cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ep1-rs4-h3p
title: Eremitione hyndmanni (Bate & Westwood, 1867)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yvt-qbj-5wq
title: Anathelges hyptius (Thompson, 1902)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rnm-lky-7ky
title: Porcellio monticola monticola Lereboullet, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcj-xm9-vmq
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/txz-j5c-tdg
title: Hemiarthrus abdominalis (Krøyer, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6td-86k-jhb
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0j-7px-qpk
title: Dynamene edwardsi (Lucas, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/599-hns-dwx
title: Idotea chelipes (Pallas, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7kc-6rd-6eh
title: Trichoniscus pusillus Brandt, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lna-vxv-5l6
title: Dynamene edwardsi (Lucas, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ce8-66s-brw
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yay-fsc-22v
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2m7-g7e-hc6
title: Trichoniscus pusillus Brandt, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wsb-z1d-hlk
title: Dynamene bicolor (Rathke, 1836)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hfp-80g-6jg
title: Pseudosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rpw-fgt-4jq
title: Nagurus cristatus (Dollfus, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a4t-cle-3fs
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/afd-fzb-vnw
title: Argulus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eam-1yx-xw5
title: Pseudosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zsd-c5f-yka
title: Pseudosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cp4-wah-k49
title: Clorida

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2tg-0vj-7n1
title: Idotea balthica (Pallas, 1772)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qyx-e45-v1l
title: Platyarthrus hoffmannseggii Brandt, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9tw-wjy-lkw
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dqt-cwr-r5q
title: Asellus (Asellus) aquaticus aquaticus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.g9cu4w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Angelonia angustifolia Benth.",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103513-250525065834625/datasets/export for details.
DOI: 10.3535/cef-tv7-k7s
title: Proasellus meridianus meridianus (Racovitza, 1919)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sqc-r6m-evq
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/11d-h12-zxd
title: Anchisquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yez-abx-g45
title: Trichoniscus pygmaeus G. O. Sars, 1898

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k6l-x2j-xa4
title: Dynamene magnitorata Holdich, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8m6-wbd-3b4
title: Porcellio gallicus Dollfus, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hp4-qae-mrv
title: Armadillidium vulgare (Latreille, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0w8-gk2-e5h
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1d3-pg8-cc1
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t18-w0t-lpt
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z1d-vft-xwh
title: Porcellio dilatatus dilatatus Brandt in Brandt & Ratzeburg, 1831

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.6084/m9.figshare.29495405
title: EdU Flow Cytometry Data

description: EdU Flow Cytometry data for this research project
DOI: 10.6084/m9.figshare.29495405.v1
title: EdU Flow Cytometry Data

description: EdU Flow Cytometry data for this research project
DOI: 10.3535/ejw-ghp-36j
title: Squilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2gp-87p-she
title: Asellus (Asellus) aquaticus aquaticus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axw-vln-edr
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bfn-fnb-ga2
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jye-eyf-gtc
title: Ligidium hypnorum (Cuvier, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0m3-q78-m5k
title: Dynamene magnitorata Holdich, 1968

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2yj-xdz-hj0
title: Ligidium hypnorum (Cuvier, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c1j-vel-e29
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/be2-dj3-cec
title: Dynamene bidentata (Adams, 1800)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x3y-6c2-kfc
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8z5-acd-l49
title: Heterosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pth-sq0-k3w
title: Porcellio spinicornis Say, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xjb-fp2-950
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dg7-gtn-pke
title: Oratosquilla

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/trh-5m2-vw9
title: Ligia oceanica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cwd-49d-94e
title: Paracilicaea setosa Müller, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydl-6tc-78w
title: Ligia oceanica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rk3-4m2-2kx
title: Paracilicaea setosa Müller, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hyq-8ed-d3c
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yen-hcz-rlk
title: Acaeroplastes melanurus melanurus (Budde-Lund, 1885)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69f-z2s-aky
title: Aporobopyrus bonairensis Markham, 1988

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8v9-z25-8bs
title: Oniscus asellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h2v-d4m-h59
title: Idotea balthica (Pallas, 1772)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vl-gz7-w5e
title: Philoscia muscorum muscorum (Scopoli, 1763)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sje-t2d-rpv
title: Oniscus asellus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cep-sxv-e1k
title: Trichoniscoides sarsi Patience, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rta-5rt-aj1
title: Isopoda Latreille, 1816

