cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.1594/pangaea.913705
title: Seawater carbonate chemistry and photophysiology and production of Biddulphia biddulphiana

description: In order to allow full comparability with other ocean acidification data sets, the R package seacarb (Gattuso et al, 2019) was used to compute a complete and consistent set of carbonate system variables, as described by Nisumaa et al. (2010). In this dataset the original values were archived in addition with the recalculated parameters (see related PI). The date of carbonate chemistry calculation by seacarb is 2020-03-18.
DOI: 10.15468/dl.8s2eu4
title: Occurrence Download

description: A dataset containing 17890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Rhea pennata d'Orbigny, 1834"
 ]
}

 The dataset includes 17890 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013004-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18329097
title: Tillandsia capillaris f. virescens (Ruiz & Pav.) L.B.Sm. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.5281/zenodo.18329098
title: Tillandsia capillaris f. virescens (Ruiz & Pav.) L.B.Sm. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:55
DOI: 10.15468/dl.2hnq2w
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyperus michelianus",
 "Year 1960-2010"
 ]
}

 The dataset includes 35 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002852-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wrqxz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((-74.181 1.507182, -74.251287 1.501614, -74.31984199999999 1.485048, -74.38497700000001 1.45789, -74.445087 1.420811, -74.49869200000001 1.374723, -74.544471 1.320763, -74.581298 1.260259, -74.608266 1.194701, -74.624713 1.125704, -74.630233 1.054967, -74.62469299999999 0.984232, -74.608228 0.915239, -74.581245 0.849689, -74.544409 0.789194, -74.498627 0.735243, -74.445025 0.6891659999999999, -74.384925 0.652095, -74.319804 0.624945, -74.251267 0.608383, -74.181 0.602816, -74.110733 0.608383, -74.042196 0.624945, -73.977075 0.652095, -73.91697499999999 0.6891659999999999, -73.863373 0.735243, -73.81759099999999 0.789194, -73.780755 0.849689, -73.753772 0.915239, -73.737307 0.984232, -73.731767 1.054967, -73.73728699999999 1.125704, -73.75373399999999 1.194701, -73.78070200000001 1.260259, -73.81752899999999 1.320763, -73.863308 1.374723, -73.91691299999999 1.420811, -73.977023 1.45789, -74.042158 1.485048, -74.110713 1.501614, -74.181 1.507182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002853-260120142942310/datasets/export for details.
DOI: 10.15468/dl.z9g2k6
title: Occurrence Download

description: A dataset containing 245104 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Molossidae"
 ]
}

 The dataset includes 245104 records from 1306 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002825-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18258483
title: Data and codes for the article "Quantum acoustics with tunable nonlinearity in the superstrong coupling regime"

description: This repository contains the data and codes used to make the plots presented in the article "Quantum acoustics with tunable nonlinearity in the superstrong coupling regime".
DOI: 10.5281/zenodo.18258484
title: Data and codes for the article "Quantum acoustics with tunable nonlinearity in the superstrong coupling regime"

description: This repository contains the data and codes used to make the plots presented in the article "Quantum acoustics with tunable nonlinearity in the superstrong coupling regime".
DOI: 10.5281/zenodo.18329077
title: Multibody model of wire leading mechanism for morphing mechanism
DOI: 10.5281/zenodo.18329078
title: Multibody model of wire leading mechanism for morphing mechanism
DOI: 10.6084/m9.figshare.31115269
title: <b>Supplementary Material – A digital interactive key for identification of </b><b><i>Miconia</i></b><b> </b><b><i>s.s.</i></b><b> (Melastomataceae) from Pará, </b><b>northern Brazil, with new records from the state</b>

description: <b>Table S1 - </b><b>Full character list of </b><b><i>Miconia </i></b><b>s.s. from Pará, northern Brazil, including the respective morphological information coverage and distribution of states across the taxa surveyed.</b>
DOI: 10.6084/m9.figshare.31115269.v1
title: <b>Supplementary Material – A digital interactive key for identification of </b><b><i>Miconia</i></b><b> </b><b><i>s.s.</i></b><b> (Melastomataceae) from Pará, </b><b>northern Brazil, with new records from the state</b>

description: <b>Table S1 - </b><b>Full character list of </b><b><i>Miconia </i></b><b>s.s. from Pará, northern Brazil, including the respective morphological information coverage and distribution of states across the taxa surveyed.</b>
DOI: 10.15468/dl.pga9ua
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea auriculata"
 ]
}

