail a été réalisé dans le cadre du Gran Diccionario de Náhuatl (Grand dictionnaire Nahualt), une œuvre collective et évolutive qui consiste à présenter sous leur forme originale et mettre en concordance sous une forme normalisée (nahuatl) et modernisée (espagnol) des dictionnaires, grammaires et manuels de conversation qui appartiennent à quatre siècles de l'histoire de la langue nahuatl.
DOI: 10.5281/zenodo.18448420
title: PUDL Raw EIA Form 923 -- Power Plant Operations Report

description: The EIA Form 923 collects detailed monthly and annual electric power data on electricity generation, fuel consumption, fossil fuel stocks, and receipts at the power plant and prime mover level. Archived from 
https://www.eia.gov/electricity/data/eia923

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.4127039
title: PUDL Raw EIA Form 923 -- Power Plant Operations Report

description: The EIA Form 923 collects detailed monthly and annual electric power data on electricity generation, fuel consumption, fossil fuel stocks, and receipts at the power plant and prime mover level. Archived from 
https://www.eia.gov/electricity/data/eia923

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.wdeye3
title: Occurrence Download

description: A dataset containing 173703 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Plethodon cinereus)"
 ]
}

 The dataset includes 173703 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007278-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18448405
title: PUDL Raw EIA Bulk API Data

description: All data made available in bulk through the EIA Open Data API, including:



the Annual Energy Outlook, the International Energy Outlook and the Short Term Energy Outlook;

aggregate national, state, and mine-level coal production statistics, including imports and exports, reciepts of coal at electric power plants, consumption and quality, market sales, reserves, and productive capacity;

U.S. electric system operating data;

aggregate national, state, and plant-level electricity generation statistics, including fuel quality and consumption, for grid-connectedplants with nameplate capacity of 1 megawatt or greater;

CO2 emissions aggregates, CO2 emissions and carbon coefficients by fuel, state, and sector;

International Energy System (IES) data containing production, reserves, consumption, capacity, storage, imports, exports, and emissions time series by country for electricity, petroleum, natural gas, coal, nuclear, and renewable energy;

statistics of U.S. natural gas production, imports, exploration, pipelines, exports, prices, consumption, stocks, and reserves;

statistics of U.S. petroleum and other liquid fuel production, imports, refining, exports, prices, consumption, stocks, and reserves;

aggregate national, PADD, state, city, port, and refinery petroleum imports data for various grades of crude oil and country of origin;

state and national energy production and consumption, using survey and estimates to create comprehensive state energy statistics and flows;

U.S. total energy production, prices, carbon dioxide emissions, and consumption of energy from all sources by sector.


Archived from https://www.eia.gov/opendata/bulkfiles.php. The Annual Energy Outlook data is also archived separately here.

This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. At present, PUDL integrates only a few specific data series related to fuel receipts and costs figures from the Bulk Electricity API. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



The PUDL Repository on GitHub

PUDL Documentation

Other Catalyst Cooperative data archives
DOI: 10.15468/dl.6gp55n
title: Occurrence Download

description: A dataset containing 98609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is University of Alberta Vascular Plant Herbarium (ALTA-VP)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 98609 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007328-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dspbnn
title: Occurrence Download

description: A dataset containing 15141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alchemilla aggregata, Alchemilla compta, Alchemilla connivens, Alchemilla connivens, Alchemilla connivens, Alchemilla coriacea, Alchemilla crinita, Alchemilla cymatophylla, Alchemilla decumbens, Alchemilla effusa, Alchemilla filicaulis, Alchemilla filicaulis, Alchemilla glabra, Alchemilla glabra, Alchemilla glabra, Alchemilla glabra, Alchemilla glabricaulis, Alchemilla glomerulans, Alchemilla hirtipes, Alchemilla impexa, Alchemilla impexa, Alchemilla lineata, Alchemilla lineata, Alchemilla lunaria, Alchemilla micans, Alchemilla obtusa, Alchemilla obtusa, Alchemilla obtusa, Alchemilla obtusa, Alchemilla racemulosa, Alchemilla reniformis, Alchemilla rubristipula, Alchemilla semisecta, Alchemilla straminea, Alchemilla strigosula, Alchemilla strigosula, Alchemilla strigosula, Alchemilla strigosula, Alchemilla subcrenata, Alchemilla subcrenata, Alchemilla subglobosa, Alchemilla tenuis, Alchemilla tirolensis, Alchemilla tirolensis, Alchemilla undulata, Alchemilla versipila, Alchemilla vulgaris, Alchemilla vulgaris, Alchemilla vulgaris, Alchemilla vulgaris, Alchemilla vulgaris, Alchemilla xanthochlora, Alchemilla cleistophylla, Alchemilla ursina, Alchemilla alpestris, Alchemilla alpestris, Alchemilla alpestris, Alchemilla alpestris, Alchemilla alpestris, Alchemilla alpestris, Alchemilla heteropoda, Alchemilla acutiloba, Alchemilla acutiloba, Alchemilla acutiloba, Alchemilla acutiloba, Alchemilla pratensis, Alchemilla pratensis, Alchemilla pratensis)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 15141 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007337-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7xdvdq
title: Occurrence Download