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.d5va28
title: Occurrence Download

description: A dataset containing 1370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "DatasetKey is Academy of Natural Sciences of Philadelphia Ornithology Collection",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1930-1930"
 ]
}

 The dataset includes 1370 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103515-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/2zd-21y-q9b
title: Probopyrinella heardi Adkison, 1984

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ww-2jc-w5t
title: Haplophthalmus danicus danicus Budde-Lund in Meinert, 1880

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjn-ngw-mdj
title: Ligia oceanica (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9ey-vs5-atr
title: Lekanesphaera hookeri (Leach, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cf6-c1w-fgj
title: Bosmina

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xj1-9gl-s79
title: Trichoniscus pusillus Brandt, 1833

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kjv-w8w-1aa
title: Trichoniscus provisorius Racovitza, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ydn-gr6-hg0
title: Porcellio scaber scaber Latreille, 1804

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6sf-178-mn8
title: Asellus (Asellus) aquaticus aquaticus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hgb-mb9-b7h
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q7l-v75-51a
title: Gonodactylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qp2727
title: Occurrence Download

description: A dataset containing 1225337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Holcus lanatus L."
 ]
}

 The dataset includes 1225337 records from 3317 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0103501-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/z6cpva
title: plane_0.jpg
DOI: 10.25346/s6eecgix/ixirma
title: openlime.min.js
DOI: 10.25346/s6eecgix/9wulfq
title: materials.png
DOI: 10.25346/s6eecgix/1jnkyu
title: info.json
DOI: 10.25346/s6eecgix/8teisl
title: index.html
DOI: 10.25346/s6eecgix/snnhoi
title: msXL_323r.relight
DOI: 10.25346/s6eecgix/drskci
title: msXL_323r_65_49.jpg
DOI: 10.25346/s6eecgix/u9n16c
title: msXL_323r_65_48.jpg
DOI: 10.5281/zenodo.16965931
title: SARS-CoV-2 Spike Mutation Co-occurrence Network - Segment 2: Genomic Surveillance of Co-evolving Mutations in a Global Dataset

description: === SARS-CoV-2 SPIKE GENE CO-OCCURRENCE PROJECT ===Chunk files processed: 60 (cooccur_chunk_000051.tsv → cooccur_chunk_000110.tsv)Date (UTC): 2025-08-27T14:24:56Z

Scope of Study:  • Sequences analyzed (approx.): 5,000,000  • Mutation events recorded (approx.): 100,000,000  • Pairwise co-mutation tests performed: 3,800,000

Findings from this batch:  • Mutation pair records analyzed: 60,000  • Total co-occurrence observations: 1,543,328,028  • Additional sequences beyond top100 lists: 1,537,328,028  • Total accession entries (with duplicates): 6,000,000  • Unique accessions detected: 39,383  • Unique countries represented: 100

Interpretation:  This project is part of one of the largest systematic analyses of SARS-CoV-2 spike co-mutations.  The scale captures global viral evolution at high resolution, providing funders and policy-makers  with quantitative evidence of recurrent mutation networks, their spread across regions, and their  potential impact on immunity and vaccines.

 

For inquiries regarding collaboration or integration with GVAtlas.org data processing pipelines, please contact Tahir Bhatti at tahirhb@hotmail.com 
description: Aggregated data processed via GVAtlas.org; GISAID, NCBI, no personal or patient-level identifiers included - compliant with UK GDPR.
DOI: 10.5281/zenodo.16965932
title: SARS-CoV-2 Spike Mutation Co-occurrence Network - Segment 2: Genomic Surveillance of Co-evolving Mutations in a Global Dataset

description: === SARS-CoV-2 SPIKE GENE CO-OCCURRENCE PROJECT ===Chunk files processed: 60 (cooccur_chunk_000051.tsv → cooccur_chunk_000110.tsv)Date (UTC): 2025-08-27T14:24:56Z

Scope of Study:  • Sequences analyzed (approx.): 5,000,000  • Mutation events recorded (approx.): 100,000,000  • Pairwise co-mutation tests performed: 3,800,000

Findings from this batch:  • Mutation pair records analyzed: 60,000  • Total co-occurrence observations: 1,543,328,028  • Additional sequences beyond top100 lists: 1,537,328,028  • Total accession entries (with duplicates): 6,000,000  • Unique accessions detected: 39,383  • Unique countries represented: 100

Interpretation:  This project is part of one of the largest systematic analyses of SARS-CoV-2 spike co-mutations.  The scale captures global viral evolution at high resolution, providing funders and policy-makers  with quantitative evidence of recurrent mutation networks, their spread across regions, and their  potential impact on immunity and vaccines.