 The dataset includes 96 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002854-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18329091
title: THE ROLE OF ENGLISH LANGUAGE TEACHING IN ACQUIRING GLOBAL AND INTERDISCIPLINARY KNOWLEDGE

description: In the era of globalization and rapid knowledge expansion, English language teaching extends beyond linguistic competence and serves as a gateway to global and interdisciplinary knowledge. English functions as the primary medium of instruction, research, and information exchange across science, technology, economics, and culture. This article examines how English language teaching facilitates access to worldly knowledge and contributes to learners’ intellectual, academic, and professional development. Drawing on theories of English as a Global Language, Content and Language Integrated Learning (CLIL), and English for Academic Purposes (EAP), the study analyzes the integrative role of English in acquiring scientific, cultural, and technological knowledge. Using a qualitative theoretical approach, the paper argues that English language education plays a crucial role in shaping globally competent individuals capable of engaging with international knowledge systems. The findings highlight that teaching English as a means of accessing content knowledge enhances critical thinking, global awareness, and lifelong learning.
DOI: 10.5281/zenodo.18329092
title: THE ROLE OF ENGLISH LANGUAGE TEACHING IN ACQUIRING GLOBAL AND INTERDISCIPLINARY KNOWLEDGE

description: In the era of globalization and rapid knowledge expansion, English language teaching extends beyond linguistic competence and serves as a gateway to global and interdisciplinary knowledge. English functions as the primary medium of instruction, research, and information exchange across science, technology, economics, and culture. This article examines how English language teaching facilitates access to worldly knowledge and contributes to learners’ intellectual, academic, and professional development. Drawing on theories of English as a Global Language, Content and Language Integrated Learning (CLIL), and English for Academic Purposes (EAP), the study analyzes the integrative role of English in acquiring scientific, cultural, and technological knowledge. Using a qualitative theoretical approach, the paper argues that English language education plays a crucial role in shaping globally competent individuals capable of engaging with international knowledge systems. The findings highlight that teaching English as a means of accessing content knowledge enhances critical thinking, global awareness, and lifelong learning.
DOI: 10.34847/nkl.fcea5066
title: Corpus annoté en morphosyntaxe pour le poitevin-saintongeais - Projet DIVITAL

description: Ce corpus annoté contient 16443 entrées (741 phrases) avec la forme, le lemme, la catégorie grammaticale selon le jeu d'étiquettes Universal Dependencies et une glose en français. Les documents annotés sont des extraits d'oeuvres originales en poitevin-saintongeais et d'oeuvres traduites en poitevin-saintongeais :
- Contes du lundi, A. Daudet 
- Parabole de l’enfant prodigue
- Contes du marais, B. Bidaude & J.L. Le Quellec 
- Chroniques sur les langues de France, M. Feltin-Palas 
- Le Prinçot, A. de Saint-Exupéry 
- Les lettres de mon moulin, A. Daudet
- Pierre et le loup, S. Prokofiev 
- Fine Amour, M. Gautier 
- 100 histoires de menteries en poitou-charentes-vendee, C. Ribouillault
- Décaméron, Boccace
- La déclaration universelle des droits de l’homme
- La bise et le soleil, Esope
- L’homme qui plantait des arbres, J. Giono

L’annotation a été réalisée par des linguistes non locuteurs. Pour le Corpus POS, une partie du corpus a fait l’objet d’une double annotation à l’aveugle, c’est-à-dire sans que les annotateurs aient accès aux annotations des autres — avant d’être comparée puis adjudiquée, une annotation consensuelle étant alors retenue comme annotation de référence pour 249 phrases (verification_status = validated). Les 492 phrases restantes n’ont fait l’objet que d’une annotation unique (verification_status = no validated).
DOI: 10.15468/dl.tuxtn2
title: Occurrence Download

description: A dataset containing 8684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinus palustris)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Continent is North America"
 ]
}

 The dataset includes 8684 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002855-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rvnp7b
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Leucocoprinus fragilissimus"
 ]
}

