cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18489328
title: Summary of the sequences of the conserved antigenic and non-allergenic residues identified in the different proteins of the SARS-CoV-2 genome

description: Supplementary Table-2: Summary of the sequences of the conserved antigenic and non-allergenic residues identified in the different proteins of the SARS-CoV-2 genome



Research Article

 


Conserved SARS-CoV-2 Viral Peptides as Potential Prophylactic 

and Therapeutic Targets

 Radhakrishna Muttineni1g*, Kalyani Putty2g*, Jhansi Siripuram1g, Sreenidhi Ramamoorthy3g, Sowmyya T4, Binitha RN5, Amoolya Rao Amaravadhi6, Sandra Kathott Prakash3g , Aravind Vemula1, Jaslin Panyam1, Veena K1, Meer Mushabbir Ali1, Manasa Manda1, Mohammad Younus1, Pavan Kumar Muttineni7

 1Virus Research Laboratory, Department of Zoology, Osmania University, Hyderabad, India

2Department of Veterinary Biotechnology, College of Veterinary Science, Rajendranagar, PVNR Telangana Veterinary University, Hyderabad, India

3Department of Biotechnology and Bioinformatics, School of Life Sciences, University of Hyderabad, India

4Forensic Science Unit, Department of Chemistry, Osmania University, Hyderabad, India

5Department of Zoology, Mar Athanasius College (Autonomous), Kothamangalam, Kerala, India

6Department of General Medicine, Malla Reddy Institute of Medical Sciences, Hyderabad, India

7Department of General Medicine, Government Medical College and Hospital, Jayashankar Bhupalapally, India

¡Contributed equally
DOI: 10.15468/dl.tj4j53
title: Occurrence Download

description: A dataset containing 12855175 records in GBIF matching the query:
SELECT 
 "gbifid", "taxonkey", "phylum", "class", "order", "eventdate", "datasetkey", "countrycode", "stateprovince", "decimallongitude", "decimallatitude" 
FROM occurrence 
WHERE 
 ("hasgeospatialissues" = 'false') AND 
 ("hascoordinate" = 'true') AND 
 ("occurrencestatus" = 'PRESENT') AND 
 NOT("basisofrecord" IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')) AND 
 ("decimallatitude" &gt;= 31) AND 
 ("decimallatitude" &lt; 91) AND 
 ("decimallongitude" &gt;= -98) AND 
 ("decimallongitude" &lt; -97) AND 
 ("year" &lt;= 2025)

 The dataset's 12855175 records were derived from 765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012775-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egm6hm
title: Occurrence Download

description: A dataset containing 1090005 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonId is not null",
 "GbifId is not null",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2021-06-09",
 "EventDate is less than or equal to 2021-07-09",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1090005 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012778-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7802/2994
title: TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets (Part 10, Jan 2021 - Dec 2021)
DOI: 10.15468/dl.uchmpc
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (The vascular plants collection (P) at the Herbarium of the Muséum national d'Histoire Naturelle (MNHN - Paris), Naturalis Biodiversity Center (NL) - Botany, Sukkulentensammlung Zürich, Tropicos MO Specimen Data, Tropicos Specimens Non-MO)",
 "TaxonKey is Uncarina sakalava"
 ]
}

 The dataset includes 25 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012787-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtmt2d
title: Occurrence Download

description: A dataset containing 5410 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon flavescens"
 ]
}

 The dataset includes 5410 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012788-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vtgjq
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olea europaea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "DecimalLongitude is greater than or equal to -20",
 "DecimalLongitude is less than or equal to 20",
 "DecimalLatitude is greater than or equal to 10",
 "DecimalLatitude is less than or equal to 30"
 ]
}

 The dataset includes 720 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012789-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2hrcg9
title: Occurrence Download

description: A dataset containing 61898 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Coccinella septempunctata"
 ]
}

 The dataset includes 61898 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012772-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.30895.19362
title: MY OPEN LETTER "It Can't Be MOCA MINUTE® Quarter Already": The Self Pleading For Freedom
DOI: 10.15468/dl.heg48t
title: Occurrence Download

description: A dataset containing 1342 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mandevilla foliosa"
 ]
}

 The dataset includes 1342 records from 75 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012790-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18738/t8/yk6gng
title: Ni(CH3COOH)+ / Ni(CD3COOD)+

description: This set contains experimental raw data files and quantum calculations for the Ni+ mediated decomposition of CH3COOH and its perdeuterated isomer. Reaction kinetics were measured at high resolution revealing the contribution of quantum mechanical tunneling to the measured rates.
DOI: 10.25959/nbka-x043
title: Data for: The emergence of top-down controls on marine phytoplankton biomass in the 21st century
DOI: 10.5281/zenodo.18489318
title: Iconclass Annotations and LLM-Generated Descriptions for Selected Wenzelsbibel Miniatures

description: This dataset accompanies the article Transferring AI-Based Iconclass Classification Across Image Traditions: A RAG Pipeline for the Wenzelsbibel by Drew B. Thomas and Julia Hintersteiner. It contains scene-level data for selected miniatures from the Wenzelsbibel, including IIIF links to images, large language model–generated textual descriptions, expert-assigned Iconclass ground-truth annotations, and Iconclass codes predicted by a multimodal retrieval-augmented generation (RAG) pipeline.

