cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18128794
title: Linked collectors and determiners for: University of Florida Herbarium - Fungi.

description: Natural history specimen data linked to collectors and determiners held within, "University of Florida Herbarium - Fungi". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698665
title: Linked collectors and determiners for: University of Florida Herbarium - Fungi.

description: Natural history specimen data linked to collectors and determiners held within, "University of Florida Herbarium - Fungi". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d7fed01a-ef29-4c53-ab83-b231c73b0daa. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2173
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-2156
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18698666
title: Linked collectors and determiners for: University of Rhode Island Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "University of Rhode Island Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f. Formatted as a Frictionless Data package.
DOI: 10.18419/darus-4812
title: Matlab Code and Data for: Data-driven geometric parameter optimization for PD-GMRES

description: This repository contains the Matlab code and generated data for the manuscript "Data-driven geometric parameter optimization for PD-GMRES" which uses a quadtree approach to optimize parameters for the iterative solver PD-GMRES. It includes hardware specific data to allow for reproducibity of our results. Our calculations were performed using MATLAB R2019a and should be reproducible up to and including version R2022a. A change in version R2022b leads to different numerical behavior. However, the code does run on newer Matlab versions. Further information is contained in the README.
description: The updated version contains additional data for a set of large matrices. Furthermore, the files pre_processing.m and get_gmres_single_data.m have been modified to work with preconditioners which have to be stored as L.mat and U.mat (for left and right preconditioners) in the matrices respective matrix_data folder.
DOI: 10.25549/rbm-c58-2174
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128796
title: Linked collectors and determiners for: University of Rhode Island Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "University of Rhode Island Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/e6f5b9ed-f834-4df0-9332-ba9d4f8fc86f. Formatted as a Frictionless Data package.
DOI: 10.17632/nf88fc7f24
title: AI Disclosure and Corporate Misconduct Panel (U.S., 2020–2024)

description: This dataset contains a firm-year panel of large U.S. publicly listed companies observed over the period 2020–2024. The panel includes approximately 50–60 firms (balanced structure where available), yielding roughly 250–300 firm-year observations. The sample focuses on large, technology-intensive and non-financial corporations for which artificial intelligence (AI) disclosure became strategically salient during this period.
The primary purpose of the dataset is to examine the relationship between AI disclosure intensity and corporate misconduct, as well as the moderating role of executive power and governance oversight.
AI disclosure intensity is measured using a deterministic dictionary-based count of AI-related terms extracted from annual Form 10-K filings. The counting procedure applies exact, case-insensitive string matching rules to a pre-specified list of AI-related stems (e.g., “artificial intelligen,” “machine learn,” “deep learn,” “neural network,” “algorithm,” “automation,” “predict,” “analytics,” “natural language,” “computer vision,” “autonomous”). The procedure does not involve semantic inference, classification, or machine learning. It produces an annual firm-level count of AI-related mentions, which serves as a proxy for AI salience in corporate disclosure.
Corporate misconduct is measured as the annual count of regulatory enforcement actions associated with each firm, aggregated at the firm-year level and transformed as ln(1 + count) in empirical analyses. Governance oversight is proxied using a count of governance-risk disclosure phrases in 10-K filings (e.g., “material weakness,” “restatement,” “SEC investigation,” “internal control deficiency,” “compliance failure”). Executive power is measured using CEO duality (indicator equal to 1 if the CEO also serves as board chair).
The dataset also includes financial control variables such as total assets, profitability (e.g., net income or ROA), leverage, and revenue, as well as sector classifications. Firm and year identifiers are included to facilitate panel estimation with fixed effects.
All text-based variables are generated using standardized extraction prompts applied uniformly across firms and years, ensuring full transparency and replicability. The dataset supports replication of analyses examining nonlinear (quadratic) relationships between AI disclosure and misconduct, as well as moderated quadratic models incorporating executive power and governance oversight.
DOI: 10.17632/nf88fc7f24.1
title: AI Disclosure and Corporate Misconduct Panel (U.S., 2020–2024)

