cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7qsj6p
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 352 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010489-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pycdqp
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010488-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bh845
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Mauritius",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010490-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sb5ka6
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((26.00012 43.88986,26.01048 43.87846,26.01742 43.88146,26.00724 43.89299,26.00012 43.88986))"
 ]
}

 The dataset includes 36 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010491-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewyxfp
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Tachycineta bicolor)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 102 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010492-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp9ate
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010493-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyn73j
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zoysia sinica)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 586 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010494-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq2gy3
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hatcheria titcombi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010495-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqw45y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010496-250711103210423/datasets/export for details.
DOI: 10.3217/kh3v7-dhn98
title: CREATOR Case: Induction Motor Data

description: In this repository, we are providing the machine design parameters and the experimental results of an induction motor (IM). This motor is one of the CREATOR [1] test case motors. As verification and validation of models has become increasingly important, so has the need for the availability of data to allow for verification and validation of models, as well as the reproducibility and reusability of results. We developed the set of machine data for the multifaceted analysis. This allows the users to analyse both steady state and transient investigations as we are providing the measured low-frequency equivalent circuit parameters as well as comprehensive measurement results on six different drive cycles. This package of data provides all the required information in terms of design parameters and measurement results to facilitate their use as a validation and benchmarking tool for different modeling approaches, beyond the specific quantitative results as obtained from singular analyses. We thereby also contribute to increasing the availability of results in the field of electric machines that follow the FAIR (Findability, Accessibility, Interoperability, and Reusability) principles, which enables transparency and reproducibility of research knowledge.

[1] The Computational Electric Machine Laboratory, Collaborative Research Centre CREATOR (CRC -- TRR361/F90) at TU Darmstadt, TU Graz, and JKU Linz is all about research and collaboration in various machine fields to enhance the machine design, analysis, and performance. With more than twenty research projects in four different areas of electromagnetics, fluid mechanics, numeric optimization, and also including the research data management, we try to address all the relevant aspects of a machine, e.g., shape and topology, time-dependent operating cycles, complex material behaviour, uncertainties and robustness, new cooling techniques to push thermal limits, noise and vibrations, and various key performance indicators.
DOI: 10.3217/wjjn5-g2c09
title: CREATOR Case: Induction Motor Data

description: In this repository, we are providing the machine design parameters and the experimental results of an induction motor (IM). This motor is one of the CREATOR [1] test case motors. As verification and validation of models has become increasingly important, so has the need for the availability of data to allow for verification and validation of models, as well as the reproducibility and reusability of results. We developed the set of machine data for the multifaceted analysis. This allows the users to analyse both steady state and transient investigations as we are providing the measured low-frequency equivalent circuit parameters as well as comprehensive measurement results on six different drive cycles. This package of data provides all the required information in terms of design parameters and measurement results to facilitate their use as a validation and benchmarking tool for different modeling approaches, beyond the specific quantitative results as obtained from singular analyses. We thereby also contribute to increasing the availability of results in the field of electric machines that follow the FAIR (Findability, Accessibility, Interoperability, and Reusability) principles, which enables transparency and reproducibility of research knowledge.

[1] The Computational Electric Machine Laboratory, Collaborative Research Centre CREATOR (CRC -- TRR361/F90) at TU Darmstadt, TU Graz, and JKU Linz is all about research and collaboration in various machine fields to enhance the machine design, analysis, and performance. With more than twenty research projects in four different areas of electromagnetics, fluid mechanics, numeric optimization, and also including the research data management, we try to address all the relevant aspects of a machine, e.g., shape and topology, time-dependent operating cycles, complex material behaviour, uncertainties and robustness, new cooling techniques to push thermal limits, noise and vibrations, and various key performance indicators.
DOI: 10.18150/zdfi94
title: Data from mathematical model of hydrogen peroxide (H2O2) neutralization

description: Data collected from mathematical model of hydrogen peroxide (H2O2) neutralization in breast, lung and colorectal cancer cell lines. The results demonstrate the H2O2 levels after neutralization through different neutralization systems. The H2O2 neutralization pathways used in the model utilize the following enzymes: peroxiredoxin (PRDX) with thioredoxin (TXN), glutathione peroxidase (GPX) with glutathione (GSH), and catalase (CAT) or their combinations. Obtained data were used to assess the role of different enzymes in H2O2 neutralization and estimation of cellular radioresistance due to activation of specific neutralization pathway(s).
DOI: 10.57771/0by1-gx26
title: EmoLex.SR - Emotion Lexicon of Serbian Words
title: EmoLex.SR

