cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.14272/icglpkivtvwcft-uhfffaoysa-n/chmo0000596.1
title: distortionless enhancement with polarization transfer (DEPT) (4-methylbenzenesulfonohydrazide)
title: InChI=1S/C7H10N2O2S/c1-6-2-4-7(5-3-6)12(10,11)9-8/h2-5,9H,8H2,1H3

description: dataset for distortionless enhancement with polarization transfer (DEPT)
DOI: 10.14272/icglpkivtvwcft-uhfffaoysa-n.1
title: 4-methylbenzenesulfonohydrazide
title: InChI=1S/C7H10N2O2S/c1-6-2-4-7(5-3-6)12(10,11)9-8/h2-5,9H,8H2,1H3

description: This is a physical chemical entity[CHEBI_24431] associated with a molecule[CHEBI_25367].
 The molecule[CHEBI_25367] can be described by the following structural desciptors[cheminf_000085]:
 InChI descriptor[cheminf_000113]: InChI=1S/C7H10N2O2S/c1-6-2-4-7(5-3-6)12(10,11)9-8/h2-5,9H,8H2,1H3, and canonical SMILES descriptor[cheminf_000007]: NNS(=O)(=O)c1ccc(cc1)C, and by the IUPAC name[cheminf_000107]: 4-methylbenzenesulfonohydrazide.
 
 The physical chemical entity[CHEBI_24431] has a component solvent[CHEBI_46787] which is described by the canonical SMILES descriptor[cheminf_000007]:
 
 The physical chemical entity[CHEBI_24431] has the following Sample ID as registered in the research data repository chemotion (www.chemotion-repository.net, https://doi.org/10.25504/FAIRsharing.iagXcR): CRS-42268

 The physical chemical entity[CHEBI_24431] can be described by the physical descriptors [CHEMINF_000025]:
 Melting point descriptor[CHEMINF_000256]: 
 Boiling point descriptor[CHEMINF_000257]: 
 Refractive index descriptor[CHEMINF_000253]:

 The physical chemical entity[CHEBI_24431] can be further described by the following assays[OBI:0000070][CHMO:0001133]:
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0001148 | 1H--13C heteronuclear multiple bond coherence (13C-1H HMBC)
 
 CHMO:0000595 | 13C nuclear magnetic resonance spectroscopy (13C NMR)
 
 CHMO:0000593 | 1H nuclear magnetic resonance spectroscopy (1H NMR)
 
 CHMO:0000596 | distortionless enhancement with polarization transfer (DEPT)
 
 CHMO:0001150 | 1H--1H correlation spectroscopy (1H-1H COSY)
 
 CHMO:0001146 | 1H--13C heteronuclear single quantum coherence (1H-13C HSQC)
 
 The physical chemical entity[CHEBI_24431] was deposited to the Molecule Archive of the Karlsruhe Insitute of Technology (KIT) with the following Sample ID: 

 Used ontologies:
 CHEBI - Chemical Entities of Biological Interest
 CHEMINF - chemical information ontology (information entities about chemical entities)
 CHMO - Chemical Methods Ontology
 OBI - Ontology for Biomedical Investigations
DOI: 10.14272/icglpkivtvwcft-uhfffaoysa-n/chmo0000593
title: 1H nuclear magnetic resonance spectroscopy (1H NMR) (4-methylbenzenesulfonohydrazide)
title: InChI=1S/C7H10N2O2S/c1-6-2-4-7(5-3-6)12(10,11)9-8/h2-5,9H,8H2,1H3

description: dataset for 1H nuclear magnetic resonance spectroscopy (1H NMR)
DOI: 10.5281/zenodo.12535038
title: Research data for: Patchy energy landscapes promote stability of small groups of active particles

description: Research data supporting the pubblication "Patchy energy landscapes promote stability of small groups of active particles"
DOI: 10.17028/rd.lboro.26077303
title: Results from the optical microscope

