cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.w8c5h5
title: Occurrence Download

description: A dataset containing 21141436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-86.18596 8.09121,-82.50709 8.09121,-82.50709 11.25617,-86.18596 11.25617,-86.18596 8.09121))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 21141436 records from 1129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249125-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybfda9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asarum mitoanum T.Sugaw.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0205994-220831081235567/datasets/export for details.
DOI: 10.15468/dl.yxtexv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hoya commutata M.G.Gilbert & P.T.Li"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0249114-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vg7x33
title: Occurrence Download

description: A dataset containing 378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Typha latifolia L.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 378 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0186444-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtdqf7
title: Occurrence Download

description: A dataset containing 555761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Solanum lycopersicum L., Solanum lycopersicum Blanco, 1837, Bidens cernua L., Bidens cernuus L., Bidens cornuta Sherff, Bidens carnea Heer, Cakile maritima Scop., Solanum tuberosum L., Solanum tuberosum Bertero, Solanum tuberosum Bertero ex Walp., Solanum tuberosum L.Sp.Pl., Solanum etuberosum Lindl., Solanum suberosum Dammer, Solanum eutuberosum Lindl., Brassica napus L., Brassica napella Chaix, Brassica rapa L., Brassica parra (L.) T.Durand & Schinz, Brassica nova Winterl, 1788, Brassica rapa Metzg., 1833, Helianthus annuus L., Helianthus canus (Britton) Wooton & Standl., Mentha pulegium L., Mentha pulegium Luce, Minthe pulegia (L.) St.-Lag., Oenothera biennis L., Oenothera biennis Walter, Oenothera ×wienii Renner ex Rostanski, Oenothera rubiennis DeVries, Oenothera rubiennis de Vries, Oenothera ×wienii Renner, Liquidambar styraciflua L., Toxicodendron radicans (L.) Kuntze, Lathyrus oleraceus Lam., Lathyrus ochraceus Kitt.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1970"
 ]
}

 The dataset includes 555761 records from 2467 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007230-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.phvf54
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia heteropetala Diels"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011120-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14676940
title: Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists

description: This is the dataset for the paper: Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists

This paper was accepted for publication at the 33rd IEEE/ACM International Conference on Program Comprehension (ICPC 2025) - Early Research Achievements

Preprint: https://arxiv.org/pdf/2501.10037
DOI: 10.5281/zenodo.14676939
title: Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists

description: This is the dataset for the paper: Exploring Code Comprehension in Scientific Programming: Preliminary Insights from Research Scientists

This paper was accepted for publication at the 33rd IEEE/ACM International Conference on Program Comprehension (ICPC 2025) - Early Research Achievements

Preprint: https://arxiv.org/pdf/2501.10037
DOI: 10.15468/dl.rdqhmc
title: Occurrence Download

description: A dataset containing 202076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-30000.0",
 "OccurrenceStatus is Present",
 "TaxonKey is Triturus Rafinesque, 1815"
 ]
}

 The dataset includes 202076 records from 882 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011118-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14795594
title: Figure data for the paper 'Enhanced risk of hot extremes revealed by observation-constrained model projections'

description: This Excel file contains the underlying data for the figures (graphs) in the paper 'Enhanced risk of hot extremes revealed by observation-constrained model projections' (Communications Earth & Environment).
DOI: 10.5281/zenodo.14795595
title: Figure data for the paper 'Enhanced risk of hot extremes revealed by observation-constrained model projections'

description: This Excel file contains the underlying data for the figures (graphs) in the paper 'Enhanced risk of hot extremes revealed by observation-constrained model projections' (Communications Earth & Environment).
DOI: 10.5281/zenodo.14792636
title: Dataset from: An environmental assessment of Agaricus bisporus ((J.E.Lange) Imbach) mushroom production systems across Europe

