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

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrodinium bahamense",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008411-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3mrd8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrodinium bahamense",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008412-251009101135966/datasets/export for details.
DOI: 10.25820/data.008057
title: UPLC-MS/MS replication data for secondary organic aerosol formation from early-generation oxidation products of decamethylcyclopentasiloxane depends on seed aerosol composition

description: These measurements are part of chamber experiments conducted at the University of Colorado Boulder to investigate secondary organic aerosol (SOA) formation from the early-generation oxidation products of decamethylcyclopentasiloxane (D5) under low OH exposure conditions. The associated data represent gas- and particle-phase samples collected for offline analysis to characterize the distribution of early oxidation products in each ammonium sulfate-seeded experiment, as well as the average across all experiments. Samples were collected over a three-hour period after the lights were turned off, corresponding to a total sampled volume of 3.6 m³, or approximately 18% of the chamber's total volume. Results are reported as signal distributions in percentage.
DOI: 10.5281/zenodo.18176680
title: PUDL Raw FERC CID - Company Identifier Listing

description: FERC's regulations require regulated or jurisdictional entities and some non-regulated or non-jurisdictional entities to obtain Company Identifier (CID) numbers in order to make required filings with the Commission including tariff filings and various required forms. Each regulatory program requires a unique CID number. These CID numbers show up in various FERC filings, such as Forms 1, 2, 6, 60, 714, and EQR. Archived from 
https://data.ferc.gov/company-registration/ferc-company-identifier-listing/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.5281/zenodo.18524062
title: PUDL Raw FERC CID - Company Identifier Listing

description: FERC's regulations require regulated or jurisdictional entities and some non-regulated or non-jurisdictional entities to obtain Company Identifier (CID) numbers in order to make required filings with the Commission including tariff filings and various required forms. Each regulatory program requires a unique CID number. These CID numbers show up in various FERC filings, such as Forms 1, 2, 6, 60, 714, and EQR. Archived from 
https://data.ferc.gov/company-registration/ferc-company-identifier-listing/

This archive contains raw input data for the Public Utility Data Liberation (PUDL)
software developed by Catalyst Cooperative. It is
organized into Frictionless
Data Packages. For additional information about this data and PUDL, see the
following resources:


  
The PUDL Repository on GitHub
  
PUDL Documentation
  
Other Catalyst Cooperative data archives
DOI: 10.15468/dl.mckzb8
title: Occurrence Download

description: A dataset containing 23519 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "GadmGid is SAU.5_1",
 "OccurrenceStatus is Present",
 "Year 2010-2026"
 ]
}

 The dataset includes 23519 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ej7cr8
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Vascular plants of the Soviet Far East (1985-2006): georeferenced records from dot maps",
 "Geometry POLYGON((190.82401 65.72055,191.03539 65.72055,191.03539 65.85965,190.82401 65.85965,190.82401 65.72055))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 89 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30108754
title: Genome annotation of Ipomoea cavalcantei

description: The Carajás morning glory (<i>Ipomoea cavalcantei </i>D.F. Austin) is a plant species endemic to ironstone outcrops in the eastern Amazon, Brazil. Here, we present a chromosome-level reference genome combining PacBio HiFi and HiC sequencing data for this species. Our high-quality assembly of 1.02 Gb consisted of 314 contigs anchored to 15 chromosomes, with a contig N50 of 15.9 Mb and a scaffold N50 of 63.1 Mb. Benchmarking Universal Single-Copy Orthologue (BUSCO) analysis demonstrated that the genome assembly achieved high completeness, with a score of 94.92%. We obtained 25,335 unique protein-coding loci of which 92.09% were functionally annotated to the Refseq database. Repetitive sequences constituted 73.96% of the total genome length. This near-T2T genome paves the way for investigations into the species’ evolutionary history, molecular mechanisms associated with adaptation to its specialized niche, and to subsidize conservation efforts aimed at preserving this unique component of the Amazonian biodiversity.
DOI: 10.6084/m9.figshare.30108754.v1
title: Genome annotation of Ipomoea cavalcantei