 The dataset includes 261 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002857-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tayxvk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((116.784 1.733182, 116.713705 1.727613, 116.645142 1.711046, 116.580001 1.683888, 116.519885 1.646808, 116.466276 1.600719, 116.420494 1.546758, 116.383665 1.486253, 116.356696 1.420695, 116.34025 1.351698, 116.334731 1.28096, 116.340274 1.210225, 116.356742 1.141233, 116.383728 1.075684, 116.420568 1.015189, 116.466355 0.96124, 116.51996 0.915164, 116.580065 0.878095, 116.645189 0.850945, 116.71373 0.834383, 116.784 0.828817, 116.85427 0.834383, 116.922811 0.850945, 116.987935 0.878095, 117.04804 0.915164, 117.101645 0.96124, 117.147432 1.015189, 117.184272 1.075684, 117.211258 1.141233, 117.227726 1.210225, 117.233269 1.28096, 117.22775 1.351698, 117.211304 1.420695, 117.184335 1.486253, 117.147506 1.546758, 117.101724 1.600719, 117.048115 1.646808, 116.987999 1.683888, 116.922858 1.711046, 116.854295 1.727613, 116.784 1.733182))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002858-260120142942310/datasets/export for details.
DOI: 10.15468/dl.att3np
title: Occurrence Download

description: A dataset containing 14524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Africa)",
 "TaxonKey is Lethrinus"
 ]
}

 The dataset includes 14524 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002860-260120142942310/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.30686114
title: San Chen Pills Mitigate Lung Inflammation inLipopolysaccharide-Induced Acute Lung Injury Rats via Gut Microbiota Modulation and Inhibition of AKT/TLR4/NLRP3 Signaling Pathways (WB raw data)

description: Acute lung injury (ALI) is a severe inflammatory condition that disrupts pulmonary homeostasis, yet effective pharmacological treatments remain scarce. In this study, we applied a multi-dimensional strategy integrating chemical characterization, computational prediction, and in vivo validation to evaluate the therapeutic potential of a multi-component formula in juvenile rats challenged with lipopolysaccharide (LPS). Administration of the preparation ameliorated histopathological changes and inflammation in lung tissues, as evidenced by reduced levels of pro-inflammatory cytokines, and suppressed activation of AKT/TLR4/NF-κB signaling as well as the NLRP3 inflammasome. Parallel microbiome profiling indicated restoration of microbial community diversity, enrichment of beneficial bacterial taxa, and depletion of harmful genera. Correlation analyses further revealed that microbial shifts were associated with attenuation of inflammatory signaling. Collectively, these findings suggest that regulation of the gut–lung axis may contribute to the anti-inflammatory effects of SCP in the LPS-challenged model, primarily through modulation of inflammatory signaling.
DOI: 10.6084/m9.figshare.30686114.v1
title: San Chen Pills Mitigate Lung Inflammation inLipopolysaccharide-Induced Acute Lung Injury Rats via Gut Microbiota Modulation and Inhibition of AKT/TLR4/NLRP3 Signaling Pathways (WB raw data)

description: Acute lung injury (ALI) is a severe inflammatory condition that disrupts pulmonary homeostasis, yet effective pharmacological treatments remain scarce. In this study, we applied a multi-dimensional strategy integrating chemical characterization, computational prediction, and in vivo validation to evaluate the therapeutic potential of a multi-component formula in juvenile rats challenged with lipopolysaccharide (LPS). Administration of the preparation ameliorated histopathological changes and inflammation in lung tissues, as evidenced by reduced levels of pro-inflammatory cytokines, and suppressed activation of AKT/TLR4/NF-κB signaling as well as the NLRP3 inflammasome. Parallel microbiome profiling indicated restoration of microbial community diversity, enrichment of beneficial bacterial taxa, and depletion of harmful genera. Correlation analyses further revealed that microbial shifts were associated with attenuation of inflammatory signaling. Collectively, these findings suggest that regulation of the gut–lung axis may contribute to the anti-inflammatory effects of SCP in the LPS-challenged model, primarily through modulation of inflammatory signaling.
DOI: 10.5281/zenodo.17680821
title: Tree-ring and fire regimes: Tree resilience dataset
DOI: 10.5281/zenodo.17680822
title: Tree-ring and fire regimes: Tree resilience dataset
DOI: 10.6084/m9.figshare.30686129
title: BNI21&BNI23 GSCs 935k DNA Methylation Data

description: We generated genome-wide DNA methylation profiles of human glioma stem cell lines <b>BNI21</b> and <b>BNI23</b> using the <b>Illumina 935k methylation array</b>. These datasets provide high-resolution methylation information for primary human GBM-derived glioma stem cells and can be used for epigenetic profiling.
DOI: 10.6084/m9.figshare.30686129.v1
title: BNI21&BNI23 GSCs 935k DNA Methylation Data

