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

description: A dataset containing 106 records in GBIF matching the query:

SELECT
 countryCode,
 GBIF_ISEA3HCode(
 7, 
 decimalLatitude,
 decimalLongitude,
 COALESCE(coordinateUncertaintyInMeters, 1000)
 ) AS geogrid_id,
 COUNT(DISTINCT speciesKey) AS unique_species_count
FROM occurrence
WHERE countryCode = 'PH'
AND coordinateUncertaintyInMeters &lt;= 2000
AND hasGeospatialIssues = FALSE
AND hasCoordinate = TRUE
AND occurrenceStatus = 'PRESENT'
GROUP BY countryCode, geogrid_id;


 The dataset's 106 records were derived from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021787-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/7xhf88
title: DATASAPROX : standardised database of saproxylic beetles from flight interception traps in continental France and Corsica

description: As part of the DATASAPROX project, we created an occurrence database of the saproxylic beetles
from continental France and Corse focused on protocoled data from flight
interception traps. For this, we solicited the main national data producers,
and collected their raw data as well as the associated trapping metadata (e.g. type
of trap). Once retrieved, all data went through selection and reformatting
steps, such as removing duplicates between databases and standardizing
taxonomic information according to the TAXREF v18 format. We considered data
from aerial interception traps of the 'crossed window' type (©Polytrap, ©Pimul,
©Crosstrap, ©Portrap), multi-funnel (Lindgren), and window (single glass)
traps.
DOI: 10.17632/rbxvnxmtp6
title: A coupled hydrodynamic–structural computational methodology for reinforced and prestressed concrete floating offshore wind platforms

description: A coupled hydrodynamic–structural computational methodology for reinforced and prestressed concrete floating offshore wind platforms. Ansys Aqwa and static structural data is presented here.
DOI: 10.17632/rbxvnxmtp6.1
title: A coupled hydrodynamic–structural computational methodology for reinforced and prestressed concrete floating offshore wind platforms

description: A coupled hydrodynamic–structural computational methodology for reinforced and prestressed concrete floating offshore wind platforms. Ansys Aqwa and static structural data is presented here.
DOI: 10.17632/8ypx4d7n2h
title: Appendix: Systematic Search Strategy

description: Appendix: Systematic Search. Assessment of Functional Capacity and Perioperative Complications.
DOI: 10.17632/8ypx4d7n2h.1
title: Appendix: Systematic Search Strategy

description: Appendix: Systematic Search. Assessment of Functional Capacity and Perioperative Complications.
DOI: 10.17632/gxtkh9bggt
title: Supplementary Table 1. Summary of Chemical Peel–Related Legal Cases (n = 37)

description: Supplementary Table 1.
Summary of Chemical Peel–Related Legal Cases (n = 37)
DOI: 10.17632/gxtkh9bggt.2
title: Supplementary Table 1. Summary of Chemical Peel–Related Legal Cases (n = 37)

description: Supplementary Table 1.
Summary of Chemical Peel–Related Legal Cases (n = 37)
DOI: 10.17632/95cmrgmm4r
title: A precedent for the protein transition: Evidence from the history of margarine for the feasibility of transitioning to alternative meat and dairy substitutes

description: Data on the environmental benefits of alternative proteins (including plant-based, cultivated, and mycoprotein-based meat and milk), as well as data on the historical consumption of margarine and butter in several countries. These two datasets are combined to estimate the environmental benefits that would occur if alternative meat and dairy products were adopted at the same rate as margarine was adopted historically.
DOI: 10.17632/95cmrgmm4r.2
title: A precedent for the protein transition: Evidence from the history of margarine for the feasibility of transitioning to alternative meat and dairy substitutes

description: Data on the environmental benefits of alternative proteins (including plant-based, cultivated, and mycoprotein-based meat and milk), as well as data on the historical consumption of margarine and butter in several countries. These two datasets are combined to estimate the environmental benefits that would occur if alternative meat and dairy products were adopted at the same rate as margarine was adopted historically.
DOI: 10.17632/mx59sdbd42
title: “Angels, Entrepreneurship, and Employment Dynamics: Evidence from Investor Accreditation Rules” by Laura Lindsey and Luke Stein (replication packet)

description: This packet contains the data and Stata code required to reproduce key result tables and figures presented in the paper “Angels, Entrepreneurship, and Employment Dynamics: Evidence from Investor Accreditation Rules” by Laura Lindsey and Luke Stein to be published in the Journal of Financial Economics.