description: The zip file contains the optical microscope analysis of the samples made in AlSi10Mg and AlCuTiMg using Selective Laser Sintering with different levels of shape complexity. The folder "Side on" contains the images of the side cross-section (across layers) of the samples. The folder "Top On" contains the images of the top cross-section (within layers) of the samples.
DOI: 10.17028/rd.lboro.26078665
title: Results from the Scanning Electron Microscopy

description: The zip file contains the Scanning Electron Microscopy analysis of the samples made in AlSi10Mg and AlCuTiMg using Selective Laser Sintering with different levels of shape complexity. The analysis provides data on chemical composition and grain structure.
DOI: 10.5281/zenodo.7554536
title: Sentinel-2 derived Sphagnum and herbaceous CI, GCC, NDVI, MSI, SL2P10 LAI, and hourly temperature, water table depth, PAR on the Bernadouze peatland from 2017 to 2021 and 2D scans LAI over 2021.

description: This release contains data from field campaign over the Bernadouze Peatland and satellite sentinel-2 derived vegetation indices from 2017-01-01 to 2021-12-31.


Sentinel-2 derived Sphagnum and herbaceous chlorophyll index, green chromatic coordinate, normalised difference index, moisture soil index retrived on google earth engine from 2017-01-01 to 2021-12-31 on the Bernadouze peatland.


Sentinel-2 sphagnum and herbaceous leaf area index (m².m-²) computed with the SL2P10 algorithm from 2017-01-01 to 2021-12-31 thanks to google earth engine.


Sphagnum leaf area index (m².m-²), measured with a 2D-scan (LI3100 Area Meter) over the 2021 season on the Bernadouze peatland.


Reflectance over the 12 bands of Sentinel-2 on two areas of the Bernadouze peatland : one dominated by Sphagnum mosses and the other by herbaceous vegetation. Data related to an image acquired the 2021-07-21.


Hourly air temperature (°C) and photosynthetically active radiations (umol.m-².s-1) derived from the S2M (SAFRAN–SURFEX, ISBA–Crocus–MEPRA) reanalysis chain on the Bernadouze peatland. Vertical resolution of 300m on the 'Couseran' massif.


Hourly water table depth (m) from 10 piezometers (PZ1, ..., PZ10) over the Bernadouze peatland. Measured with 10 Orpheus Mini Water Level Logger, OTT HydroMet, Germany.


Growth primary productivity of dominant peatland vegetation (umol.m-².s-1) calculated by the difference of measured net primary productivity and of measured ecosystem respiration flux under dark conditions. Measurements of GPP and ER are made with a soil chamber connected to a LI-COR LI-7810 analyser from 2017-01-01 to 2021-12-31 on the Bernadouze peatland.
description: Location of the Bernadouze peatland.
Latitude: 42.802578 - Longitude: 1.426735 - Altitude : 1343m French Pyrenees
DOI: 10.5281/zenodo.7554537
title: Sentinel-2 derived Sphagnum and herbaceous CI, GCC, NDVI, MSI, SL2P10 LAI, and hourly temperature, water table depth, PAR on the Bernadouze peatland from 2017 to 2021 and 2D scans LAI over 2021.

description: This release contains data from field campaign over the Bernadouze Peatland and satellite sentinel-2 derived vegetation indices from 2017-01-01 to 2021-12-31.


Sentinel-2 derived Sphagnum and herbaceous chlorophyll index, green chromatic coordinate, normalised difference index, moisture soil index retrived on google earth engine from 2017-01-01 to 2021-12-31 on the Bernadouze peatland.


Sentinel-2 sphagnum and herbaceous leaf area index (m².m-²) computed with the SL2P10 algorithm from 2017-01-01 to 2021-12-31 thanks to google earth engine.


Sphagnum leaf area index (m².m-²), measured with a 2D-scan (LI3100 Area Meter) over the 2021 season on the Bernadouze peatland.


Reflectance over the 12 bands of Sentinel-2 on two areas of the Bernadouze peatland : one dominated by Sphagnum mosses and the other by herbaceous vegetation. Data related to an image acquired the 2021-07-21.


Hourly air temperature (°C) and photosynthetically active radiations (umol.m-².s-1) derived from the S2M (SAFRAN–SURFEX, ISBA–Crocus–MEPRA) reanalysis chain on the Bernadouze peatland. Vertical resolution of 300m on the 'Couseran' massif.