description: The Carajás morning glory (<i>Ipomoea cavalcantei </i>D.F. Austin) is a plant species endemic to ironstone outcrops in the eastern Amazon, Brazil. Here, we present a chromosome-level reference genome combining PacBio HiFi and HiC sequencing data for this species. Our high-quality assembly of 1.02 Gb consisted of 314 contigs anchored to 15 chromosomes, with a contig N50 of 15.9 Mb and a scaffold N50 of 63.1 Mb. Benchmarking Universal Single-Copy Orthologue (BUSCO) analysis demonstrated that the genome assembly achieved high completeness, with a score of 94.92%. We obtained 25,335 unique protein-coding loci of which 92.09% were functionally annotated to the Refseq database. Repetitive sequences constituted 73.96% of the total genome length. This near-T2T genome paves the way for investigations into the species’ evolutionary history, molecular mechanisms associated with adaptation to its specialized niche, and to subsidize conservation efforts aimed at preserving this unique component of the Amazonian biodiversity.
DOI: 10.6084/m9.figshare.30108754.v2
title: Genome annotation of Ipomoea cavalcantei

description: The Carajás morning glory (<i>Ipomoea cavalcantei </i>D.F. Austin) is a plant species endemic to ironstone outcrops in the eastern Amazon, Brazil. Here, we present a chromosome-level reference genome combining PacBio HiFi and HiC sequencing data for this species. Our high-quality assembly of 1.02 Gb consisted of 314 contigs anchored to 15 chromosomes, with a contig N50 of 15.9 Mb and a scaffold N50 of 63.1 Mb. Benchmarking Universal Single-Copy Orthologue (BUSCO) analysis demonstrated that the genome assembly achieved high completeness, with a score of 94.92%. We obtained 25,335 unique protein-coding loci of which 92.09% were functionally annotated to the Refseq database. Repetitive sequences constituted 73.96% of the total genome length. This near-T2T genome paves the way for investigations into the species’ evolutionary history, molecular mechanisms associated with adaptation to its specialized niche, and to subsidize conservation efforts aimed at preserving this unique component of the Amazonian biodiversity.
DOI: 10.5281/zenodo.18555254
title: Supplementary Data for "Mapping the health harm of Bangladeshi brick kilns"

description: Code and data includes: emission factor compilation data from a literature review, gridded emissions data outputs for use in air quality models, configuration information for running GEOS-Chem, the sub-annual InMAP grid for Bangladesh, results from InMAP and GEOS-Chem, and code and data underlying figures used in the manuscript. Updated 09.02.26
DOI: 10.5281/zenodo.15516263
title: Supplementary Data for "Mapping the health harm of Bangladeshi brick kilns"

description: Code and data includes: emission factor compilation data from a literature review, gridded emissions data outputs for use in air quality models, configuration information for running GEOS-Chem, the sub-annual InMAP grid for Bangladesh, results from InMAP and GEOS-Chem, and code and data underlying figures used in the manuscript. Updated 09.02.26
DOI: 10.5281/zenodo.18558380
title: Quality Evaluation of Software Functional Requirements Generated by LLMs: A Systematic Mapping Study

description: Abstract. Research Context: Large Language Models (LLMs) have beenincreasingly applied in software engineering, especially in the generation offunctional requirements for information systems. Scientific and/or PracticalProblem: However, the quality of these requirements still raises concerns,such as ambiguities, incompleteness, and dependency on prompts. ProposedSolution and/or Analysis: This study conducts a systematic mapping toanalyze how the literature has evaluated requirements generated by LLMs.Related IS Theory: The work is aligned with the sociotechnical perspective,considering information systems requirements as both technical and socialartifacts. Research Method: A systematic mapping was conducted, reviewing1,875 studies and selecting 51 primary studies published between 2020 and2025. Summary of Results: The findings indicate a diversity of evaluationpractices, combining traditional criteria and NLP metrics, with advantagesin automation and standardization, but limitations regarding the absence ofbenchmarks and validation in industrial contexts, especially in the developmentof information systems. Contributions and Impact to IS area: The study con-tributes to academia by consolidating evaluation approaches and identifyinggaps, and to industry by supporting the understanding of risks and opportu-nities in the use of LLMs in the requirements engineering of information systems.
DOI: 10.5281/zenodo.18558379
title: Quality Evaluation of Software Functional Requirements Generated by LLMs: A Systematic Mapping Study

