cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.u5qay3
title: Occurrence Download

description: A dataset containing 15106 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Thunbergia alata Bojer ex Sims"
 ]
}

 The dataset includes 15106 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011560-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2023-12.2988920/2553455
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988921/2553456
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988922/2553457
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988923/2553458
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988929/2553459
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988940/2553460
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988941/2553461
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988942/2553462
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988943/2553463
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988945/2553464
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25582/data.2023-12.2988968/2553465
title: Data for EMSL Project 60579 from December 2023
DOI: 10.25549/pcra-c14-1653
title: Seiatel' istiny = The sower of truth, vol. 15, no. 8 (August 1930)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.vcjm23
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nanobagrus armatus (Vaillant, 1902)"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344400-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhhc6k
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Maytenus senegalensis (Lam.) Exell"
 ]
}

 The dataset includes 163 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019415-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1496
title: Maiak = [Lighthouse], vol. 15, no. 9 (1937)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.u7meye
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarias longior Boulenger, 1907"
 ]
}

 The dataset includes 63 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344412-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q77q4j
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Zimbabwe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Adansonia digitata L.",
 "Year 1844-2023"
 ]
}

 The dataset includes 131 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010622-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1522
title: Maiak = [Lighthouse], vol. 15, no. 10 (1937)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.3mtwky
title: Occurrence Download

description: A dataset containing 171491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 "Geometry POLYGON((-90.44802 17.81424,-89.10716 17.81424,-89.10716 19.15792,-90.44802 19.15792,-90.44802 17.81424))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 171491 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011108-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1392
title: Maiak = [Lighthouse], vol. 15, no. 2 (1937)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.4zuq42
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Triplehorn Insect Collection, The Ohio State University",
 "TaxonKey is Tapinoma sessile (Say, 1836)"
 ]
}

 The dataset includes 41 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340774-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q8pkc
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Equus kiang Moorcroft, 1841"
 ]
}

 The dataset includes 40 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015120-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1754
title: Seiatel' istiny = The sower of truth, vol. 16, no. 1 (January 1931)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.avuja8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bangana yunnanensis (Wu, Lin, Chen, Chen & He, 1977)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322213-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1926
title: Seiatel' istiny = The sower of truth, vol. 16, no. 9 (September 1931)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.bt76m5
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Maytenus senegalensis (Lam.) Exell"
 ]
}

 The dataset includes 163 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019412-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1871
title: Seiatel' istiny = The sower of truth, vol. 16, no. 5 (May 1931)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.fgrtzn
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophura inornata (Salvadori, 1879)"
 ]
}

 The dataset includes 289 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0363608-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qh8xr7
title: Occurrence Download

description: A dataset listing the 175 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coastal and Marine Species Database"
 ]
}

 The dataset's 175 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001544-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1884
title: Seiatel' istiny = The sower of truth, vol. 16, no. 6 (June 1931)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.7pdu8p
title: Occurrence Download

description: A dataset containing 21706 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes Herb."
 ]
}

 The dataset includes 21706 records from 452 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009229-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-1879
title: Seiatel' istiny = The sower of truth, vol. 16, no. 6 (June 1931)

description: [description english/roman)] Monthly
DOI: 10.15468/dl.a7ubkp
title: Occurrence Download

description: A dataset containing 231399452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 231399452 records from 7823 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011247-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gxgu8j
title: Occurrence Download

description: A dataset containing 677 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Terrapene coahuila Schmidt & Owens, 1944"
 ]
}

 The dataset includes 677 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071509-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15753791
title: Analysis of mK-Transport Data on HgTe/HgCdTe Thin Films

description: This repository contains data, metadata, and code analyzing mK-transport data on HgTe/HgCdTe thin films with thicknesses of 26nm, 45nm, 70nm, and 110nm.

The data are organized in subfolders that are named by figure. Metadata and details on the band structure calculations are included in the Jupyter notebooks or found in separate README.md markdown files. The measurement data is shown in multiple figures and is hence organized in a separate, combined folder.

File informationdata_and_code.zip:  Zip-compressed archive of figure and measurements folders.