Due to licensing restrictions, several variables have been replaced with random pseudo-data.
DOI: 10.17632/mx59sdbd42.1
title: “Angels, Entrepreneurship, and Employment Dynamics: Evidence from Investor Accreditation Rules” by Laura Lindsey and Luke Stein (replication packet)

description: This packet contains the data and Stata code required to reproduce key result tables and figures presented in the paper “Angels, Entrepreneurship, and Employment Dynamics: Evidence from Investor Accreditation Rules” by Laura Lindsey and Luke Stein to be published in the Journal of Financial Economics.

Due to licensing restrictions, several variables have been replaced with random pseudo-data.
DOI: 10.17632/mcghnhpn79
title: Comparison of Hardness and Wear Resistance Protective Coatings

description: The research data of Protective Coatings abrasive wear tests for Telemetry Logging Instruments produced by Laser Hardening and Gas-Flame Surfacing
DOI: 10.17632/mcghnhpn79.1
title: Comparison of Hardness and Wear Resistance Protective Coatings

description: The research data of Protective Coatings abrasive wear tests for Telemetry Logging Instruments produced by Laser Hardening and Gas-Flame Surfacing
DOI: 10.17632/3pdsvpyd6h
title: Bank Competition and Monetary Policy Transmission to Housing

description: Does the structure of local banking markets—specifically the degree of bank competition—determine the strength and symmetry of the regional housing price response to monetary policy?
DOI: 10.17632/3pdsvpyd6h.1
title: Bank Competition and Monetary Policy Transmission to Housing

description: Does the structure of local banking markets—specifically the degree of bank competition—determine the strength and symmetry of the regional housing price response to monetary policy?
DOI: 10.17632/s8vj25dzzx
title: Single-cell stress-marker staining intensities in B220⁺ B cells from MASH-driven hepatocellular carcinoma mice under chow, MASH, and MASH phenylalanine-free diet conditions
DOI: 10.17632/s8vj25dzzx.1
title: Single-cell stress-marker staining intensities in B220⁺ B cells from MASH-driven hepatocellular carcinoma mice under chow, MASH, and MASH phenylalanine-free diet conditions
DOI: 10.17632/pmjy5bh7rt
title: JAAD Visit Complexity Differs Between Scarring and Nonscarring Alopecia: A Five-Year DataDerm Analysis - Supplemental Material

description: We examined dermatology visit complexity for scarring and nonscarring alopecias using ICD-10 diagnoses and outpatient E/M CPT codes from the AAD DataDerm registry (2019–2023), stratified by pre- vs post-2021 E/M coding updates, visit type (initial vs follow-up), and alopecia subtype. Visit complexity was categorized into low, moderate, and high complexity, with chi-square testing used for subgroup comparisons. The data demonstrate a shift toward higher-complexity coding after 2021 across all alopecia types, with consistently higher complexity among scarring alopecias compared with nonscarring alopecias. These supplementary tables and figures provide transparent distributions to support the interpretation of coding trends across alopecia subtypes; findings should be interpreted in the context of coding policy changes and the absence of patient-level outcomes.
DOI: 10.17632/pmjy5bh7rt.1
title: JAAD Visit Complexity Differs Between Scarring and Nonscarring Alopecia: A Five-Year DataDerm Analysis - Supplemental Material

description: We examined dermatology visit complexity for scarring and nonscarring alopecias using ICD-10 diagnoses and outpatient E/M CPT codes from the AAD DataDerm registry (2019–2023), stratified by pre- vs post-2021 E/M coding updates, visit type (initial vs follow-up), and alopecia subtype. Visit complexity was categorized into low, moderate, and high complexity, with chi-square testing used for subgroup comparisons. The data demonstrate a shift toward higher-complexity coding after 2021 across all alopecia types, with consistently higher complexity among scarring alopecias compared with nonscarring alopecias. These supplementary tables and figures provide transparent distributions to support the interpretation of coding trends across alopecia subtypes; findings should be interpreted in the context of coding policy changes and the absence of patient-level outcomes.
DOI: 10.17632/hm2www44zv
title: Source code and input data for electrical power distribution optimization with distributed generation allocation based on metaheuristics

description: Source code, input data and results for Metaheuristc-based hybrid system for electrical grid optimization leveraging distributed generation allocation.

