cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ry3ttn
title: Occurrence Download

description: A dataset containing 14876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Opuntia polyacantha Haw."
 ]
}

 The dataset includes 14876 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057192-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24432/c5vk6s
title: Vehicle Loan Dataset
DOI: 10.24432/c5qw58
title: Linear regression
DOI: 10.24432/c5m31w
title: fraud data
DOI: 10.24432/c5gd0c
title: Lattice-physics (PWR fuel assembly neutronics simulation results)
DOI: 10.15468/dl.wnfqhc
title: Occurrence Download

description: A dataset containing 43990441 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fungi"
 ]
}

 The dataset includes 43990441 records from 4256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057180-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/tllzui
title: Replication Data for: More than Money: The Political Consequences of Reparations

description: Replication Data for: More than Money: The Political Consequences of Reparations
description: <strong>APSR Data Editors' Note:</strong> APSR Data Editors have reviewed included documentation for completeness. Since not all data used can be publicly shared, only the reproducibility of some findings in the article (Figures 1, 9, and 10) was assessed. Data editors have verified that the included code specifies all figures and tables in the article and should allow those with access to the data to reproduce all results. Data editors do not review results presented in appendices or supplementary materials.
DOI: 10.5281/zenodo.15643045
title: Data and Figures for Interbasin Analysis of the Poleward Expansion of TC Potential Intensity

description: This repository contains the scripts and datafiles required to recreate the figures in "Interbasin Analysis of the Poleward Expansion of Tropical Cyclone Potential Intensity".
DOI: 10.5281/zenodo.17477294
title: Data and Figures for Interbasin Analysis of the Poleward Expansion of TC Potential Intensity

description: This repository contains the scripts and datafiles required to recreate the figures in "Interbasin Analysis of the Poleward Expansion of Tropical Cyclone Potential Intensity".
DOI: 10.5281/zenodo.17478159
title: Selected meta data of accepted contributions to some AI/ML conferences 2020-2025

description: This dataset contains author names, titles and urls of  accepted contributions to some AI/ML confereences (AAAI, ICML, NeurIPS and IJCAI) in the years 2020-2025.

The data originates from these sources:

* https://icml.cc/Downloads/2020* https://icml.cc/Downloads/2021* https://icml.cc/Downloads/2022* https://icml.cc/Downloads/2023* https://icml.cc/Downloads/2024* https://icml.cc/Downloads/2025* https://aaai.org/proceeding/aaai-34-2020/* https://aaai.org/proceeding/aaai-35-2021/* https://aaai.org/proceeding/aaai-36-2022/* https://aaai.org/proceeding/aaai-37-2023/* https://aaai.org/proceeding/aaai-38-2024/* https://aaai.org/proceeding/aaai-39-2025/* https://www.ijcai.org/proceedings/2020/* https://www.ijcai.org/proceedings/2021/* https://www.ijcai.org/proceedings/2022/* https://www.ijcai.org/proceedings/2023/* https://www.ijcai.org/proceedings/2024/* https://www.ijcai.org/proceedings/2025/* https://neurips.cc/Downloads/2020* https://neurips.cc/Downloads/2021* https://neurips.cc/Downloads/2022* https://neurips.cc/Downloads/2023* https://neurips.cc/Downloads/2024* https://neurips.cc/Downloads/2025

The data contains above mentioned meta data only, and no abstract, text, pdfs or anything else.
DOI: 10.5281/zenodo.17478160
title: Selected meta data of accepted contributions to some AI/ML conferences 2020-2025

description: This dataset contains author names, titles and urls of  accepted contributions to some AI/ML confereences (AAAI, ICML, NeurIPS and IJCAI) in the years 2020-2025.

The data originates from these sources:

* https://icml.cc/Downloads/2020* https://icml.cc/Downloads/2021* https://icml.cc/Downloads/2022* https://icml.cc/Downloads/2023* https://icml.cc/Downloads/2024* https://icml.cc/Downloads/2025* https://aaai.org/proceeding/aaai-34-2020/* https://aaai.org/proceeding/aaai-35-2021/* https://aaai.org/proceeding/aaai-36-2022/* https://aaai.org/proceeding/aaai-37-2023/* https://aaai.org/proceeding/aaai-38-2024/* https://aaai.org/proceeding/aaai-39-2025/* https://www.ijcai.org/proceedings/2020/* https://www.ijcai.org/proceedings/2021/* https://www.ijcai.org/proceedings/2022/* https://www.ijcai.org/proceedings/2023/* https://www.ijcai.org/proceedings/2024/* https://www.ijcai.org/proceedings/2025/* https://neurips.cc/Downloads/2020* https://neurips.cc/Downloads/2021* https://neurips.cc/Downloads/2022* https://neurips.cc/Downloads/2023* https://neurips.cc/Downloads/2024* https://neurips.cc/Downloads/2025