All descriptions were generated using GPT-4.1 with a full-page image input and an “Old Testament illustration” prompt. For page-level description generation, only manuscript pages containing a single miniature were used to ensure unambiguous correspondence between images and annotations. Predicted Iconclass codes correspond to the best-performing configuration of the pipeline (Phase 2.2b), which integrates hierarchical reasoning and a refined rescue strategy.

The dataset is released to support transparency, inspection, and reuse of the results reported in the article and does not include intermediate experimental configurations.
DOI: 10.5281/zenodo.18489317
title: Iconclass Annotations and LLM-Generated Descriptions for Selected Wenzelsbibel Miniatures

description: This dataset accompanies the article Transferring AI-Based Iconclass Classification Across Image Traditions: A RAG Pipeline for the Wenzelsbibel by Drew B. Thomas and Julia Hintersteiner. It contains scene-level data for selected miniatures from the Wenzelsbibel, including IIIF links to images, large language model–generated textual descriptions, expert-assigned Iconclass ground-truth annotations, and Iconclass codes predicted by a multimodal retrieval-augmented generation (RAG) pipeline.

All descriptions were generated using GPT-4.1 with a full-page image input and an “Old Testament illustration” prompt. For page-level description generation, only manuscript pages containing a single miniature were used to ensure unambiguous correspondence between images and annotations. Predicted Iconclass codes correspond to the best-performing configuration of the pipeline (Phase 2.2b), which integrates hierarchical reasoning and a refined rescue strategy.

The dataset is released to support transparency, inspection, and reuse of the results reported in the article and does not include intermediate experimental configurations.
DOI: 10.15468/dl.xqxeam
title: Occurrence Download

description: A dataset containing 376 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon herrerai"
 ]
}

 The dataset includes 376 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012794-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t55eyw
title: Occurrence Download

description: A dataset containing 728333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Cicadellidae"
 ]
}

 The dataset includes 728333 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012776-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/nfrees
title: A new validation of Burnout Assessment Tool: An IRT Analysis Among Teachers

description: Burnout is a critical occupational phenomenon with wide-ranging consequences for individuals and organizations. The Burnout Assessment Tool (BAT) was designed to overcome limitations of the Maslach Burnout Inventory by integrating four core dimensions (exhaustion, mental distance, emotional and cognitive impairment) and two secondary symptoms (psychological and psychosomatic complaints). These data is for the first validation of the complete BAT using Item Response Theory among 631 teachers.
DOI: 10.7910/dvn/x2ocam
title: Global and Regional Mental Health Statistics and Risk Factors

description: Database containing mental health indicators, prevalence of mental disorders, and risk factors across global and regional populations. Includes data on depression, anxiety, suicide, and other relevant indicators for mental health research, covering various countries and demographic groups.
DOI: 10.15468/dl.jzxvaw
title: Occurrence Download

description: A dataset containing 3689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Muhlenbergia montana"
 ]
}

 The dataset includes 3689 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012795-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rugsa5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Aeromicrobium phragmitis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014317-250402121839773/datasets/export for details.
DOI: 10.15468/dl.8susuu
title: Occurrence Download

description: A dataset containing 20851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Digitaria ischaemum (Schreb.) Muhl.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 20851 records from 456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014316-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/8fwudm8u
title: BREEDS dataset

description: The BREEDS dataset is used for evaluating the proposed method.
DOI: 10.57702/xi71nn5i
title: Counting Ones

description: Counting Ones
DOI: 10.57702/xz78w69x
title: MHINT

description: The MHINT corpus is a Mandarin Chinese speech corpus used for speech recognition and speech enhancement. It contains 480 utterances of 10 speakers, each with 10 seconds of speech.
DOI: 10.57702/xpfya8qa
title: MPC-based energy management system for islanded microgrid

description: The dataset used in this paper is a model predictive control (MPC)-based energy management system to address communication failures in an islanded microgrid (MG).
DOI: 10.57702/xm8iwx88
title: Real Images

description: The dataset used in the paper for uncalibrated photometric stereo using fewer images.
DOI: 10.57702/v4yrizmv
title: Office-Home dataset

description: The Office-Home dataset is a visual domain adaptation task, where the goal is to adapt a model trained in a source domain to a target domain with different distributions.
DOI: 10.57702/os4vvoh7
title: IMDb Reviews

description: The dataset consists of 25000 reviews from IMDb.
DOI: 10.57702/iwdbvxcw
title: NJUD