description: A dataset containing 721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Simarouba glauca",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 721 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007338-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60905/hl0gs7
title: Debe reconquistarse la buena imagen de la U. de Antioquia

description: &lt;p&gt; El ex rector Iv��n Correa Arango hace un llamado a que se recupere la buena imagen de la universidad teniendo en cuenta que aunque pasa por momentos muy dif��ciles y complejos es un referente de la cultura antioque��a que debe enaltecerse. En el presente art��culo se hace menci��n al origen de la corporaci��n Amigos de la Universidad, ���La Corporaci��n nad�� de una conversaci��n entre el actual rector, doctor Luis Fernando Duque, y yo, relacionada con todos los problemas de la Universidad��� (p.19). All�� se involucraron algunos profesionales antioque��os con una plena voluntad de velar por la universidad de manera c��vica, vincular componentes de la sociedad como la comunidad y la empresa privada, donde se discuta la crisis pero tambi��n el rol que deber��a tener la universidad en el campo de lo social y empresarial, entendiendo adem��s, que a nivel de toda Antioquia tiene una responsabilidad muy importante en el desarrollo de las regiones.&lt;/p&gt;
description: CONTEXTO DE LA NOTICIA: "Campa��as pol��ticas de ��lvaro G��mez; Conferencia mundial de TV en Colombia; intercambios comerciales en d��lares
para Colombia; Venezuela busca nacionalizar petr��leo; Gobierno de coalici��n en crisis
"
DOI: 10.15468/dl.dys6js
title: Occurrence Download

description: A dataset containing 11324 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tremarctos ornatus"
 ]
}

 The dataset includes 11324 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007339-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18448404
title: EPA MATS -- Mercury and Air Toxics Standards

description: The EPA Mercury and Air Toxics Standards (MATS) dataset provides detailed information on emissions of hazardous air pollutants, specifically mercury and other toxic substances, from power plants in the United States. Established by the U.S. Environmental Protection Agency (EPA) under the Clean Air Act, MATS aims to reduce air pollution and its associated health risks by setting limits on the emissions of mercury, arsenic, acid gases, and other pollutants from coal- and oil-fired power plants. The dataset typically includes metrics such as emission levels, compliance testing results, facility locations, and operational data. It serves as a critical resource for policymakers, researchers, and environmental organizations to assess the effectiveness of pollution control measures, monitor compliance, and evaluate the environmental and public health impacts of power plant emissions. Archived from 
https://www.epa.gov/stationary-sources-air-pollution/mercury-and-air-toxics-standards

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.17888634
title: Data and code release: 9.6σ Confirmation of Orientation-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: Evidence for the Semi-Dirac Membrane Paradigm

description: Public data release accompanying the paper "Observation of Inclination-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: 9.6σ Evidence for the Semi-Dirac Membrane Paradigm" (Frederick Manfredi, 2025).

  Updated and expanded analysis of 48 binary black hole mergers from GWTC-1 through GWTC-4.0, yielding 9.61σ evidence for the predicted δf ∝ sin⁴ι correlation from the Semi-Dirac membrane paradigm. Includes full posterior-derived error bars and weighted linear fit. Supersedes and confirms the earlier 48-event result (10.5281/zenodo.17852169).