The data contains above mentioned meta data only, and no abstract, text, pdfs or anything else.
DOI: 10.7910/dvn/7lypfn
title: Stata et l'analyse de données en sciences sociales

description: Matériels nécessaires afin de reproduire l'ensemble des résultats présentés dans le manuel "Stata et l'analyse de données en sciences sociales".
DOI: 10.15468/dl.e9tejn
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen)",
 "TaxonKey is Mepraia spinolai",
 "Year 1000-2021"
 ]
}

 The dataset includes 58 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007035-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuypk8
title: Occurrence Download

description: A dataset containing 1403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Leptodactylus knudseni"
 ]
}

 The dataset includes 1403 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007036-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e239398
title: Constant vs. cyclic flow when testing face masks and respirators as source control devices for simulated respiratory aerosols

description: SARS-CoV-2 spreads by infectious aerosols and droplets expelled from the respiratory tract. Masks and respirators can reduce the transmission of infectious respiratory diseases like SARS-CoV-2 by blocking these aerosols and droplets at the source. The ability of source control devices to block aerosols can be tested by expelling an aerosol through a headform wearing the device. These tests may be performed using constant airflows, which are simpler, or cyclic airflows, which are more realistic but require more complex methods. The purpose of these experiments was to compare the results found using constant vs. cyclic airflows.<br><br>A source control measurement system was used to measure the efficacy of two cloth face masks, two medical masks with and without an elastic mask brace, a neck gaiter, and an N95 respirator as source control devices for simulated respiratory aerosols. With this system, the aerosol flows from the inside of the mask toward the outside; that is, the aerosol flows in the same direction as it would flow during an exhalation by a person wearing the source control device. The experiments were conducted under four airflow conditions: cyclic breathing at 15 liters/minute (L/min), cyclic breathing at 85 L/min, constant outward airflow at 15 L/min, and constant outward airflow at 85 L/min. Each experiment began by placing the source control device on the headform and performing a fit test. The measurement system collection chamber was then sealed, and the cyclic or constant airflow and the aerosol generation were initiated. The aerosol concentration in the collection chamber was measured using an optical particle spectrometer (OPS). The source control collection efficiency was determined by comparing the steady-state concentration of aerosol particles in the collection chamber when the source control device was worn with the concentration when no source control device was used.
description: Data downloaded 5/20/2025
DOI: 10.3886/e239398v1
title: Constant vs. cyclic flow when testing face masks and respirators as source control devices for simulated respiratory aerosols

description: SARS-CoV-2 spreads by infectious aerosols and droplets expelled from the respiratory tract. Masks and respirators can reduce the transmission of infectious respiratory diseases like SARS-CoV-2 by blocking these aerosols and droplets at the source. The ability of source control devices to block aerosols can be tested by expelling an aerosol through a headform wearing the device. These tests may be performed using constant airflows, which are simpler, or cyclic airflows, which are more realistic but require more complex methods. The purpose of these experiments was to compare the results found using constant vs. cyclic airflows.<br><br>A source control measurement system was used to measure the efficacy of two cloth face masks, two medical masks with and without an elastic mask brace, a neck gaiter, and an N95 respirator as source control devices for simulated respiratory aerosols. With this system, the aerosol flows from the inside of the mask toward the outside; that is, the aerosol flows in the same direction as it would flow during an exhalation by a person wearing the source control device. The experiments were conducted under four airflow conditions: cyclic breathing at 15 liters/minute (L/min), cyclic breathing at 85 L/min, constant outward airflow at 15 L/min, and constant outward airflow at 85 L/min. Each experiment began by placing the source control device on the headform and performing a fit test. The measurement system collection chamber was then sealed, and the cyclic or constant airflow and the aerosol generation were initiated. The aerosol concentration in the collection chamber was measured using an optical particle spectrometer (OPS). The source control collection efficiency was determined by comparing the steady-state concentration of aerosol particles in the collection chamber when the source control device was worn with the concentration when no source control device was used.
description: Data downloaded 5/20/2025
DOI: 10.15468/dl.7gvmp8
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Xantholinus"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007042-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zg89g8
title: Occurrence Download

description: A dataset containing 19330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Momotus momota"
 ]
}