description: This dataset contains a firm-year panel of large U.S. publicly listed companies observed over the period 2020–2024. The panel includes approximately 50–60 firms (balanced structure where available), yielding roughly 250–300 firm-year observations. The sample focuses on large, technology-intensive and non-financial corporations for which artificial intelligence (AI) disclosure became strategically salient during this period.
The primary purpose of the dataset is to examine the relationship between AI disclosure intensity and corporate misconduct, as well as the moderating role of executive power and governance oversight.
AI disclosure intensity is measured using a deterministic dictionary-based count of AI-related terms extracted from annual Form 10-K filings. The counting procedure applies exact, case-insensitive string matching rules to a pre-specified list of AI-related stems (e.g., “artificial intelligen,” “machine learn,” “deep learn,” “neural network,” “algorithm,” “automation,” “predict,” “analytics,” “natural language,” “computer vision,” “autonomous”). The procedure does not involve semantic inference, classification, or machine learning. It produces an annual firm-level count of AI-related mentions, which serves as a proxy for AI salience in corporate disclosure.
Corporate misconduct is measured as the annual count of regulatory enforcement actions associated with each firm, aggregated at the firm-year level and transformed as ln(1 + count) in empirical analyses. Governance oversight is proxied using a count of governance-risk disclosure phrases in 10-K filings (e.g., “material weakness,” “restatement,” “SEC investigation,” “internal control deficiency,” “compliance failure”). Executive power is measured using CEO duality (indicator equal to 1 if the CEO also serves as board chair).
The dataset also includes financial control variables such as total assets, profitability (e.g., net income or ROA), leverage, and revenue, as well as sector classifications. Firm and year identifiers are included to facilitate panel estimation with fixed effects.
All text-based variables are generated using standardized extraction prompts applied uniformly across firms and years, ensuring full transparency and replicability. The dataset supports replication of analyses examining nonlinear (quadratic) relationships between AI disclosure and misconduct, as well as moderated quadratic models incorporating executive power and governance oversight.
DOI: 10.25549/rbm-c58-4661
title: Goat galloping

description: Goat galloping. This is plate 679, captioned "Goat galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4663
title: Goat galloping

description: Goat galloping. This is plate 679, captioned "Goat galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4649
title: Goat galloping

description: Goat galloping. This is plate 679, captioned "Goat galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128802
title: Linked collectors and determiners for: Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species.

description: Natural history specimen data linked to collectors and determiners held within, "Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698667
title: Linked collectors and determiners for: Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species.

description: Natural history specimen data linked to collectors and determiners held within, "Systematics of the Dendropsophus leucophyllatus species group (Anura, Hylidae) from the Chocó region of Ecuador, with description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/eb485b51-2dc4-419c-8d87-fd94d5100aa5. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-4780
title: Virginia deer, buck, walking and started to a gallop

description: Virginia deer, buck, walking and started to a gallop. This is plate 681, captioned "Virginia deer, buck, walking, started to a gallop" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4781
title: Virginia deer, buck, walking and started to a gallop

description: Virginia deer, buck, walking and started to a gallop. This is plate 681, captioned "Virginia deer, buck, walking, started to a gallop" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128804
title: Linked collectors and determiners for: Wisconsin State Herbarium, Bryophytes.

description: Natural history specimen data linked to collectors and determiners held within, "Wisconsin State Herbarium, Bryophytes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698668
title: Linked collectors and determiners for: Wisconsin State Herbarium, Bryophytes.

description: Natural history specimen data linked to collectors and determiners held within, "Wisconsin State Herbarium, Bryophytes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ed09ed80-262a-4882-8326-359a7d8f7c66. Formatted as a Frictionless Data package.
DOI: 10.17632/p9kkxvjpty
title: Data research for paleoglacier of Afghanistan

description: Reconstruction data of the last maximum glacial extension in eastern Afghanistan
DOI: 10.25549/rbm-c58-4314
title: Sow walking

description: Sow walking. This is plate 673, captioned "Sow walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.17632/p9kkxvjpty.1
title: Data research for paleoglacier of Afghanistan

description: Reconstruction data of the last maximum glacial extension in eastern Afghanistan
DOI: 10.25549/rbm-c58-4372
title: Sow walking

description: Sow walking. This is plate 674, captioned "Sow walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4374
title: Sow walking

description: Sow walking. This is plate 674, captioned "Sow walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4377
title: Sow walking

description: Sow walking. This is plate 674, captioned "Sow walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18698671
title: Linked collectors and determiners for: Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India.

description: Natural history specimen data linked to collectors and determiners held within, "Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-4424
title: Sow trotting

description: Sow trotting. This is plate 675, captioned "Sow trotting" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128808
title: Linked collectors and determiners for: Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India.