description: RGB-D salient object detection dataset
DOI: 10.57702/sca8ai5d
title: Auto generation of diagnostic assessments and their quality evaluation

description: The dataset used in the paper is a diagnostic assessment dataset for students.
DOI: 10.57702/kxtugnjx
title: Stack Overflow Privacy-Related Questions

description: The dataset contains 92 pairs of multi-labeled privacy-related questions from Stack Overflow.
DOI: 10.15468/dl.kmscxk
title: Occurrence Download

description: A dataset containing 2354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-109.0448 25.44983,-108.41858 25.14221,-108.14392 24.6698,-107.22107 23.97766,-106.26526 23.15369,-105.68298 22.50549,-104.59534 22.83508,-104.67224 23.10974,-105.07874 23.61511,-105.63904 24.28528,-106.21033 24.73572,-106.93542 25.42786,-107.35291 26.07605,-107.74841 26.70227,-108.28674 26.65833,-108.81409 26.48254,-109.40735 26.06506,-109.39636 25.73547,-109.0448 25.44983))",
 "TaxonKey is Phyllostomidae"
 ]
}

 The dataset includes 2354 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010938-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rrbjdj
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bufotes sitibundus",
 "HasCoordinate is true",
 "Year is greater than or equal to 2011",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050755-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yu8np6
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta curta (Engelm.) Rydb."
 ]
}

 The dataset includes 128 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241925-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zymcym
title: Occurrence Download

description: A dataset containing 602817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-46.73448 27.79979,65.81370 27.79979,65.81370 72.79979,-46.73448 72.79979,-46.73448 27.79979))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pluvialis apricaria (Linnaeus, 1758)"
 ]
}

 The dataset includes 602817 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216784-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6e6ve6
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygala cisandina Chodat"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0288934-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0m3j3x
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "or" : [
 "TaxonKey is Elaphoglossum oblanceolatum C.Chr.",
 "TaxonKey is Elaphoglossum albescens (Sodiro) Christ"
 ]
}

 The dataset includes 258 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010938-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3zjev
title: Occurrence Download

description: A dataset containing 788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limia vittata (Guichenot, 1853)"
 ]
}

 The dataset includes 788 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0248506-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92zmqt
title: Occurrence Download

description: A dataset containing 13000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Mozambique",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 13000 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307816-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz6k6j
title: Occurrence Download

description: A dataset listing the 223 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.46 47.35,-121.36 47.35,-121.36 47.45,-121.46 47.45,-121.46 47.35))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata"
 ]
}

 The dataset's 223 records were derived from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227198-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzjc1m
title: Occurrence Download

description: A dataset containing 650 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helenium mexicanum Kunth"
 ]
}

 The dataset includes 650 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010938-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79vgas
title: Occurrence Download

description: A dataset containing 9634639 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet automatically identified occurrences"
 ]
}

 The dataset includes 9634639 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0265055-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5qucu
title: Occurrence Download

description: A dataset listing the 4897 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 4897 records were derived from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241932-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krf3ca
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Lamprotula leaii (J.E.Gray, 1833)"
 ]
}

 The dataset includes 86 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314398-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gi0wbq
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Year 2000-2018",
 "Geometry POLYGON ((-92.0654296875 46.76996843356982, -91.1865234375 47.54687159892238, -89.912109375 47.81315451752768, -89.2529296875 48.16608541901253, -88.505859375 48.16608541901253, -88.76953125 48.48748647988415, -88.1982421875 48.63290858589535, -87.62695312499999 48.719961222646276, -88.0224609375 49.03786794532644, -86.484375 48.748945343432936, -86.044921875 48.19538740833338, -84.9462890625 47.90161354142075, -84.814453125 47.635783590864854, -84.638671875 47.249406957888446, -84.3310546875 46.92025531537451, -84.5068359375 46.52863469527167, -84.9462890625 46.52863469527167, -84.90234375 46.830133640447386, -85.4736328125 46.6795944656402, -86.220703125 46.558860303117164, -86.6162109375 46.437856895024204, -87.01171875 46.558860303117164, -87.3193359375 46.558860303117164, -87.62695312499999 46.76996843356982, -88.0224609375 46.89023157359399, -88.41796875 46.76996843356982, -88.11035156249999 47.12995075666307, -87.62695312499999 47.45780853075031, -88.11035156249999 47.42808726171425, -88.681640625 47.10004469402519, -89.4287109375 46.92025531537451, -90.2197265625 46.558860303117164, -90.7470703125 46.6795944656402, -90.4833984375 47.010225655683485, -90.966796875 46.89023157359399, -91.4501953125 46.73986059969267, -92.0654296875 46.76996843356982))",
 "HasCoordinate is true",
 "TaxonKey is Oncorhynchus kisutch (Walbaum, 1792)"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.