description: Abstract. Research Context: Large Language Models (LLMs) have beenincreasingly applied in software engineering, especially in the generation offunctional requirements for information systems. Scientific and/or PracticalProblem: However, the quality of these requirements still raises concerns,such as ambiguities, incompleteness, and dependency on prompts. ProposedSolution and/or Analysis: This study conducts a systematic mapping toanalyze how the literature has evaluated requirements generated by LLMs.Related IS Theory: The work is aligned with the sociotechnical perspective,considering information systems requirements as both technical and socialartifacts. Research Method: A systematic mapping was conducted, reviewing1,875 studies and selecting 51 primary studies published between 2020 and2025. Summary of Results: The findings indicate a diversity of evaluationpractices, combining traditional criteria and NLP metrics, with advantagesin automation and standardization, but limitations regarding the absence ofbenchmarks and validation in industrial contexts, especially in the developmentof information systems. Contributions and Impact to IS area: The study con-tributes to academia by consolidating evaluation approaches and identifyinggaps, and to industry by supporting the understanding of risks and opportu-nities in the use of LLMs in the requirements engineering of information systems.
DOI: 10.34740/kaggle/dsv/14783812
title: The Multi-Axis Profiled Mathematics Collection
DOI: 10.15468/dl.5b3k7q
title: Occurrence Download

description: A dataset containing 41846 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is Australia"
 ]
}

 The dataset includes 41846 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003138-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqyxrz
title: Occurrence Download

description: A dataset containing 170944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.88078 6.74329,-76.76718 6.56641,-76.63516 6.49931,-76.39874 6.49931,-76.13163 6.46575,-76.0211 6.52981,-75.99347 6.66401,-75.87066 6.78597,-75.82162 6.86389,-75.82511 6.92315,-75.82215 6.99084,-75.92932 7.1082,-75.95056 7.27377,-76.14475 7.28882,-76.38445 7.27979,-76.55133 7.2828,-76.72124 7.21056,-76.73035 7.07207,-76.70607 6.99076,-76.78193 6.89137,-76.83654 6.84317,-76.88078 6.74329))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 2011-2026"
 ]
}

 The dataset includes 170944 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003097-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfez2c
title: Occurrence Download

description: A dataset containing 20035 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stephania"
 ]
}

 The dataset includes 20035 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/61kyen
title: Data set associated with the research article “Valorization of apple pomace for biogas production: a leading anaerobic biorefinery approach for a circular bioeconomy”

description: The dataset contains experimental data from the research article “Valorization of apple pomace for biogas production: a leading anaerobic biorefinery approach for a circular bioeconomy”
DOI: 10.15468/dl.789548
title: Occurrence Download

description: A dataset containing 35446 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Breynia"
 ]
}

 The dataset includes 35446 records from 220 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003142-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dgnnr7
title: Occurrence Download

description: A dataset containing 599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "TaxonKey is Plasmodium"
 ]
}

 The dataset includes 599 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdd7ax
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acourtia scapiformis",
 "Year 1990-2026"
 ]
}

 The dataset includes 63 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003146-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jntpqf
title: Occurrence Download

description: A dataset containing 1660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Taxodium mucronatum",
 "Year 2020-2026"
 ]
}

 The dataset includes 1660 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003149-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eh3ax9
title: Occurrence Download

description: A dataset containing 691 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Snakes in Pune Suburbs"
 ]
}