 

For inquiries regarding collaboration or integration with GVAtlas.org data processing pipelines, please contact Tahir Bhatti at tahirhb@hotmail.com 
description: Aggregated data processed via GVAtlas.org; GISAID, NCBI, no personal or patient-level identifiers included - compliant with UK GDPR.
DOI: 10.25346/s6eecgix/b5kaj7
title: msXL_323r_65_47.jpg
DOI: 10.25346/s6eecgix/3irsca
title: msXL_323r_65_46.jpg
DOI: 10.25346/s6eecgix/5yjh8s
title: msXL_323r_65_45.jpg
DOI: 10.25346/s6eecgix/g6lxyh
title: msXL_323r_65_44.jpg
DOI: 10.25346/s6eecgix/uvf6ie
title: msXL_323r_65_43.jpg
DOI: 10.15468/dl.j633yq
title: Occurrence Download

description: A dataset containing 25655994 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Chordata",
 "Year 1970-2025"
 ]
}

 The dataset includes 25655994 records from 1322 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007893-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8epfmh
title: Occurrence Download

description: A dataset containing 329142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 329142 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007197-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqzef9
title: Occurrence Download

description: A dataset containing 1082 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Desmodium gangeticum Puri, 1951)",
 "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 1082 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014128-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hnpea
title: Occurrence Download

description: A dataset containing 120266729 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 120266729 records from 2993 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004524-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15066653
title: HDMA bigwigs - Part 4

description: Bigwig tracks for each cell type in HDMA (Liu*, Jessa*, Kim*, Ng* et al, bioRxiv 2025). Includes the Macs2 p-value signal track for observed acessibility, the bias-corrected ChromBPNet-predicted accessibility, and base-resolution contribution scores. Predictions and contributions represent averages across folds per cell type. A detailed description of the main data types deposited on Zenodo can be found here.
DOI: 10.5281/zenodo.15066659
title: HDMA bigwigs - Part 3

description: Bigwig tracks for each cell type in HDMA (Liu*, Jessa*, Kim*, Ng* et al, bioRxiv 2025). Includes the Macs2 p-value signal track for observed acessibility, the bias-corrected ChromBPNet-predicted accessibility, and base-resolution contribution scores. Predictions and contributions represent averages across folds per cell type. A detailed description of the main data types deposited on Zenodo can be found here.
DOI: 10.5281/zenodo.15066660
title: HDMA bigwigs - Part 3

description: Bigwig tracks for each cell type in HDMA (Liu*, Jessa*, Kim*, Ng* et al, bioRxiv 2025). Includes the Macs2 p-value signal track for observed acessibility, the bias-corrected ChromBPNet-predicted accessibility, and base-resolution contribution scores. Predictions and contributions represent averages across folds per cell type. A detailed description of the main data types deposited on Zenodo can be found here.
DOI: 10.57702/ilsj0dsr
title: Knee MRI dataset

description: MRI reconstruction dataset for unpaired training
DOI: 10.13145/bacdive168158.20241212.9.2
title: Gulosibacter sediminis Jiang et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168158.20251217.10
title: Gulosibacter sediminis Jiang et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/33ryomav
title: FIPO Dataset

description: The dataset used for Free-form Instruction-oriented Prompt Optimization (FIPO) with Preference Dataset and Modular Fine-tuning Schema.
DOI: 10.13145/bacdive168159.20250331.9.3
title: Bradyrhizobium iriomotense Islam et al. 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168159.20251217.10
title: Bradyrhizobium iriomotense Islam et al. 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168160.20240510.9
title: Pedobacter ghigonis Kangale et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive168160.20251217.10
title: Pedobacter ghigonis Kangale et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.