description: The methodology for mushroom production varies across the world. This dataset belongs to An environmental assessment of Agaricus bisporus ((J.E.Lange) Imbach) mushroom production systems across Europe, a paper that carried out a life cycle assessment (LCA) to estimate the environmental impacts of producing Agaricus bisporus in two conventional mushroom production systems in Spain and Poland and one organic mushroom production system in Serbia. The goals were i) to assess their environmental performance with a cradle to cultivation gate approach; ii) to identify the contribution of each process involved in the mushroom production to the environmental impacts; and iii) to identify potential improvements of the environmental performance of mushroom production.
DOI: 10.5281/zenodo.14792637
title: Dataset from: An environmental assessment of Agaricus bisporus ((J.E.Lange) Imbach) mushroom production systems across Europe

description: The methodology for mushroom production varies across the world. This dataset belongs to An environmental assessment of Agaricus bisporus ((J.E.Lange) Imbach) mushroom production systems across Europe, a paper that carried out a life cycle assessment (LCA) to estimate the environmental impacts of producing Agaricus bisporus in two conventional mushroom production systems in Spain and Poland and one organic mushroom production system in Serbia. The goals were i) to assess their environmental performance with a cradle to cultivation gate approach; ii) to identify the contribution of each process involved in the mushroom production to the environmental impacts; and iii) to identify potential improvements of the environmental performance of mushroom production.
DOI: 10.5281/zenodo.14800224
title: Global Under Eye Serum Market 2025 To 2033

description: Under Eye Serum Market Size, Trends and Insights By Product Type (Creams, Gels, Serums, Others), By Skin Type (Dry Skin, Oily Skin, Combination Skin, Normal Skin, Sensitive Skin), By Distribution Channel (Supermarkets/Hypermarkets, Specialty Stores, Online Retail, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

Global Under Eye Serum Market was valued at USD 3.7 Billion in 2024 and is expected to reach USD 9.8 Billion by 2033, at a CAGR of 12.6% during the forecast period 2024 – 2033.

Under-eye serums are designed to target indications of aging around the delicate eye area. They often contain substances like retinol, caffeine, vitamins, and peptide and have a lightweight, fast-absorbing texture.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=51978
DOI: 10.5281/zenodo.14800225
title: Global Under Eye Serum Market 2025 To 2033

description: Under Eye Serum Market Size, Trends and Insights By Product Type (Creams, Gels, Serums, Others), By Skin Type (Dry Skin, Oily Skin, Combination Skin, Normal Skin, Sensitive Skin), By Distribution Channel (Supermarkets/Hypermarkets, Specialty Stores, Online Retail, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

Global Under Eye Serum Market was valued at USD 3.7 Billion in 2024 and is expected to reach USD 9.8 Billion by 2033, at a CAGR of 12.6% during the forecast period 2024 – 2033.

Under-eye serums are designed to target indications of aging around the delicate eye area. They often contain substances like retinol, caffeine, vitamins, and peptide and have a lightweight, fast-absorbing texture.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=51978
DOI: 10.5281/zenodo.14800184
title: Global Windsurf Foil Board Market 2025 To 2033

description: Windsurf Foil Board Market Size, Trends and Insights By Type (Hydrofoil Wave Boards, Race Boards, Freeride Boards, Entry-Level Boards, Free move Boards, Slalom Boards), By Application (Offshore Foiling, Inshore Foiling, Recreational Foiling, Racing Events Foiling), By Distribution Channel (Online, Offline), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

Global Windsurf Foil Board Market was valued at USD 167.9 Million in 2024 and is expected to reach USD  270.7 Million by 2033, at a CAGR of 6.4% during the forecast period 2024 – 2033.

A windsurf foil board is an advanced type of windsurfing equipment designed to lift above the water’s surface using a hydrofoil, offering a unique and exhilarating experience compared to traditional windsurfing.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=52008
DOI: 10.5281/zenodo.14800183
title: Global Windsurf Foil Board Market 2025 To 2033

description: Windsurf Foil Board Market Size, Trends and Insights By Type (Hydrofoil Wave Boards, Race Boards, Freeride Boards, Entry-Level Boards, Free move Boards, Slalom Boards), By Application (Offshore Foiling, Inshore Foiling, Recreational Foiling, Racing Events Foiling), By Distribution Channel (Online, Offline), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.