 The dataset includes 691 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003148-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18558415
title: Data Raw Task-Technology Fit, Utilization, Work Productivity, Digital Literacy
DOI: 10.5281/zenodo.18558416
title: Data Raw Task-Technology Fit, Utilization, Work Productivity, Digital Literacy
DOI: 10.15468/dl.487fc4
title: Occurrence Download

description: A dataset containing 1748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsophila cuspidata"
 ]
}

 The dataset includes 1748 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003150-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9udutb
title: Occurrence Download

description: A dataset containing 1460163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus rotundifolia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1460163 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003096-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybk5mb
title: Occurrence Download

description: A dataset containing 32405 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia pycnantha"
 ]
}

 The dataset includes 32405 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003153-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31298335
title: Context-Aware Synthetic Promoter Design Using Neural Networks Enables Rewiring of Eukaryotic Transcriptional Networks

description: Gene regulation through promoter engineering is a cornerstone of synthetic biology, enabling precise control over transcriptional networks. However, experimental approaches remain labor-intensive. While artificial neural networks (ANNs) have improved regulatory element prediction, tools for promoter–transcription factor binding site (TFBS) recombination are still lacking. We present an ANN framework for context-aware design of synthetic promoters in Saccharomyces cerevisiae. The model predicts optimal TFBS insertion sites and the extent of promoter rewriting needed for successful integration. Applying this, we screened 6,011 native yeast promoters for compatibility with the TetR TFBS, generating a ranked list of high-confidence promoter–TFBS pairs. Experimental validation showed that model-designed promoters achieved repression rates up to 98.4%, without prior experimental characterization or tuning. We further rewired the yeast transcriptional network by introducing glucose-dependent regulation of an essential gene via Mig1 TFBS insertion. These results establish a scalable, predictive method for engineering regulatory sequences and reprogramming transcriptional logic.
DOI: 10.6084/m9.figshare.31298335.v1
title: Context-Aware Synthetic Promoter Design Using Neural Networks Enables Rewiring of Eukaryotic Transcriptional Networks

description: Gene regulation through promoter engineering is a cornerstone of synthetic biology, enabling precise control over transcriptional networks. However, experimental approaches remain labor-intensive. While artificial neural networks (ANNs) have improved regulatory element prediction, tools for promoter–transcription factor binding site (TFBS) recombination are still lacking. We present an ANN framework for context-aware design of synthetic promoters in Saccharomyces cerevisiae. The model predicts optimal TFBS insertion sites and the extent of promoter rewriting needed for successful integration. Applying this, we screened 6,011 native yeast promoters for compatibility with the TetR TFBS, generating a ranked list of high-confidence promoter–TFBS pairs. Experimental validation showed that model-designed promoters achieved repression rates up to 98.4%, without prior experimental characterization or tuning. We further rewired the yeast transcriptional network by introducing glucose-dependent regulation of an essential gene via Mig1 TFBS insertion. These results establish a scalable, predictive method for engineering regulatory sequences and reprogramming transcriptional logic.
DOI: 10.15468/dl.u9pdyd
title: Occurrence Download

description: A dataset containing 20397 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia verticillata"
 ]
}

 The dataset includes 20397 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003154-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18558519
title: TURISTIK KORXONALAR INNOVATSION FAOLIYATINI TARTIBGA SOLISHNING MOLIYAVIY MEXANIZMINING NAZARIY JIHATLARI
DOI: 10.5281/zenodo.18558520
title: TURISTIK KORXONALAR INNOVATSION FAOLIYATINI TARTIBGA SOLISHNING MOLIYAVIY MEXANIZMINING NAZARIY JIHATLARI
DOI: 10.15468/dl.hzy52f
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Absconditella delutula",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Sweden",
 "DatasetKey is Artportalen"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003155-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm9qv9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acourtia scaposa"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003156-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.