The dependencies needed to run the main.py file are listed in the pyproject.toml file and can be installed with the poetry package on python with the command 'poetry install'.

To run the main.py file is necessarie to provide as argument the distribution system you want to run (136 or 415). Ex: "python main.py 136".

The main options are listed in the 'config.ini' file. They are:
 - quantidade_gd: the amount of buses with Distributed Generation,
 - quantidade_csq: the amount of solutions you want to run the VND algorithm
 - variacao_ms: the variation you want in the multistart algorithm
 - initial_weight_prim: the initial weight you want in Prim's algorithm
 - multi: if you want the execution with the couple method (True) or with the independent method (False)

All the results obtained are in the 'resultados' folder and the main results are in the 'resultados_OSDEE_resumidos' folder.

The input data is in the 'dados' folder.
DOI: 10.17632/hm2www44zv.1
title: Source code and input data for electrical power distribution optimization with distributed generation allocation based on metaheuristics

description: Source code, input data and results for Metaheuristc-based hybrid system for electrical grid optimization leveraging distributed generation allocation.

The dependencies needed to run the main.py file are listed in the pyproject.toml file and can be installed with the poetry package on python with the command 'poetry install'.

To run the main.py file is necessarie to provide as argument the distribution system you want to run (136 or 415). Ex: "python main.py 136".

The main options are listed in the 'config.ini' file. They are:
 - quantidade_gd: the amount of buses with Distributed Generation,
 - quantidade_csq: the amount of solutions you want to run the VND algorithm
 - variacao_ms: the variation you want in the multistart algorithm
 - initial_weight_prim: the initial weight you want in Prim's algorithm
 - multi: if you want the execution with the couple method (True) or with the independent method (False)

All the results obtained are in the 'resultados' folder and the main results are in the 'resultados_OSDEE_resumidos' folder.

The input data is in the 'dados' folder.
DOI: 10.17632/xhvrx9fyd4
title: Russian President Vladimir Putin's remarks on Ukraine

description: This dataset contains statements by Russian President Vladimir Putin on Ukraine in the context of the geopolitical crisis and internal political consolidation between February 2022 and December 2025. It consists of 126 presidential speeches directly related to Ukraine, comprising a text corpus of approximately 750,000 words, drawn from over 2,000 speeches published on the Kremlin's official website.
DOI: 10.17632/xhvrx9fyd4.1
title: Russian President Vladimir Putin's remarks on Ukraine

description: This dataset contains statements by Russian President Vladimir Putin on Ukraine in the context of the geopolitical crisis and internal political consolidation between February 2022 and December 2025. It consists of 126 presidential speeches directly related to Ukraine, comprising a text corpus of approximately 750,000 words, drawn from over 2,000 speeches published on the Kremlin's official website.
DOI: 10.17632/8crck4n7bf
title: Dataset on "Thermal evolution of exchange stiffness and Gilbert damping in magnetic Weyl semimetal Co2MnGa thin films"

description: This repository contains the data used to generate the results reported in the Physical Review Materials paper titled "Thermal evolution of exchange stiffness and Gilbert damping in magnetic Weyl semimetal Co2MnGa thin films".

https://doi.org/10.1103/lbnv-g8p5
DOI: 10.17632/8crck4n7bf.1
title: Dataset on "Thermal evolution of exchange stiffness and Gilbert damping in magnetic Weyl semimetal Co2MnGa thin films"

description: This repository contains the data used to generate the results reported in the Physical Review Materials paper titled "Thermal evolution of exchange stiffness and Gilbert damping in magnetic Weyl semimetal Co2MnGa thin films".