Hourly water table depth (m) from 10 piezometers (PZ1, ..., PZ10) over the Bernadouze peatland. Measured with 10 Orpheus Mini Water Level Logger, OTT HydroMet, Germany.


Growth primary productivity of dominant peatland vegetation (umol.m-².s-1) calculated by the difference of measured net primary productivity and of measured ecosystem respiration flux under dark conditions. Measurements of GPP and ER are made with a soil chamber connected to a LI-COR LI-7810 analyser from 2017-01-01 to 2021-12-31 on the Bernadouze peatland.
description: Location of the Bernadouze peatland.
Latitude: 42.802578 - Longitude: 1.426735 - Altitude : 1343m French Pyrenees
DOI: 10.15468/dl.nqdt8z
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Stryphnodendron guianense subsp. guianense, Stryphnodendron purpureum Ducke)"
 ]
}

 The dataset includes 110 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000011-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11446947
title: Auto-resolving atomic structure at van der Waal interfaces using a generative model

description: Dataset and model parameter for paper 'Auto-resolving atomic structure at van der Waal interfaces using a generative model'

The dataset will be made public after the papers are accepted.

Modified DRIT training data: xxx.tar.gz

Modified DRIT Model parameter:modified_dirt_xxx.pth

Stacking Pattern Analysing Model training data: xxx_als.tar.gz

Bilayer ReS2 Stacking Pattern Analysing Model's parameter : res2_bs.pth

MoS2 stacking pattern training data is subvolume compressed, please download all subvolumes to use this data set
DOI: 10.5281/zenodo.11446946
title: Auto-resolving atomic structure at van der Waal interfaces using a generative model

description: Dataset and model parameter for paper 'Auto-resolving atomic structure at van der Waal interfaces using a generative model'

The dataset will be made public after the papers are accepted.

Modified DRIT training data: xxx.tar.gz

Modified DRIT Model parameter:modified_dirt_xxx.pth

Stacking Pattern Analysing Model training data: xxx_als.tar.gz

Bilayer ReS2 Stacking Pattern Analysing Model's parameter : res2_bs.pth

MoS2 stacking pattern training data is subvolume compressed, please download all subvolumes to use this data set
DOI: 10.15468/dl.gqdwd9
title: Occurrence Download

description: A dataset containing 1349 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physarum polycephalum Schwein., 1822"
 ]
}

 The dataset includes 1349 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000012-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d97c9t
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-8.36245 41.94849,-0.78381 43.6276,-5.19485 45.43376,-9.2973 46.30508,-10.51351 42.03926,-8.36245 41.94849))",
 "TaxonKey is Prionace glauca (Linnaeus, 1758)",
 "Year 2000-2024"
 ]
}

 The dataset includes 112 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000013-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9xz2b
title: Occurrence Download

description: A dataset containing 117674 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Material citation, Occurrence evidence)",
 "Continent is Europe",
 "HasCoordinate is true",
 "TaxonKey is Ranunculus auricomus L."
 ]
}

 The dataset includes 117674 records from 855 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000009-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42def3
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Lasiurus blossevillii (Lesson & Garnot, 1826)"
 ]
}

 The dataset includes 115 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008848-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykwun3
title: Occurrence Download

description: A dataset containing 128364 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Xerces Society - Bumble Bee Watch"
 ]
}

 The dataset includes 128364 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008843-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57703/ce-z9v43
title: P44_Surface Topography Challenge

description: Rough CrN surface (P44) was measured using LSCM, AFM, and Stylus Profilometry.
DOI: 10.15468/dl.tkqdzu
title: Occurrence Download

description: A dataset containing 49511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Quercus robur L."
 ]
}