description: Natural history specimen data linked to collectors and determiners held within, "Sticholotis cribellata Sicard (Coleoptera: Coccinellidae), a predator of coconut scale, Aspidiotus destructor Signoret (Hemiptera: Diaspididae) in South India". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ee4042fa-77ef-4925-8394-7e978cfc97be. Formatted as a Frictionless Data package.
DOI: 10.17632/w3fd4xnm53
title: Data on the internal exposure level of PAEs in urine samples of preschool children in China

description: Phthalate metabolites in 332 urine samples were analyzed by liquid chromatography tandem mass spectrometry (Xevo TQ-S micro, LC-MS/MS, Waters, America). Ten phthalate metabolites were measured in this study, including monomethyl phthalate (MMP), monoethylphthalate (MEP), mono-n-butylphthalate (MnBP), monoisobutylphthalate (MiBP), mono-benzylphthalate (MBzP), mono-2-ethylhexylphthalate (MEHP), mono-2-ethyl-5-oxohexyphthalate (MEOHP), mono-2-ethyl-5-hydroxyhexylphthalate (MEHHP), mono-2-ethyl-5-carboxypentylphthalate (MECPP) and mono-2-carboxymethyl-hexyl phthalate (MCMHP). Six internal standards of phthalate metabolites were 13C-MnBP, 13C-MEHP, 13C-MECPP, 13C-MEHHP, 13C-MEOHP, and13C-MCMHP (Cambridge Isotope Laboratories, Inc., America).
DOI: 10.25549/rbm-c58-2159
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128812
title: Linked collectors and determiners for: Fauna y Flora en zonas de influencia del Parque Eólico Jouktai.

description: Natural history specimen data linked to collectors and determiners held within, "Fauna y Flora en zonas de influencia del Parque Eólico Jouktai". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/02b6c4a2-6f8a-465d-affa-2049c5932872 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/02b6c4a2-6f8a-465d-affa-2049c5932872. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.mx4yf8
title: Occurrence Download

description: A dataset containing 2578 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Potentilla sterilis (L.) Garcke"
 ]
}

 The dataset includes 2578 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008896-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/d33bd376547863acffc675a611b40289
title: SBC LTER: Time series of quarterly NetCDF files of kelp biomass in the canopy from Landsat 5, 7 and 8, since 1984 (ongoing)

description: This data file represents a time series of canopy area of giant
 kelp, Macrocystis pyrifera, and bull kelp,
 Nereocystis luetkeana, and canopy biomass of
 giant kelp derived from Landsat 5 Thematic Mapper (TM), Landsat 7
 Enhanced Thematic Mapper Plus (ETM+), Landsat 8 Operational Land
 Imager (OLI), and Landsat 9 Operational Land Imager 2 satellite
 imagery, along with relevant metadata. The kelp canopy is composed
 of the portions of fronds and stipes floating on the surface of
 the water. Canopy area (m) data are given for individual 30 x 30
 meter pixels for all coastal areas of Baja California, Mexico,
 California, Oregon, and the outer coast of Washington (including
 offshore islands). Biomass data (wet weight, kg) are given for
 individual 30 x 30 meter pixels in the coastal areas extending
 from near Ano Nuevo, CA through the southern range limit in Baja
 California (including offshore islands), representing the range
 where giant kelp is the dominant canopy forming species.
 
 
 Data were derived from the three Landsat sensors listed above.
 Observations are made on a 16 day repeat cycle, for each
 instrument, but the temporal coverage is irregular because of
 cloud cover, instrument failure, and the mission length of each
 sensor (TM: 1984 – 2011, ETM+: 1999 – present, OLI: 2013 –
 present). Estimates of canopy area are derived from the fractional
 cover of kelp canopy determined from satellite surface
 reflectance. Estimates of kelp canopy biomass are derived from the
 relationship between giant kelp fractional cover determined from
 satellite surface reflectance and empirical measurements of giant
 kelp canopy biomass in long-term SBC LTER study plots obtained
 using SCUBA. The different Landsat sensors were calibrated to each
 other using simulated Landsat data derived from hyperspectral
 imagery. Missing data due to the ETM+ scan line corrector error
 were filled using a synchrony-based gap filling method.
 
 
 Data are organized into a single NetCDF file and contain the
 quarterly area and biomass means for each Landsat pixel across the
 three sensors. Relevant metadata such as number of Landsat
 estimates from which the mean was derived, the number of estimates
 from each sensor, standard error for each quarterly estimate,
 spatial coordinates, and date are all included in the file. For
 assistance with the data, please contact sbclter@msi.ucsb.edu.