File Extensions*.csv            Comma-separated values of measurement data, calculation, and simulation results*.md            Markdown metadata file*.ipynb         Jupyter Notebook file for data analysis and drawing a figure*.mplstyle    Matplotlib style sheet used in Jupyter Notebook files for drawing a figure*.opju           OriginLab 2021 files for drawing a figure
DOI: 10.15468/dl.6rqxbx
title: Occurrence Download

description: A dataset containing 24304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enallagma cyathigerum (Charpentier, 1840)",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 24304 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071510-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3j3pkf
title: Occurrence Download

description: A dataset containing 26222 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ukraine",
 "GadmGid is UKR.3_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 26222 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071511-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15288133
title: Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light

description: This data is associated with "Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light" published in Chemical Science.https://doi.org/10.1039/D5SC02170G

Rossetto, D., Nader, S., Kufner, C. L., Lozano, G. G., Cerofolini, L., Fragai, M., Martin-Diaconescu, V., Zambelli, B., Ciurli, S., Guella, G., Szabla, R., Sasselov, D. D., & Mansy, S. S. (2025). Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light. Chemical Science, 16, 11246-11254. https://doi.org/10.1039/d5sc02170g
DOI: 10.5281/zenodo.15288134
title: Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light

description: This data is associated with "Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light" published in Chemical Science.https://doi.org/10.1039/D5SC02170G

Rossetto, D., Nader, S., Kufner, C. L., Lozano, G. G., Cerofolini, L., Fragai, M., Martin-Diaconescu, V., Zambelli, B., Ciurli, S., Guella, G., Szabla, R., Sasselov, D. D., & Mansy, S. S. (2025). Preferential survival of prebiotic metallopeptides in the presence of ultraviolet light. Chemical Science, 16, 11246-11254. https://doi.org/10.1039/d5sc02170g
DOI: 10.15468/dl.fp83ws
title: Occurrence Download

description: A dataset containing 8052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP",
 "OrganismQuantity 0.0-100000.0",
 "TaxonKey is Salmo trutta Linnaeus, 1758"
 ]
}

 The dataset includes 8052 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071513-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4gvkq
title: Occurrence Download

description: A dataset containing 2250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Betula nana L.",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2250 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071514-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data309
title: Italian LMF Apertium Dictionary

description: -
description: This is the LMF version of the Apertium Italian dictionary. Monolingual dictionary for Italian was generated from the Apertium expanded lexicon of the es-it. Apertium is a free/open-source machine translation platform, initially aimed at related-language pairs but recently expanded to deal with more divergent language pairs (such as English-Catalan). The platform provides: a language-independent machine translation engine; tools to manage the linguistic data necessary to build a machine translation system for a given language pair and linguistic data for a growing number of language pairs.
DOI: 10.34740/kaggle/dsv/12301089
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.14947014
title: Replication Package: From Tea Leaves to System Maps: Context-awareness in Monitoring Operational Machine Learning Models
DOI: 10.5281/zenodo.14946765
title: Replication Package: From Tea Leaves to System Maps: Context-awareness in Monitoring Operational Machine Learning Models
DOI: 10.15468/dl.mvtn9j
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Myanmar, Bhutan, Pakistan, Bangladesh, Nepal, Afghanistan)",
 "TaxonKey is Lethe kansa (Moore, 1857)"
 ]
}

 The dataset includes 27 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071515-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98fmuu
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (India, China, Bangladesh, Afghanistan, Pakistan, Nepal, Myanmar, Bhutan)",
 "TaxonKey is Lethe vindhya (Felder, 1859)"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071516-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15753919
title: Test Execution Logs Data for LLM Benchmarking for Root Cause Analysis

description: The test execution logs are obfuscated to enhance privacy. To replicate our experiment:



Log in through the OpenRouter website, 

Navigate to the “Chat” tab,

Select and add desired language models. In this case: Aion-1.0, DeepSeek R1, DeepSeek V3 0324, Mistral Small 3.1 24B, GPT o3-mini, Gemini 2.5 Pro Experimental, and QwB 32B,

Input the following prompt and the corresponding log (one log at a time) into the chat interface:




You are a debugging assistant. Given the following information:    1. A test execution log2. A list of possible root causes    Your task is to:- Provide a step-by-step reasoning to analyze the failure- Select the most likely root cause (only one) from the list- Suggest a reasonable action or next step to resolve it- Output the result in JSON format as shown below    ---Log File:{"<log-file-name>"}    Possible Root Causes:{ "misconfiguration", "signal_timeout", "test_aborted", "expired_bugfix", "unknown" }    Respond strictly in the following JSON format:{{   "File name": "{file_name}",   "Step-by-steps reasoning": "1. ...\n2. ...\n3. ...",   "Root cause": "<select one from above>",   "Action suggestion": "..."}}


Lastly, read the response directly in the chat box, or export it to JSON for later analysis.