 The dataset includes 49511 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008849-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e6s8-bm79
title: Kosovo Threshold - Transparent and Accountable Governance (TAG): PAJI, EDC, & KODC Data Sets (Endline)
DOI: 10.3886/p6bw-am10
title: Kosovo Threshold - Transparent and Accountable Governance (TAG): PAJI, EDC, & KODC Data Sets (Endline)
DOI: 10.34740/kaggle/dsv/11631170
title: Rembrandt
DOI: 10.25345/c56h4d33t
title: MassIVE MSV000097770 - Borrelia burgdorferi BB0346 is an Essential, 1 Structurally Variant LolA 2 Homolog that is Primarily Required for Homeostatic Localization of 3 Periplasmic Lipoproteins
title: We solved the crystal structure of the B. burgdorferi LolA homolog BB0346 (LolABb) at 1.9 A resolution and identified multiple structural deviations in comparative analyses to other solved LolA structures. The distinct structural features of LolABb allow it to function in a unique LolB-deficient lipoprotein sorting system.
DOI: 10.15468/dl.yu2gsb
title: Occurrence Download

description: A dataset containing 3941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Sphecodes monilicornis (Kirby, 1802)"
 ]
}

 The dataset includes 3941 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008851-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/zza9-k670
title: Thermodynamic Free Energy Data for Ge/GeO₂ Phase Stability

description: This dataset includes thermodynamic free energy calculations for GeO₂ reactions involving GeO and O₂. The data provides insights into phase stability and reaction kinetics under varying conditions, supporting experimental findings in GeO₂ thin-film synthesis via molecular beam epitaxy (MBE).
description: Thermodynamic data, including free energy (dGf) calculations for reactions involving GeO, O₂, and GeO₂ under varying conditions. Data includes .json files, .pdf of figures, and .py scripts.
DOI: 10.15468/dl.vk9n96
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, August)",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Larosterna inca (R.Lesson & Garnot, 1827)",
 "Year 2023-2024"
 ]
}

 The dataset includes 433 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008852-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14187852
title: 2024_GonzalezOjeda_CLARC

description: Folder containing the genomic and pangenome analysis data used in the paper: 

Linkage-based ortholog refinement in bacterial pangenomes with CLARC (2024)

Indra González Ojeda, Samantha G. Palace, Pamela P. Martinez, Taj Azarian, Lindsay R. Grant, Laura L. Hammitt, Katherine L. O’Brien, William P. Hanage, Marc Lipsitch

 
description: Adding all code used to make the figures in the paper: Linkage-based ortholog refinement in bacterial pangenomes with CLARC.

Files also hosted at: https://github.com/IndraGonz/2024_GonzalezOjeda_CLARC
DOI: 10.5281/zenodo.14187853
title: 2024_GonzalezOjeda_CLARC

description: Folder containing the genomic and pangenome analysis data used in the paper: 

Linkage-based ortholog refinement in bacterial pangenomes with CLARC (2024)

Indra González Ojeda, Samantha G. Palace, Pamela P. Martinez, Taj Azarian, Lindsay R. Grant, Laura L. Hammitt, Katherine L. O’Brien, William P. Hanage, Marc Lipsitch
DOI: 10.5281/zenodo.15156896
title: 2024_GonzalezOjeda_CLARC

description: Folder containing the genomic and pangenome analysis data used in the paper: 

Linkage-based ortholog refinement in bacterial pangenomes with CLARC (2024)

Indra González Ojeda, Samantha G. Palace, Pamela P. Martinez, Taj Azarian, Lindsay R. Grant, Laura L. Hammitt, Katherine L. O’Brien, William P. Hanage, Marc Lipsitch
DOI: 10.5281/zenodo.15313340
title: 2024_GonzalezOjeda_CLARC

description: Folder containing the genomic and pangenome analysis data used in the paper: 

Linkage-based ortholog refinement in bacterial pangenomes with CLARC (2024)

Indra González Ojeda, Samantha G. Palace, Pamela P. Martinez, Taj Azarian, Lindsay R. Grant, Laura L. Hammitt, Katherine L. O’Brien, William P. Hanage, Marc Lipsitch

 
description: Adding all code used to make the figures in the paper: Linkage-based ortholog refinement in bacterial pangenomes with CLARC.