https://doi.org/10.1103/lbnv-g8p5
DOI: 10.15468/dl.kdx7m4
title: Occurrence Download

description: A dataset containing 158794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acalypha phleoides, Alyssum turkestanicum, Anemonastrum canadense, Ditaxis humilis, Symphyotrichum oblongifolium, Atrema americanum, Oenothera serrulata, Carex duriuscula, Zeltnera beyrichii, Cleomella serrulata, Erigeron canadensis, Zephyranthes chlorosolen, Oreocarya glomerata, Delphinium carolinianum, Pelecyphora vivipara, Oenothera suffrutescens, Verbena bipinnatifida, Verbena pumila, Dianthera americana, Disakisperma dubium, Physaria arenosa, Physaria fendleri, Filago arvensis, Chthamalia biflora, Mimosa quadrivalvis, Blitum nuttallianum, Solidago rigida, Lithospermum occidentale, Packera thurberi, Elymus smithii, Hilaria mutica, Drymocallis arguta, Pediomelum tenuiflorum, Ladeania lanceolata, Muhlenbergia multiflora, Muhlenbergia paniculata, Sedum nuttallii, Viola rafinesquei, Festuca octoflora, Wedelia acapulcensis, Toxicoscordion venenosum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Country is one of (United States of America, Canada, Mexico, Belize, Guatemala, El Salvador, Honduras, Nicaragua, Costa Rica, Panama, Cuba, Haiti, Dominican Republic, Jamaica, Bahamas, Trinidad and Tobago, Barbados, Grenada, Saint Lucia, Saint Vincent and the Grenadines, Antigua and Barbuda, Dominica, Saint Kitts and Nevis, Colombia, Venezuela (Bolivarian Republic of), Guyana, Suriname, French Guiana, Ecuador, Peru, Brazil, Bolivia (Plurinational State of), Paraguay, Uruguay, Argentina, Chile)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)"
 ]
}

 The dataset includes 158794 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021768-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st3w6h
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Biscutella eriocarpa"
 ]
}

 The dataset includes 63 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005499-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ugsewh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Derris trifoliata",
 "Country is Bangladesh",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005502-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqhjwd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADL2972"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005504-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6wc67
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra maculicollis"
 ]
}

 The dataset includes 67 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005503-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.0m2lvwle
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (18448 records)
DOI: 10.15468/dl.p8fd9a
title: Occurrence Download

description: A dataset containing 373183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Digitalis purpurea"
 ]
}

 The dataset includes 373183 records from 1884 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005423-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id46835.2
title: StrainInfo SI-ID 46835.2

description: StrainInfo dataset 46835 about a strain of Gallibacterium anatis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46846.2
title: StrainInfo SI-ID 46846.2

description: StrainInfo dataset 46846 about a strain of Thauera butanivorans. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46848.2
title: StrainInfo SI-ID 46848.2

description: StrainInfo dataset 46848 about a strain of Entomoplasma ellychniae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46849.2
title: StrainInfo SI-ID 46849.2

description: StrainInfo dataset 46849 about a strain of Andreesenia angusta. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46851.2
title: StrainInfo SI-ID 46851.2

description: StrainInfo dataset 46851 about a strain of Brevinema andersonii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46854.2
title: StrainInfo SI-ID 46854.2

description: StrainInfo dataset 46854 about a strain of Acetitomaculum ruminis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46857.2
title: StrainInfo SI-ID 46857.2

description: StrainInfo dataset 46857 about a strain of Clostridium puniceum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46869.2
title: StrainInfo SI-ID 46869.2

description: StrainInfo dataset 46869 about a strain of Staphylococcus delphini. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46870.2
title: StrainInfo SI-ID 46870.2

description: StrainInfo dataset 46870 about a strain of Mesoplasma lactucae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46872.2
title: StrainInfo SI-ID 46872.2

description: StrainInfo dataset 46872 about a strain of Bilophila wadsworthia. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46875.2
title: StrainInfo SI-ID 46875.2

description: StrainInfo dataset 46875 about a strain of Flexispira rappini. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46876.2
title: StrainInfo SI-ID 46876.2

description: StrainInfo dataset 46876 about a strain of Halomonas eurihalina. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46879.2
title: StrainInfo SI-ID 46879.2

description: StrainInfo dataset 46879 about a strain of Porphyromonas macacae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46882.2
title: StrainInfo SI-ID 46882.2

description: StrainInfo dataset 46882 about a strain of Legionella londiniensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46884.2
title: StrainInfo SI-ID 46884.2

description: StrainInfo dataset 46884 about a strain of Mesoplasma corruscae. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46886.2
title: StrainInfo SI-ID 46886.2

description: StrainInfo dataset 46886 about a strain of Legionella adelaidensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id46889.2
title: StrainInfo SI-ID 46889.2

description: StrainInfo dataset 46889 about a strain of Sporomusa termitida. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.