description: <p>The EmoLex.SR emotion lexicons for the Serbian language include multi-label emotion annotations for the Serbian lemmas with identified emotional tone. </p><p>The Serbian emotion lexicons were developed in two complementary versions: </p><ol><li><strong>EmoLex.SR-v1</strong> is a translated and adapted version of the widely used EmoLex lexicon for English, ensuring cross-linguistic consistency. </li><li><strong>EmoLex.SR-v2</strong> expands previous resource by enriching it with Serbian lemmas whose emotional affect was identified through dedicated studies and domain-specific analyses.</li></ol><p>Both versions are provided in JSON format, supporting multi-label annotations aligned with Plutchik’s emotion categories. </p><p>Each entry contains the lemma, possible emotion categories based on Plutchik’s categorization (+ neutral category), and associated intensity scores. </p><p>The JSON format ensures the lexicons are easily reusable, machine-readable, and adaptable for various NLP tasks such as affective text analysis, classification, or sentiment enrichment.</p>
DOI: 10.57771/9d7v-jq42
title: EmoLex.SR - Emotion Lexicon of Serbian Words
title: EmoLex.SR

description: <p>The EmoLex.SR emotion lexicons for the Serbian language include multi-label emotion annotations for the Serbian lemmas with identified emotional tone. </p><p>The Serbian emotion lexicons were developed in two complementary versions: </p><ol><li><strong>EmoLex.SR-v1</strong> is a translated and adapted version of the widely used EmoLex lexicon for English, ensuring cross-linguistic consistency. </li><li><strong>EmoLex.SR-v2</strong> expands previous resource by enriching it with Serbian lemmas whose emotional affect was identified through dedicated studies and domain-specific analyses.</li></ol><p>Both versions are provided in JSON format, supporting multi-label annotations aligned with Plutchik’s emotion categories. </p><p>Each entry contains the lemma, possible emotion categories based on Plutchik’s categorization (+ neutral category), and associated intensity scores. </p><p>The JSON format ensures the lexicons are easily reusable, machine-readable, and adaptable for various NLP tasks such as affective text analysis, classification, or sentiment enrichment.</p>
DOI: 10.15468/dl.cv2ewr
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010497-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15860377
title: TopoMAS Evaluation Datasets and Results for Materials Science Question-Answering System

description: This repository contains the evaluation datasets and experimental results for TopoMAS, a knowledge-enhanced question-answering framework for topological materials science. The specific contents include:  

📊 Evaluation Datasets: - LLM4Mat-Bench Benchmark Dataset: Contains 85790 questions with standard answers  - TopoQA Specialized Dataset: Covers 110 domain-specific questions and answers in materials science (developed by our research team and continuously updated)  - TopoOQ Specialized Dataset: Includes 95 open-ended questions in materials science (developed by our research team and continuously updated)  

📈 Experimental Results:  - Performance metrics on LLM4Mat-Bench (Wtd. Avg. (MAD:MAE) = 14.421, Wtd. Avg. AUC = 0.891)  - Performance metrics on TopoQA (Accuracy: 94.55%)  - Performance metrics on TopoOQ (Composite Score: 7.46/10)  - Comparative results with multiple models in the framework (Qwen3, Qwen2.5, DeepSeek-V3)  

This dataset supports the research presented in the paper "TopoMAS: Large Language Model Driven Topological Materials Multi-Agent System"and can be used to reproduce experimental findings or serve as benchmark data for materials science QA systems. We sincerely welcome contributions and suggestions from the academic community to further improve dataset quality.
DOI: 10.25403/upresearchdata.29556359
title: Protease comparison of protease enzymes in broilers