 The dataset includes 19330 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007040-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4csjb9
title: Occurrence Download

description: A dataset containing 5363 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fauna Íctica Nativa Continental de Chile"
 ]
}

 The dataset includes 5363 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007043-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478489
title: Inversión temporal y la cinta de möbius formalización cientifica
DOI: 10.5281/zenodo.17478488
title: Inversión temporal y la cinta de möbius formalización cientifica
DOI: 10.15468/dl.y744fa
title: Occurrence Download

description: A dataset containing 8748 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Country is United States of America",
 "StateProvince is California",
 "Year is 2016",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 8748 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007045-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.at65vm
title: Occurrence Download

description: A dataset containing 455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Phyllobates terribilis"
 ]
}

 The dataset includes 455 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007047-251025141854904/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.30483368
title: Five Operator Lattice Simulation

description: This dataset contains the Python simulation code and supporting documentation for the paper <i>A Five-Operator Lattice of Consciousness: A Logical Framework for Mediation Between Implicit and Explicit Processing</i> (McDaniel, 2025).The simulation implements a five-operator cognitive architecture comprising implicit compression (C₀), coherence gating (G⁺), novelty gating (G⁻), executive sequencing (C₁), and a null-state operator (Ω). Together these functions form a minimal closed system for self-referential information control, modeling how conscious processes balance stability, exploration, and renewal.Running the included file <code>five_operator_lattice_sim.py</code> (Python 3.14 + NumPy 2.1) reproduces the dynamic interactions and figures reported in Appendix A of the paper, generating time-series data that demonstrate operator balance, instability, and renewal cycles.The model bridges applied mathematics, cognitive science, and computational neuroscience, providing a reproducible framework for studying consciousness as a complex, recursive system.<b>License:</b> CC BY 4.0 <b>Keywords:</b> Five-Operator Lattice; Consciousness; Complex Systems; Cognitive Architecture; Predictive Processing; Python Simulation; Applied Mathematics.
DOI: 10.6084/m9.figshare.30483368.v1
title: Five Operator Lattice Simulation

description: This dataset contains the Python simulation code and supporting documentation for the paper <i>A Five-Operator Lattice of Consciousness: A Logical Framework for Mediation Between Implicit and Explicit Processing</i> (McDaniel, 2025).The simulation implements a five-operator cognitive architecture comprising implicit compression (C₀), coherence gating (G⁺), novelty gating (G⁻), executive sequencing (C₁), and a null-state operator (Ω). Together these functions form a minimal closed system for self-referential information control, modeling how conscious processes balance stability, exploration, and renewal.Running the included file <code>five_operator_lattice_sim.py</code> (Python 3.14 + NumPy 2.1) reproduces the dynamic interactions and figures reported in Appendix A of the paper, generating time-series data that demonstrate operator balance, instability, and renewal cycles.The model bridges applied mathematics, cognitive science, and computational neuroscience, providing a reproducible framework for studying consciousness as a complex, recursive system.<b>License:</b> CC BY 4.0 <b>Keywords:</b> Five-Operator Lattice; Consciousness; Complex Systems; Cognitive Architecture; Predictive Processing; Python Simulation; Applied Mathematics.
DOI: 10.5281/zenodo.17478462
title: Adjustments to reduce mass imbalances in Ecoinvent v3.10.

description: Data_A shows the amounts of obvious missing flows that need to be added to each activity in ecoinvent v3.10.

Data_B shows the initial and final mass estimates of products in the ecoinvent database while Bel shows the final and initial mass estimates for elementary flows.

Data_Gamma shows which activities lack end-of-life flows for capital uses.

Data_Eprod shows which products have been disaggregated into which alternatives while Data_Eact shows which disaggregated products interact with which (disaggregated) activities.

El_flow_bounds gives the minimal and maximal mass for every elementary flow.

Product_pounds gives the minimal and maximal mass bounds for every product.
DOI: 10.5281/zenodo.15547980
title: Adjustments to reduce mass imbalances in Ecoinvent v3.10.

description: Data_A shows the amounts of obvious missing flows that need to be added to each activity in ecoinvent v3.10.