Note:

Sometimes, one of the language models fail to generate the response. In this case, a retry is needed until the language model successfully generate the response.
DOI: 10.5281/zenodo.15753920
title: Test Execution Logs Data for LLM Benchmarking for Root Cause Analysis

description: The test execution logs are obfuscated to enhance privacy. To replicate our experiment:



Log in through the OpenRouter website, 

Navigate to the “Chat” tab,

Select and add desired language models. In this case: Aion-1.0, DeepSeek R1, DeepSeek V3 0324, Mistral Small 3.1 24B, GPT o3-mini, Gemini 2.5 Pro Experimental, and QwB 32B,

Input the following prompt and the corresponding log (one log at a time) into the chat interface:




You are a debugging assistant. Given the following information:    1. A test execution log2. A list of possible root causes    Your task is to:- Provide a step-by-step reasoning to analyze the failure- Select the most likely root cause (only one) from the list- Suggest a reasonable action or next step to resolve it- Output the result in JSON format as shown below    ---Log File:{"<log-file-name>"}    Possible Root Causes:{ "misconfiguration", "signal_timeout", "test_aborted", "expired_bugfix", "unknown" }    Respond strictly in the following JSON format:{{   "File name": "{file_name}",   "Step-by-steps reasoning": "1. ...\n2. ...\n3. ...",   "Root cause": "<select one from above>",   "Action suggestion": "..."}}


Lastly, read the response directly in the chat box, or export it to JSON for later analysis.

Note:

Sometimes, one of the language models fail to generate the response. In this case, a retry is needed until the language model successfully generate the response.
DOI: 10.34810/data310
title: Spanish-Catalan LMF Apertium Bilingual dictionary

description: This is the LMF version of the Apertium bilingual dictionary for Spanish and Catalan languages. Bilingual LMF dictionaries were generated from Apertium bilingual dix files. For each Apertium bilingual correspondence, the corresponding source and target monolingual entries (LexicalEntry) were generated in addition to the bilingual correspondence (SenseAxis) element. Apertium is a free/open-source machine translation platform, initially aimed at related-language pairs but recently expanded to deal with more divergent language pairs (such as English-Catalan). The platform provides: a language-independent machine translation engine; tools to manage the linguistic data necessary to build a machine translation system for a given language pair and linguistic data for a growing number of language pairs.
DOI: 10.15468/dl.3kkxh2
title: Occurrence Download

description: A dataset containing 4872 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canadian Museum of Nature Palaeobotany Collection"
 ]
}

 The dataset includes 4872 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071517-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15753979
title: STUDY ON CAPITAL BUDGETING AT UNISCIENT ENGINEERING Pvt. Ltd.
DOI: 10.5281/zenodo.15753980
title: STUDY ON CAPITAL BUDGETING AT UNISCIENT ENGINEERING Pvt. Ltd.
DOI: 10.6084/m9.figshare.29424152
title: Employee Wellbeing as a Competitive Business Advantage

description: Employee wellbeing has become a strategic priority for organisations aiming to secure a competitive advantage in the post-pandemic business environment. This paper explores how investing in employee wellbeing—covering physical health, mental health, work-life balance, and an inclusive workplace culture—can deliver positive returns across key business areas such as performance, innovation, productivity, and talent management. Drawing on recent research and industry case studies, particularly from the marketing sector, the analysis shows that companies with strong wellbeing programmes often outperform competitors through higher profitability, enhanced creativity, greater productivity, and improved employee retention. Post-pandemic trends, including the growth of remote and hybrid work, increased emphasis on mental health support, flexible working arrangements, and diversity, equity, and inclusion (DEI) initiatives, are examined as critical components of modern employee wellbeing strategies. The findings highlight that a genuine commitment to employee wellbeing not only improves employees’ quality of work life but also strengthens organisational resilience, innovation capacity, and employer branding, ultimately serving as a sustainable source of competitive advantage.