description: The datasets underpin a dissertation titled "Comparing the effects of two mono-component protease products at two different dietary essential amino acid matrices on broiler performance and digestibility". The study aimed to validate the importance of applying accurate matrix values when using exogenous mono-component proteases in broiler feed. The treatments were fed in a three-phase feeding program (starter, grower, and finisher). All treatments received 1000 FTU/kg of a novel consensus bacterial 6–phytase variant expressed in Trichoderma reesei, with a Ca and P matrix of 0.18% applied.
DOI: 10.25403/upresearchdata.29556359.v1
title: Protease comparison of protease enzymes in broilers

description: The datasets underpin a dissertation titled "Comparing the effects of two mono-component protease products at two different dietary essential amino acid matrices on broiler performance and digestibility". The study aimed to validate the importance of applying accurate matrix values when using exogenous mono-component proteases in broiler feed. The treatments were fed in a three-phase feeding program (starter, grower, and finisher). All treatments received 1000 FTU/kg of a novel consensus bacterial 6–phytase variant expressed in Trichoderma reesei, with a Ca and P matrix of 0.18% applied.
DOI: 10.15468/dl.kvu4ws
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Spizella passerina)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010499-250711103210423/datasets/export for details.
DOI: 10.15468/dl.nws4hn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ctenopharyngodon idella",
 "Country is Egypt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010501-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.983844
title: Fish counts and species at and around artificially introduced tetrapod fields in the southern North Sea, 2022

description: With increasing global change, coastal protection measures are becoming increasingly important for preserving our coastal features and infrastructure. Coastal protection often comes in the form of artificial structures however, artificial structures can also appear as renewable energy projects, maritime infrastructure and aquaculture installations. The ecological effects of such structures on the natural surroundings remains largely unclear. 36 tetrapod structures (4-footed concrete breakwaters each weighing 2.8 t) in groups of six were added to the MarGate underwater experimental area to the north of Helgoland, in the Southern North Sea, in 2009 at 5 and 10 m water depth. The 5 m fields TN5 (North), TM5 (Middle) and TS5 (South) have been monitored monthly, since their introduction, with respect to the abundance, species composition and size of the associated biota community. By carrying out this monitoring project, we aim to study the long-term effects of artificial structures on the local biotic community in shallow coastal ecosystems. Line transect based visual fish census conducted by trained scientific divers is used to survey the fish communities in the vicinity of each tetrapod field. For this, four 20m long line transects are laid out permanently in the four cardinal directions, each marked at 0, 5, 10, 15 and 20 m distance to the tetrapod field. Data collection is communicated by the diver via voice communication of the surface and noted directly in the standardized protocol together with metadata on algae coverage other environmental parameters.
DOI: 10.17026/ar/ywvux2
title: Inventariserend Veldonderzoek, verkennende fase Kromhoutstraat 50-72 (project Kennemerboulevard e.o.), IJmuiden Gemeente Velsen

description: Uit de boringen blijkt dat het onderzochte gebied tot de maximale boordiepte van 2,3 m -mv (3,8 m NAP) uit Jong duinzand bestaat. Dit Jonge duinzand heeft een lage archeologische verwachting. De kans dat met de geplande werkzaamheden aan de leiding, die voor het overgrote deel uitsluitend bestaan uit het weghalen van de bestaande leiding, archeologische waarden worden verstoord, is zeer klein.
DOI: 10.15468/dl.yu46bx
title: Occurrence Download

description: A dataset containing 49684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Spizella passerina)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 49684 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010500-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se4dbj
title: Occurrence Download

description: A dataset containing 11753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "Geometry POLYGON((102.3452 17.0577,138.70073 17.0577,138.70073 50.54727,102.3452 50.54727,102.3452 17.0577))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Numenius arquata",
 "Year 2020-2025"
 ]
}

 The dataset includes 11753 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010503-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucwejq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gambusia holbrooki",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010502-250711103210423/datasets/export for details.
DOI: 10.15468/dl.yqr3e4
title: Occurrence Download

description: A dataset containing 1294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helogenes marmoratus"
 ]
}

 The dataset includes 1294 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010506-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kt26sa
title: Occurrence Download

description: A dataset containing 233 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((29.68212 45.17143,29.68255 45.15696,29.73321 45.15681,29.71825 45.16826,29.68212 45.17143))"
 ]
}

 The dataset includes 233 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010504-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.75hybj
title: Occurrence Download

description: A dataset containing 179136 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus laevigata"
 ]
}

 The dataset includes 179136 records from 992 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010389-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.