Reports Description

Global Windsurf Foil Board Market was valued at USD 167.9 Million in 2024 and is expected to reach USD  270.7 Million by 2033, at a CAGR of 6.4% during the forecast period 2024 – 2033.

A windsurf foil board is an advanced type of windsurfing equipment designed to lift above the water’s surface using a hydrofoil, offering a unique and exhilarating experience compared to traditional windsurfing.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=52008
DOI: 10.15468/dl.ysakzw
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Solenopsis invicta Buren, 1972"
 ]
}

 The dataset includes 115 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011121-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14795961
title: Dataset from the article "Diverse dust sources and warming trigger cyanobacteria abundance in freshwater ecosystems in the western United States"

description: Data from the article "Diverse dust sources and warming trigger cyanobacteria abundance in freshwater ecosystems in the western United States", containing the raw values of the initial characterization of the studied ecosystems and the type of dust used, as well as the results obtained for the different variables analyzed in the experiment: Primary Production, Respiration, Chl-a, Phytoplankton Community Composition, Seston C:N:P, pH, content of Ca, and dissolved phosphorus, nitrogen, and carbon.
DOI: 10.5281/zenodo.14795962
title: Dataset from the article "Diverse dust sources and warming trigger cyanobacteria abundance in freshwater ecosystems in the western United States"

description: Data from the article "Diverse dust sources and warming trigger cyanobacteria abundance in freshwater ecosystems in the western United States", containing the raw values of the initial characterization of the studied ecosystems and the type of dust used, as well as the results obtained for the different variables analyzed in the experiment: Primary Production, Respiration, Chl-a, Phytoplankton Community Composition, Seston C:N:P, pH, content of Ca, and dissolved phosphorus, nitrogen, and carbon.
DOI: 10.6084/m9.figshare.28342367
title: Embryo data summary raw.xlsx

description: Embryo data summary raw
DOI: 10.15468/dl.mtv2t4
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia richardiana (Baill.) R.M.K.Saunders"
 ]
}

 The dataset includes 99 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011122-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18112/openneuro.ds005873.v1.0.1
title: BIDS SeizeIT2
DOI: 10.15468/dl.utuevj
title: Occurrence Download

description: A dataset containing 39686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Carex L."
 ]
}

 The dataset includes 39686 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011123-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k55q6n
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.62119 0.24623,6.83094 0.24623,6.83094 0.37859,6.62119 0.37859,6.62119 0.24623))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenophyllum capillare Desv."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011125-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14576241
title: Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods

description: This research was funded by the National Science Centre, Poland [grant number: UMO-2020/37/N/ST5/00191, 2021].

Datasets was basis for publication entitled: Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods, publised at Journal of Functional Biomaterials in 2025 (Szczesio-Wlodarczyk A, Kopacz K, Ranoszek-Soliwoda K, Sokolowski J, Bociong K. Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods. Journal of Functional Biomaterials. 2025; 16(2):49. https://doi.org/10.3390/jfb16020049). 

The publication is a summary of the third step of the project, that aims standardizing an artificial aging protocol for dental composites. Until now, there has been no effort to create a standard protocol for evaluating the clinical performance of dental composites in a practical and efficient manner. Dental materials are not required to undergo studies that verify their durability over their expected lifespan before they are released to the market. Implementing a standardized aging process is essential to enhance the dental resin composite's ability to withstand oral conditions. Research in this area has been supported by the Preludium grant from the National Science Center in Poland.

This study represents the final stage in which three selected aging protocols were evaluated based on previous research (1. https://doi.org/10.3390/molecules27113511; 2. https://doi.org/10.3390/app14166964). A 0.1 M sodium hydroxide solution was used to accelerate degradation in resin-based composites. Twelve materials, categorized into five types, were assessed for flexural strength (FS), diametral tensile strength (DTS), hardness (HV), and fracture toughness (FT) before and after aging. The proposed methods significantly degraded the mechanical properties of most composites, demonstrating the effectiveness of 0.1 M NaOH in hydrolytic stability testing.