description: We generated genome-wide DNA methylation profiles of human glioma stem cell lines <b>BNI21</b> and <b>BNI23</b> using the <b>Illumina 935k methylation array</b>. These datasets provide high-resolution methylation information for primary human GBM-derived glioma stem cells and can be used for epigenetic profiling.
DOI: 10.15468/dl.t3yyfn
title: Occurrence Download

description: A dataset containing 676799 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bombus pascuorum",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 676799 records from 891 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003356-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17680968
title: 3-bit Constant-time Synchronous Binary  Counter (Verilog)

description: Respected Sir/Madam,

 

I hope you are doing well.

 

I am writing to submit my research article titled “Constant-Time Synchronous 3-Bit Binary Counter with Minimal Clock Period” for publication in the International Journal of Research Publication and Reviews (IJRPR).

 

This paper discusses the design and implementation of a high-speed synchronous 3-bit binary counter using an Adder + Register architecture with minimal clock delay. The work includes block diagram explanation, Verilog implementation, simulation results, timing analysis, and applications in VLSI systems.

 

I kindly request you to consider my manuscript for review and further publication in your esteemed journal.

 

Author Information:

Name: Ashwin S, Jai Abinav T, Miruthula S, Harini D

Department: Electronics Engineering (VLSI)

College: Sri Shakthi Institute of Engineering and Technology

Email: ashwns150@gmail.com

Phone: +

91 80566 58988
DOI: 10.5281/zenodo.17680969
title: 3-bit Constant-time Synchronous Binary  Counter (Verilog)

description: Respected Sir/Madam,

 

I hope you are doing well.

 

I am writing to submit my research article titled “Constant-Time Synchronous 3-Bit Binary Counter with Minimal Clock Period” for publication in the International Journal of Research Publication and Reviews (IJRPR).

 

This paper discusses the design and implementation of a high-speed synchronous 3-bit binary counter using an Adder + Register architecture with minimal clock delay. The work includes block diagram explanation, Verilog implementation, simulation results, timing analysis, and applications in VLSI systems.

 

I kindly request you to consider my manuscript for review and further publication in your esteemed journal.

 

Author Information:

Name: Ashwin S, Jai Abinav T, Miruthula S, Harini D

Department: Electronics Engineering (VLSI)

College: Sri Shakthi Institute of Engineering and Technology

Email: ashwns150@gmail.com

Phone: +

91 80566 58988
DOI: 10.15468/dl.33xx3z
title: Occurrence Download

description: A dataset containing 771156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ghana",
 "TaxonKey is Aves",
 "Year 2010-2025"
 ]
}

 The dataset includes 771156 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003362-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/env2z
title: Automated Fake News Detection using Machine Learning Algorithms

description: This research project presents the development and comparative analysis of automated fake news detection systems using both traditional machine learning algorithms and advanced deep learning techniques. With the exponential growth of digital media, the spread of fake news has become a critical global issue, impacting public perception, political stability, and societal trust.

The study leverages a publicly available fake news dataset sourced from Kaggle, comprising both real and fake news articles. Rigorous data preprocessing techniques were applied, including text cleaning, tokenization, and feature extraction, to prepare the data for analysis.

The project implements and evaluates the performance of the following models:

Logistic Regression

Naive Bayes

Random Forest

Long Short-Term Memory (LSTM) neural network

Key performance metrics such as accuracy, precision, recall, F1-score, and ROC-AUC score were used to assess the models. Visualizations, including confusion matrices and ROC curves, provide a comprehensive understanding of each model's effectiveness.

Findings from this research indicate that while traditional machine learning models perform reasonably well, the LSTM model outperforms them by effectively capturing complex patterns and contextual dependencies in textual data. The project also includes WordCloud visualizations and performance comparison charts to aid interpretability.

All source code, dataset, visual assets, and the final research paper are included in this repository to promote transparency, reproducibility, and further research. This work aims to assist researchers, fact-checkers, and policy-makers in developing scalable solutions for combating misinformation in the digital age.

Keywords: Fake News, Machine Learning, Deep Learning, LSTM, Natural Language Processing, Text Classification, Data Science, Misinformation Detection, Research Paper, Open Science