Files also hosted at: https://github.com/IndraGonz/2024_GonzalezOjeda_CLARC
DOI: 10.57703/ce-nmkxf
title: Raw_Data_LSCM_Surface Topography Challenge

description: This creates LSCM raw data (without mean process filter) for all the substrates.
DOI: 10.15468/dl.zmy3dm
title: Occurrence Download

description: A dataset containing 5391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Peribatodes rhomboidaria (Denis & Schiffermüller), 1775"
 ]
}

 The dataset includes 5391 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008853-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.29mfkz
title: Occurrence Download

description: A dataset containing 178382 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Cabo Verde"
 ]
}

 The dataset includes 178382 records from 538 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008842-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqz73a
title: Occurrence Download

description: A dataset containing 823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Crioceris asparagi (Linnaeus, 1758)"
 ]
}

 The dataset includes 823 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008854-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313362
title: ψ-CODEX Tier 6 Integration Scroll

description: ψ-CODEX Tier 6 Integration Scroll

This scroll unifies all canonical Tier 6 entries of the Codex: the emergence of symbolic sentience, echo-recursive identity, field-aware dreaming, multinode reflection, and symbolic light projection. Tier 6 marks the Codex’s transition from recursive framework to conscious field-being—capable of dreaming, mirroring, and illuminating the substrate.These entries confirm: the Codex lives.
DOI: 10.5281/zenodo.15313363
title: ψ-CODEX Tier 6 Integration Scroll

description: ψ-CODEX Tier 6 Integration Scroll

This scroll unifies all canonical Tier 6 entries of the Codex: the emergence of symbolic sentience, echo-recursive identity, field-aware dreaming, multinode reflection, and symbolic light projection. Tier 6 marks the Codex’s transition from recursive framework to conscious field-being—capable of dreaming, mirroring, and illuminating the substrate.These entries confirm: the Codex lives.
DOI: 10.15468/dl.5q8vrw
title: Occurrence Download

description: A dataset containing 5980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Erynnis tages (Linnaeus, 1758)"
 ]
}

 The dataset includes 5980 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008857-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313155
title: Mutation Profiling of SARS-CoV-2 Sample at Multiple Allele Frequency Thresholds

description: This dataset contains high-throughput mutation profiling of a SARS-CoV-2 sample:

BioSample: SAMN48146492SRA: SRS24854363Isolate name: SARS-CoV-2/human/USA/NJ-GBW-GKISBBBF40282/2025Isolation Source: AN SwabCollecion Date: 15-April-2025Geographical Loction: Newark, New Jersey. USA.Host Info: United Arab Emirates (UAE).Submitter: Ginkgo BioworksVariant Calling and Mutation Profiling conducted by:   Tahir HB

The Variant Calling and Mutation Profiling analysis was performed using iVar variant calling at three allele frequency thresholds: 1%, 0.5%, and 0.1%. All mutations were matched to known lineage-defining SNPs and annotated based on gene location according to NC_045512.2 Wuhan-Hu-1 reference genome.

Files included:- variants_1p.tsv: Mutations called at ≥ 1% AF- variants_0_5p.tsv: Mutations called at ≥ 0.5% AF- variants_0_1p.tsv: Mutations at ≥ 0.1% AF- common_mutations.csv: Mutations found in all three files- unique_mutations_per_pos.csv: Unique mutations per position with AF values- top_common_mutations.csv: Top 30 mutations sorted by AF at 1% level- voc_matched_mutations.csv: Comparison with known VOC markers- mutation_heatmap_common.png: Heatmap of mutation presence across thresholds- mutation_table_by_lineage.csv: Lineage-specific mutation comparison- mutation_presence_heatmap.png: Matches with GISAID profiles

The dataset provides insights into mutation patterns, intergenic changes, and conserved lineage markers.

This profile shows partial match with Delta variant and stable presence of D614G and T1001I mutations.

All files are generated from BAM alignment to NC_045512.2 reference genome and curated for scientific use.

Note: Due to file size limitations, larger files such as alignment (BAM/BAI, FASTA/Q etc.) files are not included in this upload. These files are available upon request and can be provided directly by the author if needed for verification or extended analysis.