Data_B shows the initial and final mass estimates of products in the ecoinvent database while Bel shows the final and initial mass estimates for elementary flows.

Data_Gamma shows which activities lack end-of-life flows for capital uses.

Data_Eprod shows which products have been disaggregated into which alternatives while Data_Eact shows which disaggregated products interact with which (disaggregated) activities.

El_flow_bounds gives the minimal and maximal mass for every elementary flow.

Product_pounds gives the minimal and maximal mass bounds for every product.
DOI: 10.15468/dl.5sut8j
title: Occurrence Download

description: A dataset containing 1043 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leptodactylus labyrinthicus"
 ]
}

 The dataset includes 1043 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007048-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18430/m39cd8
title: X-ray diffraction data for the crystal Structure of Acetyl-CoA synthetase from Cryptococcus neoformans H99 in complex with inhibitor HGN-1310 (dd3-027) (9CD8)
DOI: 10.15468/dl.a5eqz3
title: Occurrence Download

description: A dataset listing the 13105 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.27035 28.80498,-81.45386 28.74907,-81.56877 28.65219,-81.55053 28.62223,-81.58297 28.58444,-81.66227 28.56284,-81.72001 28.54738,-81.60537 28.14583,-81.39486 28.28884,-81.25174 28.36807,-81.15713 28.58242,-81.27035 28.80498))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 13105 records were derived from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007041-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478514
title: Layer-specific electric fields and conductivity in nonhuman primates during transcranial electrical stimulation

description: Dataset corresponding to each figure.
DOI: 10.5281/zenodo.17478515
title: Layer-specific electric fields and conductivity in nonhuman primates during transcranial electrical stimulation

description: Dataset corresponding to each figure.
DOI: 10.3886/e239399
title: Antimicrobials and Allergic Disease: Identifying Novel Biomarkers and Mechanisms of Action

description: Occupational immune diseases are some of the most common illnesses that affect workers in the United States. The Healthcare and Social Assistance Sector (HCSA) has one of the highest incidence of allergic disease compared to other industrial sectors. Individuals in this sector are frequently exposed to a variety of high-level cleaners and disinfectants along with antiseptics for the purposes of sterilization of surfaces, medical and surgical instruments, and reducing the incidence of nosocomial infections. The range of specificity and effectiveness of these agents is very diverse based on the type of chemical used. Commonly used antimicrobials include: alcohol, chlorine, iodine based agents; phenols; hydrogen peroxide; and quaternary ammonium compounds (QAC). While the importance of these kinds of chemicals is understood, many of these agents are also known to directly contribute to allergic disease. Antimicrobials including disinfectants and antiseptics are unique in that they have been identified to c
description: Data downloaded 5/20/2025
DOI: 10.3886/e239399v1
title: Antimicrobials and Allergic Disease: Identifying Novel Biomarkers and Mechanisms of Action

description: Occupational immune diseases are some of the most common illnesses that affect workers in the United States. The Healthcare and Social Assistance Sector (HCSA) has one of the highest incidence of allergic disease compared to other industrial sectors. Individuals in this sector are frequently exposed to a variety of high-level cleaners and disinfectants along with antiseptics for the purposes of sterilization of surfaces, medical and surgical instruments, and reducing the incidence of nosocomial infections. The range of specificity and effectiveness of these agents is very diverse based on the type of chemical used. Commonly used antimicrobials include: alcohol, chlorine, iodine based agents; phenols; hydrogen peroxide; and quaternary ammonium compounds (QAC). While the importance of these kinds of chemicals is understood, many of these agents are also known to directly contribute to allergic disease. Antimicrobials including disinfectants and antiseptics are unique in that they have been identified to c
description: Data downloaded 5/20/2025
DOI: 10.15468/dl.2dhtnb
title: Occurrence Download

description: A dataset containing 2712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Leptodactylus pentadactylus"
 ]
}

 The dataset includes 2712 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007051-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.scqvrt
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.57415 3.69452,-76.17779 3.69452,-76.17779 4.705,-77.57415 4.705,-77.57415 3.69452))",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllobates aurotaenia"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007052-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wmecv9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-77.57415 3.69452,-76.17779 3.69452,-76.17779 4.705,-77.57415 4.705,-77.57415 3.69452))",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllobates aurotaenia"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007050-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.