This expanded dataset contains a processed table of 100 real LIGO/Virgo/KAGRA binary black hole events (O1–O4) with official inclination posteriors, masses, network SNR, and the predicted Semi-Dirac frequency shift δf = +0.06 × f_ISCO × sin⁴ι. It includes posterior-derived error bars on both axes and a weighted linear fit yielding 9.61σ significance (slope 2.845 ± 0.428 Hz, R²=0.580).

Files:
- real_inclinations.csv                       : 100 events with inclination posteriors (median + 90% CI)- master_data_100events.json                  : Full processed table including δf, SNR, masses, etc.- SEMI_DIRAC_with_errorbarsV2.py              : Run this script → reproduces the 9.61σ weighted fit and figure- SemiDirac_100events_WithErrorbars_Final.png : Publication-ready figure- Top100BBHEventsSortedBySNR`                 : Top 100 BBH events sorted by SNR and the catalogue they were pulled from- IGNSFiles.txt`                              : All of the names of the IGNS files used.


Builds on the 48-event release (DOI: 10.5281/zenodo.17852169). All gravitational-wave samples are publicly available from GWOSC. License: CC-BY-4.0.
DOI: 10.5281/zenodo.17884638
title: Data and code release: 9.6σ Confirmation of Orientation-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: Evidence for the Semi-Dirac Membrane Paradigm

description: Public data release accompanying the paper "Observation of Inclination-Dependent Ringdown Frequency Shifts in 100 Binary Black Hole Mergers: 9.6σ Evidence for the Semi-Dirac Membrane Paradigm" (Frederick Manfredi, 2025).

  Updated and expanded analysis of 48 binary black hole mergers from GWTC-1 through GWTC-4.0, yielding 9.61σ evidence for the predicted δf ∝ sin⁴ι correlation from the Semi-Dirac membrane paradigm. Includes full posterior-derived error bars and weighted linear fit. Supersedes and confirms the earlier 48-event result (10.5281/zenodo.17852169).

This expanded dataset contains a processed table of 100 real LIGO/Virgo/KAGRA binary black hole events (O1–O4) with official inclination posteriors, masses, network SNR, and the predicted Semi-Dirac frequency shift δf = +0.06 × f_ISCO × sin⁴ι. It includes posterior-derived error bars on both axes and a weighted linear fit yielding 9.61σ significance (slope 2.845 ± 0.428 Hz, R²=0.580).

Files:
- real_inclinations.csv                       : 100 events with inclination posteriors (median + 90% CI)- master_data_100events.json                  : Full processed table including δf, SNR, masses, etc.- SEMI_DIRAC_with_errorbarsV2.py              : Run this script → reproduces the 9.61σ weighted fit and figure- SemiDirac_100events_WithErrorbars_Final.png : Publication-ready figure- Top100BBHEventsSortedBySNR`                 : Top 100 BBH events sorted by SNR and the catalogue they were pulled from- IGNSFiles.txt`                              : All of the names of the IGNS files used.


Builds on the 48-event release (DOI: 10.5281/zenodo.17852169). All gravitational-wave samples are publicly available from GWOSC. License: CC-BY-4.0.
DOI: 10.5281/zenodo.18448415
title: PUDL Raw FERC Form 6

description: The Federal Energy Regulatory Commission (FERC) Form 6 is a comprehensive financial and operating report submitted for oil pipelines rate regulation and financial audits. Archived from https://www.ferc.gov/industries-data/electric/general-information/electric-industry-forms/form-66-q-overview-orders


This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



	
The PUDL Repository on GitHub
	
PUDL Documentation
	
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.7126395
title: PUDL Raw FERC Form 6

description: The Federal Energy Regulatory Commission (FERC) Form 6 is a comprehensive financial and operating report submitted for oil pipelines rate regulation and financial audits. Archived from https://www.ferc.gov/industries-data/electric/general-information/electric-industry-forms/form-66-q-overview-orders


This archive contains raw input data for the Public Utility Data Liberation (PUDL) software developed by Catalyst Cooperative. It is organized into Frictionless Data Packages. For additional information about this data and PUDL, see the following resources:



	
The PUDL Repository on GitHub
	
PUDL Documentation
	
Other Catalyst Cooperative data archives