Materials with high filler content (~80 wt.%) were particularly susceptible to degradation, emphasizing the need for optimized filler-matrix integration. The results suggest that incorporating thermocycling in aging protocols can enhance the assessment of dental composites by revealing interfacial weaknesses. Furthermore, the study underscores the importance of standardized aging protocols for accurate in vitro evaluation. Given the limited foundational research on proprietary dental materials, further studies are necessary to comprehensively assess their long-term performance.

For details on how the results are provided, please refer to the README file.
DOI: 10.5281/zenodo.14576242
title: Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods

description: This research was funded by the National Science Centre, Poland [grant number: UMO-2020/37/N/ST5/00191, 2021].

Datasets was basis for publication entitled: Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods, publised at Journal of Functional Biomaterials in 2025 (Szczesio-Wlodarczyk A, Kopacz K, Ranoszek-Soliwoda K, Sokolowski J, Bociong K. Towards the Standardization of Artificial Aging Protocols for Dental Composites: Evaluation of Proposed Methods. Journal of Functional Biomaterials. 2025; 16(2):49. https://doi.org/10.3390/jfb16020049). 

The publication is a summary of the third step of the project, that aims standardizing an artificial aging protocol for dental composites. Until now, there has been no effort to create a standard protocol for evaluating the clinical performance of dental composites in a practical and efficient manner. Dental materials are not required to undergo studies that verify their durability over their expected lifespan before they are released to the market. Implementing a standardized aging process is essential to enhance the dental resin composite's ability to withstand oral conditions. Research in this area has been supported by the Preludium grant from the National Science Center in Poland.

This study represents the final stage in which three selected aging protocols were evaluated based on previous research (1. https://doi.org/10.3390/molecules27113511; 2. https://doi.org/10.3390/app14166964). A 0.1 M sodium hydroxide solution was used to accelerate degradation in resin-based composites. Twelve materials, categorized into five types, were assessed for flexural strength (FS), diametral tensile strength (DTS), hardness (HV), and fracture toughness (FT) before and after aging. The proposed methods significantly degraded the mechanical properties of most composites, demonstrating the effectiveness of 0.1 M NaOH in hydrolytic stability testing.

Materials with high filler content (~80 wt.%) were particularly susceptible to degradation, emphasizing the need for optimized filler-matrix integration. The results suggest that incorporating thermocycling in aging protocols can enhance the assessment of dental composites by revealing interfacial weaknesses. Furthermore, the study underscores the importance of standardized aging protocols for accurate in vitro evaluation. Given the limited foundational research on proprietary dental materials, further studies are necessary to comprehensively assess their long-term performance.

For details on how the results are provided, please refer to the README file.
DOI: 10.15468/dl.fd8qtd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.62119 0.24623,6.83094 0.24623,6.83094 0.37859,6.62119 0.37859,6.62119 0.24623))",
 "OccurrenceStatus is Present",
 "TaxonKey is Hymenophyllum capillare Desv."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011126-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13354266
title: Dataset (raw questionnaire data and variable importance results) supplementing the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of German Small-Scale Private Forest Owners"

description: The dataset contains



a translation of the questionnaire,

the questionnaire raw data, and

the results of the variable importance analysis


used in the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of Small-Scale Private Forest Owners".
DOI: 10.5281/zenodo.13354267
title: Dataset (raw questionnaire data and variable importance results) supplementing the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of German Small-Scale Private Forest Owners"

description: The dataset contains



a translation of the questionnaire,

the questionnaire raw data, and

the results of the variable importance analysis


used in the publication "Does Gender Really Matter? How Demographics and Site Characteristics Influence Behavior and Attitudes of Small-Scale Private Forest Owners".
DOI: 10.6084/m9.figshare.28342406
title: Prediction uploaded on February 4 regarding the outcome of the Milan/Roma match on February 5.

description: Further details about the study are available at the following links:<br>https://osf.io/pcwah<br>https://osf.io/xsb9t
DOI: 10.6084/m9.figshare.28342406.v1
title: Prediction uploaded on February 4 regarding the outcome of the Milan/Roma match on February 5.

description: Further details about the study are available at the following links:<br>https://osf.io/pcwah<br>https://osf.io/xsb9t